Drug Package Recommendation via Interaction-aware Graph Induction. - Zhi Zheng 008; Chao Wang 086; Tong Xu 001; Dazhong Shen; Penggang Qin; Baoxing Huai; Tongzhu Liu; Enhong Chen (WWW, 2021)

Interaction-Aware Temporal Prescription Generation via Message Passing Neural Network. - Cong Wang; Zhi Zheng 008; Tong Xu 001; Zikai Yin; Enhong Chen (CICAI (2), 2022)

DDR: Dialogue Based Doctor Recommendation for Online Medical Service. - Zhi Zheng 008; Zhaopeng Qiu; Hui Xiong 001; Xian Wu 001; Tong Xu 001; Enhong Chen; Xiangyu Zhao 001 (KDD, 2022)

CBR: Context Bias aware Recommendation for Debiasing User Modeling and Click Prediction✱. - Zhi Zheng 008; Zhaopeng Qiu; Tong Xu 001; Xian Wu 001; Xiangyu Zhao 001; Enhong Chen; Hui Xiong 001 (WWW, 2022)

BOSS: A Bilateral Occupational-Suitability-Aware Recommender System for Online Recruitment. - Xiao Hu; Yuan Cheng; Zhi Zheng 008; Yue Wang 115; Xinxin Chi; Hengshu Zhu (KDD, 2023)

Doctor Specific Tag Recommendation for Online Medical Record Management. - Yejing Wang; Shen Ge; Xiangyu Zhao 001; Xian Wu 001; Tong Xu 001; Chen Ma 001; Zhi Zheng 008 (KDD, 2023)

Generative Learning Plan Recommendation for Employees: A Performance-aware Reinforcement Learning Approach. - Zhi Zheng 008; Ying Sun 006; Xin Song; Hengshu Zhu; Hui Xiong 001 (RecSys, 2023)

Generative Job Recommendations with Large Language Model. - Zhi Zheng 008; Zhaopeng Qiu; Xiao Hu; Likang Wu; Hengshu Zhu; Hui Xiong 001 (CoRR, 2023)

Interaction-aware Drug Package Recommendation via Policy Gradient. - Zhi Zheng 008; Chao Wang 086; Tong Xu 001; Dazhong Shen; Penggang Qin; Xiangyu Zhao 001; Baoxing Huai; Xian Wu 001; Enhong Chen (ACM Trans. Inf. Syst., 2023)

A Cross-View Hierarchical Graph Learning Hypernetwork for Skill Demand-Supply Joint Prediction. - Wenshuo Chao; Zhaopeng Qiu; Likang Wu; Zhuoning Guo; Zhi Zheng 008; Hengshu Zhu; Hao Liu 026 (AAAI, 2024)

Exploring Large Language Model for Graph Data Understanding in Online Job Recommendations. - Likang Wu; Zhaopeng Qiu; Zhi Zheng 008; Hengshu Zhu; Enhong Chen (AAAI, 2024)

Modal Complementarity Based on Multimodal Large Language Model for Text-Based Person Retrieval. - Tong Bao; Tong Xu 001; Derong Xu; Zhi Zheng 008 (APWeb/WAIM (1), 2024)

MERGE: Multi-view Relationship Graph Network for Event-Driven Stock Movement Prediction. - Liu Che; Tong Xu 001; Qi Liu 003; Zhi Zheng 008; Jingyu Peng; Enhong Chen (APWeb/WAIM (3), 2024)

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models. - Qi Liu 003; Yongyi He; Tong Xu 001; Defu Lian; Che Liu; Zhi Zheng 008; Enhong Chen (CIKM, 2024)

Double-Checker: Large Language Model as a Checker for Few-shot Named Entity Recognition. - Wei Chen 156; Lili Zhao 002; Zhi Zheng 008; Tong Xu 001; Yang Wang 001; Enhong Chen (EMNLP (Findings), 2024)

Make Large Language Model a Better Ranker. - Wenshuo Chao; Zhi Zheng 008; Hengshu Zhu; Hao Liu 026 (EMNLP (Findings), 2024)

Granular Entity Mapper: Advancing Fine-grained Multimodal Named Entity Recognition and Grounding. - Ziqi Wang; Chen Zhu 003; Zhi Zheng 008; Xinhang Li 002; Tong Xu 001; Yongyi He; Qi Liu 003; Ying Yu; Enhong Chen (EMNLP (Findings), 2024)

MIRROR: A Multi-View Reciprocal Recommender System for Online Recruitment. - Zhi Zheng 008; Xiao Hu; Shanshan Gao 005; Hengshu Zhu; Hui Xiong 001 (SIGIR, 2024)

Enhancing Complex Question Answering via LLM Pseudo-Document and Adaptive Retrieval. - Jin Zhou; Zhi Zheng 008; Yuanjie Lyu; Tong Xu 001 (WISE (1), 2024)

Dynamic Sparse Learning: A Novel Paradigm for Efficient Recommendation. - Shuyao Wang; Yongduo Sui; Jiancan Wu; Zhi Zheng 008; Hui Xiong 001 (WSDM, 2024)

Harnessing Large Language Models for Text-Rich Sequential Recommendation. - Zhi Zheng 008; Wenshuo Chao; Zhaopeng Qiu; Hengshu Zhu; Hui Xiong 001 (WWW, 2024)

DynLLM: When Large Language Models Meet Dynamic Graph Recommendation. - Ziwei Zhao 002; Fake Lin; Xi Zhu 004; Zhi Zheng 008; Tong Xu 001; Shitian Shen; Xueying Li; Zikai Yin; Enhong Chen (CoRR, 2024)

UniMEL: A Unified Framework for Multimodal Entity Linking with Large Language Models. - Qi Liu 003; Yongyi He; Defu Lian; Zhi Zheng 008; Tong Xu 001; Liu Che; Enhong Chen (CoRR, 2024)

A survey on large language models for recommendation. - Likang Wu; Zhi Zheng 008; Zhaopeng Qiu; Hao Wang 076; Hongchao Gu; Tingjia Shen; Chuan Qin 002; Chen Zhu 003; Hengshu Zhu; Qi Liu 003; Hui Xiong 001; Enhong Chen (World Wide Web (WWW), 2024)

Bilateral Multi-Behavior Modeling for Reciprocal Recommendation in Online Recruitment. - Zhi Zheng 008; Xiao Hu; Zhaopeng Qiu; Yuan Cheng; Shanshan Gao 005; Yang Song 021; Hengshu Zhu; Hui Xiong 001 (IEEE Trans. Knowl. Data Eng., 2024)

Harnessing Multimodal Large Language Models for Multimodal Sequential Recommendation. - Yuyang Ye 002; Zhi Zheng 008; Yishan Shen; Tianshu Wang 004; Hengruo Zhang; Peijun Zhu; Runlong Yu; Kai Zhang 001; Hui Xiong 001 (AAAI, 2025)

Multi-Branch Self-Drafting for LLM Inference Acceleration. - Zipeng Gao; Qingrong Xia; Tong Xu 001; Xinyu Duan; Zhi Zheng 008; Zhefeng Wang 001; Enhong Chen (AAAI, 2025)

Harnessing Large Language Models for Knowledge Graph Question Answering via Adaptive Multi-Aspect Retrieval-Augmentation. - Derong Xu; Xinhang Li 002; Ziheng Zhang; Zhenxi Lin; Zhihong Zhu; Zhi Zheng 008; Xian Wu 001; Xiangyu Zhao 001; Tong Xu 001; Enhong Chen (AAAI, 2025)

AMoPO: Adaptive Multi-objective Preference Optimization without Reward Models and Reference Models. - Qi Liu 003; Jingqing Ruan; Hao Li; Haodong Zhao; Desheng Wang; Jiansong Chen; Guanglu Wan; Xunliang Cai; Zhi Zheng 008; Tong Xu 001 (ACL (Findings), 2025)

MLLM-I2W: Harnessing Multimodal Large Language Model for Zero-Shot Composed Image Retrieval. - Tong Bao; Che Liu; Derong Xu; Zhi Zheng 008; Tong Xu 001 (COLING, 2025)

LLM-Eraser: Optimizing Large Language Model Unlearning through Selective Pruning. - Shengming Zhang; Le Zhang 010; Jingbo Zhou; Zhi Zheng 008; Hui Xiong 001 (KDD (1), 2025)

Unleashing the Power of Large Language Model for Denoising Recommendation. - Shuyao Wang; Zhi Zheng 008; Yongduo Sui; Hui Xiong 001 (WWW, 2025)

Quasi-Metric Learning for Bilateral Person-Job Fit. - Yingpeng Du; Hongzhi Liu 001; Hengshu Zhu; Yang Song 021; Zhi Zheng 008; Zhonghai Wu (IEEE Trans. Pattern Anal. Mach. Intell., 2025)