Lei Cheng - RankMe

31 papers A* 12A 6Journal 13

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	G-UBS: Towards Robust Understanding of Implicit Feedback via Group-Aware User Behavior Simulation. AAAI Boyu Chen, Siran Chen, Zhengrong Yue, Kainan Yan, Chenyun Yu, Beibei Kong, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang
2026	A*	`conf`	VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning. AAAI Siran Chen, Boyu Chen, Yuxiao Luo, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang
2026	A*	`conf`	When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation. AAAI Siran Chen, Boyu Chen, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang
2025	A*	`conf`	A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System. SIGIR Chao Xiong, Xianwen Yu, Wei Xu, Lei Cheng, Chuan Yuan, Linjian Mo
2025	J	`jnl`	A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System. CoRR Chao Xiong, Xianwen Yu, Wei Xu, Lei Cheng, Chuan Yuan, Linjian Mo
2025	J	`jnl`	DGT: Unbiased sequential recommendation via Disentangled Graph Transformer. Knowl. Based Syst. Chenglin Li, Tao Xie, Chenyun Yu, Bo Hu, Zang Li, Lei Cheng, Beibei Kong, Di Niu
2025	A*	`conf`	DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. AAAI Penghao Lu, Xin Dong, Yuansheng Zhou, Lei Cheng, Chuan Yuan, Linjian Mo
2025	J	`jnl`	DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. CoRR Penghao Lu, Xin Dong, Yuansheng Zhou, Lei Cheng, Chuan Yuan, Linjian Mo
2025	J	`jnl`	VRAgent-R1: Boosting Video Recommendation with MLLM-based Agents via Reinforcement Learning. CoRR Siran Chen, Boyu Chen, Chenyun Yu, Yuxiao Luo, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang
2024	J	`jnl`	CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network. CoRR Chenglin Li, Yuanzhen Xie, Chenyun Yu, Lei Cheng, Bo Hu, Zang Li, Di Niu
2024	J	`jnl`	Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm. CoRR Yuanzhen Xie, Xinzhou Jin, Tao Xie, Mingxiong Lin, Liang Chen, Chenyun Yu, Lei Cheng, Chengxiang Zhuo, Bo Hu, Zang Li
2024	A*	`conf`	Enhancing Sequential Recommenders with Augmented Knowledge from Aligned Large Language Models. SIGIR Yankun Ren, Zhongde Chen, Xinxing Yang, Longfei Li, Cong Jiang, Lei Cheng, Bo Zhang, Linjian Mo, Jun Zhou
2024	A*	`conf`	GATS: Generative Audience Targeting System for Online Advertising. SIGIR Cong Jiang, Zhongde Chen, Bo Zhang, Yankun Ren, Xin Dong, Lei Cheng, Xinxing Yang, Longfei Li, Jun Zhou, Linjian Mo
2024	J	`jnl`	Heterogeneous graph contrastive learning for cold start cross-domain recommendation. Knowl. Based Syst. Yuanzhen Xie, Chenyun Yu, Xinzhou Jin, Lei Cheng, Bo Hu, Zang Li
2023	A*	`conf`	BKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction. SIGIR Yin Deng, Yingxin Chen, Xin Dong, Lingchao Pan, Hai Li, Lei Cheng, Linjian Mo
2023	A*	`conf`	Enhancing Graph Collaborative Filtering via Neighborhood Structure Embedding. ICDM Xinzhou Jin, Jintang Li, Yuanzhen Xie, Liang Chen, Beibei Kong, Lei Cheng, Bo Hu, Zang Li, Zibin Zheng
2023	J	`jnl`	GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CoRR Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
2023	J	`jnl`	Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. CoRR Yichi Zhang, Zhuo Chen, Yin Fang, Lei Cheng, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen
2023	A*	`conf`	REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation. AAAI Caiqi Sun, Jiewei Gu, Binbin Hu, Xin Dong, Hai Li, Lei Cheng, Linjian Mo
2023	J	`jnl`	SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions. ACM Trans. Knowl. Discov. Data Bohan Jia, Jian Cao, Shiyou Qian, Nengjun Zhu, Xin Dong, Liang Zhang, Lei Cheng, Linjian Mo
2023	A*	`conf`	Tele-Knowledge Pre-training for Fault Analysis. ICDE Zhuo Chen, Wen Zhang, Yufeng Huang, Mingyang Chen, Yuxia Geng, Hongtao Yu, Zhen Bi, Yichi Zhang, Zhen Yao, Wenting Song, Xinliang Wu, Yi Yang, Mingyi Chen, Zhaoyang Lian, Yingying Li, Lei Cheng, Huajun Chen
2022	A	`conf`	A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction. CIKM Hai Li, Xin Dong, Lei Cheng, Linjian Mo
2022	A	`conf`	CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention. CIKM Zhongde Chen, Ruize Wu, Cong Jiang, Honghui Li, Xin Dong, Can Long, Yong He, Lei Cheng, Linjian Mo
2022	A	`conf`	GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CIKM Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
2022	A	`conf`	MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. CIKM Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo
2022	A	`conf`	Multi-interest Sequence Modeling for Recommendation with Causal Embedding. SDM Caiqi Sun, Penghao Lu, Lei Cheng, Zhenfu Cao, Xiaolei Dong, Yili Tang, Jun Zhou, Linjian Mo
2022	A	`conf`	RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. WSDM Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu
2021	A*	`conf`	MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning. SIGIR Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo
2021	J	`jnl`	RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. CoRR Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu
2021	J	`jnl`	Similarity Embedding Networks for Robust Human Activity Recognition. CoRR Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian Xiong, Jianming Yang
2021	J	`jnl`	Similarity Embedding Networks for Robust Human Activity Recognition. ACM Trans. Knowl. Discov. Data Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian Xiong, Jianming Yang