Table of Contents

• GOSP: A Granularity-Optimized SPARQL Generation Framework for Knowledge Base Question AnsweringBeibei Gao, Yangsen Zhang, Ga Xiang, Zicheng Zhou. 3-15 [doi]
• Active Instruction Tuning for Large Language Models with Reference-Free Instruction SelectionQiyuan Zhang, Jiehao Chen, Chen Ma 0001. 16-28 [doi]
• GBCE: Enhanced Training Loss to Estimate Accuracy of Models in ProductionRyuta Matsuno. 29-40 [doi]
• Hypergraph-Enhanced Kernel Initialization for Convolutional LSTM Networks: Insights from Asset Correlation ForecastingLo Pang-Yun Ting, Hua-Cheng Cheng, Yu-Hua Zeng, Kun-Ta Chuang. 41-53 [doi]
• SMoA: Improving Multi-agent Large Language Models with Sparse Mixture-of-AgentsDawei Li 0008, Zhen Tan 0001, Peijia Qian, Yifan Li, Kumar Satvik Chaudhary, Lijie Hu, Jiayi Shen. 54-65 [doi]
• EMAWNB: Enhanced Multi-view Attribute Weighted Naive BayesGuanzhi Liu, Kexin Meng, Pei Lv, Huan Zhang 0007. 66-78 [doi]
• Bridging Semantic and Emotional Gaps in Speech Emotion Recognition: A Novel LightGBM-Stacking ArchitectureZhilong Duan, Lin Zhou, Degen Huang, Xuewen Shi. 79-90 [doi]
• Automatic Prompt Selection for Large Language ModelsViet-Tung Do, Xuan Quang Nguyen, Van-Khanh Hoang, Duy-Hung Nguyen, Shahab Sabahi, Jeff Yang, Hajime Hotta, Minh-Tien Nguyen, Hung Le 0002. 91-102 [doi]
• QSMT: Query-Shared Multimodal Transformer for Multimodal Sentiment AnalysisHuazhong Liu, Yuanhan Liu, Jihong Ding, Wenxuan Zhang. 105-116 [doi]
• Enhanced Molecular Property Prediction with SMILES and Graph Aligned Contrastive LearningMinlan Shao, Yili Wang, Xu Shen, Xin Wang. 117-129 [doi]
• 2 Transformer for Image CaptioningQuanjin Liu, Guisheng Liu, Yi Li, Xin Zheng, Yanqing Guo. 130-141 [doi]
• DNA Sequence Clustering in High Error Rates via Hash Sketches Fuzzy Clustering for Efficient Stored Data ReconstructionQi Shao, Yanfen Zheng, Ben Cao, Zhenlu Liu, Bin Wang 0005, Shihua Zhou, Pan Zheng 0001. 142-154 [doi]
• Multimodal Contrastive Learning for Dialogue Embeddings with Global and Local ViewsSubeen Choe, JiHyeon Oh, Jihoon Yang. 155-166 [doi]
• LaPuda: LLM-Enabled Policy-Based Query Optimizer for Multi-modal DataYifan Wang 0012, Haodi Ma, Daisy Zhe Wang. 167-179 [doi]
• Focus on What Matters: Guiding Vision Transformers Towards JustificationThomas John, Mrinal Das. 180-191 [doi]
• Leveraging Group-Level Signals for Robust Many-Domain GeneralizationBohan Zhang, Yachuan Liu, Qiaozhu Mei, Paramveer S. Dhillon. 195-209 [doi]
• Clustering-Based Meta Bayesian Optimization with Theoretical GuaranteeKhoa Nguyen, Viet Huynh, Binh Tran, Tri Pham, Tin Huynh, Thin Nguyen. 210-223 [doi]
• Parameter Estimation in Cognitive Diagnosis: A Light-Weight Neural Network SolutionQiang Li, Binbin Wang. 224-235 [doi]
• Moco: A Learnable Meta Optimizer for Combinatorial OptimizationTim Dernedde, Daniela Thyssens, Sören Dittrich, Maximilian Stubbemann, Lars Schmidt-Thieme. 236-248 [doi]
• DART: Diversified and Accurate Long-Tail RecommendationJeongin Yun, Jaeri Lee, U Kang. 251-264 [doi]
• Session-Based Recommendation with Multi-granularity User Intent and Dual-Channel Sparse Graph Attention NetworksPei-Xuan Li, Chia-Lung Lin, Hsun-Ping Hsieh. 265-277 [doi]
• Mixture of Conditional Attention for Multimodal Fusion in Sequential RecommendationSewon Lee, Kwangeun Yeo, Eungi Kim, Jinri Kim, Chanwoo Kim, Yujin Jeon, Jooyoung Kim, Joonseok Lee. 278-290 [doi]
• ReducedGCN: Learning to Adapt Graph Convolution for Top-N RecommendationEungi Kim, Chanwoo Kim, Kwangeun Yeo, Jinri Kim, Yujin Jeon, Sewon Lee, Joonseok Lee. 291-303 [doi]
• Next Point-of-Interest Recommendation Algorithm Based on Spatial-Temporal Knowledge Graph and User Dual-Level PreferencesRuoYi Wang, Xu Zhou 0003. 304-316 [doi]
• Towards Retrieval-Augmented Large Language Model-Based Conversational Recommender SystemDayu Yang, Fuli Wang. 317-330 [doi]
• Parallel Graph Convolutional Network for Multi-modal RecommendationWanru Niu, Yi Li, Jianfei Liu, Xin Xie, Haiyan Fu, Yanqing Guo. 331-343 [doi]
• Graph Retrieval-Augmented LLM for Conversational Recommendation SystemsZhangchi Qiu, Linhao Luo, ZiCheng Zhao, Shirui Pan, Alan Wee-Chung Liew. 344-355 [doi]
• MAS4POI: a Multi-Agents Collaboration System for Next POI RecommendationYuqian Wu, Yuhong Peng, Jiapeng Yu, Raymond Lee. 356-367 [doi]
• RPDN: An Effective Rating Pollution Attacks Detection Framework for Recommendation SystemsYongrui Gu, Jianke Yu, Yongye Li, Peiting Xie, Xiaoyang Wang 0002, Chen Chen 0017. 368-379 [doi]
• A Hypergraph Neural Network with Motif Interaction EnhancementJun Long, Shijia Ji, Zidong Wang 0005, Tingxuan Chen, Liu Yang. 383-394 [doi]
• Bridge Structural Knowledge and Pre-trained Language Models for Knowledge Graph CompletionQiao Qiao, Yuepei Li, Qing Wang, Kang Zhou 0002, Qi Li 0012. 395-407 [doi]
• Efficient and Diverse De Novo Protein Backbone Design with SE(3)-Equivariant DiffusionRuipeng Zhou, Ming Yang, Yi Li 0008, Xin Zheng, Alan Wee-Chung Liew, Shirui Pan, Yanqing Guo. 408-420 [doi]
• MedConMA: A Confidence-Driven Multi-agent Framework for Medical Q&ARui Wang, Yonghe Chen, Weiyu Zhang 0001, Jiasheng Si, Hongjiao Guan, Xueping Peng, Wenpeng Lu. 421-433 [doi]
• DDOT: A Derivative-Directed Dual-Decoder Ordinary Differential Equation Transformer for Dynamic System ModelingYang Chang, Kuang-Da Wang, Ping-Chun Hsieh, Cheng-Kuan Lin, Wen-Chih Peng. 434-445 [doi]
• Efficient Token Fusion for Transformer-Based Semantic SegmentationZelin Zhang, Tao Zhang, Aibo Xu. 446-455 [doi]
• A Novel Framework for Multi-hop Reasoning via Alternate Entity and Sequence GenerationYong Shang, Weiyu Zhang 0001, Huiting Li, Yang Liu, Wenpeng Lu. 456-467 [doi]
• Gate-ViT: Gated Vision Transformer for Fine-Grained Visual ClassificationXiaowei Lu, Kanqi Wang, Peiyu Wang, Qin Zhang, Yang Zhao 0019, Gang Liu, Xiaohan Yu 0001. 468-479 [doi]
• Handling Korean Out-of-Vocabulary Words with Phoneme Representation LearningNayeon Kim 0002, Eojin Jeon, Jun-Hyung Park, SangKeun Lee 0001. 480-491 [doi]