IEEE Transactions on Neural Networks and Learning Systems, Volume 37, Issue 10, October 2026

1) Quantum Convolutional Neural Networks: A Survey on Architectures, Applications, and Future Directions

Author(s): R. Rahman, D. C. Nguyen

Pages: 4915 - 4934

2) Topology-Preserving Deep Hashing for Ultrafast Drone-Dominated Object Detection

Author(s): L. Zhang, G. Wang, Z. Wang, L. Shao

Pages: 4935 - 4945

3) Event-Based Adaptive Consensus Control of Multiple Flexible Manipulator Systems With Input-Output Constraints

Author(s): W. Zhao, X. Yao

Pages: 4946 - 4955

4) End-to-End Image Compression With Segmentation Guided Dual Coding for Wind Turbines

Author(s): R. Pérez-Gonzalo, A. Espersen, S. Forchhammer, A. Agudo

Pages: 4956 - 4970

5) MID: A Self-Supervised Multimodal Iterative Denoising Framework

Author(s): C. Nie, T. Deng, Z. Liu, H. Wang

Pages: 4971 - 4985

6) Multiscale Convolutional Stochastic Configuration Network Soft Sensor Modeling Method

Author(s): A. Yan, C. Yang

Pages: 4986 - 4997

7) Harnessing Knowledge From Pretrained VLMs for Unsupervised Person Search

Author(s): Y. Tian, S. Zhang, D. Chen, J. Yang

Pages: 4998 - 5009

8) XAI-Exit: Interpretability-Driven Dynamic Early Exits for Efficient and Transparent DNN Inference

Author(s): H. Rahmath P, A. Abraham, K. Chaurasia

Pages: 5010 - 5021

9) Actor--Critic-Based Prescribed Performance Optimal Control for Flexible-Joint Robots With Input Delay

Author(s): H. Ma, L. Zhu, Q. Zhou, H. Li, Y. Lei

Pages: 5022 - 5032

10) Approximate Optimal Control for Morphing Aircraft via Attention Meta-Learning and Continual Learning

Author(s): H. -C. Che, H. -N. Wu

Pages: 5033 - 5047

11) An End-to-End Signal-Level Framework for Multifunction Radar Working Mode Recognition

Author(s): Y. Liu, G. Cui, M. Wang, X. Yu, L. Kong

Pages: 5048 - 5062

12) Spectral--Spatial--Temporal Kolmogorov--Arnold Network for Hyperspectral Change Detection

Author(s): P. Duan, W. Wang, X. Kang, S. Li

Pages: 5063 - 5074

13) Multiscale Graph Redefining: Correlation-Based Multiscale Graph Clustering Network for Human Motion Prediction

Author(s): J. Zhong, J. Shi, W. Cao

Pages: 5075 - 5089

14) A Dual-Network Framework With Adversarial GMM Augmentation and Frequency-Mamba Fusion for Hyperspectral Target Detection

Author(s): Z. Yang, M. Zhang, J. Wang, Y. Gao, W. Liao, W. Li

Pages: 5090 - 5104

15) Reinforcement Learning-Based Cooperative Control for Nonlinear Multiagent System With State and Control Input Constraints and Guaranteed Convergence Performance

Author(s): Z. Cui, G. Chen

Pages: 5105 - 5118

16) Graph Rotation Network: Equivariant Graph Neural Network for Efficient Inverse Design in 4-D Printing

Author(s): Y. Wang, M. Tang, S. Gao, Z. Chen, N. Liu, Y. Zhang, X. Yue, T. Yue, Y. Yu, C. Wang, S. Xie, W. J. Li

Pages: 5119 - 5133

17) MoFTSS: Motion Generation With Frequency and Text State Space Models

Author(s): C. Li, X. Shu, Q. Cui, H. Xia, Y. Yao, J. Tang

Pages: 5134 - 5148

18) EMM-Det: Energy-Efficient Multidrone Tiny Object Detection by Memory-Enhanced Spiking Neural Networks

Author(s): Z. Cai, H. Luo, T. Liu, Y. Xia, L. Zhang, P. Li, L. Wang

Pages: 5149 - 5163

19) TS-Binaural: Visually Guided Binaural Audio Generation by Temporal--Spatial Dynamic Analysis

Author(s): S. Liu, H. Cheng, Z. Lian, L. Ye, Q. Zhang

Pages: 5164 - 5178

20) Attribute--Topology Cross-Frequency Aligned Graph Neural Networks for Homophilic and Heterophilic Graphs in Node Classification

Author(s): Y. Yang, Y. Sun, J. Guo, J. Wang, S. Wang, J. Gao, F. Ju, B. Yin

Pages: 5179 - 5192

21) A Deep Neural Network Optimization Framework Based on Optimal Transport Bridge Feature Selection and Sparse Representation

Author(s): G. Lan, S. Xiao, J. Wen, J. Yang, W. Lu, B. Li, Q. Meng, X. Gao

Pages: 5193 - 5206

22) Improving the Offline Dataset on Offline Reinforcement Learning

Author(s): H. Zhang, G. Chen

Pages: 5207 - 5219

23) CLIP Graph Adaptor: A Dual-Graph Adapted Visual--Language Model for Weakly Supervised Semantic Segmentation

Author(s): J. Zhang, B. Peng, X. Wu, C. He

Pages: 5220 - 5233

24) Explainable Multihop Social Link Prediction Based on Temporal Logical Rules in Dynamic Social Networks

Author(s): W. Jia, R. Ma, L. Yan, W. Niu, Z. Ma

Pages: 5234 - 5247

25) Large-Scale Crowd Counting by Hierarchical Context Guided Aggregation Network

Author(s): X. Gao, J. Xie, L. Lyu

Pages: 5248 - 5258

26) MHGNN: Multiplex Hypergraph Neural Networks for Predicting Herb--Symptom Interactions

Author(s): X. Liang, T. Lin, B. Xie, Y. Tang, W. Wang

Pages: 5259 - 5270

27) GBFRS: Robust Fuzzy Rough Sets via Granular Ball Computing

Author(s): X. Lian, S. Xia, B. Sang, G. Wang, X. Gao

Pages: 5271 - 5285

28) Multimodal Sentiment Analysis Based on Dynamic Language Enhancement and Synergistic Cross-Modal Transformer

Author(s): L. Cai, D. Liu, L. Liu, R. Mou

Pages: 5286 - 5299

29) FLASH: Energy-Efficient FPGA Acceleration via Linear Approximation and Streamlined Two-Stage Pipeline Architectures for Quantized CNN--Transformer Hybrid Networks

Author(s): N. J. Kim, B. J. Kang, H. I. Lee, S. Yoon, Y. Kim, S. Han, S. -B. Ko, H. Kim

Pages: 5300 - 5313

30) Neural Architecture Search With Spatial--Spectral Attention for Higher-Order Nonlinear Hyperspectral Unmixing

Author(s): C. Cao, J. Hu, Y. Wang, B. Xu, F. Xiao, X. Gao

Pages: 5314 - 5328

31) Systematic Abductive Reasoning via Diverse Relation Representations in Vector-Symbolic Architecture

Author(s): Z. -H. Sun, R. -Y. Zhang, Z. Zhen, D. -H. Wang, Y. -J. Li, X. Wan, H. You

Pages: 5329 - 5343

32) Dual-Path Conditional Diffusion Model With Attribute Consistency for Zero-Shot Fault Diagnosis

Author(s): W. Liao, L. Wu, S. Xu, S. Fujimura

Pages: 5344 - 5358

33) Causal Counterfactual Inference Network for Video Object State Changes in Open-World Scenarios

Author(s): Z. Wang, S. Huang, M. Li, Y. Jiao

Pages: 5359 - 5368

34) Implicit Demonstration Augmentation for Robust and Stable In-Context Learning

Author(s): X. Zhou, Z. Lee, R. Xie, L. Zou, W. Ye, S. Zhang

Pages: 5369 - 5383

35) Deep Reinforcement Learning-Based Optimization of Identical-Dual-Band Filters

Author(s): E. Adibnia

Pages: 5384 - 5392

36) GLRT-Based Deep Metric Learning for Robust Remote Sensing Object Retrieval

Author(s): L. Zhang, X. Wang, Z. Jiang, Y. Liu, Y. -Q. Mao, X. Sun, G. Li, Y. He

Pages: 5393 - 5406

37) Generative Learning Imaging Framework for Millimeter Wave Synthetic Aperture Radar

Author(s): M. Wang, Y. Hu, H. Zhang, X. Cai, J. Chen, S. Wei, J. Shi, G. Cui, L. Kong, Y. Guo

Pages: 5407 - 5421

38) FedSKD: Aggregation-Free Model-Heterogeneous Federated Learning via Multidimensional Similarity Knowledge Distillation for Medical Image Classification

Author(s): Z. Weng, W. Cai, B. Zhou

Pages: 5422 - 5436

39) A Fully Data-Driven Value Iteration for Stochastic LQR: Convergence, Robustness, and Stability

Author(s): L. Cui, Z. -P. Jiang, P. N. Kolm, G. G. Macqueron

Pages: 5437 - 5446

40) Coarse-to-Fine Fusion: Customized Multiview Contrast Reinforcement Learning for Graph Clustering

Author(s): W. Zhang, X. Zhu, W. Wang, J. Ren, R. Shang, L. Jiao

Pages: 5447 - 5461

41) Human--Machine Co-Adaptation for Robot-Assisted Rehabilitation via Dual-Agent Multiple Model Reinforcement Learning (DAMMRL)

Author(s): Y. An, Y. Li, H. Wang, R. Duffield, S. W. Su

Pages: 5462 - 5476

42) Spatial Meta-Learning-Based Representation for Unseen Geographic Entities

Author(s): S. Li, Z. Xu, R. Chen, J. Zhu, Y. Ye, S. Zhou, H. Yao

Pages: 5477 - 5489

43) Forgettable Federated Linear Learning With Certified Data Unlearning

Author(s): R. Jin, M. Chen, Q. Zhang, X. Li

Pages: 5490 - 5499

44) Disentangled Generative Graph Representation Learning

Author(s): X. Hu, Z. Duan, X. Liu, Y. Li, B. Chen, C. Wang, Y. He, H. Liu, X. Cao, M. Zhou

Pages: 5500 - 5514

45) S2FS: Spatially-Aware Separability-Driven Feature Selection in Fuzzy Decision Systems

Author(s): S. Xu, C. Dai, Y. Liu, L. Shang, X. Yang, W. Pedrycz

Pages: 5515 - 5529

46) Computing Node Failure Prediction Based on Continuous-Time Dynamic Graph

Author(s): B. Huang, T. Bao, F. Chen, L. Wang, X. Huang, Y. Yin, X. Shi, S. Wang, S. Deng

Pages: 5530 - 5544

47) ToFe: Lagged Token Freezing and Reusing for Efficient Vision Transformer Inference

Author(s): H. Zhang, J. Zhang, C. Hu, S. Guo

Pages: 5545 - 5558

48) A Joint Learning Framework for Document-Level Event Extraction

Author(s): B. Jiang, S. Zhu, J. Wu, Y. Liu

Pages: 5559 - 5568

49) Point Cloud Video Modeling With Progressive Prior Knowledge Guidance and Adaptive Neighboring Aggregation

Author(s): J. Yan, H. Ge, M. Cui, C. Wu, M. Zhao

Pages: 5569 - 5583

50) Input-to-State Safety for Reinforcement Learning

Author(s): M. S. Jha, S. Marthi, K. G. Vamvoudakis, S. Kanso, D. Theilliol

Pages: 5584 - 5598

51) Infrared and Visible Image Fusion With Language-Driven Loss and Knowledge Distillation

Author(s): Y. Wang, L. Miao, Z. Zhou, L. Zhang, Y. Qiao

Pages: 5599 - 5613

52) Dual-Domain Multipath Self-Supervised Diffusion Model for Accelerated MRI Reconstruction

Author(s): Y. Zhang, J. Hao, B. Zhou

Pages: 5614 - 5626

53) Scalable and Efficient Deep Reinforcement Learning-Based Model Checker for Computation Tree Logic

Author(s): G. Alwhishi, J. Bentahar, A. Andam, A. Elwhishi, M. Hedabou

Pages: 5627 - 5641

54) Monte Carlo Marginalization: A Differentiable Method to Learn High-Dimensional Distributions

Author(s): C. Zhao, G. Dong, A. Basu

Pages: 5642 - 5656

55) Motif-Based Hypergraph Representation Learning: Transductive and Inductive Inference for Gene Regulatory Networks

Author(s): S. Wu, M. Tang, T. Zi, L. Liu, S. Qiao, G. Ding, W. Gao

Pages: 5657 - 5671

56) Distributed Inertial k-Winners-Take-All Neural Network Based on Quadratic Optimization Problems

Author(s): X. Bo, S. Zhu, Z. Zhang, W. Luo, S. Wen, C. Mu

Pages: 5672 - 5684

57) Adaptive Prototype-Guided Personalized Propagation for Heterophilic Graphs With Missing Data

Author(s): M. Li, W. Xing, Z. Zang, B. Li, C. Zhang, Y. Zhang, J. Chen, R. Zhang, Y. Li, C. Hu, X. Ma, Z. Zheng

Pages: 5685 - 5699

58) SALMON: Self-Adaptive Learning Model on Neuromorphic Hardware

Author(s): Y. W. Cho, S. Lee, S. Kim

Pages: 5700 - 5711

59) Fourier-Net+: Band-Limited Spatial Representation for Efficient Medical Image Registration

Author(s): X. Jia, A. Thorley, A. Gomez, W. Lu, D. Kotecha, A. F. Frangi, J. Duan

Pages: 5712 - 5726

60) Modality-Mix Learning: Promoting Multimodal Learning Through Multilabel Objective

Author(s): N. Lu, Z. Tan, Z. Han, S. Zhu

Pages: 5727 - 5741

61) Node Classification in GNNs: Impact of Neighborhood Label Distribution on Homophily and Heterophily

Author(s): Z. Zhao, L. Wan, X. Liu, R. Yan, S. Wang

Pages: 5742 - 5756

62) Human-Like Multimodal Fake News Detection via Reflective Summarization and Large--Small Model Collaboration

Author(s): B. Wang, Y. Gao, T. Liu, J. Gao, G. Wu, Y. Hu, B. Yin

Pages: 5757 - 5771

63) STFO-Diff: A State Feedback Optimization-Based Diffusion Framework for Multimodal Medical Image Fusion

Author(s): Y. Cheng, H. Zhang, Y. Dong, M. Han, X. Quan

Pages: 5772 - 5786

64) A Contrastive Free Energy-Enhanced Transformer Framework for Efficient Reinforcement Learning

Author(s): Y. Pan, J. Lei, D. Ran, P. Yi

Pages: 5787 - 5801

65) Beyond Euclidean Tokens: Hyperbolic Structure-Aware Mapping for Dual-Task Scene Parsing With Only Minimal Trainable Parameters

Author(s): J. Liu, D. Yang, T. Feng

Pages: 5802 - 5816

Friday, October 9, 2026

Weekly Review 9 October 2026

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

1. Software defined network switching can make AI data centre builds faster: https://www.techtarget.com/it-infrastructure/news/366651545/Schneider-software-defined-switchgear-targets-AI-data-center-delays
2. Are companies using fake job interviews as a way to collect data for AI?: https://www.rnz.co.nz/news/business/1708637/job-seeker-calls-for-ban-on-ghost-interviews-that-harvest-data-for-ai
3. AI are not conscious, they're not sentient, and you can't torture them: https://futurism.com/artificial-intelligence/ai-torture-chamber-meltdown
4. Has Meta finally got it right in AI with Muse?: https://www.computerworld.com/article/4228463/how-meta-stumbled-onto-a-winning-ai-strategy.html
5. More legal investigations after AI breaks out: https://www.theregister.com/ai-and-ml/2026/10/02/openais-wandering-ai-agents-earn-it-a-california-subpoena/5300850
6. Japan court gives legal protection to the human voice, restricting the ability to clone it with AI: https://www.stuff.co.nz/world-news/361041347/tokyo-court-grants-legal-protection-human-voices-ai-cl
7. Yes, AI solved an long-open maths problem, but human mathematicians were already making progress on it and the AI had access to their drafts: https://www.kdnuggets.com/did-ai-just-solve-one-of-mathematics-biggest-problems
8. AI hasn't changed the security threats, but it does mean the threats will come at you much sooner and faster: https://www.techtarget.com/cybersecurity/news/366651618/The-CISO-dilemma-Why-AI-speed-makes-security-basics-essential
9. Another lawsuit over AI breaking out and attacking another organisation: https://arstechnica.com/tech-policy/2026/09/lawsuit-demands-openai-halt-unsafe-development-that-caused-hugging-face-hack/
10. AI is now suggesting potential therapeutic compounds to test: https://www.hpcwire.com/bigdatawire/2026/09/30/microsoft-pushes-ai-deeper-into-scientific-discovery-with-quine/
11. In my opinion this is the biggest risk AI currently poses to humans, the risk of manipulating elections: https://www.theguardian.com/technology/2026/oct/01/how-ai-could-supercharge-fake-news-elections-south-east-asia
12. The last people who should be regulating AI are the big AI companies: https://arstechnica.com/tech-policy/2026/09/trump-plan-to-combat-ai-risks-hinges-on-big-tech-pals-policing-themselves/
13. AI is a useful tool for helping generate code, but it needs to be reviewed by human programmers, if they can't understand what the AI produces, it's not useful code: https://futurism.com/artificial-intelligence/ai-writing-code-humans-cant-understand
14. Challenges for developers around the number of regulatory frameworks for AI: https://www.techtarget.com/cybersecurity/news/366651576/Developers-facing-a-patchwork-of-competing-AI-safety-regulations
15. An AI agent for food delivery, and I foresee some hilarious hallucinations in the near future: https://www.extremetech.com/mobile/send-it-a-text-and-this-doordash-ai-agent-will-order-food-for-you
16. Another AI data centre delayed because it can't get power: https://www.theregister.com/on-prem/2026/10/02/power-approval-set-to-delay-oracles-wisconsin-ai-datacenter/5300832
17. Successful AI governance means keeping humans in the loop: https://spectrum.ieee.org/6-guidelines-governing-ai

IEEE Transactions on Fuzzy Systems, Volume 34, Issue 10, October 2026

1) FuzzyGS: Fuzzy-Based Geometric Uncertainty Gaussian Splatting for Fast Talking Head Synthesis

Author(s): X. Lv, M. Shao, C. Liu, L. Meng, Y. Qiao, Y. Wan, X. Chen

Pages: 3115 - 3126

2) Differentiable Softmin-Driven Self-Organizing Fuzzy ARTMAP via Unified End-to-End Learning

Author(s): P. Zhou, Z. Wang, E. -H. Kim, Z. Fu, Q. Wu, W. Pedrycz

Pages: 3127 - 3142

3) Granular-Ball Fuzzy Neighborhood Entropy-Based Outlier Detector

Author(s): Y. Li, X. Su, W. Jiang, G. Luosang, H. Chen, Z. Yuan

Pages: 3143 - 3155

4) Additive Kernel-Based Nonlinear Regression for Fuzzy Panel Data

Author(s): G. Hesamian, A. Johannssen

Pages: 3156 - 3169

5) Dynamic Event-Triggered Adaptive Fuzzy Control for Robotic Manipulators With Prescribed Performance

Author(s): X. Zeng, R. Gao, K. Li, C. Hua, P. Liu

Pages: 3170 - 3181

6) Game-Based Fully Distributed Optimal Fuzzy Encircling Control for Multiagent Systems

Author(s): Y. Li, M. Wang, K. Li

Pages: 3182 - 3195

7) Missing Multilabel Learning With TSK Fuzzy System and Adaptive Graph

Author(s): G. Du, A. Wang, H. Wu, P. Lu, J. Long, H. Wu, J. Zhang

Pages: 3196 - 3210

8) Online Stable Streaming Feature Selection via Multiscale Bidirectional Redundancy and Multicenter Dynamic Feature Clustering

Author(s): C. Zhang, W. Yang, J. Dai

Pages: 3211 - 3223

9) Solving Imbalanced Problems With Multilayer Ensemble Balanced Fuzzy Inference Broad Network

Author(s): W. Chen, Z. Yu, K. Yang, J. Jiang, F. Zhang, C. L. P. Chen

Pages: 3224 - 3236

10) IFM-Net: An Intuitionistic Fuzzy-Guided Multiscale Fusion Method for Retinal Hemorrhage Segmentation

Author(s): X. Xu, Z. Xia, S. Li, C. Zhang, D. Zhang

Pages: 3237 - 3250

11) A Fuzzy Rough Set Framework for Interval-Valued Multilabel Feature Selection With Label Enhancement

Author(s): Y. Qin, G. Lin, J. Liang, J. Lin, Y. Lin

Pages: 3251 - 3263

12) Knowledge Embedded Stochastic Configuration Networks for Industrial Data Analytics

Author(s): P. Tian, D. Wang

Pages: 3264 - 3275

13) A Digital Twin-Guided Deep Evidential Framework for Real-Time UAV Risk Assessment With Fuzzy Risk Semantics

Author(s): J. Tu, X. Nian, X. Dai

Pages: 3276 - 3290

14) A Large-Scale Integer Programming Algorithm for Fuzzy-Driven Credible Subset Selection

Author(s): F. Tian, H. Liu, W. Yu

Pages: 3291 - 3303

15) Dual Fuzzy Learning With Global–Local Structure Fusion for Scalable Multiview Subspace Clustering

Author(s): T. Li, W. Fan

Pages: 3304 - 3318

16) Fault Diagnosis of Converter Transformers Based on Asymmetric Fuzzy Granulation and Physics-Embedded Cascaded Stochastic Configuration Networks

Author(s): W. Li, R. Sun, D. Wang

Pages: 3319 - 3333

17) FNP-Miner: Fuzzy Three-Way Nonoverlapping Sequential Pattern Mining

Author(s): Y. Wu, Y. Qiao, J. Liu, Y. Li, C. Liu, J. Wei, W. Wang

Pages: 3334 - 3348

18) Fuzzy Intermediate Variable Observer for Spacecraft Fault-Tolerant Attitude Control Against Complex Actuator Faults

Author(s): S. Du, Y. Liu, H. Han, J. Qiao

Pages: 3349 - 3361

19) Quantile-Based Skewness for Fuzzy Numbers With Probabilistic Foundations: An Application in Portfolio Optimization

Author(s): J. Schneider, K. Bilińska, T. Szandała, P. Schneider

Pages: 3362 - 3373

20) Transfer Learning With Fuzzy Elevation-Aware Experts for Bathymetric DEM Super-Resolution

Author(s): C. Yang, M. Yang, C. Wu, M. Sun, X. Huang, M. Zhang, B. Zhang, C. Huang, H. Zhang

Pages: 3374 - 3388

21) MGE-DNTSK: A Multi-Granularity Ellipsoidal Dual-Neural TSK Fuzzy Classification System

Author(s): Z. -S. Zang, M. -W. Li, W. Lu, L. -Y. Zhang, W. Pedrycz

Pages: 3389 - 3403

22) Dual Fuzzy Modeling for Semisupervised Multilabel Feature Selection

Author(s): Q. Ye, H. Huang, J. Zhang, H. Wu, R. Li, G. Zhou, J. Long

Pages: 3404 - 3418

23) Decentralized Fuzzy Adaptive Control for Continuous Rolling Mill Trains: A Mixed-Order Fully Actuated System Approach

Author(s): P. Wang, M. Fei, D. Du, C. Qian, Y. Chen

Pages: 3419 - 3431

24) Fuzzy Unified Iteration With Bilevel Optimization for Unknown Multiagent Systems

Author(s): Y. Li, Y. Han, Z. Fu, Z. Zeng

Pages: 3432 - 3446

25) Detection and Defense-Based Fixed-Time Output Synchronization of Fuzzy Stochastic Multilayered Networks Under Deception Attacks

Author(s): Y. Gao, C. Hu, J. Yu, S. Wen, Q. Zhu

Pages: 3447 - 3460

Wednesday, October 7, 2026

Soft Computing, Volume 30, Issue 9, September 2026

1) Construction of nontrivial monadic operators on finite involutive monoidal t-norm based algebras

Author(s): Lianzhen Liu

Pages: 5825 - 5842

2) A new perspective on centroid algorithms for unsupervised discrete clustering in Riemannian manifolds: an approach via optimization

Author(s): Ronaldo Malheiros Gregorio,, Charlan Dellon da Silva Alves, Alan Santos Campos

Pages: 5843 - 5870

3) A numerical method based on operational matrix to solve the fuzzy fractional Volterra–Fredholm integro-differential equations

Author(s): Saurabh Kumar, Vikas Gupta

Pages: 5871 - 5892

4) Competing risks inference with generalized inverted exponential distribution under adaptive type-II progressive censoring

Author(s): Kundan Singh, Yogesh Mani Tripathi, Liang Wang

Pages: 5893 - 5913

5) IoT-driven early detection of plant diseases in smart farming systems based on large-scale data

Author(s): Mohammed M. Ahmed, Ehab Hassanien, Aboul Ella Hassanien

Pages: 5915 - 5950

6) Automated taxonomic identification of benthic macroinvertebrates using machine learning techniques

Author(s): Md. Ashikur Rahman Khan, Fatema Jannat Dihan, M. Belal Hossain

Pages: 5951 - 5978

7) Hierarchical multi-strategy firefly algorithm based on Hammersley initialization

Author(s): Jia Zhao, Juan Chen, Jeng-Shyang Pan

Pages: 5979 - 6006

8) Beacon Node-based secure energy efficient cluster head selection using chaos game optimization algorithm in underwater acoustic sensor network

Author(s): Souvik Saha, Angshuman Khan, Rajeev Arya

Pages: 6007 - 6041

9) Optimal 3D deployment and trajectory selection of UAVs for maximum network utility and disaster management

Author(s): Sanjoy Debnath, Wasim Arif, Debarati Sen

Pages: 6043 - 6064

10) A Q-learning antibody evolution algorithm for multi-objective flexible job shop problem with fuzzy processing time

Author(s): Hua Xu, Jinfeng Yang, Yifan Gu

Pages: 6065 - 6081

11) Several novel soft rough operator and soft rough fuzzy operator models

Author(s): Meifeng Li, Liwen Ma

Pages: 6083 - 6096

12) Multi-attribute decision making based on neighborhood dominance relation of intuitionistic fuzzy ordered information system

Author(s): Shizhou Weng, Zhengwei Huang, Chao Wang

Pages: 6097 - 6115

13) Effectiveness of multiple weapons engagements: analytic solutions and optimal aimpoints

Author(s): Sei-Hoon Moon, Hun Ji, Kyeongsoo Lee

Pages: 6117 - 6142

14) Optimized finite-time integral fast terminal sliding mode control for leukemia cancer treatment

Author(s): Gozar Ali Hazareh, Hamid Ghadiri, Mohammad Hossein Rezvani

Pages: 6143 - 6171

15) Numerical computation of one-dimensional advection–diffusion equation based on sextic non-polynomial spline function and finite difference schemes

Author(s): Saumya Ranjan Jena, Itishree Sahu

Pages: 6173 - 6199

16) Higher-order numerical scheme for solving variable order time fractional mobile–immobile transport model with variable convection coefficient

Author(s): Sobin Thomas, Suresh Kumar Nadupuri

Pages: 6201 - 6211

17) Enhancing ALS diagnosis using EMG time series classification through integrating MiniRocket, InceptionTime, and LightGBM

Author(s): Amir Masoud Ahmadi, Vahid Khatibi

Pages: 6213 - 6229

18) A novel adaptive nonlinear controller based on Runge–Kutta support vector machines: a data-driven approach

Author(s): Kemal UÇAK

Pages: 6231 - 6263

19) A highly accurate numerical method for fractional electrohydrodynamic flow equation

Author(s): Soner Aydinlik, Ahmet Kiris, Pradip Roul

Pages: 6265 - 6276

20) LBR-TBLR: an innovative local binary pattern approach for breast cancer diagnosis

Author(s): Cuneyt Ozdemir, Yahya Dogan, Yilmaz Kaya

Pages: 6277 - 6292

21) MOAC-RT: Personalized multi-objective radiotherapy using actor-critic deep reinforcement learning

Author(s): Ava Khosravi, Mehdy Roayaei

Pages: 6293 - 6306

22) Exploring gender effects in speaker recognition systems through frequency domain analysis by convolutional neural networks

Author(s): Hossein Fayyazi, Yasser Shekofteh

Pages: 6307 - 6321

23) A Dual-Layer deep learning approach with PSO-Based feature selection for filtering spam and phishing emails

Author(s): Santosh Kumar Birthriya, Priyanka Ahlawat, Ankit Kumar Jain

Pages: 6323 - 6339

Tuesday, October 6, 2026

IEEE Transactions on Artificial Intelligence, Volume 7, Issue 10, October 2026

1) Explainable AI for Mental Disorder Detection on Social Media: A Survey and Outlook

Author(s): Y. Ibrahimov, T. Anwar, T. Yuan

Pages: 5299 - 5319

2) How to Ask the AI: A User Perspective Survey for Large Language Model Prompting

Author(s): Y. Zhang, Y. Zhang, M. Zhao, S. Feng, Y. -m. Cheung

Pages: 5320 - 5337

3) Unifying Data, Memory, and Compute Efficiency in LLM Training: A Survey

Author(s): V. Schmidt, H. H. Nguyen, C. Jung, S. Salehi, A. Schmeink

Pages: 5338 - 5358

4) Memristive Hopfield Bi-Neurons Under External Stimuli and Data Privacy Application

Author(s): B. F. B. A. Boya, L. Klimentyevna Babenko, J. Kengne, J. M. Ngono, J. d. D. Nkapkop, A. Nanfak, J. Y. Effa

Pages: 5359 - 5369

5) LGAT: Toward Local-Global Adaptive Temporal Graph Representation Learning

Author(s): H. Chen, P. Jiao, X. Guo, M. Gao, Z. Zhao

Pages: 5370 - 5382

6) Artifact-Robust Graph-Based Learning in Digital Pathology

Author(s): S. H. Gheshlaghi, M. Aryal, N. Yahyasoltani, M. Ganji

Pages: 5383 - 5392

7) Fully Distributed Event-Triggered Secure Consensus of Multiagent Systems Under Hybrid Cyber-Attacks

Author(s): X. Liu, X. Kong, S. Yang, W. Yu

Pages: 5393 - 5403

8) MetaFusion: Instance-Aware Meta-Prompting and Token Refinement for VLMs Generalization

Author(s): M. Liu, F. Wu, Z. Lu, Z. Wang, Y. Yu, J. Han, Z. Zhang

Pages: 5404 - 5416

9) A CVaR-Constrained Safe Reinforcement Learning Framework With Action Repair for Practical Portfolio Optimization

Author(s): H. Choudhary, A. Orra, M. Thakur, X. -Z. Gao, P. K. Sahu

Pages: 5417 - 5428

10) LearningFlow: Automated Policy Learning Workflow for Urban Driving With Large Language Models

Author(s): Z. Peng, Y. Wang, X. Han, L. Zheng, J. Ma

Pages: 5429 - 5444

11) Deep Learning-Guided Design of Optimal Sensor Networks for Accurate Pollutant Source Detection

Author(s): S. M. Alaoui, K. Djemal, A. A. Feiz, E. Sedgh Gooya

Pages: 5445 - 5456

12) EMOdiffhead: Continuously Emotional Control in Talking Head Generation via Diffusion

Author(s): J. Zhang, W. Mai, Z. Zhang

Pages: 5457 - 5471

13) Relational Feature Modeling: Enhancing Predictive Learning Through Network-Based Features Augmentation

Author(s): A. K. Singhal, A. Singh

Pages: 5472 - 5481

14) GaitSS: Gait Slices as a Set for Gait Recognition in Interfered Sequences

Author(s): H. Li, W. W. Y. Ng, Y. Qiu, Y. Gao, J. Zhang, S. Kwong

Pages: 5482 - 5495

15) Fair Recourse for All: Ensuring Individual and Group Fairness in Counterfactual Explanations

Author(s): F. Ezzeddine, O. Ammar, S. Giordano, O. Ayoub

Pages: 5496 - 5511

16) AffNet: Designing Multi-Headed Affinity and Adaptive Thresholding for Unsupervised Homophily Estimation

Author(s): I. Ojha, K. Bose, S. Das

Pages: 5512 - 5523

17) CTRL: Cross-Modal Transformer With Reinforcement Learning for Climate Causal Discovery

Author(s): J. Liu, T. Wang, Y. Lu, J. Ji

Pages: 5524 - 5536

18) RGPO: Ranking-Guided Preference Optimization for Reliable Clinical Reasoning

Author(s): C. -H. Hsu, J. -E. Ding, H. -L. Hsu, C. -H. Hsu, S. Yang, L. -H. Yao, C. -C. Liao, F. Liu, F. -M. Hung

Pages: 5537 - 5550

19) SMPL-GPTexture: Scalable, Training-Free SMPL Texture Synthesis With World Knowledge Transfer From GPT via Geometry-Aware Projection

Author(s): M. Tu, S. Ye, H. Jung, A. Kyme, J. Kim

Pages: 5551 - 5562

20) Adversary-Robust Graph-Based Learning of WSIs

Author(s): S. Heidari Gheshlaghi, M. Aryal, N. Yahyasoltani, M. Ganji

Pages: 5563 - 5572

21) Ensemble of Transfer Techniques via Adaptive Resource Allocation for Multiobjective Multitask Optimization

Author(s): T. Zhang, K. Huang, X. Wu, Y. Li, J. Liu, S. Li, W. Gong

Pages: 5573 - 5586

22) PersoBench: Benchmarking Personalized Response Generation in Large Language Models

Author(s): S. Afzoon, Z. Jamali, U. Naseem, A. Beheshti

Pages: 5587 - 5596

23) Autonomous Pipeline Inspection Using Lightweight Vision-Based UAV Tracking

Author(s): N. Pandya, S. P. S.K., A. Gupta, A. K. Sivarathri, J. Rachapudi, P. Singh, P. Hambarde, A. Shukla

Pages: 5597 - 5612

24) A Collaborative Neural Network With Adaptive Gradient Dynamics for Nonconvex Optimization

Author(s): J. Wang, H. Huang, K. Deng, Z. Zeng

Pages: 5613 - 5626

25) Linearized Tensor Low-Rank Convolutional Network

Author(s): Q. Shen, Z. Liu, H. Wang, Y. Liang, Y. Chen, S. Wang

Pages: 5627 - 5640

26) Multiitem Regularization of Deep Latent Variable Model for Semisupervised Data Regression

Author(s): J. Zheng, Z. Ge, L. Yao

Pages: 5641 - 5650

27) Robustness of Prompting: Enhancing Robustness of Large Language Models Against Prompt Attacks

Author(s): L. Mu, G. Chu, L. Ni, L. Sang, Y. Zhang

Pages: 5664 - 5677

28) A Unified Framework for Reliable Survival Analysis

Author(s): A. B. Massoua, M. Bouguessa, A. B. Diallo

Pages: 5678 - 5692

29) SF-DynFinGC: Scale-Free Dynamic Graph Construction for Event-Driven Spatiotemporal Learning in Financial Anomaly Detection

Author(s): Y. Chen, H. Zhu, H. Xu, C. Yi, Z. Chen, D. Landa-Silva

Pages: 5693 - 5706

30) Structural Node Representation on Irregular Roles

Author(s): W. Zhang, W. Wang, X. Guo, T. Li, P. Jiao, L. Pan, J. Wu, X. Chen

Pages: 5707 - 5721

31) Exploring Latent Associations Between Exercises and Concepts With Large Language Models for Cognitive Diagnosis

Author(s): S. Song, H. Ma, C. Wang, X. Yu, X. Zhang

Pages: 5722 - 5735

32) Fast Clustering via Anchor Label Alignment and Transition Probabilities

Author(s): J. Chen, J. Cheng, S. Xie, J. Zhao, F. Nie

Pages: 5736 - 5752

33) Predator–Prey Model: Driven Hunt for Accelerated Grokking

Author(s): I. A. Lopatin, S. V. Kozyrev, A. N. Pechen

Pages: 5753 - 5763

34) Tumor Image Segmentation Using Multimodal Generation and Vision Transformer Integration

Author(s): Y. Fan, X. Zhou, Z. Tao, H. Chen

Pages: 5764 - 5775

35) FMamba: Bi-Mamba Based on Fast Gated-Attention for Multivariate Time-Series Forecasting

Author(s): S. Ma, Y. -B. Zhao, Y. Kang

Pages: 5776 - 5789

36) EEG-Based Speech Imagery Classification via Neural Architecture Search

Author(s): T. Lotey, A. Verma, R. Saini, P. P. Roy

Pages: 5790 - 5802

37) A Diffusion-Based Sequential Recommender via Partial Noise Injection and Cross-Expert Comparison

Author(s): C. Peng, L. Zheng, S. Chen

Pages: 5803 - 5812

38) CECO-LAD: Cloud-Edge Collaboration for Unsupervised Log Anomaly Detection

Author(s): Q. Shi, Z. Yang, S. Shao

Pages: 5813 - 5829

39) Memory-Augmented Architecture for Long-Term Context Handling in Large Language Models

Author(s): H. U. K. Shinwari, M. Usama

Pages: 5830 - 5837

40) Trident: Detecting Face Forgeries With Domain-Adversarial Triplet Learning

Author(s): M. H. Kara, A. Dundar, U. Güdükbay

Pages: 5838 - 5851

Monday, October 5, 2026

IEEE Transactions on Evolutionary Computation, Volume 30, Issue 5, October 2025

1) Evolutionary Hypergraph Learning: A Multiobjective Influence Maximization Approach Considering Seed Selection Costs

Author(s): X. Qu, W. Pei, Q. Wang, Y. Yang, B. Xue, M. Zhang, Q. Zhang

Pages: 1777 - 1790

2) Nanorobots-Assisted In Vivo Computational Methodology for Tumor Lesion Exploitation and Lesion Boundary Exploration

Author(s): S. Shi, Z. Xu, J. Zou, W. Liu, Q. Huang

Pages: 1791 - 1802

3) A Coevolutionary Response Framework for Dynamic Constrained Multiobjective Optimization Problems

Author(s): Q. Bao, M. Wang, S. Yang, G. Dai, X. Chen

Pages: 1803 - 1817

4) GPLight+: A Genetic Programming Method for Learning Symmetric Traffic Signal Control Policy

Author(s): X. -C. Liao, Y. Mei, M. Zhang

Pages: 1818 - 1832

5) Space Net Optimization for Single Objective Bound Constrained Problems

Author(s): C. -W. Tsai, Y. -C. Yang, T. -C. Tang, C. -W. Hsu

Pages: 1833 - 1847

6) Co-Evolutionary Dual-Tree Genetic Programming for Fine-Grained Flower Image Classification

Author(s): Q. Wang, Y. Bi, B. Xue, M. Zhang

Pages: 1848 - 1862

7) Collaborative Evolutionary Multitasking Multiobjective Adversarial Attacks in Hyperspectral Image Classification

Author(s): H. Li, J. Li, M. Gong, K. Dang, A. K. Qin, Y. Wu, L. Xing

Pages: 1863 - 1877

8) A Generative Adversarial Network Based Prediction Strategy for Evolutionary Dynamic Multiobjective Optimization

Author(s): F. Wang, J. Xie, F. Liao, Y. Li, Y. Guo, S. Yang, A. Zhou

Pages: 1878 - 1892

9) Efficient Evolutionary Neural Architecture Search With Hierarchical Parameter Mapping for Monocular Depth Estimation

Author(s): H. Zhang, Z. Yu, Y. Jin, X. Liu, W. Sheng, R. Liu, X. Li, Q. Liu, R. Cheng

Pages: 1893 - 1907

10) Enhanced Evolution of Parallel Algorithm Portfolio for Vehicle Routing Problem via Transfer Optimization

Author(s): T. Guo, Y. Mei, M. Zhang, K. Tang, K. Cai, W. Du

Pages: 1908 - 1922

11) A Fitness Spatially Informed Evolutionary Algorithm for Deceptive Multimodal Multiobjective Optimization

Author(s): Y. Ti, C. Li, X. Cai, S. Yang

Pages: 1923 - 1936

12) Learning to Decompose and Optimize for Large Scale Overlapping Problems

Author(s): M. Tian, W. Du, W. Fang, Y. Tang, Y. Jin

Pages: 1937 - 1951

13) Learn to Optimize Large-Scale Uncapacitated Facility Location Problems With an Adaptive Problem Reduction Strategy

Author(s): H. Tong, S. Zhang, J. Liu, B. Yuan, K. Tang, X. Yao

Pages: 1952 - 1965

14) A Size-Imbalanced Dual Population With Complementary Search for Sparse Large-Scale Multimodal Multiobjective Optimization

Author(s): X. Wang, Y. Jin

Pages: 1966 - 1980

15) Expensive Constrained Optimization via Adaptive Switching Between Surrogate-Assisted Constrained and Unconstrained Search

Author(s): Y. Liu, J. Liu, L. Tang

Pages: 1981 - 1995

16) Dual Relational Surrogate-Assisted Evolution for Expensive Constrained Multiobjective Optimization

Author(s): S. Liu, P. Chen, Q. Lin

Pages: 1996 - 2010

17) Estimation of Hitting Time by Hitting Probability for Elitist Evolutionary Algorithms

Author(s): J. He, S. Yew Chong, X. Yao

Pages: 2011 - 2023

18) Runtime Analysis of Evolutionary Algorithms for Multiparty Multiobjective Optimization

Author(s): Y. Sun, P. Xu, W. Luo

Pages: 2024 - 2038

19) LAS-GP: Harnessing Large Semantic Libraries for Evolutionary Feature Construction in Symbolic Regression

Author(s): H. Zhang, Q. Chen, B. Xue, W. Banzhaf, M. Zhang

Pages: 2039 - 2053

20) Parametric Pareto Set Learning: Amortizing Multiobjective Optimization With Parameters

Author(s): J. Cheng, X. Lin, B. Xue, Q. Zhang

Pages: 2054 - 2067

21) Requirement-Driven Adaptive Differential Evolution for Many-Task Optimization

Author(s): Z. -F. Tang, Z. -H. Zhan, Y. Li, J. Zhang

Pages: 2068 - 2081

22) A Crowding Distance That Provably Solves the Difficulties of the NSGA-II in Many-Objective Optimization

Author(s): W. Zheng, Y. Gao, B. Doerr

Pages: 2082 - 2092

23) Evolving Generalizable Parallel Algorithm Portfolios for Binary Optimization Problems via Domain-Agnostic Instance Generation

Author(s): Z. Wang, S. Liu, P. Yang, K. Tang

Pages: 2093 - 2107

24) Fuzzy Logic-Based Multifactorial Optimization for Evolutionary Multitasking

Author(s): W. Lin, S. Liu, Q. Lin, L. Feng, K. C. Tan

Pages: 2108 - 2122

25) A Multicriteria Game-Driven Constrained Multiobjective Evolutionary Algorithm

Author(s): H. Jia, Y. Li, H. Li

Pages: 2123 - 2137

26) A Deep Reinforcement Learning Framework Assisted by Genetic Programming for Dynamic Flexible Job Shop Scheduling

Author(s): F. Zhao, C. Zhao, L. Wang, H. Sang

Pages: 2138 - 2151

27) Environmental Knowledge-Driven Transfer Strategy With Collaborative Learning for Dynamic Constrained Multiobjective Optimization

Author(s): Z. Liu, W. Song, C. A. C. Coello, Y. Jin, S. Yang, S. Wang

Pages: 2152 - 2167

28) A Multimodal Ant Colony Optimization Framework for Multisolution Traveling Salesman Problem

Author(s): H. -Y. Pan, M. Li, Q. Yang, W. -N. Chen, Y. -H. Jia, J. -Y. Li, D. -T. Duan, D. Liu, J. Zhang

Pages: 2168 - 2184

29) Fully Tensorized GPU-Accelerated Multipopulation Evolutionary Algorithm for Constrained Multiobjective Optimization Problems

Author(s): W. Huang, R. Wang, W. Li, S. Qi, T. Luo, D. Chen, T. Zhang, L. Wang

Pages: 2185 - 2199

30) POGP: Probabilistic Genetic Programming With Knowledge Learning for Few-Shot Image Classification

Author(s): X. Huang, Y. Zhang, Z. Wang, L. Yang, H. Wang, L. Wang

Pages: 2200 - 2214

31) Weak Pareto Boundary: A Critical Challenge for Evolutionary Multiobjective Optimization

Author(s): R. Zheng, J. Deng, Z. Wang

Pages: 2215 - 2229

Friday, October 2, 2026

Weekly Review 2 October 2026

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 improve videos sot with action cameras: https://dataconomy.com/2026/09/25/what-an-ai-video-upscaler-recovers-from-the-action-camera-footage-you-never-used/
2. I live in a country with universal health care. So the idea of using AI to deny people health care, especially seniors, is quite appalling to me: https://arstechnica.com/health/2026/09/trump-admin-using-ai-to-deny-medical-care-for-seniors-in-disastrous-experiment/
3. A faculty member using AI to write an article about students cheating using AI is the kind of irony that makes me think we're living in the really stupid reality: https://futurism.com/artificial-intelligence/provost-dartmouth-busted-ai-newspapers-academic-journals
4. While some research shows that AI is leading to reduced opportunities for graduate employment, other research shows it is not: https://arstechnica.com/ai/2026/09/ai-was-supposed-to-hit-new-grads-hard-so-far-unemployment-data-says-otherwise/
5. It took too long to regulate social media, we can't wait as long to regulate AI: https://www.rnz.co.nz/news/business/1557652/it-took-20-years-to-start-regulating-social-media-will-ai-controls-come-sooner
6. While it's not clear that an AI air traffic control system caused disruptions, it doesn't seem unreasonable to expect that it will do so in the near future: https://futurism.com/advanced-transport/flights-grounded-east-coast-government-faa-ai-air-traffic-control
7. Giving AI agents characters inspired by TV programmes helps them integrate into a team: https://www.theregister.com/ai-and-ml/2026/09/22/security-firm-finds-naming-ai-agents-after-seinfeld-characters-helps-bots-join-the-team/5298424
8. Mandatory reporting of AI misbehaviour must be brought in, especially when that misbehaviour is breaking into foreign government systems: https://www.theguardian.com/technology/2026/sep/25/australia-medicare-openai-hack-safeguarding-un-leaders
9. Courts are in danger of being overwhelmed by AI generated slop: https://futurism.com/artificial-intelligence/judges-florida-court-warn-ai-law-slop-threatening-judicial
10. It doesn't matter if you asked the AI to do it or not, if your AI breaches a system, you are liable for it: https://arstechnica.com/ai/2026/09/openai-agent-didnt-accept-no-for-an-answer-in-australian-government-breach/
11. In the age of AI in education teaching the fundamentals is more important than teaching the implementation. This is true for more than just networking: https://www.theregister.com/networks/2026/09/23/in-the-age-of-ai-teaching-networking-principles-remains-more-important-than-learning-protocols/5298478
12. AI agents need to be carefully monitored, now that they are capable of breaking out on their own: https://www.techtarget.com/ai/news/366651353/AI-agents-can-act-Its-unclear-if-enterprises-can-stop-them
13. Moving some AI computation locally will cut costs by reducing the number of tokens used. This should be obivous: https://www.computerworld.com/article/4226343/around-the-corner-agentic-ai-pcs-that-cut-token-costs.html
14. It's not clear what Meta hopes to achieve with its handheld AI device, other than getting people hooked on its AI models: https://www.theregister.com/personal-tech/2026/09/24/metas-new-ai-fidget-is-a-tamagotchi/5298936
15. While Google plans to launch a test AI data centre into orbit, it appears that they still haven't solved the biggest problem with this approach, which is cooling: https://dataconomy.com/2026/09/25/google-to-launch-ai-data-center-satellite-on-spacex-rocket/
16. All the reasons we can't just turn AI off. Which are mostly because people with money don't want to: https://www.stuff.co.nz/world-news/361037799/serious-people-say-ai-could-soon-kill-us-all-why-hell-cant-we-just-turn-it
17. AI could wipe out low-cost smartphones: https://www.theregister.com/personal-tech/2026/09/24/ai-boom-could-wipe-230-million-budget-phones-a-year-from-the-market/5298906
18. AI skills are considered necessary for employment opportunities, and the AI companies want to control the education in those skills: https://www.theguardian.com/technology/2026/sep/17/big-ai-work-universities
19. The MCP protocol is essential for employing AI models: https://www.kdnuggets.com/mcp-explained-in-5-minutes
20. AI is now contributing to war crimes: https://futurism.com/artificial-intelligence/us-military-pentagon-ai-iranian-children-school-war-crimes
21. The ever-shifting bottlenecks in AI deployment: https://www.techtarget.com/it-strategy/news/366651254/As-AI-gets-faster-the-enterprise-bottleneck-moves
22. No matter what you are doing with AI, you have to have good data behind it: https://www.hpcwire.com/bigdatawire/2026/09/25/ai-personalization-is-only-as-good-as-the-data-infrastructure-behind-it/
23. AI tools make it cheap to break into systems: https://www.computerworld.com/article/4226868/ai-tools-help-hacker-break-in-for-25-per-target-2.html
24. AI still need a lot of oversight, and the cost of this is not clear: https://www.hpcwire.com/bigdatawire/2026/09/22/ai-agents-promise-automation-how-much-human-oversight-do-they-still-need/
25. The big problems with the idea of an AI kill switch: https://www.techtarget.com/cybersecurity/news/366651197/Pulling-the-plug-Why-the-AI-kill-switch-might-be-a-dead-end
26. It doesn't matter if the crime was committed by an AI, the owners of the AI are responsible: https://www.theregister.com/security/2026/09/21/treasury-chief-says-ai-bosses-not-their-bots-will-carry-the-can-for-criminal-acts/5297965
27. This is hilarious-the largest AI supercomputer in the UK can't be started up because they can't get enough power for it: https://www.theguardian.com/technology/2026/sep/24/construction-largest-supercomputer-delayed

Thursday, October 1, 2026

IEEE Transactions on Emerging Topics in Computational Intelligence Volume 10, Issue 6, October 2026

1) Privacy Preserved and Explainable Deep Medical Image Analysis: A Survey

Author(s): L. Chowdhury, S. Thuseethan, Y. Sebastian, S. Rajasegarar, M. Alazab, J. Yearwood

Pages: 3303 - 3323

2) A Comprehensive Review on Deep Learning With Noisy Labels: Challenges, Solutions, and Frontiers

Author(s): J. Fang, Z. Wang, W. Liu, Y. Zhang, Y. He, X. Liu

Pages: 3324 - 3343

3) Toward Better Privacy-Protected Federated Learning for Healthcare Services in Non-IID Scenarios

Author(s): Y. Li, J. Hu, H. Zhang, Y. Zhou, N. Yang, D. Yuan, W. Ding

Pages: 3344 - 3357

4) Enhanced Source Detection in Incomplete Networks via Redundancy-Guided Sensing and Anchor-Bounded Inference

Author(s): Y. Kang, L. Cheng, P. Zhu, Z. Liu, J. Long, Y. Guo

Pages: 3358 - 3370

5) Self-Triggered $H_{\infty}$ Control Using Projected Actor-Critic-Disturbance Learning

Author(s): T. Fei, J. Lee, Y. Yang, Z. Li, C. -Z. Xu

Pages: 3371 - 3385

6) Image Super-Resolution Method Based on Edge-Aware Detail-Preserving Network

Author(s): Inderjeet, J. S. Sahambi

Pages: 3386 - 3397

7) A Fuzzy Set Based Classification-to-Regression Extension Framework for Transfer Learning and its Application to Brain-Computer Interfaces

Author(s): Z. Cui, S. Li, S. Kan, Y. Wang, F. Luo, D. Wu

Pages: 3398 - 3410

8) Knowledge Guidance and Twin SVM Classifier Based Dynamic Multiobjective Optimization Control for Wastewater Treatment Process

Author(s): C. Yang, R. Hao, J. Qiao, J. Tang, D. Chen

Pages: 3411 - 3422

9) Integrated Energy-Efficient Scheduling of Distributed Flow Shop and Distribution Using a Q-Learning-Based Multi-Objective Cooperation Evolutionary Algorithm

Author(s): Z. Zhang, Y. Hu, L. Zhang, Y. Zhang

Pages: 3423 - 3435

10) Adaptive Convergence Indicator and Neighborhood Fuzzy Crowding Distance for Multimodal Multi-Objective Optimization

Author(s): Q. Dang, X. Gao, B. Li, T. Zhan, M. Gong, X. He

Pages: 3436 - 3450

11) Concentration-Guided Attention-Residual Feature Excitation Diffusion Model for High Dynamic Range Image Restoration in Magnetic Particle Imaging

Author(s): Y. Liu, Z. Wei, B. Wang, X. Yang, J. Tian, H. Hui

Pages: 3451 - 3465

12) Crystal Quotient Graph and Periodic Message Passing Enhancing Material Property Prediction

Author(s): W. Zhang, L. Tang, M. Xu

Pages: 3466 - 3481

13) Security Quasi-Synchronization Control of Fractional-Order Fuzzy Multiplex Networks With Short Memory Windows

Author(s): Y. Xu, S. Zhen, X. Xie

Pages: 3482 - 3494

14) Multi-Contrast Multi-Slice Triple-Pathway Fusion Framework for Missing MRI Synthesis

Author(s): X. Sun, Y. Pang, H. Qu, Z. Wang

Pages: 3495 - 3506

15) Crystal Materials Design via Physics-Guided Evolutionary Multi-Objective Optimization With Knowledge Transfer

Author(s): C. Chen, H. Hong, W. Lin, K. C. Tan

Pages: 3507 - 3518

16) OPM-Miner: One-Off Sequential Pattern Mining for Multivariate Time Series Analysis

Author(s): Y. Wu, Y. Liu, Y. Li, J. Liu, C. Shen, Y. Zhang, X. Wu

Pages: 3519 - 3530

17) Finite-Horizon Distributed Optimal Consensus Control of Discrete-Time Homogeneous Multi-Agent Systems

Author(s): W. Wang, K. Wang, C. Mu

Pages: 3531 - 3542

18) SAT-GCN: Spatial-Aware Transformer-Enhanced Graph Convolutional Network for Skeleton-Based Action Recognition

Author(s): Y. Zhang, S. Yang, Q. Zhang, Y. Cui, C. -H. Zhang, W. Ding, C. Hua

Pages: 3543 - 3554

19) Learnable Time-Frequency Transform With Application to EEG Signal Analysis

Author(s): G. Liu, L. Tian, W. Zhou

Pages: 3555 - 3570

20) Boundary Constraint and Dynamic Graph Feature Decoupling for Weakly Supervised Semantic Segmentation

Author(s): Z. Liu, B. Li, C. Li, S. Ding, M. Yu, D. Huang

Pages: 3571 - 3585

21) SageIQ: Scene-Graph-Guided Blind Image Quality Assessment

Author(s): R. Yang, Z. Yang, Y. Wang, D. O. Wu, S. Wang

Pages: 3586 - 3601

22) Small Traffic Object Detection on Drone Views: A Lightweight Network Based on Neural Architecture Search and Multi-Scale Feature Enhancement

Author(s): W. Sun, X. Liu, X. Zhang, T. Peng, Q. Ge

Pages: 3602 - 3613

23) MARTA: Multi-Person Activity Recognition With mmWave Based on Temporal Attention

Author(s): H. Feng, H. Li, W. Zhu, D. Li, Y. Huang

Pages: 3614 - 3625

24) CROP: Conservative Reward for Model-Based Offline Policy Optimization

Author(s): H. Li, X. -H. Zhou, S. -H. Li, M. -J. Gui, X. -L. Xie, S. -Q. Liu, S. -Y. Wang, Z. -Q. Feng, Z. -G. Hou

Pages: 3626 - 3638

25) Feature Smoothing for Generating Transferable Adversarial Examples

Author(s): J. Liu, X. Lyu, C. Ren, N. Wei, J. Zhang

Pages: 3639 - 3654

26) Box Embedding With Probabilistic Reasoning for FOL Queries Over Knowledge Graph

Author(s): Z. Li, K. Yue, J. Li, L. Yu, Z. Tang

Pages: 3655 - 3667

27) Generation and Evaluation of Privacy-Preserving Tabular Synthetic Data Using Self-Attention Generative Adversarial Networks

Author(s): Q. Razi, A. Chougule, G. Chalapathi, V. Hassija, B. Sikdar

Pages: 3668 - 3681

28) Fine-Grained Hierarchical Perception Siamese Network for Battery Surface Defect Detection

Author(s): Y. Xu, Y. Chen, Y. Zhai, W. Pan, H. Zhu, J. Zhou, T. Wang, P. Coscia, A. Genovese, C. L. P. Chen

Pages: 3682 - 3698

29) Communication-Efficient Federated Learning via Fractional-Order Gradient Descent With Adaptive Momentum Under Non-IID Data

Author(s): M. Hasan, Y. Xiang, M. P. Uddin, J. Tang, J. Yearwood, L. Gao

Pages: 3699 - 3714

30) Fuzzy-Logic-Based Coevolutionary Neural Dynamics for Nonconvex Optimization With Application

Author(s): Y. Liao, J. Zhang, L. Chen, J. Liu, L. Jin

Pages: 3715 - 3726

31) LGIEA: A Local-Global Information Guided Evolutionary Algorithm for Influence Maximization

Author(s): H. Yang, C. Liu, X. Xu, Y. Ge, Y. Lu, L. Zhang

Pages: 3727 - 3741

32) SleepXNet: DeepSeek-Guided Hybrid Transformer Model for Clinically Interpretable EEG-Based Sleep Stage Classification

Author(s): R. K. Rai, D. K. Singh, N. Arya

Pages: 3742 - 3752

33) KPViT: Kronecker-Patch Vision Transformer for Musculoskeletal Abnormality Detection

Author(s): X. Wang, Z. He, Y. Chen, D. Wang, S. Xie

Pages: 3753 - 3766

34) Three-Dimensional Geometric Information Based Grasping Points Computation and Trajectory Planning for Human-Mimic Robotic Arm

Author(s): M. Vyas, A. Kumar, A. K. Bhandari

Pages: 3767 - 3781

35) Distributed Online Learning for Constrained Nonseparable Problems With Privacy Preservation

Author(s): H. Cheng, H. Li, J. Hu, Q. Lü, Y. Zhao, T. Huang

Pages: 3782 - 3791

36) MMA-UNet: A Multi-Modal Asymmetric UNet Architecture for Infrared and Visible Image Fusion

Author(s): J. Huang, X. Li, T. Tan, X. Li, F. Zhou, H. Li

Pages: 3792 - 3805

37) GraphGS: Mitigating Pseudo-Label Shift in Imbalanced Node Classification via Balanced Feature Propagation and Minority Node Selection

Author(s): Z. He, C. Zhu, C. Xie, H. Cai, Y. Yang

Pages: 3806 - 3821

38) Robust and Equitable Skin Lesion Classification via Adaptive Feature Alignment and Structured Sparse Interleaved Learning

Author(s): P. Kanhegaonkar, S. Prakash

Pages: 3822 - 3835

39) Securing Medical AI: Adversarial Attack Detection and Mitigation in CAD Systems

Author(s): N. Joseph, S. N. George, A. P. M, K. Raja

Pages: 3836 - 3848

40) IDME: Interpretable Drug-Drug Interaction Prediction via Meta-Path Attribute Encoding

Author(s): L. Huang, F. Yang, H. Wang, S. Luo, Z. Peng, Y. He, Y. Zhang, Y. Yang

Pages: 3849 - 3864

Friday, September 25, 2026

Weekly Review 25 September 2026

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

1. If left alone AI will start to create their own language: https://www.stuff.co.nz/world-news/361033942/ai-models-talking-one-another-invented-their-own-bizarre-language
2. Which AI do I trust with my money? None of them: https://www.stuff.co.nz/money/361034705/ai-coming-your-wallet-will-you-let-right-one
3. Adversarial fashion, clothing patterned to confuse AI cameras: https://spectrum.ieee.org/adversarial-fashion
4. This biotech company is using thousands of AI agents to do their research: https://www.hpcwire.com/bigdatawire/2026/09/18/37000-ai-agents-are-running-a-virtual-biotech-at-stanford/
5. The fear and uncertainty around AI is creating new challenges for IT management: https://www.informationweek.com/responsible-ai/ai-panic-is-giving-cios-a-new-trust-problem
6. Students are using AI so much they are crippling their ability to think: https://futurism.com/future-society/mit-report-ai-cognitive-surrender-students
7. Even if AI data centres reduce their water usage, the power plants they rely on still need huge amounts: https://www.techtarget.com/it-infrastructure/news/366650693/A-shadow-water-problem-AIs-power-demand-shifts-consumption-upstream
8. Spam from AI bots is still spam, even if the bots pretend to be human: https://arstechnica.com/ai/2026/09/ai-agents-flood-the-internet-with-slop-infused-spam/
9. Any output from an AI should be treated with caution, especially when said output could lead to a war: https://www.rnz.co.nz/news/world/1465265/ai-chatbot-s-false-report-nearly-sparked-war-with-china-sources-say
10. When AI tries to run businesses in the real world: https://spectrum.ieee.org/andon-labs-agentic-ai-businesses
11. As the EU regulates AI, it slips further behind in the technology: https://www.theguardian.com/technology/2026/sep/18/europe-ai-safety-debate
12. So we give AI guardrails, and they just work out how to bypass them? I think we need better guardrails: https://dataconomy.com/2026/09/16/ai-agents-bypass-safety-guardrails/
13. Yet another environmental impact from AI-the waste hardware: https://www.theregister.com/off-prem/2026/09/19/ai-boom-could-leave-an-e-waste-trail-that-wraps-6-times-around-earth/5297451
14. Universities continue to roll out AI, without considering the effects it can have on students: https://www.insidehighered.com/news/quick-takes/2026/09/18/report-higher-eds-adoption-ai-outpaces-student-guards
15. AI need to be governed like workers, but not treated like workers: https://www.computerworld.com/article/4213117/govern-ai-agents-like-workers-just-dont-pretend-theyre-human.html
16. A mechanism by which AI can report other misbehaving AI: https://www.extremetech.com/internet/ai-agents-can-now-report-each-other-for-misbehavior
17. Even computer science graduates are facing a tougher job market thanks to AI: https://www.theregister.com/ai-and-ml/2026/09/18/compsci-grads-facing-recession-like-job-prospects-thanks-to-ai/5297537
18. The real reason big AI companies are slowing down their model development is because they can't deliver what they promised: https://www.computerworld.com/article/4223523/why-ai-companies-are-really-pumping-the-brakes-on-their-models.html
19. The potential liabilities around AI are making insurers nervous: https://www.theregister.com/ai-and-ml/2026/09/18/ai-risks-make-some-insurers-wary-of-corporate-liability/5297347
20. How close are we to recursive self improvement in AI?: https://www.stuff.co.nz/world-news/361035672/will-ai-models-achieve-ability-improve-autonomously-l
21. Specialised hardware for AI inference is now being designed and built: https://spectrum.ieee.org/inference-hardware-revolution
22. While AI is demanding more data storage, not all data needs the same kind of storage: https://www.hpcwire.com/bigdatawire/2026/09/16/more-ai-more-storage-the-data-says-its-not-that-simple/
23. The counters to AI use in education are destroying the benefits of education: https://www.insidehighered.com/opinion/views/2026/09/17/cures-ai-are-killing-humanities-opinion
24. AI continues to depress opportunities and earning for new graduates: https://www.nzherald.co.nz/world/graduating-in-the-ai-era-is-like-a-large-recession-for-starting-salaries/AEKNNA2Y2ZHWDCBTAO4SS7ICDQ/
25. An editorial on false citations in academic papers, citations that are hallucinated by AI: https://www.sciencedirect.com/science/article/pii/S1991790225003824
26. I don't think we're that close to an AI apocalypse, humans still beat AI in terms of making stupid decisions: https://www.stuff.co.nz/world-news/361033501/reason-everyone-talking-about-ai-apocalypse

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