Chenyi Lei

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 25

Top Topics

Training Process

Recommender Systems

Top Venues

Publications

Mingyue Cheng, Xiaoyu Tao, Qi Liu, Hao Zhang, Yiheng Chen, Chenyi Lei
Learning Transferable Time Series Classifier with Cross-Domain Pre-training from Language Model. CoRR (2024)
Yimeng Bai, Yang Zhang, Fuli Feng, Jing Lu, Xiaoxue Zang, Chenyi Lei, Yang Song
GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. CoRR (2024)
Yimeng Bai, Yang Zhang, Fuli Feng, Jing Lu, Xiaoxue Zang, Chenyi Lei, Yang Song
GradCraft: Elevating Multi-task Recommendations through Holistic Gradient Crafting. KDD (2024)
Guoqiang Sun, Yibin Shen, Sijin Zhou, Xiang Chen, Hongyan Liu, Chunming Wu, Chenyi Lei, Xianhui Wei, Fei Fang
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation. CoRR (2023)
Guoqiang Sun, Yibin Shen, Sijin Zhou, Xiang Chen, Hongyan Liu, Chunming Wu, Chenyi Lei, Xianhui Wei, Fei Fang
Self-Supervised Interest Transfer Network via Prototypical Contrastive Learning for Recommendation. AAAI (2023)
Yang Jin, Kun Xu, Kun Xu, Liwei Chen, Chao Liao, Jianchao Tan, Quzhe Huang, Bin Chen, Chenyi Lei, An Liu, Chengru Song, Xiaoqiang Lei, Di Zhang, Wenwu Ou, Kun Gai, Yadong Mu
Unified Language-Vision Pretraining in LLM with Dynamic Discrete Visual Tokenization. CoRR (2023)
Ning Liao, Yifeng Liu, Xiaobo Li, Chenyi Lei, Guoxin Wang, Xian-Sheng Hua, Junchi Yan
CoHOZ: Contrastive Multimodal Prompt Tuning for Hierarchical Open-set Zero-shot Recognition. ACM Multimedia (2022)
Xusong Chen, Chenyi Lei, Dong Liu, Guoxin Wang, Haihong Tang, Zheng-Jun Zha, Houqiang Li
E-Commerce Storytelling Recommendation Using Attentional Domain-Transfer Network and Adversarial Pre-Training. IEEE Trans. Multim. 24 (2022)
Yixin Zhang, Yong Liu, Yonghui Xu, Hao Xiong, Chenyi Lei, Wei He, Lizhen Cui, Chunyan Miao
Enhancing Sequential Recommendation with Graph Contrastive Learning. IJCAI (2022)
Yixin Zhang, Yong Liu, Yonghui Xu, Hao Xiong, Chenyi Lei, Wei He, Lizhen Cui, Chunyan Miao
Enhancing Sequential Recommendation with Graph Contrastive Learning. CoRR (2022)
Yuanliang Zhang, Xiaofeng Wang, Jinxin Hu, Ke Gao, Chenyi Lei, Fei Fang
Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation. CIKM (2022)
Yuanliang Zhang, Xiaofeng Wang, Jinxin Hu, Ke Gao, Chenyi Lei, Fei Fang
Scenario-Adaptive and Self-Supervised Model for Multi-Scenario Personalized Recommendation. CoRR (2022)
Chenyi Lei, Shixian Luo, Yong Liu, Wanggui He, Jiamang Wang, Guoxin Wang, Haihong Tang, Chunyan Miao, Houqiang Li
Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training. ACM Multimedia (2021)
Chenyi Lei, Shixian Luo, Yong Liu, Wanggui He, Jiamang Wang, Guoxin Wang, Haihong Tang, Chunyan Miao, Houqiang Li
Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training. CoRR (2021)
Yong Liu, Susen Yang, Chenyi Lei, Guoxin Wang, Haihong Tang, Juyong Zhang, Aixin Sun, Chunyan Miao
Pre-training Graph Transformer with Multimodal Side Information for Recommendation. ACM Multimedia (2021)
Chenyi Lei, Yong Liu, Lingzi Zhang, Guoxin Wang, Haihong Tang, Houqiang Li, Chunyan Miao
SEMI: A Sequential Multi-Modal Information Transfer Network for E-Commerce Micro-Video Recommendations. KDD (2021)
Zhao Li, Long Zhang, Chenyi Lei, Xia Chen, Jianliang Gao, Jun Gao
Attention with Long-Term Interval-Based Deep Sequential Learning for Recommendation. Complex. 2020 (2020)
Chenyi Lei, Lei Wu, Dong Liu, Zhao Li, Guoxin Wang, Haihong Tang, Houqiang Li
Multi-Question Learning for Visual Question Answering. AAAI (2020)
Zhao Li, Chenyi Lei, Pengcheng Zou, Donghui Ding, Shichang Hu, Zehong Hu, Shouling Ji, Jianliang Gao
Attention with Long-Term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors. DASFAA (1) (2020)
Susen Yang, Yong Liu, Chenyi Lei, Guoxin Wang, Haihong Tang, Juyong Zhang, Chunyan Miao
A Pre-training Strategy for Recommendation. CoRR (2020)
Chenyi Lei, Shouling Ji, Zhao Li
TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors. WWW (2019)
Xusong Chen, Dong Liu, Chenyi Lei, Rui Li, Zheng-Jun Zha, Zhiwei Xiong
BERT4SessRec: Content-Based Video Relevance Prediction with Bidirectional Encoder Representations from Transformer. ACM Multimedia (2019)
Chenyi Lei, Dong Liu, Weiping Li
Social Diffusion Analysis With Common-Interest Model for Image Annotation. IEEE Trans. Multim. 18 (4) (2016)
Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li
Comparative Deep Learning of Hybrid Representations for Image Recommendations. CVPR (2016)
Chenyi Lei, Dong Liu, Weiping Li, Zheng-Jun Zha, Houqiang Li
Comparative Deep Learning of Hybrid Representations for Image Recommendations. CoRR (2016)
Chenyi Lei, Dong Liu
Image annotation via social diffusion analysis with common interests. ICME Workshops (2014)