Table of Contents

• scPER2P: Parameter-Efficient Single-Cell LLM for Translated Proteome ProfilesYuchen Wang, Xingjian Chen, Zetian Zheng, Weidun Xie, Fuzhou Wang, Lei Huang, Ka Chun Wong. 1-15 [doi]
• CRAFT: Consistent Representational Fusion of Three Molecular ModalitiesKun Hu, Mingjun Xiao, Qian Cao, Binlan Wu. 16-30 [doi]
• AMPCL: Adaptive Meta-path Selection and Contrastive Learning for miRNA-Disease PredictionWentao Cui, Chuan Hu, Chen Fang, Qingqing Long, Jiahao Zhang, Xuezhi Wang 0004, Yuanchun Zhou. 31-45 [doi]
• Video-Driven Comprehensive 3D Hip Joint Motion Model for FAI Auxiliary DiagnosisYaxin Zhang, Xiaodong Ju, Shuting Chang, Yijian Wen, Peng Du, Zhongke Wu, Xingce Wang. 46-61 [doi]
• LungCANet: A Novel Deep Co-attention Convolutional Neural Network Architecture for High-Precision Lung Cancer Morphological Analysis and ClassificationMejbah Ahammad, Md. Ashraful Babu, Md. Mortuza Ahmmed, M. Mostafizur Rahman, Mufti Mahmud. 62-76 [doi]
• ATFN: An Efficient Multi-modal Depression Assistance Diagnostic Model Based on Multi-channel Attention MechanismYang Liu, Quanqiang Wang, Shuo Zhang, Wanjun Zhang. 77-91 [doi]
• Domain Knowledge Based Temporal-Spatial Graph Convolution Network for ECG RecognitionWenting Ma, Zhipeng Zhang, Xiaohang Yuan, Ningwei Xie, Yuxin Xie, Xiaolin Wang, Meng Guo, Xingang Chai, Zhenjie Yao. 92-106 [doi]
• Adaptive Constrained ICABMGGMM: Application to ECG Blind Source SeparationAli Algumaei, Muhammad Azam 0002, Manar Amayri, Nizar Bouguila. 107-123 [doi]
• CRA-Eformer: Cross-Scale Residual Attention-Based Edge-Guide Transformer for Low-Dose CT DenoisingTong Wu, Yanbin Liu, Sira Yongchareon. 124-136 [doi]
• Improving Text Representation for Disease Detection from Social Media via Self-augmentation and Contrastive LearningPervaiz Iqbal Khan, Andreas Dengel 0001, Sheraz Ahmed. 137-151 [doi]
• Improving Healthcare Outcomes by Identifying Populations with Higher Risk of Lung Cancer from Primary Care DataYuan Shen, Mufti Mahmud, Teena Rai, Jun He 0004, David J. Brown 0001, Muhammad Arifur Rahman, Jaspreet Kaur, David R. Baldwin, Emma O'Dowd, Richard B. Hubbard. 152-166 [doi]
• Split Learning on Multi-source Cross-StreamsLing Hu, Tongqing Zhou, Zhihuang Liu, Fang Liu 0002, Zhiping Cai. 167-181 [doi]
• Seizure Prediction Based on Multi-scale Fusion-Attention TransformerDing Pan, Guibo Luo, Yuesheng Zhu. 182-196 [doi]
• Dynamic Self-attention Gated Spatial-Temporal Graph Convolutional Network for Skeleton-Based Human Activity RecognitionYi Xia, Sira Yongchareon, Raymond Lutui, Quan Z. Sheng. 197-211 [doi]
• G-SwinHAR: Swin Transformer for Smartphone-Based Human Activity Recognition Using Gramian Angular FieldMohammed Ayub, El-Sayed M. El-Alfy. 212-226 [doi]
• Cross-Feature Interactive Fusion for Speech Emotion RecognitionJianan Zhang, Peng Zhang, Fuqiang Wang, Wei Zhao, Xiaoming Wu. 227-239 [doi]
• Temporal-Contextual Event Learning for Pedestrian Crossing Intent PredictionHongbin Liang, Hezhe Qiao, Wei Huang, Qizhou Wang, Mingsheng Shang 0001, Lin Chen 0023. 240-254 [doi]
• PoseRAC: Enhancing Repetitive Action Counting with Salient PosesZiyu Yao 0001, Yuexian Zou. 255-270 [doi]
• Spatio-Temporal Graph Convolutional Networks for Pedestrian Trajectory PredictionJinrui Geng, Yong Lu, Ruishi Liang, Jianlin Li, Hannan Shen. 271-285 [doi]
• Dual-Branch StarNet with Mutual Attention and U-Net Denoising for Simultaneously Recognizing Keywords and SpeakersYuting He, Chengtai Li, Heng Yu 0001, Jianfeng Ren, Zheng Wang 0027, Heshan Du, Yinshui Xia. 286-300 [doi]
• Unsupervised Personalized Deep Learning for Wearable Human Activity RecognitionYiran Huang, Yexu Zhou, Haibin Zhao, Till Riedel, Michael Beigl. 301-315 [doi]
• The Role of AI in Optimizing Human-Centered Complex SystemsMohammad Reza Moradi Zade, Parisa Jourabchi Amirkhizi, Siamak Pedrammehr, Sajjad Pakzad, Ghazal Rahimzadeh, Saeid Nahavandi, Houshyar Asadi. 316-330 [doi]
• A Global Interactive and Bottleneck Fusion Model for Multi-intent Spoken Language UnderstandingYanliang Guo, Qing Yu, Mingshuo Wang, Yuhui Zhou. 331-345 [doi]
• GloveTyping: A Hand Gesture Recognition System for Text Input Using a Hierarchical Framework with Attention MechanismXin Sheng, Zheng Wang, Haoyang Zhang, Tao Zhen, Pengfei Ren, Liang Xie 0012, Ye Yan 0001, Erwei Yin. 346-360 [doi]
• Evaluating the Effects of Prompt Perturbation on Bias and Hallucination in Large Language ModelsMamehgol Yousefi, Ahmad Shahi, Mos Sharifi, Alvaro Romera, Simon Hoermann, Tham Piumsomboon. 361-374 [doi]
• A Multi-task Emotion Recognition Model Based on Continuously Labeled EEG SignalsRong-Fei Gu, Yi-Dong Zhao, Li-Ming Zhao, Wei-Long Zheng, Bao-Liang Lu. 375-386 [doi]
• MUR: Multimodal Unified Refinement for Multimedia RecommendationTaoran Fu, Jiaxuan Cao, Ziqian Wang, Min Yang 0010. 387-401 [doi]
• Identifying Misaligned Features for Cross-Domain Cold-Start RecommendationMingda Qian, Feifei Dai, Xiaoyan Gu 0001, Haihui Fan, Dong Liu, Feng Tian, Bo Li 0063. 402-414 [doi]
• Temporal Semantic Scoring Path Aware Multi-embedding Sequential RecommendationYongwei Qiao, Ranhao Guo, Chunjing Xiao, Honghai Zhang, Xuecheng Wu. 415-430 [doi]
• Online Labor Market Task Recommendation via Time-Weighted Diffusion ModelShengwei Du, Zhichao Wang, Yixuan Ma. 431-446 [doi]
• Multi-pattern Joint Denoising Diffusion Model for Sequential RecommendationHaibo Liu, Hancheng Lu, Hui Li, Liang Wang 0010, Jinjia Peng. 447-461 [doi]
• ProFetch: Accelerate Deep Recommendation System Training with Proactively Designed Data Layout and Dynamic PrefetchingZhibing Liu, Biyu Zhou, Weigang Zhang, Xuehai Tang, Ruixuan Li 0001, Songlin Hu 0001. 462-477 [doi]