1) Incentivized Federated Learning: A SurveyAuthor(s): Akarsh K Nair, Sinem Coleri, Jayakrushna Sahoo, Linga Reddy Cenkeramaddi, Ebin Deni RajPages: 3190 – 32092) Reconfigurable Digital FPGA Implementations for Neuromorphic Computing: A Survey on Recent Advances and Future DirectionsAuthor(s): Edris Zaman Farsa, Arash Ahmadi, Oliver KeszoczePages: 3210 – 32323) Design and Optimisations of Metal-Oxide Artificial Synaptic Device Based Machine Learning ModelAuthor(s): Yildiran Yilmaz, Fatih GulPages: 3233 – 32434) Incomplete Data Transfer Calibration ClassificationAuthor(s): Hongpeng Tian, Zuowei Zhang, Weiping DingPages: 3244 – 32565) Artificial Bee Colony for Multi-Label Feature Selection: A Logic-Guided Approach With Correlation-Driven RefinementAuthor(s): Emrah Hancer, Bing Xue, Mengjie ZhangPages: 3257 – 32706) VFFG: Verifiable Privacy-Enhanced Federated Fine-Tuning for GPT ServiceAuthor(s): Mingyun Bian, Yanli Ren, Guanghui He, Guorui Feng, Xinpeng ZhangPages: 3271 – 32857) Quaternion Dendritic Neuron Model for Multivariate Financial Time Series PredictionAuthor(s): Qianrui Yu, Zihang Zhang, Ziqian Wang, Haotian Li, Zhenyu Lei, Shangce GaoPages: 3286 – 32978) STMemAE: An Instance-Level Based Spatio-Temporal Memory Autoencoder for Unsupervised Vision-Based Seizure DetectionAuthor(s): Dinghan Hu, Kai Wu, Yuan Fang, Tiejia Jiang, Feng Gao, Jiuwen CaoPages: 3298 – 33109) Embedding Guarantor: Knowledge-Enhanced Graph Learning for New Item Cold-Start RecommendationAuthor(s): Zhipeng Zhang, Youfu Zhu, Mianxiong Dong, Kaoru Ota, Yao Zhang, Yonggong RenPages: 3311 – 332410) Dataset Purification-Driven Lightweight Deep Learning Model Construction for Empty-Dish Recycling RobotAuthor(s): Yifei Ge, Zhuo Li, Xuebin Yue, Hengyi Li, Lin MengPages: 3325 – 334011) Progressive Feature Enhancement Network for Surface Defect SegmentationAuthor(s): Feng Yan, Xiaoheng Jiang, Yunxia Zhang, Yang Lu, Xiaofei Nan, Shuo He, Mingliang XuPages: 3341 – 335112) Enhanced Protein Secondary Structure Prediction Through Multi-View Multi-Feature Evolutionary Deep Fusion MethodAuthor(s): Yining Qian, Lijie Su, Meiling Xu, Lixin TangPages: 3352 – 336313) Judge Like a Real Doctor: Dual Teacher Sample Consistency Framework for Semi-Supervised Medical Image ClassificationAuthor(s): Qixiang Zhang, Yuxiang Yang, Chen Zu, Jianjia Zhang, Xi Wu, Jiliu Zhou, Yan WangPages: 3364 – 337514) Toward Efficient Self-Motion-Based Memory Representation for Visuomotor Navigation of Embodied RobotAuthor(s): Qiming Liu, Haoran Xin, Zhe Liu, Hesheng WangPages: 3376 – 338515) Multi-Directional Pixel Array Computation for Efficient Pupil Localization in Gaze EstimationAuthor(s): Zhonghe Ren, Fengzhou Fang, Rui Niu, Mingyuan LiPages: 3386 – 339816) SMC-Searcher: Signal Mediated Coordination for Decentralized Multi-Robot Adversarial Moving Target SearchAuthor(s): Qihang Peng, Hongliang Guo, Boyang Li, Chih-Yung Wen, Yaochu JinPages: 3399 – 341217) Learning From Demonstrations: A Computationally Efficient Inverse Reinforcement Learning Approach With Simplified ImplementationAuthor(s): Yanbin Lin, Zhen Ni, Xiangnan ZhongPages: 3413 – 342518) SynFlowFL: A Dynamic Synaptic Flow Framework for Efficient, Personalized Federated LearningAuthor(s): Dongdong Li, Weiwei Lin, Wentai Wu, Haotong Zhang, XiuMin WangPages: 3426 – 344019) Self-Supervised Learning for Activity Recognition Based on Datasets With Imbalanced ClassesAuthor(s): Rebeen Ali Hamad, Wai Lok Woo, Bo Wei, Longzhi YangPages: 3441 – 345420) Uncertainty Driven Adaptive Self-Knowledge Distillation for Medical Image SegmentationAuthor(s): Xutao Guo, Mengqi Wang, Yang Xiang, Yanwu Yang, Chenfei Ye, Haijun Wang, Ting MaPages: 3455 – 346821) Complex-Order Quantum-Behaved Particle Swarm Optimization With Double Jump-Out StrategyAuthor(s): Liping Chen, Xiaobo Wu, António M. Lopes, Da Wang, Panpan Gu, Min Zhu, YangQuan ChenPages: 3469 – 348722) Rethinking Image Forgery Detection and Localization via Regression PerspectiveAuthor(s): Li Zhang, Dong Li, Yan Zhong, Jiaying Zhu, Rujing Wang, Xingyu Wu, Xue Wang, Liu LiuPages: 3488 – 350023) NetPlacer+: Model Parallelism Based on Load Balance in Distributed Deep LearningAuthor(s): Yunqi Gao, Zechao Zhang, Bing Hu, Mahdi Boloursaz Mashhadi, A-Long Jin, Pei XiaoPages: 3501 – 351724) AE-Net: Appearance-Enriched Neural Network With Foreground Enhancement for Person Re-IdentificationAuthor(s): Shangdong Zhu, Yunzhou Zhang, Yixiu Liu, Yu Feng, Sonya Coleman, Dermot KerrPages: 3518 – 353225) VFL+: Low-Coupling Vertical Federated Learning With Privileged Information ParadigmAuthor(s): Wei Dai, Teng Cui, Tong Zhang, Badong ChenPages: 3533 – 354726) Latent Object Embedding for Self-Supervised Monocular Depth EstimationAuthor(s): Shuai Wang, Ting Yu, Shan Pan, Wei Chen, Zehua Wang, Victor C. M. Leung, Zijian TianPages: 3548 – 355927) TUCA-HER: An Improved HER for Robot Manipulation Skill Learning via Trajectory Utility and Conservative AdvantageAuthor(s): Peiliang Wu, Zhaoqi Wang, Yao Li, Wenbai Chen, Guowei GaoPages: 3560 – 357128) Efficient Weight Pruning for Optical Neural Networks: When Pruned Weights are Non-ZerosAuthor(s): Shuo Zhao, Kun Wu, Xin Li, Ying-Chi ChenPages: 3572 – 358129) Learning Error Refinement in Stochastic Gradient Descent-Based Latent Factor Analysis via Diversified PID ControllersAuthor(s): Jinli Li, Ye Yuan, Xin LuoPages: 3582 – 359730) AdptGL-CA: Adaptive Global-Local Metric Fusion With Contrastive Attention for Few-Shot LearningAuthor(s): Zhiying Song, Pengfei Wang, Xiaokang Wang, Nenggan ZhengPages: 3598 – 361331) Learning Inter and Intra Class Variation With Deep Frequency Factorization Network for Face Anti-SpoofingAuthor(s): Weihua Liu, Qiuyu Li, Yiming Luo, Yushan Pan, Weiping Ding, Hao WangPages: 3614 – 362532) SCGAN: Sampling and Clustering-Based Neural Architecture Search for GANsAuthor(s): Qingling Zhu, Yeming Yang, Songbai Liu, Qiuzhen Lin, Kay Chen TanPages: 3626 – 363733) Smart Energy Hub Frequency Control-Based Machine LearningAuthor(s): Burak Yildirim, Meysam Gheisarnejad, Mohammad Hassan KhoobanPages: 3638 – 364934) The Goldilocks Principle: Achieving Just Right Boundary Fidelity for Long-Tailed ClassificationAuthor(s): Faizanuddin Ansari, Abhranta Panigrahi, Swagatam DasPages: 3650 – 366435) Improving Exploration in Deep Reinforcement Learning for Incomplete Information Competition EnvironmentsAuthor(s): Jie Lin, Yuhao Ye, Shaobo Li, Hanlin Zhang, Peng ZhaoPages: 3665 – 367636) SG-GAN: Fine Stereoscopic-Aware Generation for 3D Brain Point Cloud Up-Sampling From a Single ImageAuthor(s): Bowen Hu, Weiheng Yao, Sibo Qiao, Hieu Pham, Shuqiang Wang, Michael Kwok-Po NgPages: 3677 – 368937) AutoOpt: A General Framework for Automatically Designing Metaheuristic Optimization Algorithms With Diverse StructuresAuthor(s): Qi Zhao, Bai Yan, Taiwei Hu, Xianglong Chen, Jian Yang, Shi Cheng, Yuhui ShiPages: 3690 – 370338) Chance-Constrained Abnormal Data Cleaning for Robust Classification With Noisy LabelsAuthor(s): Xun Shen, Zhaojie Luo, Yuanchao Li, Tinghui Ouyang, Yuhu WuPages: 3704 – 371139) Motion Expressions Guided Video Segmentation via Effective Motion Information MiningAuthor(s): Ge Li, Hanqing Sun, Aiping Yang, Jiale Cao, Yanwei PangPages: 3712 – 371840) Contrastive Learning-Based Agent Modeling for Deep Reinforcement LearningAuthor(s): Wenhao Ma, Yu-Chen Chang, Jie Yang, Yu-Kai Wang, Chin-Teng LinPages: 3719 – 3726
