MMEA: Entity Alignment for Multi-modal Knowledge Graph. - Liyi Chen 001; Zhi Li 057; Yijun Wang 002; Tong Xu 001; Zhefeng Wang 001; Enhong Chen (KSEM (1), 2020)

Knowledge-Enhanced Retrieval: A Scheme for Question Answering. - Fake Lin; Weican Cao; Wen Zhang; Liyi Chen 001; Yuan Hong 007; Tong Xu 001; Chang Tan (CCKS (Evaluation Track), 2021)

Linking the Characters: Video-oriented Social Graph Generation via Hierarchical-cumulative GCN. - Shiwei Wu; Joya Chen; Tong Xu 001; Liyi Chen 001; Lingfei Wu 001; Yao Hu 002; Enhong Chen (ACM Multimedia, 2021)

Text Classification via Learning Semantic Dependency and Association. - Guanqi Zhu; Hanqing Tao; Han Wu 002; Liyi Chen 001; Ye Liu 011; Qi Liu 003; Enhong Chen (IJCNN, 2022)

Multi-modal Siamese Network for Entity Alignment. - Liyi Chen 001; Zhi Li 057; Tong Xu 001; Han Wu 002; Zhefeng Wang 001; Nicholas Jing Yuan; Enhong Chen (KDD, 2022)

Entity Summarization via Exploiting Description Complementarity and Salience. - Liyi Chen 001; Zhi Li 057; Weidong He; Gong Cheng 001; Tong Xu 001; Nicholas Jing Yuan; Enhong Chen (IEEE Trans. Neural Networks Learn. Syst., 2023)

Temporal Graph Contrastive Learning for Sequential Recommendation. - Shengzhe Zhang; Liyi Chen 001; Chao Wang 086; Shuangli Li; Hui Xiong 001 (AAAI, 2024)

Tackling Uncertain Correspondences for Multi-Modal Entity Alignment. - Liyi Chen 001; Ying Sun 006; Shengzhe Zhang; Yuyang Ye 002; Wei Wu 045; Hui Xiong 001 (NeurIPS, 2024)

Plan-on-Graph: Self-Correcting Adaptive Planning of Large Language Model on Knowledge Graphs. - Liyi Chen 001; Panrong Tong; Zhongming Jin 001; Ying Sun 006; Jieping Ye; Hui Xiong 001 (NeurIPS, 2024)

AFDGCF: Adaptive Feature De-correlation Graph Collaborative Filtering for Recommendations. - Wei Wu 045; Chao Wang 086; Dazhong Shen; Chuan Qin 002; Liyi Chen 001; Hui Xiong 001 (SIGIR, 2024)

COMI: COrrect and MItigate Shortcut Learning Behavior in Deep Neural Networks. - Lili Zhao 002; Qi Liu 003; Linan Yue; Wei Chen 156; Liyi Chen 001; Ruijun Sun; Chao Song (SIGIR, 2024)

Collaboration-Aware Hybrid Learning for Knowledge Development Prediction. - Liyi Chen 001; Chuan Qin 002; Ying Sun 006; Xin Song; Tong Xu 001; Hengshu Zhu; Hui Xiong 001 (WWW, 2024)

Structure-Enhanced Protein Instruction Tuning: Towards General-Purpose Protein Understanding. - Wei Wu 045; Chao Wang 086; Liyi Chen 001; Mingze Yin; Yiheng Zhu 002; Kun Fu; Jieping Ye; Hui Xiong 001; Zheng Wang 027 (CoRR, 2024)

TokenSelect: Efficient Long-Context Inference and Length Extrapolation for LLMs via Dynamic Token-Level KV Cache Selection. - Wei Wu 045; Zhuoshi Pan; Chao Wang 086; Liyi Chen 001; Yunchu Bai; Kun Fu; Zheng Wang 027; Hui Xiong 001 (CoRR, 2024)

Hierarchical Time-Aware Mixture of Experts for Multi-Modal Sequential Recommendation. - Shengzhe Zhang; Liyi Chen 001; Dazhong Shen; Chao Wang 086; Hui Xiong 001 (WWW, 2025)