DisenKGAT: Knowledge Graph Embedding with Disentangled Graph Attention Network. - Junkang Wu; Wentao Shi 002; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Fuzheng Zhang; Wei Wu 014; Xiangnan He 001 (CIKM, 2021)

Discriminative-Invariant Representation Learning for Unbiased Recommendation. - Hang Pan 006; Jiawei Chen 007; Fuli Feng; Wentao Shi 002; Junkang Wu; Xiangnan He 001 (IJCAI, 2023)

Understanding Contrastive Learning via Distributionally Robust Optimization. - Junkang Wu; Jiawei Chen 007; Jiancan Wu; Wentao Shi 002; Xiang Wang 010; Xiangnan He 001 (NeurIPS, 2023)

On the Theories Behind Hard Negative Sampling for Recommendation. - Wentao Shi 002; Jiawei Chen 007; Fuli Feng; Jizhi Zhang; Junkang Wu; Chongming Gao; Xiangnan He 001 (WWW, 2023)

FFHR: Fully and Flexible Hyperbolic Representation for Knowledge Graph Completion. - Wentao Shi 002; Junkang Wu; Xuezhi Cao; Jiawei Chen 007; Wenqiang Lei; Wei Wu 014; Xiangnan He 001 (CoRR, 2023)

Direct Multi-Turn Preference Optimization for Language Agents. - Wentao Shi 002; Mengqi Yuan; Junkang Wu; Qifan Wang 001; Fuli Feng (EMNLP, 2024)

BSL: Understanding and Improving Softmax Loss for Recommendation. - Junkang Wu; Jiawei Chen 007; Jiancan Wu; Wentao Shi 002; Jizhi Zhang; Xiang Wang 010 (ICDE, 2024)

Large Language Models are Learnable Planners for Long-Term Recommendation. - Wentao Shi 002; Xiangnan He 001; Yang Zhang 072; Chongming Gao; Xinyue Li; Jizhi Zhang; Qifan Wang 001; Fuli Feng (SIGIR, 2024)

Towards Reliable and Efficient Long-Term Recommendation with Large Foundation Models. - Wentao Shi 002 (WWW (Companion Volume), 2024)

Lower-Left Partial AUC: An Effective and Efficient Optimization Metric for Recommendation. - Wentao Shi 002; Chenxu Wang; Fuli Feng; Yang Zhang 072; Wenjie Wang 007; Junkang Wu; Xiangnan He 001 (WWW, 2024)

Uplift Modeling for Target User Attacks on Recommender Systems. - Wenjie Wang 007; Changsheng Wang; Fuli Feng; Wentao Shi 002; Daizong Ding; Tat-Seng Chua (WWW, 2024)

Improving Prostate Cancer Risk Prediction through Partial AUC Optimization. - Xinyuan Zhu; Xiaohan Ren; Wentao Shi 002; Changming Wang; Xuehan Liu; Yuqing Liu; Tao Tao; Fuli Feng (WWW (Companion Volume), 2024)

Prospect Personalized Recommendation on Large Language Model-based Agent Platform. - Jizhi Zhang; Keqin Bao; Wenjie Wang 007; Yang Zhang 072; Wentao Shi 002; Wanhong Xu; Fuli Feng; Tat-Seng Chua (CoRR, 2024)

Enhancing Long-Term Recommendation with Bi-level Learnable Large Language Model Planning. - Wentao Shi 002; Xiangnan He 001; Yang Zhang 072; Chongming Gao; Xinyue Li; Jizhi Zhang; Qifan Wang 001; Fuli Feng (CoRR, 2024)

Debias Can be Unreliable: Mitigating Bias Issue in Evaluating Debiasing Recommendation. - Chengbing Wang; Wentao Shi 002; Jizhi Zhang; Wenjie Wang 007; Hang Pan 006; Fuli Feng (CoRR, 2024)

K-order Ranking Preference Optimization for Large Language Models. - Shihao Cai; Chongming Gao; Yang Zhang 072; Wentao Shi 002; Jizhi Zhang; Keqin Bao; Qifan Wang 001; Fuli Feng (ACL (Findings), 2025)

Self-Improvement Towards Pareto Optimality: Mitigating Preference Conflicts in Multi-Objective Alignment. - Moxin Li; Yuantao Zhang; Wenjie Wang 007; Wentao Shi 002; Zhuo Liu; Fuli Feng; Tat-Seng Chua (ACL (Findings), 2025)

Process-Supervised LLM Recommenders via Flow-guided Tuning. - Chongming Gao; Mengyao Gao; Chenxiao Fan; Shuai Yuan 018; Wentao Shi 002; Xiangnan He 001 (SIGIR, 2025)

Debias Can Be Unreliable: Mitigating Bias in Evaluating Debiasing Recommendation. - Chengbing Wang; Wentao Shi 002; Jizhi Zhang; Wenjie Wang 007; Hang Pan 006; Fuli Feng (WWW (Companion Volume), 2025)

Efficient Multi-Agent System Training with Data Influence-Oriented Tree Search. - Wentao Shi 002; Zichun Yu; Fuli Feng; Xiangnan He 001; Chenyan Xiong (CoRR, 2025)

Envisioning Recommendations on an LLM-Based Agent Platform. - Jizhi Zhang; Keqin Bao; Wenjie Wang 007; Yang Zhang 072; Wentao Shi 002; Wanhong Xu; Fuli Feng; Tat-Seng Chua (Commun. ACM, 2025)

Fine-grained List-wise Alignment for Generative Medication Recommendation. - Chenxiao Fan; Chongming Gao; Wentao Shi 002; Yaxin Gong; Zihao Zhao 004; Fuli Feng (CoRR, 2025)

VisualTrap: A Stealthy Backdoor Attack on GUI Agents via Visual Grounding Manipulation. - Ziang Ye; Yang Zhang 072; Wentao Shi 002; Xiaoyu You; Fuli Feng; Tat-Seng Chua (CoRR, 2025)