Image annotation via social diffusion analysis with common interests. - Chenyi Lei; Dong Liu 002 (ICME Workshops, 2014)

Comparative Deep Learning of Hybrid Representations for Image Recommendations. - Chenyi Lei; Dong Liu 002; Weiping Li; Zheng-Jun Zha; Houqiang Li (CVPR, 2016)

Social Diffusion Analysis With Common-Interest Model for Image Annotation. - Chenyi Lei; Dong Liu 002; Weiping Li (IEEE Trans. Multim., 2016)

BERT4SessRec: Content-Based Video Relevance Prediction with Bidirectional Encoder Representations from Transformer. - Xusong Chen; Dong Liu 002; Chenyi Lei; Rui Li; Zheng-Jun Zha; Zhiwei Xiong (ACM Multimedia, 2019)

TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors. - Chenyi Lei; Shouling Ji; Zhao Li 007 (WWW, 2019)

Multi-Question Learning for Visual Question Answering. - Chenyi Lei; Lei Wu; Dong Liu 002; Zhao Li; Guoxin Wang 002; Haihong Tang; Houqiang Li (AAAI, 2020)

Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors. - Zhao Li 007; Chenyi Lei; Pengcheng Zou; Donghui Ding; Shichang Hu; Zehong Hu; Shouling Ji; Jianliang Gao (DASFAA (1), 2020)

Attention with Long-Term Interval-Based Deep Sequential Learning for Recommendation. - Zhao Li 007; Long Zhang; Chenyi Lei; Xia Chen 004; Jianliang Gao; Jun Gao 003 (Complex., 2020)

A Pre-training Strategy for Recommendation. - Susen Yang; Yong Liu 020; Chenyi Lei; Guoxin Wang 002; Haihong Tang; Juyong Zhang; Chunyan Miao (CoRR, 2020)

SEMI: A Sequential Multi-Modal Information Transfer Network for E-Commerce Micro-Video Recommendations. - Chenyi Lei; Yong Liu 020; Lingzi Zhang; Guoxin Wang 002; Haihong Tang; Houqiang Li; Chunyan Miao (KDD, 2021)

Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training. - Chenyi Lei; Shixian Luo; Yong Liu 020; Wanggui He; Jiamang Wang; Guoxin Wang 002; Haihong Tang; Chunyan Miao; Houqiang Li (ACM Multimedia, 2021)

Pre-training Graph Transformer with Multimodal Side Information for Recommendation. - Yong Liu 020; Susen Yang; Chenyi Lei; Guoxin Wang 002; Haihong Tang; Juyong Zhang; Aixin Sun; Chunyan Miao (ACM Multimedia, 2021)

Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation. - Yuanliang Zhang; Xiaofeng Wang; Jinxin Hu; Ke Gao; Chenyi Lei; Fei Fang 002 (CIKM, 2022)

Enhancing Sequential Recommendation with Graph Contrastive Learning. - Yixin Zhang; Yong Liu 020; Yonghui Xu; Hao Xiong; Chenyi Lei; Wei He 020; Lizhen Cui; Chunyan Miao (IJCAI, 2022)

CoHOZ: Contrastive Multimodal Prompt Tuning for Hierarchical Open-set Zero-shot Recognition. - Ning Liao; Yifeng Liu; Xiaobo Li; Chenyi Lei; Guoxin Wang 002; Xian-Sheng Hua 001; Junchi Yan (ACM Multimedia, 2022)

E-Commerce Storytelling Recommendation Using Attentional Domain-Transfer Network and Adversarial Pre-Training. - Xusong Chen; Chenyi Lei; Dong Liu 002; Guoxin Wang 002; Haihong Tang; Zheng-Jun Zha; Houqiang Li (IEEE Trans. Multim., 2022)

Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation. - Guoqiang Sun; Yibin Shen; Sijin Zhou; Xiang Chen 017; Hongyan Liu 001; Chunming Wu 001; Chenyi Lei; Xianhui Wei; Fei Fang 002 (AAAI, 2023)

Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. - Yang Jin; Kun Xu 005; Liwei Chen; Chao Liao; Jianchao Tan; Quzhe Huang; Bin Chen; Chenyi Lei; An Liu; Chengru Song; Xiaoqiang Lei; Di Zhang; et al. (CoRR, 2023)

Text-To-AMP: Antimicrobial Peptide Design Guided by Natural Text. - Yixuan Huang; Yang Xiao; Alexander Teng; Fei Ye; Yiyao Yu; Chenyi Lei; Ruihao Zhang; Zhangyang Gao; Cheng Tan 012; Xiao Liu (BIBM, 2024)

GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. - Yimeng Bai; Yang Zhang 072; Fuli Feng; Jing Lu; Xiaoxue Zang; Chenyi Lei; Yang Song 008 (KDD, 2024)

Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model. - Mingyue Cheng; Xiaoyu Tao 001; Qi Liu 003; Hao Zhang 088; Yiheng Chen; Chenyi Lei (CoRR, 2024)

Mitigating Redundancy in Deep Recommender Systems: A Field Importance Distribution Perspective. - Xianquan Wang; Likang Wu; Zhi Li 057; Haitao Yuan 002; Shuanghong Shen; Huibo Xu; Yu Su 002; Chenyi Lei (KDD (1), 2025)

A Comprehensive Survey on Cross-Domain Recommendation: Taxonomy, Progress, and Prospects. - Hao Zhang 088; Mingyue Cheng; Qi Liu 003; Junzhe Jiang 001; Xianquan Wang; Rujiao Zhang; Chenyi Lei; Enhong Chen (CoRR, 2025)

OneSug: The Unified End-to-End Generative Framework for E-commerce Query Suggestion. - Xian Guo; Ben Chen; Siyuan Wang; Ying Yang; Chenyi Lei; Yuqing Ding; Han Li (CoRR, 2025)

UniECS: Unified Multimodal E-Commerce Search Framework with Gated Cross-modal Fusion. - Zihan Liang; Yufei Ma 011; ZhiPeng Qian; Huangyu Dai; Zihan Wang; Ben Chen; Chenyi Lei; Yuqing Ding; Han Li (CoRR, 2025)