- "Understanding Chinese Video and Language via Contrastive Multimodal Pre-Training" ACMMM 2021 accepted
- "Pre-training Graph Transformer with Multimodal Side Information for Recommendation" ACMMM 2021 accepted
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- E-Commerce Storytelling Recommendation Using Attentional Domain-Transfer Network and Adversarial Pre-Training, Xusong Chen, Chenyi Lei, Dong Liu, Guoxin Wang, Haihong Tang, Zheng-Jun Zha, and Houqiang Li, IEEE Transactions on Multimedia 2021
- Attention with long-term interval-based deep sequential learning for recommendation. Zhao Li, Long Zhang, Chenyi Lei, Xia Chen, Jianliang Gao, Jun Gao. Complexity, Volume 2020
- Jingwen Ye, Yongcheng Jing, Xinchao Wang, Kairi Ou, Dacheng Tao, Mingli Song. Edge-Sensitive Human Cutout with Hierarchical Granularity and Loopy Matting Guidance. IEEE Transactions on Image Processing
- Chenyi Lei, Dong Liu, Weiping Li. Social diffusion analysis with common-interest model for image annotation, IEEE Transactions on Multimedia 2015
- 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 MM 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 MM 2021
- Qiong Wu,Yong Liu, Chunyan Miao, Yin Zhao,Lu Guan, Haihong Tang. A Hybrid Bandit Framework for Diversified Recommendation, AAAI-21.
- 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
- Long Guo, Lifeng Hua, Rongfei Jia, Fei Fang, Binqiang Zhao, Bin Cui. EdgeDIPN: a Unified Deep Intent Prediction Network Deployed at the Edge, VLDB 2021
- Zunlei Feng, Yongming He, Xinchao Wang, Xin Gao, Jie Lei, Cheng Jin, Mingli Song.One-sample Guided Object Representation Disassembling. NeurIPS 2020
- Yong Liu,Yingtai Xiao,Qiong Wu,Chunyan Miao,Juyong Zhang,Binqiang Zhao,Haihong Tang. Diversified Interactive Recommendation with Implicit Feedback. AAAI 2020
- Yinan Zhang, Yong Liu, Peng Han, Chunyan Miao, Baoli Li ，Haihong Tang. Learning Personalized Itemset Mapping for Cross-Domain Recommendation.IJCAI 2020
- Jingwen Ye, Yixin Ji, Xinchao Wang, Xin Gao, Mingli Song. Data-Free Knowledge Amalgamation via Group-Stack Dual-GAN, CVPR 2020
- Ya Zhao,Rui Xu,Xinchao Wang,Peng Hou,Haihong Tang,Mingli Song. Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers, AAAI 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 and Jianliang Gao. Attention with Long-term Interval-Based Gated Recurrent Units for Modeling Sequential User Behaviors, DASFAA 2020
- Zhu Zhang, Zhou Zhao, Yang Zhao, Qi Wang, Huasheng Liu, Lianli Gao. Where Does It Exist: Spatio-Temporal Video Grounding for Multi-Form Sentences, CVPR 2020
- Zhijie Lin, Zhou Zhao, Zhu Zhang, Qi Wang, Huasheng Liu. Weakly-Supervised Video Moment Retrieval via Semantic Completion Network, AAAI 2020
- Tong Zhang, Baoliang Cui, Zhen Cui, Haikuan Huang, Jian Yang, Hongbo Deng, Bo Zheng. Cross-Graph Convolution Learning for Large-Scale Text-Picture Shopping Guide in E-Commerce Search, ICDE 2020
- X Niu, B Li, C Li, R Xiao, H Sun, H Wang, H Deng, Z Chen. Gated Heterogeneous Graph Representation Learning for Shop Search in E-commerce, CIKM 2020
- X Qu, Z Li, J Wang, Z Zhang, P Zou, J Jiang, J Huang, R Xiao, J Zhang. Category-aware Graph Neural Networks for Improving E-commerce Review Helpfulness Prediction, CIKM 2020
- X Niu, B Li, C Li, R Xiao, H Sun, H Deng, Z Chen. A Dual Heterogeneous Graph Attention Network to Improve Long-Tail Performance for Shop Search in E-Commerce, KDD 2020
- Cheng Zhao, Chenliang Li, Rong Xiao, Hongbo Deng, and Aixin Sun. CATN: Cross-domain recommendation for cold-start users via aspect transfer network, SIGIR 2020
- Z Chen, R Xiao, C Li, G Ye, H Sun, H Deng. ESAM: Discriminative Domain Adaptation with Non-Displayed Items to Improve Long-Tail Performance, SIGIR 2020
- 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. MM. pp 2597-2601. Nice, France. Oct 21-25, 2019. (Winner of the Content-Based Video Relevance Prediction Challenge)
- Jingwen Ye, Xinchao Wang, Yixin Ji, Kairi Ou, Mingli Song. Amalgamating Filtered Knowledge: Learning Task-customized Student from Multi-task Teachers. IJCAI 2019
- Jingwen Ye, Yixin Ji, Xinchao Wang, Kairi Ou, Dapeng Tao, Mingli Song. Student Becoming the Master: Knowledge Amalgamation for Joint Scene Parsing, Depth Estimation, and More. CVPR 2019
- Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju. Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce, WSDM 2019.
- Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng. Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. www 2019
- Chenyi Lei, Zhao Li and Shouling Ji. TiSSA: A Time Slice Self-Attention Approach for Modeling Sequential User Behaviors, WWW 2019
- Yatao Yang, Jun Tan, Hongbo Deng, Zibin Zheng, Yutong Lu, Xiangke Liao: An Active and Deep Semantic Matching Framework for Query Rewrite in E-Commercial Search Engine, CIKM2019
- Sihang Jiang,Jiaqing Liang,Yanghua Xiao,Haihong Tang,Haikuan Huang,Jun Tan.Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms, ICDE2019
- Qianlong Liu, Baoliang Cui, Zhongyu Wei, Baolin Peng, Haikuan Huang, Hongbo Deng, Jianye Hao, Xuanjing Huang, Kam-Fai Wong: Building Personalized Simulator for Interactive Search. IJCAI 2019: 5109-5115
- Fei Xiao, Zhen Wang, Haikuan Huang, Jun Huang, Xi Chen, Hongbo Deng, Minghui Qiu, Xiaoli Gong: AliISA: Creating an Interactive Search Experience in E-commerce Platforms. SIGIR 2019: 1305-1308
- Long Guo, Lifeng Hua, Rongfei Jia, Binqiang Zhao, Xiaobo Wang, Bin Cui. Buying or Browsing?: Predicting Real-time Purchasing Intent using Attention-based Deep Network with Multiple Behavior, KDD 2019.
- Shi-Yong Chen, Yang Yu, Qing Da , Jun Tan , Hai-Kuan Huang and Hai-Hong Tang,"Stablizing Reinforcement Learning in Dynamic Environment with Application to Online Recommendation, KDD2018
- 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. Image annotation via social diffusion analysis with common interests, ICMEW 2014
- ACM Multimedia 2019, Winner of the Content-Based Video Relevance Prediction Challenge
- 2019年之江杯video caption 第二名
- 2018年之江杯视觉问答全球大赛，冠军
- The Chalearn LAP Apparent Age Estimation. CVPR Workshop 2016. 第二名