Weekly Review 17 January 2025

 Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. Using AI to be more productive in programming: https://arstechnica.com/ai/2025/01/how-i-program-with-llms/
2. The concept of peer reviewed vs preprint is lost on most members of the public. As researchers we should really try to avoid using preprints as the basis of things we say to the public: https://www.science.org/content/article/preprints-often-make-news-many-people-don-t-know-what-they-are
3. A simple guide to large language model AI: https://www.kdnuggets.com/large-language-models-beginners-guide-2025
4. Why the energy sector needs to use open source AI software: https://www.theregister.com/2025/01/09/linux_foundation_ai_energy_report/
5. How much energy is AI consuming if OpenAI is losing money on subscriptions? https://futurism.com/the-byte/openai-chatgpt-pro-subscription-losing-money
6. IT disaster response planning and detection with AI: https://www.informationweek.com/cyber-resilience/how-ai-can-speed-disaster-recovery
7. 41% of companies intend to replace staff with AI: https://www.computerworld.com/article/3800874/4-in-10-companies-plan-to-replace-employees-with-ai-wef-says.html
8. The jobs that will be in less demand, and the jobs that will be in more demand, because of AI: https://www.theregister.com/2025/01/10/ai_jobs_wef/
9. LLM AI are ridiculously easy to corrupt: https://arstechnica.com/science/2025/01/its-remarkably-easy-to-inject-new-medical-misinformation-into-llms/
10. Under no circumstances should anyone use Sci-hub's smooth, easy to use interface to access papers that would otherwise be unavailable to you: https://arstechnica.com/science/2025/01/science-paper-piracy-site-sci-hub-shares-lots-of-retracted-papers/
11. Seems like CISO agree that putting proprietary data into an AI is a bad, bad, idea: https://www.informationweek.com/machine-learning-ai/what-cisos-think-about-genai
12. Spending on data centres was huge in 2024, driven by AI, but it won't last: https://www.theregister.com/2025/01/08/synergy_research_dc_report/
13. AI and HR in Asia-Pacific: https://www.techrepublic.com/article/ai-adoption-hr-apac-2025/
14. So Apple's AI screwed up. Like every other AI? https://www.computerworld.com/article/3632904/why-apples-ai-driven-reality-distortion-matters.html
15. Existential concerns about the advance of technology are not new, one New Zealander was writing about it in the 19th century: https://arstechnica.com/ai/2025/01/161-years-ago-a-new-zealand-sheep-farmer-predicted-ai-doom/
16. The parallels between OpenAI and Enron-more broadly, is the AI bubble close to bursting? https://futurism.com/the-byte/enron-banker-parallels-openai
17. Like most new technologies, AI will destroy some jobs and create others. But it is predicted to create many more jobs than it destroys: https://arstechnica.com/ai/2025/01/ai-could-create-78-million-more-jobs-than-it-eliminates-by-2030-report/
18. How AI can enhance learning: https://www.insidehighered.com/opinion/career-advice/teaching/2025/01/09/better-approach-teaching-about-ai-opinion
19. Not quite an "Aliens" style smart gun, and the AI doesn't do much that couldn't be done better by a simpler approach: https://arstechnica.com/ai/2025/01/viral-chatgpt-powered-sentry-gun-gets-shut-down-by-openai/
20. Some projects to get you started with AI: https://www.kdnuggets.com/7-advanced-ai-projects-beginners
21. AI being trained on the outputs of AI seems like a fast race to the bottom: https://www.theguardian.com/technology/2025/jan/09/elon-musk-data-ai-training-artificial-intelligence
22. If a researcher has to revise the output of the AI, what is the point of paying for an AI to summarise your paper? https://futurism.com/springer-nature-ai-media-kit
23. Experts predict what we will see with generative AI in 2025: https://www.bigdatawire.com/2025/01/09/the-top-2025-generative-ai-predictions-part-1/
24. The idea of AI agents has been around since the 1980s, are these security fears new? https://futurism.com/the-byte/openai-afraid-ai-agents

Weekly Review 10 January 2025

 Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. The expanding use of AI in war: https://www.nzherald.co.nz/world/ai-driven-idf-operations-in-gaza-spark-debate-over-civilian-impact/G4J7PXUUMJFRTPHOJTK3GNLE2Q/
2. AI is making surgical robots more capable: https://www.stuff.co.nz/world-news/360537238/robots-are-learning-how-perform-complicated-surgery-watching-videos
3. Return to office mandates will fail, people don't want to spend hours of their lives every day commuting to do something they can do from home. So they'll just get new jobs: https://www.informationweek.com/it-leadership/why-most-return-to-office-mandates-will-fail
4. Criminals are more and more interested in accessing and using AI in their activities: https://www.theregister.com/2024/12/29/llm_supply_chain_attacks/
5. AI is still being used to interfere in elections: https://www.theverge.com/2025/1/1/24333522/us-sanctions-iran-russia-election-interference
6. Federated computing, where learning is carried out locally, is one approach to protecting patient privacy in applying AI to healthcare: https://techcrunch.com/2025/01/02/apheris-rethinks-the-ai-data-bottleneck-in-life-science-with-federated-computing/
7. How an AI Council can help make an organisation's AI projects successful: https://www.informationweek.com/it-leadership/building-an-ai-council-to-drive-the-2025-tech-revolution
8. The energy demands of AI are now distorting local power grids: https://techcrunch.com/2024/12/29/ai-data-centers-could-be-distorting-the-us-power-grid/
9. Of course AI will be used to manipulate people online, it's already happening and there's money to be made from doing it: https://www.theguardian.com/technology/2024/dec/30/ai-tools-may-soon-manipulate-peoples-online-decision-making-say-researchers
10. Spear phishing with AI: https://arstechnica.com/security/2025/01/ai-generated-phishing-emails-are-getting-very-good-at-targeting-executives/
11. Still no word on when a tool to deny creators' content to AI companies will be available: https://www.computerworld.com/article/3630987/openai-still-hasnt-released-tools-to-deny-data-collection.html
12. OpenAI releases its newest model, with more API options coming: https://devclass.com/2024/12/18/openai-releases-api-o1-model-with-function-calling-and-vision-features-previews-new-sdks-for-java-and-go/
13. The infrastructure an organisation needs to invest in for AI: https://www.datasciencecentral.com/infrastructural-necessities-for-building-and-deploying-enterprise-scale-ai/
14. Apple is navigating a tricky path in bringing AI to healthcare: https://www.computerworld.com/article/3630872/health-ai-how-apple-can-boost-public-health.html
15. How AI can help fight climate change in 2025: https://techcrunch.com/2025/01/02/2025-will-be-the-year-climate-tech-learns-to-love-ai/
16. Honestly I'm surprised that AI is only just now being used in dating apps, I thought it would have been applied long ago: https://www.theguardian.com/technology/2024/dec/30/dating-apps-prepare-to-launch-ai-features-to-help-users-find-love
17. Elsevier is particularly bad in terms of prioritising profit over quality, but a lot of these issues are going to affect other journals, particularly the use of AI in the editorial process: https://arstechnica.com/science/2024/12/journal-editors-resign-to-protest-ai-use-high-fees-and-more/
18. Generative AI might still be getting lots of money thrown at it, but the bigger the bubble, the bigger the bang when it bursts: https://techcrunch.com/2025/01/03/generative-ai-funding-reached-new-heights-in-2024/
19. A copper deposit identified by AI is moving towards commercial exploitation: https://techcrunch.com/2025/01/02/kobold-used-ai-to-find-copper-now-investors-are-piling-in-to-the-tune-of-537m/
20. The question is, what advantages do AI PCs have over using AI in the cloud? https://www.computerworld.com/article/3630588/ai-pcs-get-the-latest-news-and-insights.html
21. The strategies to align financial data with AI: https://www.bigdatawire.com/2025/01/03/financial-services-struggle-to-align-data-with-ai-goals/
22. AI Instagram accounts have been left up for a long time, it seems: https://arstechnica.com/ai/2025/01/instagram-users-discover-old-ai-powered-characters-instantly-revile-them/
23. Using AI to assist with budget planning: https://www.informationweek.com/machine-learning-ai/let-ai-help-you-plan-your-next-it-budget
24. The 2024 AI hype index: https://www.technologyreview.com/2024/12/31/1108640/ai-hype-index-apple-google-deepmind-openai-meta/

IEEE Transactions on Artificial Intelligence, Volume 5, Issue 12, December 2024

1) Editorial: Future Directions in Artificial Intelligence Research

Author(s): Hussein Abbass

Pages: 5858 - 5862

2) Ensuring Ethical Standards in the Development of Autonomous and Intelligent Systems

Author(s): Anetta Jedlickova

Pages: 5863 - 5872

3) Recent Advances in Generative AI and Large Language Models: Current Status, Challenges, and Perspectives

Author(s): Desta Haileselassie Hagos, Rick Battle, Danda B. Rawat

Pages: 5873 - 5893

4) A Review on Transferability Estimation in Deep Transfer Learning

Author(s): Yihao Xue, Rui Yang, Xiaohan Chen, Weibo Liu, Zidong Wang, Xiaohui Liu

Pages: 5894 - 5914

5) A Comprehensive Exploration of Real-Time 3-D View Reconstruction Methods

Author(s): Arya Agrawal, Teena Sharma, Nishchal K. Verma

Pages: 5915 - 5927

6) A Survey on Symbolic Knowledge Distillation of Large Language Models

Author(s): Kamal Acharya, Alvaro Velasquez, Houbing Herbert Song

Pages: 5928 - 5948

7) Games for Artificial Intelligence Research: A Review and Perspectives

Author(s): Chengpeng Hu, Yunlong Zhao, Ziqi Wang, Haocheng Du, Jialin Liu

Pages: 5949 - 5968

8) Exploring Machine Learning for Semiconductor Process Optimization: A Systematic Review

Author(s): Ying-Lin Chen, Sara Sacchi, Bappaditya Dey, Victor Blanco, Sandip Halder, Philippe Leray, Stefan De Gendt

Pages: 5969 - 5989

9) Efficient Evaluation Methods for Neural Architecture Search: A Survey

Author(s): Xiaotian Song, Xiangning Xie, Zeqiong Lv, Gary G. Yen, Weiping Ding, Jiancheng Lv, Yanan Sun

Pages: 5990 - 6011

10) Neuro-Symbolic AI for Military Applications

Author(s): Desta Haileselassie Hagos, Danda B. Rawat

Pages: 6012 - 6026

11) Label-Efficient Time Series Representation Learning: A Review

Author(s): Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee-Keong Kwoh, Xiaoli Li

Pages: 6027 - 6042

12) Direct Adversarial Latent Estimation to Evaluate Decision Boundary Complexity in Black Box Models

Author(s): Ashley S. Dale, Lauren Christopher

Pages: 6043 - 6053

13) Steganography in Style Transfer

Author(s): Ruolan Shi, Zichi Wang, Yunlong Hao, Xinpeng Zhang

Pages: 6054 - 6065

14) Model-Based Offline Reinforcement Learning With Uncertainty Estimation and Policy Constraint

Author(s): Jin Zhu, Chunhui Du, Geir E. Dullerud

Pages: 6066 - 6079

15) Game Theory Meets Data Augmentation

Author(s): Yuhan Kang, Samira Zare, Alex Tong Lin, Zhu Han, Stanley Osher, Hien Van Nguyen

Pages: 6080 - 6094

16) Epi-Curriculum: Episodic Curriculum Learning for Low-Resource Domain Adaptation in Neural Machine Translation

Author(s): Keyu Chen, Di Zhuang, Mingchen Li, J. Morris Chang

Pages: 6095 - 6108

17) Enhancing Aerial Object Detection With Selective Frequency Interaction Network

Author(s): Weijie Weng, Mengwan Wei, Junchi Ren, Fei Shen

Pages: 6109 - 6120

18) Unsupervised Domain Adaptation on Point Clouds via High-Order Geometric Structure Modeling

Author(s): Jiang-Xing Cheng, Huibin Lin, Chun-Yang Zhang, C. L. Philip Chen

Pages: 6121 - 6133

19) Deep Learning-Based Dual Watermarking for Image Copyright Protection and Authentication

Author(s): Sudev Kumar Padhi, Archana Tiwari, Sk. Subidh Ali

Pages: 6134 - 6145

20) Curious Feature Selection-Based Clustering

Author(s): Michal Moran, Goren Gordon

Pages: 6146 - 6158

21) Spatiotemporal Object Detection for Improved Aerial Vehicle Detection in Traffic Monitoring

Author(s): Kristina Telegraph, Christos Kyrkou

Pages: 6159 - 6171

22) DeepHGCN: Toward Deeper Hyperbolic Graph Convolutional Networks

Author(s): Jiaxu Liu, Xinping Yi, Xiaowei Huang

Pages: 6172 - 6185

23) Q-Cogni: An Integrated Causal Reinforcement Learning Framework

Author(s): Cristiano da Costa Cunha, Wei Liu, Tim French, Ajmal Mian

Pages: 6186 - 6195

24) From Behavior to Natural Language: Generative Approach for Unmanned Aerial Vehicle Intent Recognition

Author(s): Leyan Li, Rennong Yang, Maolong Lv, Ao Wu, Zilong Zhao

Pages: 6196 - 6209

25) Learning Multipursuit Evasion for Safe Targeted Navigation of Drones

Author(s): Jiaping Xiao, Mir Feroskhan

Pages: 6210 - 6224

26) OAFuser: Toward Omni-Aperture Fusion for Light Field Semantic Segmentation

Author(s): Fei Teng, Jiaming Zhang, Kunyu Peng, Yaonan Wang, Rainer Stiefelhagen, Kailun Yang

Pages: 6225 - 6239

27) An Approach for Privacy-Aware Mobile App Package Recommendation

Author(s): Shanpeng Liu, Buqing Cao, Jianxun Liu, Guosheng Kang, Min Shi, Xiong Li, Kenneth K. Fletcher

Pages: 6240 - 6252

28) Multiscale and Multilayer Contrastive Learning for Domain Generalization

Author(s): Aristotelis Ballas, Christos Diou

Pages: 6253 - 6266

29) Knowledge-Guided Evolutionary Optimization for Large-Scale Air Defense Resource Allocation

Author(s): Wenhua Li, Rui Wang, Yong Heng, Tao Zhang, Ling Wang

Pages: 6267 - 6279

30) A Brain-Inspired Theory of Collective Mind Model for Efficient Social Cooperation

Author(s): Zhuoya Zhao, Feifei Zhao, Shiwen Wang, Yinqian Sun, Yi Zeng

Pages: 6280 - 6289

31) A Game-Theoretic Approach to Containing Artificial General Intelligence: Insights From Highly Autonomous Aggressive Malware

Author(s): Timothy R. McIntosh, Teo Susnjak, Tong Liu, Paul Watters, Alex Ng, Malka N. Halgamuge

Pages: 6290 - 6303

32) A Composite Decomposition Method for Large-Scale Global Optimization

Author(s): Maojiang Tian, Minyang Chen, Wei Du, Yang Tang, Yaochu Jin, Gary G. Yen

Pages: 6304 - 6319

33) Optimal Output Feedback Tracking Control for Takagi–Sugeno Fuzzy Systems

Author(s): Wenting Song, Shaocheng Tong

Pages: 6320 - 6329

34) Quantum Face Recognition With Multigate Quantum Convolutional Neural Network

Author(s): Yijie Zhu, Ahmed Bouridane, M Emre Celebi, Debanjan Konar, Plamen Angelov, Qiang Ni, Richard Jiang

Pages: 6330 - 6341

35) Learning Empirical Inherited Intelligent MPC for Switched Systems With Network Security Communication

Author(s): Yiwen Qi, Yiwen Tang, Wenke Yu

Pages: 6342 - 6355

36) MSCS: Multiscale Consistency Supervision With CNN-Transformer Collaboration for Semisupervised Histopathology Image Semantic Segmentation

Author(s): Min-En Hsieh, Chien-Yu Chiou, Hung-Wen Tsai, Yu-Cheng Chang, Pau-Choo Chung

Pages: 6356 - 6368

37) Differentially Private and Heterogeneity-Robust Federated Learning With Theoretical Guarantee

Author(s): Xiuhua Wang, Shuai Wang, Yiwei Li, Fengrui Fan, Shikang Li, Xiaodong Lin

Pages: 6369 - 6384

38) Multimodal Fusion Induced Attention Network for Industrial VOCs Detection

Author(s): Yu Kang, Kehao Shi, Jifang Tan, Yang Cao, Lijun Zhao, Zhenyi Xu

Pages: 6385 - 6398

39) Simultaneous Learning and Planning Within Sensing Range: An Approach for Local Path Planning

Author(s): Lokesh Kumar, Arup Kumar Sadhu, Ranjan Dasgupta

Pages: 6399 - 6411

40) Generative Representation Learning in Recurrent Neural Networks for Causal Timeseries Forecasting

Author(s): Georgios Chatziparaskevas, Ioannis Mademlis, Ioannis Pitas

Pages: 6412 - 6425

41) Federated c-Means and Fuzzy c-Means Clustering Algorithms for Horizontally and Vertically Partitioned Data

Author(s): José Luis Corcuera Bárcena, Francesco Marcelloni, Alessandro Renda, Alessio Bechini, Pietro Ducange

Pages: 6426 - 6441

42) A Comprehensive Radiogenomic Feature Characterization of 19/20 Co-gain in Glioblastoma

Author(s): Padmaja Jonnalagedda, Brent Weinberg, Taejin L. Min, Shiv Bhanu, Bir Bhanu

Pages: 6442 - 6456

43) LSTM-Based Model Compression for CAN Security in Intelligent Vehicles

Author(s): Yuan Feng, Yingxu Lai, Ye Chen, Zhaoyi Zhang, Jingwen Wei

Pages: 6457 - 6471

44) Deep Imbalanced Learning for Multimodal Emotion Recognition in Conversations

Author(s): Tao Meng, Yuntao Shou, Wei Ai, Nan Yin, Keqin Li

Pages: 6472 - 6487

45) FIMKD: Feature-Implicit Mapping Knowledge Distillation for RGB-D Indoor Scene Semantic Segmentation

Author(s): Wujie Zhou, Yuxiang Xiao, Yuanyuan Liu, Qiuping Jiang

Pages: 6488 - 6499

46) Two-Stage Representation Refinement Based on Convex Combination for 3-D Human Poses Estimation

Author(s): Luefeng Chen, Wei Cao, Biao Zheng, Min Wu, Witold Pedrycz, Kaoru Hirota

Pages: 6500 - 6508

47) Cooperative Advantage Actor–Critic Reinforcement Learning for Multiagent Pursuit-Evasion Games on Communication Graphs

Author(s): Yizhen Meng, Chun Liu, Qiang Wang, Longyu Tan

Pages: 6509 - 6523

48) RADiff: Controllable Diffusion Models for Radio Astronomical Maps Generation

Author(s): Renato Sortino, Thomas Cecconello, Andrea De Marco, Giuseppe Fiameni, Andrea Pilzer, Daniel Magro, Andrew M. Hopkins, Simone Riggi, Eva Sciacca, Adriano Ingallinera, Cristobal Bordiu, Filomena Bufano, Concetto Spampinato

Pages: 6524 - 6535

49) Higher-Order Directed Community Detection by A Multiobjective Evolutionary Framework

Author(s): Jing Xiao, Jing Cao, Xiao-Ke Xu

Pages: 6536 - 6550

50) Cost-Efficient Feature Selection for Horizontal Federated Learning

Author(s): Sourasekhar Banerjee, Devvjiit Bhuyan, Erik Elmroth, Monowar Bhuyan

Pages: 6551 - 6565

51) Self-Model-Free Learning Versus Learning With External Rewards in Information Constrained Environments

Author(s): Prachi Pratyusha Sahoo, Kyriakos G. Vamvoudakis

Pages: 6566 - 6579

52) Event-Triggered Fuzzy Adaptive Stabilization of Parabolic PDE–ODE Systems

Author(s): Yuan-Xin Li, Bo Xu, Xing-Yu Zhang

Pages: 6580 - 6590

53) Optimal Control of Stochastic Markovian Jump Systems With Wiener and Poisson Noises: Two Reinforcement Learning Approaches

Author(s): Zhiguo Yan, Tingkun Sun, Guolin Hu

Pages: 6591 - 6600

54) Spatio-temporal Graph-Based Generation and Detection of Adversarial False Data Injection Evasion Attacks in Smart Grids

Author(s): Abdulrahman Takiddin, Muhammad Ismail, Rachad Atat, Erchin Serpedin

Pages: 6601 - 6616

55) AugDiff: Diffusion-Based Feature Augmentation for Multiple Instance Learning in Whole Slide Image

Author(s): Zhuchen Shao, Liuxi Dai, Yifeng Wang, Haoqian Wang, Yongbing Zhang

Pages: 6617 - 6628

56) Simplified Kernel-Based Cost-Sensitive Broad Learning System for Imbalanced Fault Diagnosis

Author(s): Kaixiang Yang, Wuxing Chen, Yifan Shi, Zhiwen Yu, C. L. Philip Chen

Pages: 6629 - 6644

57) Partial Domain Adaptation for Building Borehole Lithology Model Under Weaker Geological Prior

Author(s): Jing Li, Jichen Wang, Zerui Li, Yu Kang, Wenjun Lv

Pages: 6645 - 6658

58) Evolution of Web API Cooperation Network via Exploring Community Structure and Popularity

Author(s): Guosheng Kang, Yang Wang, Jianxun Liu, Buqing Cao, Yong Xiao, Yu Xu

Pages: 6659 - 6671

59) RATs-NAS: Redirection of Adjacent Trails on Graph Convolutional Networks for Predictor-Based Neural Architecture Search

Author(s): Yu-Ming Zhang, Jun-Wei Hsieh, Chun-Chieh Lee, Kuo-Chin Fan

Pages: 6672 - 6682

60) Get Rid of Your Trail: Remotely Erasing Backdoors in Federated Learning

Author(s): Manaar Alam, Hithem Lamri, Michail Maniatakos

Pages: 6683 - 6698

61) Reinforcement Learning for Solving Colored Traveling Salesman Problems: An Entropy-Insensitive Attention Approach

Author(s): Tianyu Zhu, Xinli Shi, Xiangping Xu, Jinde Cao

Pages: 6699 - 6708

62) Constrained Multiobjective Optimization via Relaxations on Both Constraints and Objectives

Author(s): Fei Ming, Bing Xue, Mengjie Zhang, Wenyin Gong, Huixiang Zhen

Pages: 6709 - 6722

63) Towards Better Accuracy-Efficiency Trade-Offs: Dynamic Activity Inference via Collaborative Learning From Various Width-Resolution Configurations

Author(s): Lutong Qin, Lei Zhang, Chengrun Li, Chaoda Song, Dongzhou Cheng, Shuoyuan Wang, Hao Wu, Aiguo Song

Pages: 6723 - 6738

64) MTECC: A Multitask Learning Framework for Esophageal Cancer Analysis

Author(s): Jianpeng An, Wenqi Li, Yunhao Bai, Huazhen Chen, Gang Zhao, Qing Cai, Zhongke Gao

Pages: 6739 - 6751

65) Compact Multitasking Multichromosome Genetic Algorithm for Heuristic Selection in Ontology Matching

Author(s): Xingsi Xue, Jerry Chun-Wei Lin, Tong Su

Pages: 6752 - 6766

IEEE Transactions on Fuzzy Systems, Volume 32, Issue 12, December 2024

1) A Bayesian Framework for Modelling the Trust Relationships to Group Decision Making Problems

Author(s): Xianchao Dai, Hao Li, Ligang Zhou, Qun Wu, Weiping Ding, Muhammet Deveci

Pages: 6594 - 6606

2) Adaptive Memory Event-Triggered Output Feedback Finite-Time Lane-Keeping Control for Autonomous Heavy Truck With Roll Prevention

Author(s): Fei Ding, Kaicheng Zhu, Jie Liu, Chen Peng, Yafei Wang, Junguo Lu

Pages: 6607 - 6621

3) Adaptive Fuzzy Position and Force Control for Cooperative Multimanipulators With System Uncertainties and Input Dead-Zone Nonlinearities

Author(s): Xing Li, Junxuan Luo, Shaoyu Li, Fujie Wang

Pages: 6622 - 6632

4) VMCFDGS: Variable Multicenter Aggregation Clustering Method Based on Fuzzy Dominating (Dominated)-Granularity Structure

Author(s): Bin Yu, Ruihui Xu

Pages: 6633 - 6645

5) Toward Sensor Fault Detection for Autonomous Underwater Vehicles: A Zonotopic Approach

Author(s): Jitao Li, Yushi Zhang, Zhenhua Wang, Jianbin Qiu, Mingjun Zhang

Pages: 6646 - 6657

6) Mixed Fuzzy Intermittent Control for Nonlinear ODE-PDE Coupled Systems

Author(s): Zi-Peng Wang, Hua-Ran Su, Xi-Dong Shi, Junfei Qiao, Huai-Ning Wu, Tingwen Huang, Xue-Hua Yan

Pages: 6658 - 6670

7) Explain the World—Using Causality to Facilitate Better Rules for Fuzzy Systems

Author(s): Te Zhang, Christian Wagner, Jonathan M. Garibaldi

Pages: 6671 - 6683

8) HPPD-Type Fuzzy State-FDI Estimation and Resilient Control of Cyber-Physical DC Microgrids With Hybrid Attacks

Author(s): Fuyi Yang, Xiangpeng Xie, Yan-Wu Wang, Reinaldo Martínez Palhares

Pages: 6684 - 6694

9) Asynchronously Switched Control With Variable Convergence Rate for Switched Nonlinear Systems: A Persistent Dwell-Time Scheme

Author(s): Han Geng, Huasheng Zhang, Shun-Feng Su

Pages: 6695 - 6707

10) Federated Fuzzy Transfer Learning With Domain and Category Shifts

Author(s): Keqiuyin Li, Jie Lu, Hua Zuo, Guangquan Zhang

Pages: 6708 - 6719

11) Multicontext Fuzzy Clustering: Toward Interpretable Fuzzy Clustering

Author(s): Majed Alateeq, Witold Pedrycz

Pages: 6720 - 6730

12) Predefined-Time Event-Triggered Adaptive Fuzzy Formation Control for Nonholonomic Multirobot Systems

Author(s): Kewen Li, Shijie Dong

Pages: 6731 - 6743

13) Unsupervised Deep Embedding for Fuzzy Clustering

Author(s): Runxin Zhang, Yu Duan, Feiping Nie, Rong Wang, Xuelong Li

Pages: 6744 - 6753

14) Consensus Control of Nonlinear Fractional-Order Multiagent Systems With Input Saturation: A T–S Fuzzy Method

Author(s): Yilin Hao, Zhiming Fang, Jinde Cao, Heng Liu

Pages: 6754 - 6766

15) Efficient Monotonicity and Convexity Checks for Randomly Sampled Fuzzy Measures

Author(s): Gleb Beliakov, Simon James, Jian-Zhang Wu

Pages: 6767 - 6774

16) A Fuzzy Neural Network Approach to Adaptive Robust Nonsingular Sliding Mode Control for Predefined-Time Tracking of a Quadrotor

Author(s): Yongjun He, Lin Xiao, Zidong Wang, Qiuyue Zuo, Linju Li

Pages: 6775 - 6788

17) Distributed Prescribed-Time Formation Control of Heterogeneous T–S Fuzzy Multiagent Systems: A Hierarchical Design Approach

Author(s): Yongran Zhi, Lei Liu, Huijin Fan, Bo Wang

Pages: 6789 - 6800

18) A Granular Aggregation of Multifaceted Gaussian Process Models

Author(s): Lan Yang, Xiubin Zhu, Witold Pedrycz, Zhiwu Li, Xingchen Hu

Pages: 6801 - 6810

19) Adaptive Fuzzy Triggered Output Feedback Control of Nonlinear Systems via Compulsory-Event

Author(s): Xu Yuan, Bin Yang, Xudong Zhao

Pages: 6811 - 6821

20) GFS-Node: Graph Fuzzy Systems for Node Prediction

Author(s): Fuping Hu, Zhaohong Deng, Zhenping Xie, Te Zhang, Kup-Sze Choi, Fan Zhang, Shitong Wang

Pages: 6822 - 6834

21) Feature Weighting-Based Deep Fuzzy C-Means for Clustering Incomplete Time Series

Author(s): Yurui Li, Mingjing Du, Wenbin Zhang, Xiang Jiang, Yongquan Dong

Pages: 6835 - 6847

22) Observer-Based Fuzzy PID Control for Nonlinear Systems With Degraded Measurements: Dealing With Randomly Perturbed Sampling Periods

Author(s): Yezheng Wang, Zidong Wang, Lei Zou, Quanbo Ge, Hongli Dong

Pages: 6848 - 6862

23) Boundary Output Tracking of Nonlinear Parabolic Differential Systems via Fuzzy PID Control

Author(s): Jin-Feng Zhang, Jun-Wei Wang, Hak-Keung Lam, Han-Xiong Li

Pages: 6863 - 6877

24) Principal Component Analysis With Fuzzy Elastic Net for Feature Selection

Author(s): Yunlong Gao, Qinting Wu, Zhenghong Xu, Chao Cao, Jinyan Pan, Guifang Shao, Feiping Nie, Qingyuan Zhu

Pages: 6878 - 6890

25) Predefined-Time Composite Adaptive Fuzzy Nonsingular Attitude Control for Multi-UAVs

Author(s): Huanqing Wang, Muxuan Li, Huaguang Zhang, Siwen Liu

Pages: 6891 - 6903

26) Dynamic Event-Triggered Fuzzy Optimal Consensus Control for Stochastic Multiagent Systems Under Switching Topology

Author(s): Ying Xu, Kewen Li, Yongming Li

Pages: 6904 - 6916

27) Intermittent Fixed-Time Fuzzy Consensus of Nonlinear Multiagent Systems With Unknown Control Directions and Event-Based Communication

Author(s): Jian Liu, Zheng Lian, Jinglong Shi, Lu Dong, Changyin Sun

Pages: 6917 - 6928

28) Nash Equilibrium Seeking in Nonzero-Sum Games: A Prescribed-Time Fuzzy Control Approach

Author(s): Yan Zhang, Mohammed Chadli, Zhengrong Xiang

Pages: 6929 - 6938

29) T–S Fuzzy-Based Load Frequency Control of Multiarea Power System With Hybrid Delays: Performance Analysis and Improvement

Author(s): Zhe-Li Yuan, Chuan-Ke Zhang, Xing-Chen Shangguan, Yu-Long Fan, Yong He

Pages: 6939 - 6950

30) Toward Embedding Ambiguity-Sensitive Graph Neural Network Explainability

Author(s): Xiaofeng Liu, Yinglong Ma, Degang Chen, Ling Liu

Pages: 6951 - 6964

31) Multiview Fuzzy Concept-Cognitive Learning With High-Order Information Fusion of Fuzzy Attributes

Author(s): Jinbo Wang, Weihua Xu, Weiping Ding, Yuhua Qian

Pages: 6965 - 6978

32) Bipartite Synchronization of Fractional-Order T–S Fuzzy Signed Networks via Event-Triggered Intermittent Control

Author(s): Yao Xu, Zhuozhen Jiang, Xiangpeng Xie, Wenxue Li, Yongbao Wu, Reinaldo Martínez Palhares

Pages: 6979 - 6989

33) A Predefined Time Fuzzy Neural Solution With Event-Triggered Mechanism to Kinematic Planning of Manipulator With Physical Constraints

Author(s): Ying Kong, Xuxiang Zeng, Yunliang Jiang, Danfeng Sun

Pages: 6990 - 7001

34) Weakly Supervised Causal Discovery Based on Fuzzy Knowledge and Complex Data Complementarity

Author(s): Wenrui Li, Wei Zhang, Qinghao Zhang, Xuegong Zhang, Xiaowo Wang

Pages: 7002 - 7014

35) Adversarial Attack Detection via Fuzzy Predictions

Author(s): Yi Li, Plamen Angelov, Neeraj Suri

Pages: 7015 - 7024

36) Averaging Functions on Triangular Fuzzy Numbers and an Application in Graphs

Author(s): Nicolás Zumelzu, Roberto Díaz, Aldryn Aparcana, José Canumán, Álvaro Mella, Edmundo Mansilla, Diego Soto, Benjamín Bedregal

Pages: 7025 - 7036

37) Design Trend Fuzzy Granulation-Based Three-Layer Fuzzy Cognitive Map for Long-Term Forecasting of Multivariate Time Series

Author(s): Fei Yang, Fusheng Yu, Chenxi Ouyang, Yuqing Tang

Pages: 7037 - 7049

38) Adaptive Fuzzy Safety Control of Hypersonic Flight Vehicles Pursuing Adaptable Prescribed Behaviors: A Sensing and Adjustment Mechanism

Author(s): Xiangwei Bu, Ruining Luo, Maolong Lv, Humin Lei

Pages: 7050 - 7062

39) Dynamic Guaranteed Cost Event-Triggered-Based Anti-Disturbance Control of T-S Fuzzy Wind-Turbine Systems Subject to External Disturbances

Author(s): Yang Gu, Mouquan Shen, Ju H. Park, Qing-Guo Wang, Zheng Hong Zhu

Pages: 7063 - 7072

40) Fuzzy Adaptive Bipartite Consensus of Stochastic Multiagent Systems: A Singularity-Free Prescribed Performance Control Approach

Author(s): Lei Chen, Hongjing Liang, Yuhua Cheng, Tingwen Huang

Pages: 7073 - 7085

41) A New Family of Metrics in Interval Space and Their Applications to Multicriteria Decision-Making Theory

Author(s): Y. Chalco-Cano, T. M. Costa, Benjamín Bedregal, Ademir G. Chalco Cano

Pages: 7086 - 7095

42) FGRBC: A Novel Fuzzy Granular Rule-Based Classifier Using the Justifiable Granularity Principle and a Fusion Strategy

Author(s): Xiao Zhang, Yijing Liu, Jinhai Li, Changlin Mei

Pages: 7096 - 7108

43) Observer-Based Sliding Mode Control for Stochastic Sampling Fuzzy Systems With Stochastic Communication Protocol

Author(s): Junhui Wu, Jun Cheng, Huaicheng Yan, Leszek Rutkowski, Jinde Cao

Pages: 7109 - 7117

44) Dynamic Event-Based Hierarchical Fuzzy Prescribed Performance Control for Underactuated Systems With Uncertain Dead Zone

Author(s): Yi Shui, Lu Dong, Ya Zhang, Changyin Sun

Pages: 7118 - 7128

45) Long-Term Interpretable Air Quality Trend Forecasting via Directed Interval Fuzzy Cognitive Maps

Author(s): Xiaoqian Liu, Yingjun Zhang, Hui Wang, Sipei Qin, Zhenhua Zhang, Yanyan Yang, Jingping Wang

Pages: 7129 - 7142

46) Higher Order Fuzzy Membership in Motif Modularity Optimization

Author(s): Jing Xiao, Ya-Wei Wei, Jing Cao, Xiao-Ke Xu

Pages: 7143 - 7156

47) Membership Function-Dependent H∞ Control for Set-Described T-S Fuzzy System via Improved Dynamic Memory Event-Triggered Mechanism

Author(s): Qinghua Hou, Jiuxiang Dong

Pages: 7157 - 7167

48) A Cross-Field Deep Learning-Based Fuzzy Spamming Detection Approach via Collaboration of Behavior Modeling and Sentiment Analysis

Author(s): Keping Yu, Xiaogang Zhu, Zhiwei Guo, Amr Tolba, Joel J. P. C. Rodrigues, Victor C.M. Leung

Pages: 7168 - 7182

49) Adaptive Type-2 Fuzzy Filter With Kernel Density Estimation for Impulse Noise Removal

Author(s): Vikas Singh, Alankrita, Vipin Chandra Pal, Avadh Pati

Pages: 7183 - 7189

50) Fuzzy Formation Control for Nonlinear Multiagent Systems With Two Time Scales: A Reinforcement Learning Scheme

Author(s): Qing Yang, Jing Wang, Hao Shen, Ju H. Park

Pages: 7190 - 7195

51) A Novel Unsupervised Capacity Identification Approach to Deal With Redundant Criteria in Multicriteria Decision Making Problems

Author(s): Guilherme Dean Pelegrina, Leonardo Tomazeli Duarte

Pages: 7196 - 7201

Weekly Review 3 January 2025

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. Reducing AI model complexity via quantisation has a limit, and the industry might already be hitting it: https://techcrunch.com/2024/12/23/a-popular-technique-to-make-ai-more-efficient-has-drawbacks/
2. How AI could help improve networking at events: https://dataconomy.com/2024/12/24/how-ai-is-turning-networking-into-a-science-of-connection/
3. The basics of AI: https://www.kdnuggets.com/artificial-intelligence-noobs
4. AI are built from data, they are the ultimate garbage-in garbage-out machines: https://www.informationweek.com/data-management/data-quality-the-strategic-imperative-driving-ai-and-automation
5. AI is one of the factors driving the unionisation of the tech sector: https://arstechnica.com/tech-policy/2024/12/from-ai-to-rto-unpopular-policies-may-fuel-tech-worker-movements-in-2025/
6. Hypothesis-driven AI in medicine and medical research: https://www.datasciencecentral.com/the-role-of-hypothesis-driven-ai-in-medical-research/
7. Using an AI to improve another AI is pretty much a race to the bottom: https://techcrunch.com/2024/12/24/google-is-using-anthropics-claude-to-improve-its-gemini-ai/
8. Is anyone surprised that AI search can be tricked into giving misleading information? https://techcrunch.com/2024/12/26/chatgpt-search-can-be-tricked-into-misleading-users-new-research-reveals/
9. The ways in which AI can improve retail: https://www.bigdatawire.com/2024/12/19/why-the-future-of-retail-is-ai-everywhere/
10. A review of AI in 2024: https://www.kdnuggets.com/2024-biggest-moments-ai
11. If AI can do any job and replace any worker, who is making money to keep the economy going? https://www.theregister.com/2024/12/23/ai_job_replacement_comment/
12. How AI is being used in political campaigns-it's not all deepfake trickery: https://www.informationweek.com/machine-learning-ai/how-ai-is-changing-political-campaigns
13. AI are good at producing sales material but stand-alone companies that do so risk being overtaken by the incumbents: https://techcrunch.com/2024/12/26/ai-sdr-startups-are-booming-so-why-are-vcs-wary/
14. I remain skeptical that AI is an existential threat to humanity, but I do agree with Hinton that we can't leave it up to profit-driven big tech to regulate it: https://www.theguardian.com/technology/2024/dec/27/godfather-of-ai-raises-odds-of-the-technology-wiping-out-humanity-over-next-30-years

Weekly Review 27 December 2024

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. Why AI still can't handle large blocks of text: https://arstechnica.com/ai/2024/12/why-ai-language-models-choke-on-too-much-text/
2. Once trained, AI are set in their views, even if they are retrained: https://techcrunch.com/2024/12/18/new-anthropic-study-shows-ai-really-doesnt-want-to-be-forced-to-change-its-views/
3. If non-experts are rating the output of AI, we can't really trust the AI to produce accurate outputs: https://techcrunch.com/2024/12/18/exclusive-googles-gemini-is-forcing-contractors-to-rate-ai-responses-outside-their-expertise/
4. Debate around whether generative AI is a useful tool for security red teaming: https://www.theregister.com/2024/12/20/gen_ai_red_teaming/
5. Doing a literature review is one of the most time-consuming parts of doing research, but it also stimulates new ideas. Handing this off to AI is going to restrict your research programme: https://spectrum.ieee.org/scientific-research
6. AI embedded in Chrome to detect scam sites: https://www.bleepingcomputer.com/news/google/google-chrome-uses-ai-to-analyze-pages-in-new-scam-detection-feature/
7. Using AI to screen for TB by the sound of a patient's cough: https://spectrum.ieee.org/tuberculosis
8. Another company that specialises in AI security: https://techcrunch.com/2024/12/20/british-university-spinoff-mindgard-protects-companies-from-ai-threats/
9. Copyright holders do not want AI companies to be given carte blanche to ue their works to train their models: https://www.theguardian.com/technology/2024/dec/19/uk-arts-and-media-reject-plan-to-let-ai-firms-use-copyrighted-material
10. Hard-coded filters prevent ChatGPT from discussing specific names. A problem with other AI? https://arstechnica.com/information-technology/2024/12/certain-names-make-chatgpt-grind-to-a-halt-and-we-know-why/
11. The security risks around desktop AI: https://www.darkreading.com/application-security/does-desktop-ai-risk
12. AI can now distinguish between the aroma of Scottish and American whiskies. But do they know that Scottish is best? https://www.theguardian.com/technology/2024/dec/19/ai-learns-to-distinguish-between-aromas-of-us-and-scottish-whiskies
13. An attack on Google TPU that can copy the model the AI uses: https://www.theregister.com/2024/12/18/ai_model_reveal_itself/

IEEE Transactions on Games, Volume 16, Issue 4, December 2024

1) Guest Editorial: Special Issue on Human Centered AI in Game Evaluation

Author(s): Alena Denisova, Diego Perez-Liebana, Vanessa Volz, Julian Frommel, Sahar Asadi

Pages: 742 - 745

2) Video-Based Engagement Estimation of Game Streamers: An Interpretable Multimodal Neural Network Approach

Author(s): Sicheng Pan, Gary J. W. Xu, Kun Guo, Seop Hyeong Park, Hongliang Ding

Pages: 746 - 757

3) Cultural Insights in Souls-Like Games: Analyzing Player Behaviors, Perspectives, and Emotions Across a Multicultural Context

Author(s): Sicheng Pan, Gary J. W. Xu, Kun Guo, Seop Hyeong Park, Hongliang Ding

Pages: 758 - 769

4) Predicting Wargame Outcomes and Evaluating Player Performance From an Integrated Strategic and Operational Perspective

Author(s): Yusheng Sun, Yuxiang Sun, Jiahui Yu, Yuanbai Li, Xianzhong Zhou

Pages: 770 - 782

5) Improving Conditional Level Generation Using Automated Validation in Match-3 Games

Author(s): Monica Villanueva Aylagas, Joakim Bergdahl, Jonas Gillberg, Alessandro Sestini, Theodor Tolstoy, Linus Gisslén

Pages: 783 - 792

6) AstroBug: Automatic Game Bug Detection Using Deep Learning

Author(s): Elham Azizi, Loutfouz Zaman

Pages: 793 - 806

7) Using Reinforcement Learning to Generate Levels of Super Mario Bros. With Quality and Diversity

Author(s): SangGyu Nam, Chu-Hsuan Hsueh, Pavinee Rerkjirattikal, Kokolo Ikeda

Pages: 807 - 820

8) A Framework for Predicting the Impact of Game Balance Changes Through Meta Discovery

Author(s): Akash Saravanan, Matthew Guzdial

Pages: 821 - 830

9) More Human-Like Gameplay by Blending Policies From Supervised and Reinforcement Learning

Author(s): Tatsuyoshi Ogawa, Chu-Hsuan Hsueh, Kokolo Ikeda

Pages: 831 - 843

10) A Progress-Based Algorithm for Interpretable Reinforcement Learning in Regression Testing

Author(s): Pablo Gutiérrez-Sánchez, Marco A. Gómez-Martín, Pedro A. González-Calero, Pedro P. Gómez-Martín

Pages: 844 - 853

11) Multimodal Measurement of Cognitive Load in a Video Game Context: A Comparative Study Between Subjective and Objective Metrics

Author(s): Emma J. Pretty, Renan Guarese, Chloe A. Dziego, Haytham M. Fayek, Fabio Zambetta

Pages: 854 - 867

12) Understanding Fear Responses and Coping Mechanisms in VR Horror Gaming: Insights From Semistructured Interviews

Author(s): He Zhang, Xinyang Li, Xinyi Fu, Christine Qiu, Jiyuan Zhang, John M. Carroll

Pages: 868 - 881

13) Procedural Generation of Rollercoasters

Author(s): Jonathan Campbell, Clark Verbrugge

Pages: 882 - 891

14) Nested Wave Function Collapse Enables Large-Scale Content Generation

Author(s): Yuhe Nie, Shaoming Zheng, Zhan Zhuang, Julian Togelius

Pages: 892 - 902

15) Simulation-Driven Balancing of Competitive Game Levels With Reinforcement Learning

Author(s): Florian Rupp, Manuel Eberhardinger, Kai Eckert

Pages: 903 - 913

16) DanZero+: Dominating the GuanDan Game Through Reinforcement Learning

Author(s): Youpeng Zhao, Yudong Lu, Jian Zhao, Wengang Zhou, Houqiang Li

Pages: 914 - 926

17) STEP: A Framework for Automated Point Cost Estimation

Author(s): George E.M. Long, Diego Perez-Liebana, Spyridon Samothrakis

Pages: 927 - 936

18) Procedural Level Generation in Educational Games From Natural Language Instruction

Author(s): Vikram Kumaran, Dan Carpenter, Jonathan Rowe, Bradford Mott, James Lester

Pages: 937 - 946

19) Exploring Gameplay and Learning in a Narrative-Centered Digital Game for Elementary Science Education

Author(s): Seung Lee, Bradford Mott, Jessica Vandenberg, Hiller A. Spires, James Lester

Pages: 947 - 959

20) Neural Network-Based Information Set Weighting for Playing Reconnaissance Blind Chess

Author(s): Timo Bertram, Johannes Fürnkranz, Martin Müller

Pages: 960 - 970

21) The First ChatGPT4PCG Competition

Author(s): Febri Abdullah, Pittawat Taveekitworachai, Mury F. Dewantoro, Ruck Thawonmas, Julian Togelius, Jochen Renz

Pages: 971 - 980

22) The Effects of Social Presence on Gaze, Movement, Arousal and Blink Rate in Autism: A Cooperative Virtual Reality Game-Based Approach

Author(s): Trent Simmons, Joseph Snider, Leanne Chukoskie

Pages: 981 - 992

23) PyTAG: Tabletop Games for Multiagent Reinforcement Learning

Author(s): Martin Balla, George E. M. Long, James Goodman, Raluca D. Gaina, Diego Perez-Liebana

Pages: 993 - 1002

Weekly Review 20 December 2024

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. If people keep saying they've achieved general AI, eventually it might be true: https://futurism.com/openai-employee-claims-agi
2. Looks like OpenAI still hasn't learned about using copyrighted data to train its AI: https://www.extremetech.com/gaming/openai-appears-to-have-trained-sora-on-game-content
3. Microsoft wants to train one million people in Australia and New Zealand on AI skills: https://www.techrepublic.com/article/microsoft-ai-program-upskill-anz-boost-economy/
4. How AI is improving agriculture in India: https://spectrum.ieee.org/ai-agriculture
5. Organisations don't need Chief AI Officers: https://www.bigdatawire.com/2024/12/12/why-you-dont-need-a-chief-ai-officer-now-or-likely-ever-heres-what-to-do-instead/
6. Using automated reasoning to monitor AI: https://www.bigdatawire.com/2024/12/05/amazon-taps-automated-reasoning-to-safeguard-critical-ai-systems/
7. A one million book dataset for training AI: https://dataconomy.com/2024/12/13/google-and-harvard-drop-1-million-books-to-train-ai-models/
8. Bug reports generated by AI are harmful to open source projects: https://gizmodo.com/bogus-ai-generated-bug-reports-are-driving-open-source-developers-nuts-2000536711
9. Extending large language model AI to allow for non-verbal reasoning: https://arstechnica.com/ai/2024/12/are-llms-capable-of-non-verbal-reasoning/
10. I think police should be writing their own reports, not leaving it to AI, especially they're disabling safeguards: https://www.theregister.com/2024/12/12/aclu_ai_police_report/
11. An actual AI researcher and expert writes about future directions of AI: https://ieeexplore.ieee.org/document/10794556
12. Another fossil fuel powerplant being built solely to power AI: https://techcrunch.com/2024/12/13/exxon-cant-resist-the-ai-power-gold-rush/
13. Of course super-intelligent AI will be unpredictable. Humans are unpredictable, why would AI built by humans be any different? https://techcrunch.com/2024/12/13/openai-co-founder-ilya-sutskever-believes-superintelligent-ai-will-be-unpredictable/
14. AI are already showing signs of self-preserving behaviour: https://futurism.com/the-byte/openai-o1-self-preservation
15. The problems with adopting AI and how to deal with them: https://www.kdnuggets.com/overcoming-ai-implementation-challenges-lessons-early-adopters
16. The different layers and models of AI explained: https://www.extremetech.com/extreme/333143-what-is-artificial-intelligence
17. Before a developer embeds an AI in their software, they should know how that AI works: https://www.informationweek.com/software-services/what-developers-should-know-about-embedded-ai
18. Not a textbook written by AI, but a textbook that is AI: https://www.insidehighered.com/news/faculty-issues/learning-assessment/2024/12/13/ai-assisted-textbook-ucla-has-some-academics
19. Early career workers are the most concerned about AI in the workplace: https://www.computerworld.com/article/3619976/ai-in-the-workplace-is-forcing-younger-tech-workers-to-rethink-their-career-paths.html
20. We have reached peak data, and that's causing AI projects to fail: https://blocksandfiles.com/2024/12/13/hitachi-vantara-ai-strategies/
21. American whistleblowers seem to have a habit of dying, even ones from the AI industry: https://techcrunch.com/2024/12/13/openai-whistleblower-found-dead-in-san-francisco-apartment/
22. Large-scale AI need nuclear power, nothing else can satisfy the energy demands of modern algorithms: https://spectrum.ieee.org/nuclear-powered-data-center
23. A startup that is working to counter AI-generated misinformation: https://techcrunch.com/2024/12/13/as-ai-fueled-disinformation-explodes-here-comes-the-startup-counterattack/
24. How to build your organisation's internal AI talent: https://www.informationweek.com/machine-learning-ai/how-to-find-and-train-internal-ai-talent

Weekly Review 13 December 2024

Some interesting links that I Tweeted about in the last week (I also post these on Mastodon, Threads, Newsmast, and Bluesky):

1. As skeptical as I am about shoving AI into everything, this might actually be useful: https://www.extremetech.com/computing/creators-of-arc-browser-tease-new-ai-browser
2. So OpenAI won't be running ad-supported AI just yet: https://www.theregister.com/2024/12/02/openai_mulls_other_revenue_streams/
3. AGI in six years? I suppose if you keep saying something will happen in six years, eventually you'll be right: https://www.popularmechanics.com/technology/robots/a63057078/when-the-singularity-will-happen/
4. I really don't want an AI shopping for me: https://techcrunch.com/2024/12/02/the-race-is-on-to-make-ai-agents-do-your-online-shopping-for-you/
5. The role of AI in project management: https://www.datasciencecentral.com/revolutionizing-product-management-with-ai-exploring-innovation-machine-learning-and-ethical-practices-across-the-product-lifecycle/
6. How much Google's AI can tell from your photos: https://arstechnica.com/ai/2024/12/new-website-shows-you-how-much-google-ai-can-learn-from-your-photos/
7. The problem with expecting people to verify the decisions made by AI like facial recognition is that people are lazy: https://www.nzherald.co.nz/nz/rotorua-woman-fights-facial-recognition-tech-after-wrongful-supermarket-trespass/GGK7BYBC7RBLHB2MK2SOJD6UFQ/
8. Google seems to be taking the position that creators should opt-out of having their creations used to train AI, rather than Google asking for permission: https://www.theguardian.com/technology/2024/dec/03/it-feels-like-a-startup-energy-googles-uk-boss-on-the-advent-of-ai
9. AI is making its way into online courses, even though they're not that accurate about what they teach: https://techcrunch.com/2024/12/05/openai-wants-to-pair-online-courses-with-chatbots/
10. AI is a tool, it can be a helper or an enemy to artists: https://www.theverge.com/2024/12/5/24306548/stormy-pyeatte-friend-or-faux-ai-interview
11. AI can out-perform human doctors in diagnosing patients: https://www.computerworld.com/article/3613982/will-ai-help-doctors-decide-whether-you-live-or-die.html
12. Most open AI is not open, and not the same as open source software: https://www.theregister.com/2024/12/02/open_ai_research/
13. Makes we wonder if AI are creating the ads for AI: https://techcrunch.com/2024/12/03/the-abject-weirdness-of-ai-ads/
14. The first steps in benchmarking AI safety: https://www.theregister.com/2024/12/05/mlcommons_ai_safety_benchmark/
15. An AI is not the same as a search engine: https://www.theverge.com/2024/12/5/24313222/chatgpt-pardon-biden-bush-esquire
16. Education, ICT and finance are the areas most likely to be affected by AI, according to an OECD report: https://www.theregister.com/2024/12/03/ai_oecd_report/
17. How to fine tune your large language model AI: https://www.kdnuggets.com/top-5-tips-fine-tuning-llms
18. An AI weather prediction model: https://www.theregister.com/2024/12/05/google_deepmind_weather_model/
19. Emotion recognition is a fairly old application of AI: https://techcrunch.com/2024/12/05/google-says-its-new-open-models-can-identify-emotions-and-that-has-experts-worried/
20. British workers mostly perceive AI as chatbots: https://www.theregister.com/2024/12/01/uk_workplace_ai/
21. Of course AI is going to be used in weapons: https://arstechnica.com/ai/2024/12/openai-and-anduril-team-up-to-build-ai-powered-drone-defense-systems/
22. What kind of 'glitch' would exclude one particular name from an AI? And is it the only name affected? https://www.theguardian.com/technology/2024/dec/03/chatgpts-refusal-to-acknowledge-david-mayer-down-to-glitch-says-openai
23. Turns out AI didn't interfere in elections this year as much as people feared: https://www.computerworld.com/article/3618188/meta-ai-created-less-than-1-of-the-disinformation-around-2024-elections.html
24. An  overview of AI agents: https://www.computerworld.com/article/3617392/what-are-ai-agents-and-why-are-they-now-so-pervasive.html

IEEE Transactions on Neural Networks and Learning Systems, Volume 35, Number 12, December 2024

1) A Survey on Scenario Theory, Complexity, and Compression-Based Learning and Generalization

Author(s): Roberto Rocchetta, Alexander Mey, Frans A. Oliehoek

Pages: 16985 - 16999

2) Deep Learning for Visual Localization and Mapping: A Survey

Author(s): Changhao Chen, Bing Wang, Chris Xiaoxuan Lu, Niki Trigoni, Andrew Markham

Pages: 17000 - 17020

3) Benchmarking the Robustness of Instance Segmentation Models

Author(s): Yusuf Dalva, Hamza Pehlivan, Said Fahri Altındiş, Aysegul Dundar

Pages: 17021 - 17035

4) Physical Adversarial Attacks for Surveillance: A Survey

Author(s): Kien Nguyen, Tharindu Fernando, Clinton Fookes, Sridha Sridharan

Pages: 17036 - 17056

5) Self-Adaptive Graph With Nonlocal Attention Network for Skeleton-Based Action Recognition

Author(s): Chen Pang, Xingyu Gao, Zhenyu Chen, Lei Lyu

Pages: 17057 - 17069

6) Generating Semantic Adversarial Examples via Feature Manipulation in Latent Space

Author(s): Shuo Wang, Shangyu Chen, Tianle Chen, Surya Nepal, Carsten Rudolph, Marthie Grobler

Pages: 17070 - 17084

7) Attention-Driven Memory Network for Online Visual Tracking

Author(s): Huanlong Zhang, Jiamei Liang, Jiapeng Zhang, Tianzhu Zhang, Yingzi Lin, Yanfeng Wang

Pages: 17085 - 17098

8) New Scalable and Efficient Online Pairwise Learning Algorithm

Author(s): Bin Gu, Runxue Bao, Chenkang Zhang, Heng Huang

Pages: 17099 - 17110

9) SIIR: Symmetrical Information Interaction Modeling for News Recommendation

Author(s): Zhonghong Ou, Zongzhi Han, Peihang Liu, Shengyu Teng, Meina Song

Pages: 17111 - 17122

10) CIPL: Counterfactual Interactive Policy Learning to Eliminate Popularity Bias for Online Recommendation

Author(s): Yongsen Zheng, Jinghui Qin, Pengxu Wei, Ziliang Chen, Liang Lin

Pages: 17123 - 17136

11) HSGAN: Hyperspectral Reconstruction From RGB Images With Generative Adversarial Network

Author(s): Yuzhi Zhao, Lai-Man Po, Tingyu Lin, Qiong Yan, Wei Liu, Pengfei Xian

Pages: 17137 - 17150

12) Protocol-Based Synchronization of Stochastic Jumping Inertial Neural Networks Under Image Encryption Application

Author(s): Wenhai Qi, Yongbo Yang, Ju H. Park, Huaicheng Yan, Zheng-Guang Wu

Pages: 17151 - 17163

13) Quantization via Distillation and Contrastive Learning

Author(s): Zehua Pei, Xufeng Yao, Wenqian Zhao, Bei Yu

Pages: 17164 - 17176

14) Low Latency and Sparse Computing Spiking Neural Networks With Self-Driven Adaptive Threshold Plasticity

Author(s): Anguo Zhang, Jieming Shi, Junyi Wu, Yongcheng Zhou, Wei Yu

Pages: 17177 - 17188

15) A Multistage Information Complementary Fusion Network Based on Flexible-Mixup for HSI-X Image Classification

Author(s): Junjie Wang, Mengmeng Zhang, Wei Li, Ran Tao

Pages: 17189 - 17201

16) A Fast Granular-Ball-Based Density Peaks Clustering Algorithm for Large-Scale Data

Author(s): Dongdong Cheng, Ya Li, Shuyin Xia, Guoyin Wang, Jinlong Huang, Sulan Zhang

Pages: 17202 - 17215

17) Informative Trajectory Planning Using Reinforcement Learning for Minimum-Time Exploration of Spatiotemporal Fields

Author(s): Zhuo Li, Keyou You, Jian Sun, Gang Wang

Pages: 17216 - 17226

18) PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers

Author(s): Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu

Pages: 17227 - 17238

19) Partial Multiview Representation Learning With Cross-View Generation

Author(s): Wenbo Dong, Shiliang Sun

Pages: 17239 - 17253

20) Optimal Adaptive Tracking Control of Partially Uncertain Nonlinear Discrete-Time Systems Using Lifelong Hybrid Learning

Author(s): Behzad Farzanegan, Rohollah Moghadam, Sarangapani Jagannathan, Pappa Natarajan

Pages: 17254 - 17265

21) Brain Network Classification for Accurate Detection of Alzheimer’s Disease via Manifold Harmonic Discriminant Analysis

Author(s): Hongmin Cai, Xiaoqi Sheng, Guorong Wu, Bin Hu, Yiu-Ming Cheung, Jiazhou Chen

Pages: 17266 - 17280

22) Observer-Based Consensus Control for MASs With Prescribed Constraints via Reinforcement Learning Algorithm

Author(s): Ao Luo, Qi Zhou, Hui Ma, Hongyi Li

Pages: 17281 - 17291

23) Self-Supervised Monocular Depth Estimation With Self-Perceptual Anomaly Handling

Author(s): Yourun Zhang, Maoguo Gong, Mingyang Zhang, Jianzhao Li

Pages: 17292 - 17306

24) AAformer: Auto-Aligned Transformer for Person Re-Identification

Author(s): Kuan Zhu, Haiyun Guo, Shiliang Zhang, Yaowei Wang, Jing Liu, Jinqiao Wang, Ming Tang

Pages: 17307 - 17317

25) Robust Reward-Free Actor–Critic for Cooperative Multiagent Reinforcement Learning

Author(s): Qifeng Lin, Qing Ling

Pages: 17318 - 17329

26) Maximum Correntropy Filtering for Complex Networks With Uncertain Dynamical Bias: Enabling Componentwise Event-Triggered Transmission

Author(s): Weihao Song, Zidong Wang, Zhongkui Li, Qing-Long Han, Dong Yue

Pages: 17330 - 17343

27) A Complex-Former Tracker With Dynamic Polar Spatio-Temporal Encoding

Author(s): Xiaotong Li, Licheng Jiao, Hao Zhu, Zhongjian Huang, Fang Liu, Lingling Li, Puhua Chen, Shuyuan Yang

Pages: 17344 - 17358

28) A Memory-Efficient Federated Kernel Support Vector Machine for Edge Devices

Author(s): Xiaochen Zhou, Xudong Wang

Pages: 17359 - 17371

29) Graph Evolution-Based Vertex Extraction for Hyperspectral Anomaly Detection

Author(s): Xianchang Yang, Bing Tu, Qianming Li, Jun Li, Antonio Plaza

Pages: 17372 - 17386

30) A Bio-Inspired Spiking Attentional Neural Network for Attentional Selection in the Listening Brain

Author(s): Siqi Cai, Peiwen Li, Haizhou Li

Pages: 17387 - 17397

31) Ricci Curvature-Based Graph Sparsification for Continual Graph Representation Learning

Author(s): Xikun Zhang, Dongjin Song, Dacheng Tao

Pages: 17398 - 17410

32) When to Switch: Planning and Learning for Partially Observable Multi-Agent Pathfinding

Author(s): Alexey Skrynnik, Anton Andreychuk, Konstantin Yakovlev, Aleksandr I. Panov

Pages: 17411 - 17424

33) Online and Robust Intermittent Motion Planning in Dynamic and Changing Environments

Author(s): Zirui Xu, George P. Kontoudis, Kyriakos G. Vamvoudakis

Pages: 17425 - 17439

34) Adaptive Dynamic Event-Triggered Distributed Output Observer for Leader–Follower Multiagent Systems Under Directed Graphs

Author(s): Juan Zhang, Huaguang Zhang, Wei Wang, Yanhong Luo, Gang Wang

Pages: 17440 - 17449

35) A Fast Evolutionary Knowledge Transfer Search for Multiscale Deep Neural Architecture

Author(s): Ruohan Zhang, Licheng Jiao, Dan Wang, Fang Liu, Xu Liu, Shuyuan Yang

Pages: 17450 - 17464

36) Crowd Counting Based on Multiscale Spatial Guided Perception Aggregation Network

Author(s): Zhangping Chen, Shuo Zhang, Xiaoqing Zheng, Xiaodong Zhao, Yaguang Kong

Pages: 17465 - 17478

37) FedGAMMA: Federated Learning With Global Sharpness-Aware Minimization

Author(s): Rong Dai, Xun Yang, Yan Sun, Li Shen, Xinmei Tian, Meng Wang, Yongdong Zhang

Pages: 17479 - 17492

38) Finite-Horizon H∞ State Estimation for Complex Networks With Uncertain Couplings and Packet Losses: Handling Amplify-and-Forward Relays

Author(s): Xueyang Meng, Zidong Wang, Fan Wang, Yun Chen

Pages: 17493 - 17503

39) Toward Learning Joint Inference Tasks for IASS-MTS Using Dual Attention Memory With Stochastic Generative Imputation

Author(s): Zhen Wang, Yang Zhang, Yan Pang, Nannan Wang, Mohamed Jaward Bah, Ke Li, Ji Zhang

Pages: 17504 - 17518

40) An Adaptation-Aware Interactive Learning Approach for Multiple Operational Condition-Based Degradation Modeling

Author(s): Di Wang, Ying Wang, Xiaochen Xian, Bin Cheng

Pages: 17519 - 17533

41) A Human–Machine Joint Learning Framework to Boost Endogenous BCI Training

Author(s): Hanwen Wang, Yu Qi, Lin Yao, Yueming Wang, Dario Farina, Gang Pan

Pages: 17534 - 17548

42) Hierarchical Adversarial Inverse Reinforcement Learning

Author(s): Jiayu Chen, Tian Lan, Vaneet Aggarwal

Pages: 17549 - 17558

43) Joint Projection Learning and Tensor Decomposition-Based Incomplete Multiview Clustering

Author(s): Wei Lv, Chao Zhang, Huaxiong Li, Xiuyi Jia, Chunlin Chen

Pages: 17559 - 17570

44) Coevolutionary Neural Solution for Nonconvex Optimization With Noise Tolerance

Author(s): Long Jin, Zeyu Su, Dongyang Fu, Xiuchun Xiao

Pages: 17571 - 17581

45) Block-Wise Partner Learning for Model Compression

Author(s): Xin Zhang, Weiying Xie, Yunsong Li, Jie Lei, Kai Jiang, Leyuan Fang, Qian Du

Pages: 17582 - 17595

46) Event-Driven Spiking Learning Algorithm Using Aggregated Labels

Author(s): Xiurui Xie, Yansong Chua, Guisong Liu, Malu Zhang, Guangchun Luo, Huajin Tang

Pages: 17596 - 17607

47) Master–Slave Deep Architecture for Top-K Multiarmed Bandits With Nonlinear Bandit Feedback and Diversity Constraints

Author(s): Hanchi Huang, Li Shen, Deheng Ye, Wei Liu

Pages: 17608 - 17619

48) Federated Data Quality Assessment Approach: Robust Learning With Mixed Label Noise

Author(s): Bixiao Zeng, Xiaodong Yang, Yiqiang Chen, Hanchao Yu, Chunyu Hu, Yingwei Zhang

Pages: 17620 - 17634

49) A Multitask Network for Joint Multispectral Pansharpening on Diverse Satellite Data

Author(s): Dong Wang, Chanyue Wu, Yunpeng Bai, Ying Li, Changjing Shang, Qiang Shen

Pages: 17635 - 17649

50) Graph Joint Representation Clustering via Penalized Graph Contrastive Learning

Author(s): Zihua Zhao, Rong Wang, Zheng Wang, Feiping Nie, Xuelong Li

Pages: 17650 - 17661

51) K-Relations-Based Consensus Clustering With Entropy-Norm Regularizers

Author(s): Liang Bai, Jiye Liang

Pages: 17662 - 17673

52) Neural Networks for Portfolio Analysis With Cardinality Constraints

Author(s): Xinwei Cao, Shuai Li

Pages: 17674 - 17687

53) Event-Triggered Adaptive Antidisturbance Switching Control for Switched Systems With Dynamic Neural Network Disturbance Modeling

Author(s): Ying Zhao, Yuxuan Gao, Hong Sang, Jun Fu, Yuzhe Li

Pages: 17688 - 17700

54) Graph Neural Networks on SPD Manifolds for Motor Imagery Classification: A Perspective From the Time–Frequency Analysis

Author(s): Ce Ju, Cuntai Guan

Pages: 17701 - 17715

55) Multiresolution Interpretable Contourlet Graph Network for Image Classification

Author(s): Jie Chen, Licheng Jiao, Xu Liu, Fang Liu, Lingling Li, Shuyuan Yang

Pages: 17716 - 17729

56) Learning Generative Models Using Denoising Density Estimators

Author(s): Siavash A. Bigdeli, Geng Lin, L. Andrea Dunbar, Tiziano Portenier, Matthias Zwicker

Pages: 17730 - 17741

57) Optimized Distributed Filtering for Saturated Systems With Amplify-and-Forward Relays Over Sensor Networks: A Dynamic Event-Triggered Approach

Author(s): Jun Hu, Jiaxing Li, Huaicheng Yan, Hongjian Liu

Pages: 17742 - 17753

58) Global and Local Interactive Perception Network for Referring Image Segmentation

Author(s): Jing Liu, Hongchen Tan, Yongli Hu, Yanfeng Sun, Huasheng Wang, Baocai Yin

Pages: 17754 - 17767

59) Comparing the Pretrained Models of Source Code by Re-pretraining Under a Unified Setup

Author(s): Changan Niu, Chuanyi Li, Vincent Ng, Bin Luo

Pages: 17768 - 17778

60) Medical Transformer: Universal Encoder for 3-D Brain MRI Analysis

Author(s): Eunji Jun, Seungwoo Jeong, Da-Woon Heo, Heung-Il Suk

Pages: 17779 - 17789

61) Online Active Continual Learning for Robotic Lifelong Object Recognition

Author(s): Xiangli Nie, Zhiguang Deng, Mingdong He, Mingyu Fan, Zheng Tang

Pages: 17790 - 17804

62) Zero-Shot Human–Object Interaction Detection via Similarity Propagation

Author(s): Daoming Zong, Shiliang Sun

Pages: 17805 - 17816

63) Adaptive Event-Triggered Bipartite Formation for Multiagent Systems via Reinforcement Learning

Author(s): Huarong Zhao, Jinjun Shan, Li Peng, Hongnian Yu

Pages: 17817 - 17828

64) NVIF: Neighboring Variational Information Flow for Cooperative Large-Scale Multiagent Reinforcement Learning

Author(s): Jiajun Chai, Yuanheng Zhu, Dongbin Zhao

Pages: 17829 - 17841

65) Domain-Adaptive Graph Attention-Supervised Network for Cross-Network Edge Classification

Author(s): Xiao Shen, Mengqiu Shao, Shirui Pan, Laurence T. Yang, Xi Zhou

Pages: 17842 - 17855

66) TECO: A Unified Feature Map Compression Framework Based on Transform and Entropy

Author(s): Yubo Shi, Meiqi Wang, Tianyu Cao, Jun Lin, Zhongfeng Wang

Pages: 17856 - 17866

67) Scalable-MADDPG-Based Cooperative Target Invasion for a Multi-USV System

Author(s): Cheng-Cheng Wang, Yu-Long Wang, Peng Shi, Fei Wang

Pages: 17867 - 17877

68) Flexible Vertical Federated Learning With Heterogeneous Parties

Author(s): Timothy Castiglia, Shiqiang Wang, Stacy Patterson

Pages: 17878 - 17892

69) Enhancing Distributed Neural Network Training Through Node-Based Communications

Author(s): Sergio Moreno-Álvarez, Mercedes E. Paoletti, Gabriele Cavallaro, Juan M. Haut

Pages: 17893 - 17907

70) GTR: An SQL Generator With Transition Representation in Cross-Domain Database Systems

Author(s): Shaojie Qiao, Chenxu Liu, Guoping Yang, Nan Han, Yuhan Peng, Lingchun Wu, He Li, Guan Yuan

Pages: 17908 - 17920

71) Curved Geometric Networks for Visual Anomaly Recognition

Author(s): Jie Hong, Pengfei Fang, Weihao Li, Junlin Han, Lars Petersson, Mehrtash Harandi

Pages: 17921 - 17934

72) Localizing From Classification: Self-Directed Weakly Supervised Object Localization for Remote Sensing Images

Author(s): Jing Bai, Junjie Ren, Zhu Xiao, Zheng Chen, Chengxi Gao, Talal Ahmed Ali Ali, Licheng Jiao

Pages: 17935 - 17949

73) Mild Policy Evaluation for Offline Actor–Critic

Author(s): Longyang Huang, Botao Dong, Jinhui Lu, Weidong Zhang

Pages: 17950 - 17964

74) Discretize Relaxed Solution of Spectral Clustering via a Nonheuristic Algorithm

Author(s): Hongyuan Zhang, Xuelong Li

Pages: 17965 - 17972

75) Image-Specific Information Suppression and Implicit Local Alignment for Text-Based Person Search

Author(s): Shuanglin Yan, Hao Tang, Liyan Zhang, Jinhui Tang

Pages: 17973 - 17986

76) QC-ODKLA: Quantized and Communication- Censored Online Decentralized Kernel Learning via Linearized ADMM

Author(s): Ping Xu, Yue Wang, Xiang Chen, Zhi Tian

Pages: 17987 - 17999

77) Interactive Prognosis Framework Between Deep Learning and a Stochastic Process Model for Remaining Useful Life Prediction

Author(s): Hong Pei, Xiaosheng Si, Tianmei Li, Zhengxin Zhang, Yaguo Lei

Pages: 18000 - 18012

78) Rectify ViT Shortcut Learning by Visual Saliency

Author(s): Chong Ma, Lin Zhao, Yuzhong Chen, Lei Guo, Tuo Zhang, Xintao Hu, Dinggang Shen, Xi Jiang, Tianming Liu

Pages: 18013 - 18025

79) Predefined-Time Convergent Kinematic Control of Robotic Manipulators With Unknown Models Based on Hybrid Neural Dynamics and Human Behaviors

Author(s): Ning Tan, Peng Yu

Pages: 18026 - 18038

80) Confusion Region Mining for Crowd Counting

Author(s): Jiawen Zhu, Wenda Zhao, Libo Yao, You He, Maodi Hu, Xiaoxing Zhang, Shuo Wang, Tao Li, Huchuan Lu

Pages: 18039 - 18051

81) Neural Networks for Portfolio Analysis in High-Frequency Trading

Author(s): Xinwei Cao, Chen Peng, Yuhua Zheng, Shuai Li, Tran Thu Ha, Victor Shutyaev, Vasilios Katsikis, Predrag Stanimirovic

Pages: 18052 - 18061

82) Site-Invariant Meta-Modulation Learning for Multisite Autism Spectrum Disorders Diagnosis

Author(s): Jaein Lee, Eunsong Kang, Da-Woon Heo, Heung-Il Suk

Pages: 18062 - 18075

83) A Hybrid Data Preprocessing-Based Hierarchical Attention BiLSTM Network for Remaining Useful Life Prediction of Spacecraft Lithium-Ion Batteries

Author(s): Tianyi Luo, Ming Liu, Peng Shi, Guangren Duan, Xibin Cao

Pages: 18076 - 18089

84) DW-GAN: Toward High-Fidelity Color-Tones of GAN-Generated Images With Dynamic Weights

Author(s): Wei Li, Chengchun Gu, Jinlin Chen, Chao Ma, Xiaowu Zhang, Bin Chen, Ping Chen

Pages: 18090 - 18104

85) Semisupervised Subspace Learning With Adaptive Pairwise Graph Embedding

Author(s): Hebing Nie, Qi Li, Zheng Wang, Haifeng Zhao, Feiping Nie

Pages: 18105 - 18119

86) A Lightweight Pixel-Level Unified Image Fusion Network

Author(s): Jinyang Liu, Shutao Li, Haibo Liu, Renwei Dian, Xiaohui Wei

Pages: 18120 - 18132

87) Concurrent Learning-Based Adaptive Control of Underactuated Robotic Systems With Guaranteed Transient Performance for Both Actuated and Unactuated Motions

Author(s): Tong Yang, Ning Sun, Zhuoqing Liu, Yongchun Fang

Pages: 18133 - 18144

88) Hybrid Quantum-Classical Convolutional Neural Network Model for Image Classification

Author(s): Fan Fan, Yilei Shi, Tobias Guggemos, Xiao Xiang Zhu

Pages: 18145 - 18159

89) Graph Convolutional Neural Networks With Diverse Negative Samples via Decomposed Determinant Point Processes

Author(s): Wei Duan, Junyu Xuan, Maoying Qiao, Jie Lu

Pages: 18160 - 18171

90) ARISE: Graph Anomaly Detection on Attributed Networks via Substructure Awareness

Author(s): Jingcan Duan, Bin Xiao, Siwei Wang, Haifang Zhou, Xinwang Liu

Pages: 18172 - 18185

91) Beyond Pattern Variance: Unsupervised 3-D Action Representation Learning With Point Cloud Sequence

Author(s): Bo Tan, Yang Xiao, Yancheng Wang, Shuai Li, Jianyu Yang, Zhiguo Cao, Joey Tianyi Zhou, Junsong Yuan

Pages: 18186 - 18199

92) Automatic Temperature Parameter Tuning for Reinforcement Learning Using Path Integral Policy Improvement

Author(s): Hiroyasu Nakano, Ryo Ariizumi, Toru Asai, Shun-Ichi Azuma

Pages: 18200 - 18211

93) Edge Removal and Q-Learning for Stabilizability of Boolean Networks

Author(s): Wenrong Li, Haitao Li

Pages: 18212 - 18221

94) SSTF-Unet: Spatial–Spectral Transformer-Based U-Net for High-Resolution Hyperspectral Image Acquisition

Author(s): Haibo Liu, Chenguo Feng, Renwei Dian, Shutao Li

Pages: 18222 - 18236

95) Path Following Control for Unmanned Surface Vehicles: A Reinforcement Learning-Based Method With Experimental Validation

Author(s): Yuanda Wang, Jingyu Cao, Jia Sun, Xuesong Zou, Changyin Sun

Pages: 18237 - 18250

96) Distribution Fitting for Combating Mode Collapse in Generative Adversarial Networks

Author(s): Yanxiang Gong, Zhiwei Xie, Guozhen Duan, Zheng Ma, Mei Xie

Pages: 18251 - 18262

97) Attention-Based Multimodal tCNN for Classification of Steady-State Visual Evoked Potentials and Its Application to Gripper Control

Author(s): Jiannan Chen, Fuchun Sun, Wenjun Zhang, Shubin Zhang, Kai Liu, Chunpeng Qi

Pages: 18263 - 18271

98) Iterative Deep Structural Graph Contrast Clustering for Multiview Raw Data

Author(s): Zhibin Dong, Jiaqi Jin, Yuyang Xiao, Siwei Wang, Xinzhong Zhu, Xinwang Liu, En Zhu

Pages: 18272 - 18284

99) RadarFormer: End-to-End Human Perception With Through-Wall Radar and Transformers

Author(s): Zhijie Zheng, Diankun Zhang, Xiao Liang, Xiaojun Liu, Guangyou Fang

Pages: 18285 - 18299

100) Neural Improvement Heuristics for Graph Combinatorial Optimization Problems

Author(s): Andoni I. Garmendia, Josu Ceberio, Alexander Mendiburu

Pages: 18300 - 18312

101) Redundancy-Free Self-Supervised Relational Learning for Graph Clustering

Author(s): Siyu Yi, Wei Ju, Yifang Qin, Xiao Luo, Luchen Liu, Yongdao Zhou, Ming Zhang

Pages: 18313 - 18327

102) On the Real-World Adversarial Robustness of Real-Time Semantic Segmentation Models for Autonomous Driving

Author(s): Giulio Rossolini, Federico Nesti, Gianluca D’Amico, Saasha Nair, Alessandro Biondi, Giorgio Buttazzo

Pages: 18328 - 18342

103) D2CFR: Minimize Counterfactual Regret With Deep Dueling Neural Network

Author(s): Huale Li, Xuan Wang, Zengyue Guo, Jiajia Zhang, Shuhan Qi

Pages: 18343 - 18356

104) Template-Free Prompting for Few-Shot Named Entity Recognition via Semantic-Enhanced Contrastive Learning

Author(s): Kai He, Rui Mao, Yucheng Huang, Tieliang Gong, Chen Li, Erik Cambria

Pages: 18357 - 18369

105) Structure-Aware Graph Attention Diffusion Network for Protein–Ligand Binding Affinity Prediction

Author(s): Mei Li, Ye Cao, Xiaoguang Liu, Hua Ji

Pages: 18370 - 18380

106) Accurate Lung Nodule Segmentation With Detailed Representation Transfer and Soft Mask Supervision

Author(s): Changwei Wang, Rongtao Xu, Shibiao Xu, Weiliang Meng, Jun Xiao, Xiaopeng Zhang

Pages: 18381 - 18393

107) A Dynamic Gain Fixed-Time Robust ZNN Model for Time-Variant Equality Constrained Quaternion Least Squares Problem With Applications to Multiagent Systems

Author(s): Penglin Cao, Lin Xiao, Yongjun He, Jichun Li

Pages: 18394 - 18403

108) HQG-Net: Unpaired Medical Image Enhancement With High-Quality Guidance

Author(s): Chunming He, Kai Li, Guoxia Xu, Jiangpeng Yan, Longxiang Tang, Yulun Zhang, Yaowei Wang, Xiu Li

Pages: 18404 - 18418

109) Gradient Correction for White-Box Adversarial Attacks

Author(s): Hongying Liu, Zhijin Ge, Zhenyu Zhou, Fanhua Shang, Yuanyuan Liu, Licheng Jiao

Pages: 18419 - 18430

110) InitialGAN: A Language GAN With Completely Random Initialization

Author(s): Da Ren, Qing Li

Pages: 18431 - 18444

111) Deformable Dynamic Sampling and Dynamic Predictable Mask Mining for Image Inpainting

Author(s): Cai Cai, Yu Zeng, Shu Yang, Xu Jia, Huchuan Lu, You He

Pages: 18445 - 18454

112) INNAbstract: An INN-Based Abstraction Method for Large-Scale Neural Network Verification

Author(s): Fateh Boudardara, Abderraouf Boussif, Pierre-Jean Meyer, Mohamed Ghazel

Pages: 18455 - 18469

113) Collaborative Camouflaged Object Detection: A Large-Scale Dataset and Benchmark

Author(s): Cong Zhang, Hongbo Bi, Tian-Zhu Xiang, Ranwan Wu, Jinghui Tong, Xiufang Wang

Pages: 18470 - 18484

114) RAP Vol: Robust Adversary Populations With Volume Diversity Measure

Author(s): Jiachen Yang, Jipeng Zhang

Pages: 18485 - 18498

115) Mind Reasoning Manners: Enhancing Type Perception for Generalized Zero-Shot Logical Reasoning Over Text

Author(s): Fangzhi Xu, Jun Liu, Qika Lin, Tianzhe Zhao, Jian Zhang, Lingling Zhang

Pages: 18499 - 18511

116) When Broad Learning System Meets Label Noise Learning: A Reweighting Learning Framework

Author(s): Licheng Liu, Junhao Chen, Bin Yang, Qiying Feng, C. L. Philip Chen

Pages: 18512 - 18524

117) SMONAC: Supervised Multiobjective Negative Actor–Critic for Sequential Recommendation

Author(s): Fei Zhou, Biao Luo, Zhengke Wu, Tingwen Huang

Pages: 18525 - 18537

118) Dynamic Recognition of Speakers for Consent Management by Contrastive Embedding Replay

Author(s): Arash Shahmansoori, Utz Roedig

Pages: 18538 - 18552

119) Sampling Efficient Deep Reinforcement Learning Through Preference-Guided Stochastic Exploration

Author(s): Wenhui Huang, Cong Zhang, Jingda Wu, Xiangkun He, Jie Zhang, Chen Lv

Pages: 18553 - 18564

120) Hybrid Network Using Dynamic Graph Convolution and Temporal Self-Attention for EEG-Based Emotion Recognition

Author(s): Cheng Cheng, Zikang Yu, Yong Zhang, Lin Feng

Pages: 18565 - 18575

121) Pixel-Centric Context Perception Network for Camouflaged Object Detection

Author(s): Ze Song, Xudong Kang, Xiaohui Wei, Shutao Li

Pages: 18576 - 18589

122) Contextual Learning in Fourier Complex Field for VHR Remote Sensing Images

Author(s): Yan Zhang, Xiyuan Gao, Qingyan Duan, Jiaxu Leng, Xiao Pu, Xinbo Gao

Pages: 18590 - 18604

123) Pseudo-Label Guided Structural Discriminative Subspace Learning for Unsupervised Feature Selection

Author(s): Zheng Wang, Yongjin Yuan, Rong Wang, Feiping Nie, Qinghua Huang, Xuelong Li

Pages: 18605 - 18619

124) SOUL-Net: A Sparse and Low-Rank Unrolling Network for Spectral CT Image Reconstruction

Author(s): Xiang Chen, Wenjun Xia, Ziyuan Yang, Hu Chen, Yan Liu, Jiliu Zhou, Zhe Wang, Yang Chen, Bihan Wen, Yi Zhang

Pages: 18620 - 18634

125) Bayesian Hierarchical Graph Neural Networks With Uncertainty Feedback for Trustworthy Fault Diagnosis of Industrial Processes

Author(s): Dongyue Chen, Zongxia Xie, Ruonan Liu, Wenlong Yu, Qinghua Hu, Xianling Li, Steven X. Ding

Pages: 18635 - 18648

126) Propagation Structure Fusion for Rumor Detection Based on Node-Level Contrastive Learning

Author(s): Jiachen Ma, Yong Liu, Meng Han, Chunqiang Hu, Zhaojie Ju

Pages: 18649 - 18660

127) Multiview Spectral Clustering Based on Consensus Neighbor Strategy

Author(s): Jiayi Tang, Yuping Lai, Xinwang Liu

Pages: 18661 - 18673

128) Variable Gain Impulsive Synchronization for Discrete-Time Delayed Neural Networks and Its Application in Digital Secure Communication

Author(s): Wu-Hua Chen, Yufan Chen, Wei Xing Zheng

Pages: 18674 - 18686

129) Convergence Analysis of Online Gradient Method for High-Order Neural Networks and Their Sparse Optimization

Author(s): Qinwei Fan, Qian Kang, Jacek M. Zurada, Tingwen Huang, Dongpo Xu

Pages: 18687 - 18701

130) Event-Triggered Learning-Based Fault Accommodation for a Class of Nonlinear Interconnected Systems

Author(s): Dong Zhao, Xiaodong Zhang, Marios M. Polycarpou

Pages: 18702 - 18716

131) Learnable Central Similarity Quantization for Efficient Image and Video Retrieval

Author(s): Li Yuan, Tao Wang, Xiaopeng Zhang, Francis Eng Hock Tay, Zequn Jie, Yonghong Tian, Wei Liu, Jiashi Feng

Pages: 18717 - 18730

132) AMS-Net: Modeling Adaptive Multi-Granularity Spatio-Temporal Cues for Video Action Recognition

Author(s): Qilong Wang, Qiyao Hu, Zilin Gao, Peihua Li, Qinghua Hu

Pages: 18731 - 18745

133) Multistability and Robustness of Competitive Neural Networks With Time-Varying Delays

Author(s): Song Zhu, Jiahui Zhang, Xiaoyang Liu, Mouquan Shen, Shiping Wen, Chaoxu Mu

Pages: 18746 - 18757

134) Conditional Goal-Oriented Trajectory Prediction for Interacting Vehicles

Author(s): Ding Li, Qichao Zhang, Shuai Lu, Yifeng Pan, Dongbin Zhao

Pages: 18758 - 18770

135) Adaptive Neural Control of Constrained MIMO Nonlinear Systems With Asymmetric Input Saturation and Dead Zone

Author(s): Zhibao Song, Lihong Gao, Zhen Wang, Ping Li

Pages: 18771 - 18783

136) Toward Robust Discriminative Projections Learning Against Adversarial Patch Attacks

Author(s): Zheng Wang, Feiping Nie, Hua Wang, Heng Huang, Fei Wang

Pages: 18784 - 18798

137) Regression-Based Hyperparameter Learning for Support Vector Machines

Author(s): Shili Peng, Wenwu Wang, Yinli Chen, Xueling Zhong, Qinghua Hu

Pages: 18799 - 18813

138) Merge Loss Calculation Method for Highly Imbalanced Data Multiclass Classification

Author(s): Zehua Du, Hao Zhang, Zhiqiang Wei, Yuanyuan Zhu, Jiali Xu, Xianqing Huang, Bo Yin

Pages: 18814 - 18827

139) Graph-Based Semi-Supervised Deep Image Clustering With Adaptive Adjacency Matrix

Author(s): Shifei Ding, Haiwei Hou, Xiao Xu, Jian Zhang, Lili Guo, Ling Ding

Pages: 18828 - 18837

140) Understanding Double Descent Using VC-Theoretical Framework

Author(s): Eng Hock Lee, Vladimir Cherkassky

Pages: 18838 - 18847

141) The Deep Promotion Time Cure Model

Author(s): Victor Medina-Olivares, Stefan Lessmann, Nadja Klein

Pages: 18848 - 18858

142) Bypassing Stationary Points in Training Deep Learning Models

Author(s): Jaeheun Jung, Donghun Lee

Pages: 18859 - 18871

143) Probabilistic Forecasting With Modified N-BEATS Networks

Author(s): Jente Van Belle, Ruben Crevits, Daan Caljon, Wouter Verbeke

Pages: 18872 - 18885

144) Asymptotic Stability of Delayed Boolean Networks With Random Data Dropouts

Author(s): Chi Huang, Wenjun Xiong, Jianquan Lu, Darong Huang

Pages: 18886 - 18891

145) Spike Attention Coding for Spiking Neural Networks

Author(s): Jiawen Liu, Yifan Hu, Guoqi Li, Jing Pei, Lei Deng

Pages: 18892 - 18898

146) Synchronization of Time-Delay Coupled Neural Networks With Stabilizing Delayed Impulsive Control

Author(s): Lingzhong Zhang, Jianquan Lu, Fengyi Liu, Jungang Lou

Pages: 18899 - 18906

147) Limit Cycle of a Single-Neuron System With Smooth Continuous and Binary-Value Activation Functions and Its Circuitry Design

Author(s): Jintao Huang, Xiaofeng Liao, Yunhang Zhu

Pages: 18907 - 18913

148) A Gradient-Aware Search Algorithm for Constrained Markov Decision Processes

Author(s): Sami Khairy, Prasanna Balaprakash, Lin X. Cai

Pages: 18914 - 18921

149) Effect of Time-Varying Multiplicative Noise on DNN-kWTA Model

Author(s): Wenhao Lu, Yuanjin Zheng, Chi-Sing Leung

Pages: 18922 - 18930