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ORCIDLei Cheng 0005
Person information
- affiliation: Ant Group, Hangzhou, China
Other persons with the same name
- Lei Cheng — disambiguation page
- Lei Cheng 0001 — Synplicity, Inc., Sunnyvale, CA, USA (and 1 more)
- Lei Cheng 0002
![[0000-0002-0584-4128]](https://dblp1.uni-trier.de/img/orcid-mark.12x12.png "0000-0002-0584-4128")
— Northwestern Polytechnical University, School of Aeronautics, Xi'an, China - Lei Cheng 0003 — Zhejiang University, College of Information Science and Electronic Engineering, Hangzhou, China (and 1 more)
- Lei Cheng 0004 — Wuhan University, Institute for Digital Library, China
- Lei Cheng 0006 — Shanghai Jiao Tong University, Shanghai, China
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2020 – today
- 2025
[j4]Chenglin Li, Tao Xie, Chenyun Yu, Bo Hu, Zang Li, Lei Cheng, Beibei Kong, Di Niu:
DGT: Unbiased sequential recommendation via Disentangled Graph Transformer. Knowl. Based Syst. 310: 112946 (2025)- [c15]Penghao Lu, Xin Dong, Yuansheng Zhou, Lei Cheng, Chuan Yuan, Linjian Mo:
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. AAAI 2025: 24732-24740 - [c14]Chao Xiong, Xianwen Yu, Wei Xu, Lei Cheng, Chuan Yuan, Linjian Mo:
A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System. SIGIR 2025: 2182-2191 - [i8]Penghao Lu, Xin Dong, Yuansheng Zhou, Lei Cheng, Chuan Yuan, Linjian Mo:
DOGR: Leveraging Document-Oriented Contrastive Learning in Generative Retrieval. CoRR abs/2502.07219 (2025) - [i7]Chao Xiong, Xianwen Yu, Wei Xu, Lei Cheng, Chuan Yuan, Linjian Mo:
A Learnable Fully Interacted Two-Tower Model for Pre-Ranking System. CoRR abs/2509.12948 (2025) - 2024
- [j3]Yuanzhen Xie, Chenyun Yu, Xinzhou Jin, Lei Cheng, Bo Hu, Zang Li:
Heterogeneous graph contrastive learning for cold start cross-domain recommendation. Knowl. Based Syst. 299: 112054 (2024) - [c13]Yankun Ren, Zhongde Chen, Xinxing Yang, Longfei Li, Cong Jiang, Lei Cheng, Bo Zhang, Linjian Mo, Jun Zhou:
Enhancing Sequential Recommenders with Augmented Knowledge from Aligned Large Language Models. SIGIR 2024: 345-354 - [c12]Cong Jiang, Zhongde Chen, Bo Zhang, Yankun Ren, Xin Dong, Lei Cheng, Xinxing Yang, Longfei Li, Jun Zhou, Linjian Mo:
GATS: Generative Audience Targeting System for Online Advertising. SIGIR 2024: 2920-2924 - [i6]Yuanzhen Xie, Xinzhou Jin, Tao Xie, Mingxiong Lin, Liang Chen, Chenyun Yu, Lei Cheng, Chengxiang Zhuo, Bo Hu, Zang Li:
Decomposition for Enhancing Attention: Improving LLM-based Text-to-SQL through Workflow Paradigm. CoRR abs/2402.10671 (2024) - [i5]Chenglin Li, Yuanzhen Xie, Chenyun Yu, Lei Cheng, Bo Hu, Zang Li, Di Niu:
CTRL: Continuous-Time Representation Learning on Temporal Heterogeneous Information Network. CoRR abs/2405.08013 (2024) - 2023
- [j2]Bohan Jia, Jian Cao, Shiyou Qian, Nengjun Zhu, Xin Dong, Liang Zhang, Lei Cheng, Linjian Mo:
SMONE: A Session-based Recommendation Model Based on Neighbor Sessions with Similar Probabilistic Intentions. ACM Trans. Knowl. Discov. Data 17(8): 111:1-111:22 (2023) - [c11]Caiqi Sun, Jiewei Gu, Binbin Hu, Xin Dong, Hai Li, Lei Cheng, Linjian Mo:
REMIT: Reinforced Multi-Interest Transfer for Cross-Domain Recommendation. AAAI 2023: 9900-9908 - [c10]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:
Tele-Knowledge Pre-training for Fault Analysis. ICDE 2023: 3453-3466 - [c9]Xinzhou Jin, Jintang Li, Yuanzhen Xie, Liang Chen, Beibei Kong, Lei Cheng, Bo Hu, Zang Li, Zibin Zheng:
Enhancing Graph Collaborative Filtering via Neighborhood Structure Embedding. ICDM 2023: 190-199 - [c8]Yin Deng, Yingxin Chen, Xin Dong, Lingchao Pan, Hai Li, Lei Cheng, Linjian Mo:
BKD: A Bridge-based Knowledge Distillation Method for Click-Through Rate Prediction. SIGIR 2023: 1859-1863 - [i4]Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo:
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CoRR abs/2301.13465 (2023) - [i3]Yichi Zhang, Zhuo Chen, Yin Fang, Lei Cheng, Yanxi Lu, Fangming Li, Wen Zhang, Huajun Chen:
Knowledgeable Preference Alignment for LLMs in Domain-specific Question Answering. CoRR abs/2311.06503 (2023) - 2022
- [c7]Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo:
GDOD: Effective Gradient Descent using Orthogonal Decomposition for Multi-Task Learning. CIKM 2022: 386-395 - [c6]Zhongde Chen, Ruize Wu, Cong Jiang, Honghui Li, Xin Dong, Can Long, Yong He, Lei Cheng, Linjian Mo:
CFS-MTL: A Causal Feature Selection Mechanism for Multi-task Learning via Pseudo-intervention. CIKM 2022: 3883-3887 - [c5]Xin Dong, Ruize Wu, Chao Xiong, Hai Li, Lei Cheng, Yong He, Shiyou Qian, Jian Cao, Linjian Mo:
MASR: A Model-Agnostic Sparse Routing Architecture for Arbitrary Order Feature Sharing in Multi-Task Learning. CIKM 2022: 3923-3927 - [c4]Hai Li, Xin Dong, Lei Cheng, Linjian Mo:
A Hierarchical User Behavior Modeling Framework for Cross-Domain Click-Through Rate Prediction. CIKM 2022: 4163-4167 - [c3]Caiqi Sun, Penghao Lu, Lei Cheng, Zhenfu Cao, Xiaolei Dong, Yili Tang, Jun Zhou, Linjian Mo:
Multi-interest Sequence Modeling for Recommendation with Causal Embedding. SDM 2022: 406-414 - [c2]Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu:
RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. WSDM 2022: 571-581 - 2021
- [j1]Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian Xiong, Jianming Yang:
Similarity Embedding Networks for Robust Human Activity Recognition. ACM Trans. Knowl. Discov. Data 15(6): 98:1-98:17 (2021) - [c1]Ke Ding, Xin Dong, Yong He, Lei Cheng, Chilin Fu, Zhaoxin Huan, Hai Li, Tan Yan, Liang Zhang, Xiaolu Zhang, Linjian Mo:
MSSM: A Multiple-level Sparse Sharing Model for Efficient Multi-Task Learning. SIGIR 2021: 2237-2241 - [i2]Chenglin Li, Carrie Lu Tong, Di Niu, Bei Jiang, Xiao Zuo, Lei Cheng, Jian Xiong, Jianming Yang:
Similarity Embedding Networks for Robust Human Activity Recognition. CoRR abs/2106.15283 (2021) - [i1]Chenglin Li, Mingjun Zhao, Huanming Zhang, Chenyun Yu, Lei Cheng, Guoqiang Shu, Beibei Kong, Di Niu:
RecGURU: Adversarial Learning of Generalized User Representations for Cross-Domain Recommendation. CoRR abs/2111.10093 (2021)
Coauthor Index
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