Papers
Diversity Recommendation via Causal Deconfounding of Co-purchase Relations and Counterfactual Exposure
Jingmao Zhang, Zhiting Zhao, Yunqi Lin et al.
MAPS: Multi-Agent Personality Shaping for Collaborative Reasoning
Jian Zhang, Zhiyuan Wang, Zhangqi Wang et al.
MARS: Multi-Agent Adaptive Reasoning with Socratic Guidance for Automated Prompt Optimization
Jian Zhang, Zhangqi Wang, Haiping Zhu et al.
GT-SNT: A Linear-Time Transformer for Large-Scale Graphs via Spiking Node Tokenization
Huizhe Zhang, Jintang Li, Yuchang Zhu et al.
Sequence-Free for Compound Protein Interaction Prediction
Hongzhi Zhang, Jiameng Chen, Kun Li et al.
Noise-Aware Graph-Based Cognitive Diagnostic Framework Through Low-Rank Alignment
Guixian Zhang, Yanmei Zhang, Guan Yuan et al.
Multi-Aspect Cross-modal Quantization for Generative Recommendation
Fuwei Zhang, Xiaoyu Liu, Dongbo Xi et al.
DiMA: Distinguishing Resident and Tourist Preferences via Multi-Modal LLM Alignment for Out-of-Town Cross-Domain Recommendation
Fan Zhang, Jinpeng Chen, Tao Wang et al.
Modeling Item-Level Dynamic Variability with Residual Diffusion for Bundle Recommendation
Dong Zhang, Lin Li, Ming Li et al.
DHMRec: Collaboration-Guided Multimodal Disentanglement and Hierarchical Fusion for Recommendation
Xiaohan Zhan, Yuliang Shi, Jihu Wang et al.
Plug-and-Play Parameter-Efficient Tuning of Embeddings for Federated Recommendation
Haochen Yuan, Yang Zhang, Xiang He et al.
DRFGD: Disentangled Representation-Focused Generative Defense for Attack-Tolerant Cross-Modal Hashing
Zhongqing Yu, Xin Liu, Yiu-ming Cheung et al.
Self-Supervised Cross-City Trajectory Representation Learning Based on Meta-Learning
Yanwei Yu, Hong Xia, Shaoxuan Gu et al.
Rethinking Crystal Symmetry Prediction: A Decoupled Perspective
Liheng Yu, Zhe Zhao, Xucong Wang et al.
Drift-aware Collaborative Assistance Mixture of Experts for Heterogeneous Multistream Learning
En Yu, Jie Lu, Kun Wang et al.
MM4Rec: Multi-Source and Multi-Scenario Recommender for Unified User Preference
Chu-Chun Yu, Ming-Yi Hong, Miao-Chen Chiang et al.
Neural Graph Navigation for Intelligent Subgraph Matching
Yuchen Ying, Yiyang Dai, Wenda Li et al.
NumCoKE: Ordinal-Aware Numerical Reasoning over Knowledge Graphs with Mixture-of-Experts and Contrastive Learning
Ming Yin, Zongsheng Cao, Qiqing Xia et al.
FairGSE: Fairness-Aware Graph Neural Network Without High False Positive Rates
Zhenqiang Ye, Jinjie Lu, Tianlong Gu et al.
Align³GR: Unified Multi-Level Alignment for LLM-based Generative Recommendation
Wencai Ye, Mingjie Sun, Shuhang Chen et al.
Making Visual Dialogue More Engaging: A New Task, Method, and Metric
Guanghui Ye, Huan Zhao, Yingxue Gao et al.
DiM-TS: Bridge the Gap Between Selective State Space Models and Time Series for Generative Modeling
Zihao Yao, Jiankai Zuo, Yaying Zhang
Bipartite Mode Matching for Vision Training Set Search from a Hierarchical Data Server
Yue Yao, Ruining Yang, Tom Gedeon
Structural Entropy Guided Incremental Learning for Open-World Multimodal Social Event Detection
Zhiwei Yang, Haimei Qin, Xiaoyan Yu et al.
GIER: Addressing Class Imbalance in GNNs Through Experience Replay
Liu Yang, Chuyao Liu, Zidong Wang et al.