| 2026 | WWW | TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance. | Jianhui Yang, Yiming Jin, Pengkun Jiao, Chenhe Dong, Zerui Huang, Shaowei Yao, Xiaojiang Zhou, Dan Ou, Haihong Tang |
| 2026 | SIGIR | Synthetic Data Powers Product Retrieval for Long-tail Knowledge-Intensive Queries in E-commerce Search. | Gui Ling, Weiyuan Li, Yue Jiang, Wenjun Peng, Xingxian Liu, Dongshuai Li, Fuyu Lv, Dan Ou, Haihong Tang |
| 2026 | SIGIR | KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at Taobao. | Zhi Sun, Wenming Zhang, Yi Wei, Liren Yu, Zhixuan Zhang, Dan Ou, Haihong Tang |
| 2026 | SIGIR | Learning to Trust: Dynamic Utilization of Retrieval-Augmented Generation for E-commerce Search Relevance. | Tingqiao Xu, Shaowei Yao, Chenhe Dong, Yiming Jin, Zerui Huang, Dan Ou, Haihong Tang, Bo Zheng |
| 2024 | AAAI | Non-stationary Projection-Free Online Learning with Dynamic and Adaptive Regret Guarantees. | Yibo Wang, Wenhao Yang, Wei Jiang, Shiyin Lu, Bing Wang, Haihong Tang, Yuanyu Wan, Lijun Zhang |
| 2024 | AAAI | Multi-Domain Deep Learning from a Multi-View Perspective for Cross-Border E-commerce Search. | Yiqian Zhang, Yinfu Feng, Wen-Ji Zhou, Yunan Ye, Min Tan, Rong Xiao, Haihong Tang, Jiajun Ding, Jun Yu |
| 2024 | WWW | Not All Embeddings are Created Equal: Towards Robust Cross-domain Recommendation via Contrastive Learning. | Wenhao Yang, Yingchun Jian, Yibo Wang, Shiyin Lu, Lei Shen, Bing Wang, Haihong Tang, Lijun Zhang |
| 2023 | APWEB | ACE-BERT: Adversarial Cross-Modal Enhanced BERT for E-Commerce Retrieval. | Boxuan Zhang, Chao Wei, Yan Jin, Cai Xu, Weiru Zhang, Haihong Tang, Ziyu Guan |
| 2023 | CIKM | HCL4QC: Incorporating Hierarchical Category Structures Into Contrastive Learning for E-commerce Query Classification. | Lvxing Zhu, Kexin Zhang, Hao Chen, Chao Wei, Weiru Zhang, Haihong Tang, Xiu Li |
| 2023 | EMNLP | Good Meta-tasks Make A Better Cross-lingual Meta-transfer Learning for Low-resource Languages. | Linjuan Wu, Zongyi Guo, Baoliang Cui, Haihong Tang, Weiming Lu |
| 2023 | SIGIR | TMML: Text-Guided MuliModal Product Location For Alleviating Retrieval Inconsistency in E-Commerce. | Youhua Tang, Xiong Xiong, Siyang Sun, Baoliang Cui, Yun Zheng, Haihong Tang |
| 2022 | DASFAA | Diffusion-Based Graph Contrastive Learning for Recommendation with Implicit Feedback. | Lingzi Zhang, Yong Liu, Xin Zhou, Chunyan Miao, Guoxin Wang, Haihong Tang |
| 2022 | SIGIR | User-Aware Multi-Interest Learning for Candidate Matching in Recommenders. | Zheng Chai, Zhihong Chen, Chenliang Li, Rong Xiao, Houyi Li, Jiawei Wu, Jingxu Chen, Haihong Tang |
| 2021 | AAAI | A Hybrid Bandit Framework for Diversified Recommendation. | Qinxu Ding, Yong Liu, Chunyan Miao, Fei Cheng, Haihong Tang |
| 2021 | ICIS | How Do Video Features Matter in Visual Advertising? An Elaboration Likelihood Model Perspective. | Danyang Song, Shichao Wang, Carol Ou, Xi Chen, Ruitao Liu, Haihong Tang |
| 2021 | KDD | SEMI: A Sequential Multi-Modal Information Transfer Network for E-Commerce Micro-Video Recommendations. | Chenyi Lei, Yong Liu, Lingzi Zhang, Guoxin Wang, Haihong Tang, Houqiang Li, Chunyan Miao |
| 2021 | SIGIR | Path-based Deep Network for Candidate Item Matching in Recommenders. | Houyi Li, Zhihong Chen, Chenliang Li, Rong Xiao, Hongbo Deng, Peng Zhang, Yongchao Liu, Haihong Tang |
| 2020 | AAAI | Diversified Interactive Recommendation with Implicit Feedback. | Yong Liu, Yingtai Xiao, Qiong Wu, Chunyan Miao, Juyong Zhang, Binqiang Zhao, Haihong Tang |
| 2020 | AAAI | Multi-Question Learning for Visual Question Answering. | Chenyi Lei, Lei Wu, Dong Liu, Zhao Li, Guoxin Wang, Haihong Tang, Houqiang Li |
| 2020 | AAAI | Hearing Lips: Improving Lip Reading by Distilling Speech Recognizers. | Ya Zhao, Rui Xu, Xinchao Wang, Peng Hou, Haihong Tang, Mingli Song |
| 2020 | ECCV | Collaboration by Competition: Self-coordinated Knowledge Amalgamation for Multi-talent Student Learning. | Sihui Luo, Wenwen Pan, Xinchao Wang, Dazhou Wang, Haihong Tang, Mingli Song |
| 2020 | IJCAI | Learning Personalized Itemset Mapping for Cross-Domain Recommendation. | Yinan Zhang, Yong Liu, Peng Han, Chunyan Miao, Lizhen Cui, Baoli Li, Haihong Tang |
| 2019 | ICDE | Towards the Completion of a Domain-Specific Knowledge Base with Emerging Query Terms. | Sihang Jiang, Jiaqing Liang, Yanghua Xiao, Haihong Tang, Hai-Kuan Huang, Jun Tan |
| 2019 | WWW | Aggregating E-commerce Search Results from Heterogeneous Sources via Hierarchical Reinforcement Learning. | Ryuichi Takanobu, Tao Zhuang, Minlie Huang, Jun Feng, Haihong Tang, Bo Zheng |
| 2019 | WSDM | Weakly Supervised Co-Training of Query Rewriting andSemantic Matching for e-Commerce. | Rong Xiao, Jianhui Ji, Baoliang Cui, Haihong Tang, Wenwu Ou, Yanghua Xiao, Jiwei Tan, Xuan Ju |