Zhengyi Yang - RankMe

28 papers A* 9Journal 17Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Large Language Model Can Interpret Latent Space of Sequential Recommender. ACM Trans. Inf. Syst. Zhengyi Yang, Jiancan Wu, Yanchen Luo, Jizhi Zhang, Yancheng Yuan, An Zhang, Xiang Wang, Xiangnan He
2025	J	`jnl`	A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems. Trans. Recomm. Syst. Keqin Bao, Jizhi Zhang, Wenjie Wang, Yang Zhang, Zhengyi Yang, Yanchen Luo, Chong Chen, Fuli Feng, Qi Tian
2025	A*	`conf`	Addressing Missing Data Issue for Diffusion-based Recommendation. SIGIR Wenyu Mao, Zhengyi Yang, Jiancan Wu, Haozhe Liu, Yancheng Yuan, Xiang Wang, Xiangnan He
2025	J	`jnl`	Addressing Missing Data Issue for Diffusion-based Recommendation. CoRR Wenyu Mao, Zhengyi Yang, Jiancan Wu, Haozhe Liu, Yancheng Yuan, Xiang Wang, Xiangnan He
2025	A*	`conf`	AlphaDPO: Adaptive Reward Margin for Direct Preference Optimization. ICML Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2025	J	`jnl`	Counterfactual Tuning for Temporal Sensitivity Enhancement in Large Language Model-based Recommendation. CoRR Yutian Liu, Zhengyi Yang, Jiancan Wu, Xiang Wang
2025	—	`conf`	Generative Recommendation Models: Progress and Directions. WWW (Companion Volume) Yupeng Hou, An Zhang, Leheng Sheng, Zhengyi Yang, Xiang Wang, Tat-Seng Chua, Julian J. McAuley
2025	J	`jnl`	On Efficiency-Effectiveness Trade-off of Diffusion-based Recommenders. CoRR Wenyu Mao, Jiancan Wu, Guoqing Hu, Zhengyi Yang, Wei Ji, Xiang Wang
2025	A*	`conf`	Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. ICLR Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	J	`jnl`	Generate and Instantiate What You Prefer: Text-Guided Diffusion for Sequential Recommendation. CoRR Guoqing Hu, Zhengyi Yang, Zhibo Cai, An Zhang, Xiang Wang
2024	A*	`conf`	Item-side Fairness of Large Language Model-based Recommendation System. WWW Meng Jiang, Keqin Bao, Jizhi Zhang, Wenjie Wang, Zhengyi Yang, Fuli Feng, Xiangnan He
2024	J	`jnl`	Item-side Fairness of Large Language Model-based Recommendation System. CoRR Meng Jiang, Keqin Bao, Jizhi Zhang, Wenjie Wang, Zhengyi Yang, Fuli Feng, Xiangnan He
2024	A*	`conf`	LLaRA: Large Language-Recommendation Assistant. SIGIR Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang, Xiangnan He
2024	—	`conf`	MolTC: Towards Molecular Relational Modeling In Language Models. ACL (Findings) Junfeng Fang, Shuai Zhang, Chang Wu, Zhengyi Yang, Zhiyuan Liu, Sihang Li, Kun Wang, Wenjie Du, Xiang Wang
2024	J	`jnl`	MolTC: Towards Molecular Relational Modeling In Language Models. CoRR Junfeng Fang, Shuai Zhang, Chang Wu, Zhengyi Yang, Zhiyuan Liu, Sihang Li, Kun Wang, Wenjie Du, Xiang Wang
2024	A*	`conf`	On Softmax Direct Preference Optimization for Recommendation. NeurIPS Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	On Softmax Direct Preference Optimization for Recommendation. CoRR Yuxin Chen, Junfei Tan, An Zhang, Zhengyi Yang, Leheng Sheng, Enzhi Zhang, Xiang Wang, Tat-Seng Chua
2024	J	`jnl`	Towards Robust Alignment of Language Models: Distributionally Robustifying Direct Preference Optimization. CoRR Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jiawei Chen, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	J	`jnl`	α-DPO: Adaptive Reward Margin is What Direct Preference Optimization Needs. CoRR Junkang Wu, Xue Wang, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	A*	`conf`	β-DPO: Direct Preference Optimization with Dynamic β. NeurIPS Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2024	J	`jnl`	β-DPO: Direct Preference Optimization with Dynamic β. CoRR Junkang Wu, Yuexiang Xie, Zhengyi Yang, Jiancan Wu, Jinyang Gao, Bolin Ding, Xiang Wang, Xiangnan He
2023	J	`jnl`	A Bi-Step Grounding Paradigm for Large Language Models in Recommendation Systems. CoRR Keqin Bao, Jizhi Zhang, Wenjie Wang, Yang Zhang, Zhengyi Yang, Yancheng Luo, Fuli Feng, Xiangnan He, Qi Tian
2023	A*	`conf`	A Generic Learning Framework for Sequential Recommendation with Distribution Shifts. SIGIR Zhengyi Yang, Xiangnan He, Jizhi Zhang, Jiancan Wu, Xin Xin, Jiawei Chen, Xiang Wang
2023	A*	`conf`	Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. NeurIPS Zhengyi Yang, Jiancan Wu, Zhicai Wang, Xiang Wang, Yancheng Yuan, Xiangnan He
2023	J	`jnl`	Generate What You Prefer: Reshaping Sequential Recommendation via Guided Diffusion. CoRR Zhengyi Yang, Jiancan Wu, Zhicai Wang, Xiang Wang, Yancheng Yuan, Xiangnan He
2023	J	`jnl`	LLaRA: Aligning Large Language Models with Sequential Recommenders. CoRR Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang
2023	J	`jnl`	Large Language Model Can Interpret Latent Space of Sequential Recommender. CoRR Zhengyi Yang, Jiancan Wu, Yanchen Luo, Jizhi Zhang, Yancheng Yuan, An Zhang, Xiang Wang, Xiangnan He
2023	J	`jnl`	Model-enhanced Contrastive Reinforcement Learning for Sequential Recommendation. CoRR Chengpeng Li, Zhengyi Yang, Jizhi Zhang, Jiancan Wu, Dingxian Wang, Xiangnan He, Xiang Wang