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, November 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

IEEE Transactions on Emerging Topics in Computational Intelligence, Volume 8, Issue 6, December 2024

1) Decentralized Triggering and Event-Based Integral Reinforcement Learning for Multiplayer Differential Game Systems

Author(s): Chaoxu Mu, Ke Wang, Song Zhu, Guangbin Cai

Pages: 3727 - 3741

2) Synchronized Video and EEG Based Childhood Epilepsy Seizure Detection

Author(s): Jiuwen Cao, Yuan Fang, Xiaonan Cui, Runze Zheng, Tiejia Jiang, Feng Gao

Pages: 3742 - 3753

3) Zeroth-Order Decentralized Dual Averaging for Online Optimization With Privacy Consideration

Author(s): Keke Zhang, Qingguo Lü, Xiaofeng Liao, Huaqing Li

Pages: 3754 - 3766

4) Deep Regression Modeling for Imbalanced and Incomplete Time-Series Data

Author(s): Murtadha D. Hssayeni, Behnaz Ghoraani

Pages: 3767 - 3778

5) OCI-SSL: Open Class-Imbalanced Semi-Supervised Learning With Contrastive Learning

Author(s): Yuting Zhou, Can Gao, Jie Zhou, Weiping Ding, Linlin Shen, Zhihui Lai

Pages: 3779 - 3792

6) Multi-Objective Hole-Making Sequence Optimization by Genetic Algorithm Based on Q-Learning

Author(s): Desong Zhang, Yanjie Chen, Guangyu Zhu

Pages: 3793 - 3806

7) Point Cloud Completion via Relative Point Position Encoding and Regional Attention

Author(s): Jiazhong Chen, Furui Liu, Dakai Ren, Lu Guo, Ziyi Liu

Pages: 3807 - 3820

8) Discriminative Multi-View Fusion via Adaptive Regression

Author(s): Chenglong Zhang, Xinjie Zhu, Zidong Wang, Yan Zhong, Weiguo Sheng, Weiping Ding, Bingbing Jiang

Pages: 3821 - 3833

9) A Multi-Task Deep Learning Framework Integrating Segmentation and Reconstruction for Lensless Imaging

Author(s): Xiangjun Yin, Huanjing Yue, Huihui Yue, Mengxi Zhang, Kun Li, Jingyu Yang

Pages: 3834 - 3847

10) Global Convolutional Self-Action Module for Fast Brain Tumor Image Segmentation

Author(s): Wei-An Yang, Devin Lautan, Tong-Wei Weng, Wan-Chun Lin, Yamin Kao, Chien-Chang Chen

Pages: 3848 - 3859

11) Multi-Cluster Self-Paced Diverse Learning and Feature Fusion for Autism Spectrum Disorder Identification With Resting-State fMRI

Author(s): Xiaoke Hao, Jingyi Wang, Zilong He, Yingchun Guo, Ming Yu, Feng Liu, Jing Qin, Daoqiang Zhang

Pages: 3860 - 3873

12) Adaptive Error-Related Zeroing Neurodynamics Models for Handling Temporally-Varying System of Linear Equation and Inequation With Applications

Author(s): Wenqi Wu, Mingzhi Mao, Yunong Zhang

Pages: 3874 - 3885

13) A Fixed-Time Robust ZNN Model With Adaptive Parameters for Redundancy Resolution of Manipulators

Author(s): Mengrui Cao, Lin Xiao, Qiuyue Zuo, Ping Tan, Yongjun He, Xieping Gao

Pages: 3886 - 3898

14) Analyzing the Expected Hitting Time of Evolutionary Computation-Based Neural Architecture Search Algorithms

Author(s): Zeqiong Lv, Chao Qian, Gary G. Yen, Yanan Sun

Pages: 3899 - 3911

15) GT-WHAR: A Generic Graph-Based Temporal Framework for Wearable Human Activity Recognition With Multiple Sensors

Author(s): Hailin Zou, Zijie Chen, Jing Zhang, Lei Wang, Fuchun Zhang, Jianqing Li, Yuanyuan Pan

Pages: 3912 - 3924

16) Spatial Temporal Aggregation for Efficient Continuous Sign Language Recognition

Author(s): Lianyu Hu, Liqing Gao, Zekang Liu, Wei Feng

Pages: 3925 - 3935

17) A Small Object Real-Time Detection Method for Power Line Inspection in Low-Illuminance Environments

Author(s): Yubo Zhao, Jiaqi Wu, Wei Chen, Zehua Wang, Zijian Tian, Fei Richard Yu, Victor C. M. Leung

Pages: 3936 - 3950

18) Addressing Machine Learning Problems in the Non-Negative Orthant

Author(s): Ioannis Tsingalis, Constantine Kotropoulos

Pages: 3951 - 3965

19) Network Group Partition and Core Placement Optimization for Neuromorphic Multi-Core and Multi-Chip Systems

Author(s): Yukuan Yang, Qihang Fan, Tianyi Yan, Jing Pei, Guoqi Li

Pages: 3966 - 3981

20) Node Classification in Weighted Complex Networks Using Neighborhood Feature Similarity

Author(s): Ramya D Shetty, Shrutilipi Bhattacharjee, Kogatam Thanmai

Pages: 3982 - 3994

21) Accelerating Evolutionary Multitasking Optimization With a Generalized GPU-Based Framework

Author(s): Zhitong Ma, Jinghui Zhong, Wei-Li Liu, Jun Zhang

Pages: 3995 - 4010

22) Distributed Heavy-Ball Over Time-Varying Digraphs With Barzilai-Borwein Step Sizes

Author(s): Shaofu Yang, Yang Shen, Jinde Cao, Tingwen Huang

Pages: 4011 - 4021

23) A Multi-View Graph Contrastive Learning Framework for Defending Against Adversarial Attacks

Author(s): Feilong Cao, Xing Ye, Hailiang Ye

Pages: 4022 - 4032

24) FM3Q: Factorized Multi-Agent MiniMax Q-Learning for Two-Team Zero-Sum Markov Game

Author(s): Guangzheng Hu, Yuanheng Zhu, Haoran Li, Dongbin Zhao

Pages: 4033 - 4045

25) Spatio-Temporal Hybrid Attentive Graph Network for Diagnosis of Mental Disorders on fMRI Time-Series Data

Author(s): Rui Liu, Zhi-An Huang, Yao Hu, Lei Huang, Ka-Chun Wong, Kay Chen Tan

Pages: 4046 - 4058

26) From Discrete Representation to Continuous Modeling: A Novel Audio-Visual Saliency Prediction Model With Implicit Neural Representations

Author(s): Dandan Zhu, Kaiwei Zhang, Kun Zhu, Nana Zhang, Weiping Ding, Guangtao Zhai, Xiaokang Yang

Pages: 4059 - 4074

27) A Dynamic Task Allocation Method for Unmanned Aerial Vehicle Swarm Based on Wolf Pack Labor Division Model

Author(s): Qiang Peng, Husheng Wu, Na Li, Feng Wang

Pages: 4075 - 4089

28) A Bilevel Periodically Interactive Evolutionary Algorithm for Personalized Service Customization in Wireless-Powered Cooperative MEC

Author(s): Ning Yang, Hai-Lin Liu

Pages: 4090 - 4105

29) SMOD: An Accurate and Efficient Segmentation-Based Medical Object Detector

Author(s): Jie Du, Chuyang Chen, Yuanman Li, Yaolin Zhu, Peng Liu, Tianfu Wang

Pages: 4106 - 4118

30) Privacy-Preserving Consensus of Double-Integrator Multi-Agent Systems With Input Constraints

Author(s): Qingyun Deng, Kexin Liu, Yinyan Zhang

Pages: 4119 - 4129

31) Hierarchical Multimodal Graph Learning for Outfit Compatibility Modelling

Author(s): Rucong Xu, Jianfeng Wang, Ming Li, Junyan Xu, Yun Li

Pages: 4130 - 4142

32) Passivity-Based Formation Control for Fractional-Order Multiagent Systems With and Without Communication Delay

Author(s): Jin-Liang Wang, Lina Huang, Shun-Yan Ren, Tingwen Huang

Pages: 4143 - 4154

33) Graph Structure Learning With Automatic Search of Hyperparameters Based on Genetic Programming

Author(s): Pengda Wang, Mingjie Lu, Weiqing Yan, Dong Yang, Zhaowei Liu

Pages: 4155 - 4164

34) Multilevel Joint Association Networks for Diverse Human Motion Prediction

Author(s): Linwei Chen, Wanshu Fan, Xu Gui, Yaqing Hou, Xin Yang, Qiang Zhang, Xiaopeng Wei, Dongsheng Zhou

Pages: 4165 - 4178

35) WFormer: A Transformer-Based Soft Fusion Model for Robust Image Watermarking

Author(s): Ting Luo, Jun Wu, Zhouyan He, Haiyong Xu, Gangyi Jiang, Chin-Chen Chang

Pages: 4179 - 4196

36) Efficiently Tackling Million-Dimensional Multiobjective Problems: A Direction Sampling and Fine-Tuning Approach

Author(s): Haokai Hong, Min Jiang, Qiuzhen Lin, Kay Chen Tan

Pages: 4197 - 4209

37) Knowledge Transfer for Dynamic Multi-Objective Optimization With a Changing Number of Objectives

Author(s): Gan Ruan, Leandro L. Minku, Stefan Menzel, Bernhard Sendhoff, Xin Yao

Pages: 4210 - 4224

38) A Weighted Vertex Cover-Based Intensification Tabu Search for the Capacitated Dispersion Problem

Author(s): Yang Wang, Zhipeng Lü, Junwen Ding, Zhouxing Su, Rafael Martí

Pages: 4225 - 4236

39) Region Mining and Refined Query Improved HOI Detection in Transformer

Author(s): Sixian Chan, Weixiang Wang, Zhanpeng Shao, Zheng Wang, Cong Bai

Pages: 4237 - 4249

40) Probabilistic Boolean Operations in Spiking Neurons for Neuromorphic Systems

Author(s): Ayan Chakraborty, Archita Hore, Chittotosh Ganguly, Saswat Chakrabarti

Pages: 4250 - 4260

IEEE Transactions on Cognitive and Developmental Systems, Volume 16, Issue 6, November 2024

1) LITE-SNN: Leveraging Inherent Dynamics to Train Energy-Efficient Spiking Neural Networks for Sequential Learning

Author(s): Nitin Rathi, Kaushik Roy

Pages: 1905 - 1914

2) Minimizing EEG Human Interference: A Study of an Adaptive EEG Spatial Feature Extraction With Deep Convolutional Neural Networks

Author(s): Haojin Deng, Shiqi Wang, Yimin Yang, W. G. Will Zhao, Hui Zhang, Ruizhong Wei, Q. M. Jonathan Wu, Bao-Liang Lu

Pages: 1915 - 1928

3) Adaptive Framework for Long-Term Sensory Home Training: A Feasibility Study

Author(s): Stefano Silvoni, Simon Desch, Florian Beier, Robin Bekrater-Bodmann, Annette Löffler, Dieter Kleinböhl, Stefano Tamascelli, Herta Flor

Pages: 1929 - 1942

4) Leveraging Spatiotemporal Estimation for Online Adaptive Steady-State Visual Evoked Potential Recognition

Author(s): Jing Jin, Xinjie He, Brendan Z. Allison, Ke Qin, Xingyu Wang, Andrzej Cichocki

Pages: 1943 - 1954

5) HR-SNN: An End-to-End Spiking Neural Network for Four-Class Classification Motor Imagery Brain–Computer Interface

Author(s): Yulin Li, Liangwei Fan, Hui Shen, Dewen Hu

Pages: 1955 - 1968

6) Machine Unlearning for Seizure Prediction

Author(s): Chenghao Shao, Chang Li, Rencheng Song, Xiang Liu, Ruobing Qian, Xun Chen

Pages: 1969 - 1981

7) Small Object Detection Based on Microscale Perception and Enhancement-Location Feature Pyramid

Author(s): Guang Han, Chenwei Guo, Ziyang Li, Haitao Zhao

Pages: 1982 - 1996

8) EEG Decoding Based on Normalized Mutual Information for Motor Imagery Brain–Computer Interfaces

Author(s): Chao Tang, Dongyao Jiang, Lujuan Dang, Badong Chen

Pages: 1997 - 2007

9) Event-Based Depth Prediction With Deep Spiking Neural Network

Author(s): Xiaoshan Wu, Weihua He, Man Yao, Ziyang Zhang, Yaoyuan Wang, Bo Xu, Guoqi Li

Pages: 2008 - 2018

10) Progressive Transfer Learning for Dexterous In-Hand Manipulation With Multifingered Anthropomorphic Hand

Author(s): Yongkang Luo, Wanyi Li, Peng Wang, Haonan Duan, Wei Wei, Jia Sun

Pages: 2019 - 2031

11) Control With Style: Style Embedding-Based Variational Autoencoder for Controlled Stylized Caption Generation Framework

Author(s): Dhruv Sharma, Chhavi Dhiman, Dinesh Kumar

Pages: 2032 - 2042

12) Adaptive Multiview Graph Convolutional Network for 3-D Point Cloud Classification and Segmentation

Author(s): Wanhao Niu, Haowen Wang, Chungang Zhuang

Pages: 2043 - 2054

13) Long-Term and Short-Term Opponent Intention Inference for Football Multiplayer Policy Learning

Author(s): Shijie Wang, Zhiqiang Pu, Yi Pan, Boyin Liu, Hao Ma, Jianqiang Yi

Pages: 2055 - 2069

14) Deep Reinforcement Learning for Autonomous Driving Based on Safety Experience Replay

Author(s): Xiaohan Huang, Yuhu Cheng, Qiang Yu, Xuesong Wang

Pages: 2070 - 2084

15) Optimal Strategies and Cooperative Teaming for 3-D Multiplayer Reach-Avoid Games

Author(s): Peng Gao, Xiuxian Li, Jinwen Hu

Pages: 2085 - 2099

16) Decoding Joint-Level Hand Movements With Intracortical Neural Signals in a Human Brain–Computer Interface

Author(s): Huaqin Sun, Yu Qi, Xiaodi Wu, Junming Zhu, Jianmin Zhang, Yueming Wang

Pages: 2100 - 2109

17) Automotive Object Detection via Learning Sparse Events by Spiking Neurons

Author(s): Hu Zhang, Yanchen Li, Luziwei Leng, Kaiwei Che, Qian Liu, Qinghai Guo, Jianxing Liao, Ran Cheng

Pages: 2110 - 2124

18) Estimation of the Cyclopean Eye From Binocular Smooth Pursuit Tests

Author(s): Elisa Luque-Buzo, Mehdi Bejani, Julián D. Arias-Londoñ, Jorge A. Gómez-García, Francisco Grandas-Pérez, Juan I. Godino-Llorente

Pages: 2125 - 2137

IEEE Transactions on Evolutionary Computation, Volume 28, Issue 6

1) Multitask Linear Genetic Programming With Shared Individuals and Its Application to Dynamic Job Shop Scheduling

Author(s): Zhixing Huang, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1546 - 1560

2) Evaluation of Frameworks That Combine Evolution and Learning to Design Robots in Complex Morphological Spaces

Author(s): Wei Li, Edgar Buchanan, Léni K. Le Goff, Emma Hart, Matthew F. Hale, Bingsheng Wei, Matteo De Carlo, Mike Angus, Robert Woolley, Zhongxue Gan, Alan F. Winfield, Jon Timmis, Agoston E. Eiben, Andy M. Tyrrell

Pages: 1561 - 1574

3) Quality Indicators for Preference-Based Evolutionary Multiobjective Optimization Using a Reference Point: A Review and Analysis

Author(s): Ryoji Tanabe, Ke Li

Pages: 1575 - 1589

4) GPU-Based Genetic Programming for Faster Feature Extraction in Binary Image Classification

Author(s): Rui Zhang, Yanan Sun, Mengjie Zhang

Pages: 1590 - 1604

5) A Unified Innovized Progress Operator for Performance Enhancement in Evolutionary Multi- and Many-Objective Optimization

Author(s): Sukrit Mittal, Dhish Kumar Saxena, Kalyanmoy Deb, Erik D. Goodman

Pages: 1605 - 1619

6) Bi-Population-Enhanced Cooperative Differential Evolution for Constrained Large-Scale Optimization Problems

Author(s): Puyu Jiang, Jun Liu, Yuansheng Cheng

Pages: 1620 - 1632

7) Transfer-Based Particle Swarm Optimization for Large-Scale Dynamic Optimization With Changing Variable Interactions

Author(s): Xiao-Fang Liu, Zhi-Hui Zhan, Jun Zhang

Pages: 1633 - 1643

8) Cooperative Co-Evolution for Large-Scale Multiobjective Air Traffic Flow Management

Author(s): Tong Guo, Yi Mei, Ke Tang, Wenbo Du

Pages: 1644 - 1658

9) Benchmarking Analysis of Evolutionary Neural Architecture Search

Author(s): Zeqiong Lv, Chao Qian, Yanan Sun

Pages: 1659 - 1673

10) Rapidly Evolving Soft Robots via Action Inheritance

Author(s): Shulei Liu, Wen Yao, Handing Wang, Wei Peng, Yang Yang

Pages: 1674 - 1688

11) A Semantic-Based Hoist Mutation Operator for Evolutionary Feature Construction in Regression

Author(s): Hengzhe Zhang, Qi Chen, Bing Xue, Wolfgang Banzhaf, Mengjie Zhang

Pages: 1689 - 1703

12) Exact and Metaheuristic Algorithms for Variable Reduction

Author(s): Aijuan Song, Guohua Wu, Ling Zhou, Ling Wang, Witold Pedrycz

Pages: 1704 - 1718

13) A Multiform Evolutionary Search Paradigm for Bilevel Multiobjective Optimization

Author(s): Yinglan Feng, Liang Feng, Sam Kwong, Kay Chen Tan

Pages: 1719 - 1732

14) Multitask Evolution Strategy With Knowledge-Guided External Sampling

Author(s): Yanchi Li, Wenyin Gong, Shuijia Li

Pages: 1733 - 1745

15) Compromising Pareto-Optimality With Regularity in Platform-Based Multiobjective Optimization

Author(s): Ritam Guha, Kalyanmoy Deb

Pages: 1746 - 1760

16) Genetic Programming for Dynamic Flexible Job Shop Scheduling: Evolution With Single Individuals and Ensembles

Author(s): Meng Xu, Yi Mei, Fangfang Zhang, Mengjie Zhang

Pages: 1761 - 1775

17) Solution Transfer in Evolutionary Optimization: An Empirical Study on Sequential Transfer

Author(s): Xiaoming Xue, Cuie Yang, Liang Feng, Kai Zhang, Linqi Song, Kay Chen Tan

Pages: 1776 - 1793

18) Sustainable Scheduling of Distributed Flow Shop Group: A Collaborative Multi-Objective Evolutionary Algorithm Driven by Indicators

Author(s): Yuhang Wang, Yuyan Han, Yuting Wang, Quan-Ke Pan, Ling Wang

Pages: 1794 - 1808

19) Offline Data-Driven Optimization at Scale: A Cooperative Coevolutionary Approach

Author(s): Yue-Jiao Gong, Yuan-Ting Zhong, Hao-Gan Huang

Pages: 1809 - 1823

20) Balancing Different Optimization Difficulty Between Objectives in Multiobjective Feature Selection

Author(s): Zhenshou Song, Handing Wang, Bing Xue, Mengjie Zhang

Pages: 1824 - 1837

21) Noisy Evolutionary Optimization With Application to Grid-Based Persistent Monitoring

Author(s): Xiaoyu He, Xueyan Tang, Zibin Zheng, Yuren Zhou

Pages: 1838 - 1851

22) Evolutionary Multitasking for Multiobjective Feature Selection in Classification

Author(s): Jiabin Lin, Qi Chen, Bing Xue, Mengjie Zhang

Pages: 1852 - 1866

23) Grid Classification-Based Surrogate-Assisted Particle Swarm Optimization for Expensive Multiobjective Optimization

Author(s): Qi-Te Yang, Zhi-Hui Zhan, Xiao-Fang Liu, Jian-Yu Li, Jun Zhang

Pages: 1867 - 1881

Weekly Review December 6 2024

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

1. The majority of posts on LinkedIn are generated by AI: https://www.theregister.com/2024/11/28/linkedin_ai_posts/
2. Optical data transmission is the key to meeting the computing needs of AI: https://www.theregister.com/2024/11/28/ai_copper_cables_limits/
3. Possible legal obstacles to Google's AI plans: https://arstechnica.com/tech-policy/2024/11/google-drags-ai-rivals-into-search-trial-as-judge-entertains-ai-remedies/
4. Even though energy supplies are uncertain, investors continue to back building data centres to meet the computing needs of AI: https://www.theregister.com/2024/11/27/investor_datacenter_energy_concern/
5. An AI music generator that can produce sounds that have never existed before: https://arstechnica.com/ai/2024/11/nvidias-new-ai-audio-model-can-synthesize-sounds-that-have-never-existed/
6. Generative AI hallucinates and is unexplainable. How can organisations trust it? https://www.informationweek.com/machine-learning-ai/how-can-decision-makers-trust-hallucinating-ai-
7. What those responsible for IT security need to think about regarding AI regulations: https://www.informationweek.com/cyber-resilience/meeting-ai-regulations-a-guide-for-security-leaders
8. The academic and teaching benefits of having a conversation with an AI: https://www.insidehighered.com/opinion/career-advice/teaching/2024/11/27/how-ai-can-help-teach-art-conversation-opinion
9. Guardrails for health AI aim to reduce biased models: https://arstechnica.com/health/2024/11/biden-proposes-guardrails-on-health-care-ai-upping-weight-loss-drug-access/
10. Building your own AI app on a shoestring: https://www.kdnuggets.com/diy-ai-building-ai-apps-shoestring-budget
11. The British don't seem to be all that interested in AI: https://www.theregister.com/2024/11/29/ofcom_online_nation/
12. Britain is investing in AI to improve its cybersecurity: https://www.theregister.com/2024/11/26/uk_ai_security/
13. Some approaches to protect privacy when using AI: https://www.datasciencecentral.com/ethical-ai-in-data-practices-balancing-innovation-and-privacy/
14. Generative AI will hallcuinate citations rather than cite actual publications: https://techcrunch.com/2024/11/29/study-of-chatgpt-citations-makes-dismal-reading-for-publishers/
15. Yet another lawsuit from publishers over their material being used to train AI: https://techcrunch.com/2024/11/29/canadian-news-companies-sue-openai/
16. An overview of the last two years of ChatGPT and generative AI: https://www.computerworld.com/article/3615039/two-years-of-chatgpt-the-conversation-that-never-ends.html
17. The roles you need to fill for a successful AI project: https://www.bigdatawire.com/2024/11/26/building-your-genai-dream-team/
18. Building a successful AI strategy: https://www.bigdatawire.com/2024/11/19/tips-on-building-a-winning-data-and-ai-strategy-from-jpmc/
19. Cloning Panasonic's founder through AI: https://www.theregister.com/2024/11/29/panasonic_ai_founder/
20. AI can't make a bad photo good, to take good photos you need to be a good photographer: https://www.informationweek.com/machine-learning-ai/how-ai-is-revolutionizing-photography
21. How to assess when you should use generative AI: https://www.bigdatawire.com/2024/11/27/llms-and-genai-when-to-use-them/
22. AI that can detect a driver is dozing off: https://spectrum.ieee.org/driver-drowsiness-detection
23. Even AI needs a backup: https://arstechnica.com/tech-policy/2024/11/tech-problems-plague-openai-court-battles-judge-rejects-a-key-fair-use-defense/
24. Despite registering their use being mandatory, most British government users of AI are not doing so: https://www.theguardian.com/technology/2024/nov/28/uk-government-failing-to-list-use-of-ai-on-mandatory-register

Weekly Review 29 November 2024

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

1. Looks like everyone is jumping on the lawsuit bandwagon. This will likely continue until a definitive ruling is made about whether using data to train an AI constitutes copying that data: https://techcrunch.com/2024/11/18/indian-news-agency-sues-openai-alleging-copyright-infringement/
2. While most people are optimistic about generative AI, security experts aren't keen on it: https://www.techrepublic.com/article/ciso-generative-ai-problems-ntt-data/
3. An overview of AI agents: https://spectrum.ieee.org/ai-agents
4. From experimenting to rolling out AI in the organisation: https://www.datanami.com/2024/11/20/four-steps-to-go-from-experimentation-to-embedding-ai-across-the-enterprise/
5. Large scale AI needs large scale nuclear power, other energy sources emit too much carbon: https://www.theregister.com/2024/11/20/hokkaido_electric_power_nuclear_datacenter_ambition/
6. More progress in medical applications of AI: https://www.extremetech.com/science/microsofts-new-ai-model-can-spot-cancer-chest-infections-and-more
7. AI agents are just like any other software project, you need good documentation around them or people forget what they're for: https://www.theregister.com/2024/11/21/gartner_agentic_ai/
8. Quantization, a technique that makes AI more energy efficient, has a downside: https://techcrunch.com/2024/11/17/a-popular-technique-to-make-ai-more-efficient-has-drawbacks/
9. An analog AI chip that is much more power efficient than digital: https://spectrum.ieee.org/analog-ai-2669898661
10. Large language model AI are now being applied to military tasks: https://spectrum.ieee.org/ai-used-by-military
11. A high level API layer that abstracts away a lot of the donkey work with building AI: https://techcrunch.com/2024/11/21/lightning-ai-looks-to-make-managing-ai-a-piece-of-cake/
12. AI agents are going to become more and more prevalent in business: https://www.computerworld.com/article/3609764/ai-agents-are-coming-to-work-heres-what-businesses-need-to-know.html
13. AI generated advertisements are still not quite ready for mainstream usage: https://www.nzherald.co.nz/entertainment/coca-cola-christmas-ad-2024-cokes-ai-generated-commercials-slammed-by-consumers/YHGCFVAHY5HNPNLVJERVGUNA2E/
14. Think of the hilarity if an AI Jesus started to hallucinate answers: https://www.theguardian.com/technology/2024/nov/21/deus-in-machina-swiss-church-installs-ai-powered-jesus
15. How AI can help clean up plastic pollution: https://www.informationweek.com/machine-learning-ai/ai-and-the-war-against-plastic-waste
16. The role of AI in automating the global supply chain: https://www.techrepublic.com/article/ai-supply-chain-automation-global/
17. Ben Affleck is right that AI can't produce good movies. But they don't need to, they only need to produce profitable movies: https://techcrunch.com/2024/11/18/ben-affleck-tells-actors-and-writers-not-to-worry-about-ai/
18. AI that improve the energy efficiency of factories: https://techcrunch.com/2024/11/18/juna-ai-wants-to-use-ai-agents-to-make-factories-more-energy-efficient/
19. I feel that people shouldn't have to be told to not upload their medical data into AI training sets: https://techcrunch.com/2024/11/19/psa-you-shouldnt-upload-your-medical-images-to-ai-chatbots/
20. Spotting scam calls in real-time. But scammers are using AI to make the calls now, so it's really AI against AI: https://www.extremetech.com/mobile/google-introduces-ai-scam-detection-for-pixel-phones
21. AI continue to improve at finding bugs: https://www.theregister.com/2024/11/20/google_ossfuzz/
22. Just because a policy doesn't explicitly ban the use of AI to cheat in an assignment doesn't mean it's not cheating: https://arstechnica.com/tech-policy/2024/11/school-did-nothing-wrong-when-it-punished-student-for-using-ai-court-rules/
23. Even if variables like race are explicitly removed, an AI can still infer them from other factors and act in a biased manner: https://www.theregister.com/2024/11/21/ai_hiring_test_bias/
24. The idea of ad-supported AI gives me all sorts of misgivings: https://techcrunch.com/2024/11/21/marissa-mayer-just-laid-out-a-possible-business-model-for-ad-supported-ai-chatbots/