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2020 – today
- 2026
[c11]Jianhui Yang
, Yiming Jin, Pengkun Jiao, Chenhe Dong, Zerui Huang, Shaowei Yao, Xiaojiang Zhou, Dan Ou, Haihong Tang:
TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance. WWW 2026: 7955-7966- [c10]Jianting Tang, Dongshuai Li, Tao Wen, Fuyu Lv, Dan Ou, Linli Xu:
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm. WWW 2026: 8115-8126 - [i19]Gui Ling, Weiyuan Li, Yue Jiang, Wenjun Peng, Xingxian Liu, Dongshuai Li, Fuyu Lv, Dan Ou, Haihong Tang:
Synthetic Data Powers Product Retrieval for Long-tail Knowledge-Intensive Queries in E-commerce Search. CoRR abs/2602.23620 (2026) - [i18]Zhi Sun, Wenming Zhang, Yi Wei, Liren Yu, Zhixuan Zhang, Dan Ou, Haihong Tang:
KARMA: Knowledge-Action Regularized Multimodal Alignment for Personalized Search at Taobao. CoRR abs/2603.22779 (2026) - [i17]Liren Yu, Caiyuan Li, Feiyi Dong, Tao Zhang, Zhixuan Zhang, Dan Ou, Haihong Tang, Bo Zheng:
UniScale: Synergistic Entire Space Data and Model Scaling for Search Ranking. CoRR abs/2603.24226 (2026) - 2025
- [j2]Jia-Qi Yang, Chenglei Dai, Dan Ou, Dongshuai Li, Ju Huang, De-Chuan Zhan, Xiaoyi Zeng, Yang Yang:
COURIER: contrastive user intention reconstruction for large-scale visual recommendation. Frontiers Comput. Sci. 19(7): 197602 (2025) - [c9]Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang, Dan Ou, Qingwen Liu:
No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods. AAAI 2025: 11536-11543 - [c8]Yunling Feng, Gui Ling, Yue Jiang, Jianfeng Huang, Dan Ou, Qingwen Liu, Fuyu Lv, Yajing Xu:
Complicated Semantic Alignment for Long-Tail Query Rewriting in Taobao Search Based on Large Language Model. KDD (2) 2025: 4435-4446 - [i16]Chenhe Dong, Shaowei Yao, Pengkun Jiao, Jianhui Yang, Yiming Jin, Zerui Huang, Xiaojiang Zhou, Dan Ou, Haihong Tang:
TaoSR1: The Thinking Model for E-commerce Relevance Search. CoRR abs/2508.12365 (2025) - [i15]Hua Zong, Qingtao Zeng, Zhengxiong Zhou, Zhihua Han, Zhensong Yan, Mingjie Liu, Hechen Sun, Jiawei Liu, Yiwen Hu, Qi Wang, YiHan Xian, Wenjie Guo, Houyuan Xiang, Zhiyuan Zeng, Xiangrong Sheng, Bencheng Yan, Nan Hu, Yuheng Huang, Jinqing Lian, Ziru Xu, Yan Zhang, Ju Huang, Siran Yang, Huimin Yi, Jiamang Wang, Pengjie Wang, Zhu Han, Jian Wu, Dan Ou, Jian Xu, Haihong Tang, Yuning Jiang, Bo Zheng, Lin Qu:
RecIS: Sparse to Dense, A Unified Training Framework for Recommendation Models. CoRR abs/2509.20883 (2025) - [i14]Pengkun Jiao, Yiming Jin, Jianhui Yang, Chenhe Dong, Zerui Huang, Shaowei Yao, Xiaojiang Zhou, Dan Ou, Haihong Tang:
TaoSR-SHE: Stepwise Hybrid Examination Reinforcement Learning Framework for E-commerce Search Relevance. CoRR abs/2510.07972 (2025) - [i13]Jianhui Yang, Yiming Jin, Pengkun Jiao, Chenhe Dong, Zerui Huang, Shaowei Yao, Xiaojiang Zhou, Dan Ou, Haihong Tang:
TaoSR-AGRL: Adaptive Guided Reinforcement Learning Framework for E-commerce Search Relevance. CoRR abs/2510.08048 (2025) - [i12]Tingqiao Xu, Shaowei Yao, Chenhe Dong, Yiming Jin, Zerui Huang, Dan Ou, Haihong Tang:
DyKnow-RAG: Dynamic Knowledge Utilization Reinforcement Framework for Noisy Retrieval-Augmented Generation in E-commerce Search Relevance. CoRR abs/2510.11122 (2025) - [i11]Jianting Tang, Dongshuai Li, Tao Wen, Fuyu Lv, Dan Ou, Linli Xu:
Large Reasoning Embedding Models: Towards Next-Generation Dense Retrieval Paradigm. CoRR abs/2510.14321 (2025) - [i10]Xingxian Liu, Dongshuai Li, Tao Wen, Jiahui Wan, Gui Ling, Fuyu Lv, Dan Ou, Haihong Tang:
TaoSearchEmb: A Multi-Objective Reinforcement Learning Framework for Dense Retrieval in Taobao Search. CoRR abs/2511.13885 (2025) - [i9]Liren Yu, Wenming Zhang, Silu Zhou, Tao Zhang, Zhixuan Zhang, Dan Ou:
HHFT: Hierarchical Heterogeneous Feature Transformer for Recommendation Systems. CoRR abs/2511.20235 (2025) - 2024
- [c7]Sen Li, Fuyu Lv, Ruqing Zhang, Dan Ou, Zhixuan Zhang, Maarten de Rijke:
Text Matching Indexers in Taobao Search. KDD 2024: 5339-5350 - [c6]Zhe Lin, Jiwei Tan, Dan Ou, Xi Chen, Shaowei Yao, Bo Zheng:
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce. KDD 2024: 5398-5408 - [c5]Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen:
Large Language Model based Long-tail Query Rewriting in Taobao Search. WWW (Companion Volume) 2024: 20-28 - [i8]Zhe Lin, Jiwei Tan, Dan Ou, Xi Chen, Shaowei Yao, Bo Zheng:
Deep Bag-of-Words Model: An Efficient and Interpretable Relevance Architecture for Chinese E-Commerce. CoRR abs/2407.09395 (2024) - [i7]Zhengxing Cheng, Yuheng Huang, Zhixuan Zhang, Dan Ou, Qingwen Liu:
No More Tuning: Prioritized Multi-Task Learning with Lagrangian Differential Multiplier Methods. CoRR abs/2412.12092 (2024) - 2023
- [i6]Zhixuan Zhang, Yuheng Huang, Dan Ou, Sen Li, Longbin Li, Qingwen Liu, Xiaoyi Zeng:
Rethinking the Role of Pre-ranking in Large-scale E-Commerce Searching System. CoRR abs/2305.13647 (2023) - [i5]Jia-Qi Yang, Chenglei Dai, Dan Ou, Ju Huang, De-Chuan Zhan, Qingwen Liu, Xiaoyi Zeng, Yang Yang:
COURIER: Contrastive User Intention Reconstruction for Large-Scale Pre-Train of Image Features. CoRR abs/2306.05001 (2023) - [i4]Wenjun Peng, Guiyang Li, Yue Jiang, Zilong Wang, Dan Ou, Xiaoyi Zeng, Derong Xu, Tong Xu, Enhong Chen:
Large Language Model based Long-tail Query Rewriting in Taobao Search. CoRR abs/2311.03758 (2023) - 2022
- [c4]Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu:
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search. WSDM 2022: 262-270 - [i3]Zhifang Fan, Dan Ou, Yulong Gu, Bairan Fu, Xiang Li, Wentian Bao, Xin-Yu Dai, Xiaoyi Zeng, Tao Zhuang, Qingwen Liu:
Modeling Users' Contextualized Page-wise Feedback for Click-Through Rate Prediction in E-commerce Search. CoRR abs/2203.15542 (2022) - 2021
- [c3]Yulong Gu, Wentian Bao, Dan Ou, Xiang Li, Baoliang Cui, Biyu Ma, Haikuan Huang, Qingwen Liu, Xiaoyi Zeng:
Self-Supervised Learning on Users' Spontaneous Behaviors for Multi-Scenario Ranking in E-commerce. CIKM 2021: 3828-3837 - 2020
- [c2]Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng:
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction. WWW 2020: 827-836 - [i2]Xiang Li, Chao Wang, Jiwei Tan, Xiaoyi Zeng, Dan Ou, Bo Zheng:
Adversarial Multimodal Representation Learning for Click-Through Rate Prediction. CoRR abs/2003.07162 (2020)
2010 – 2019
- 2018
- [c1]Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si:
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. KDD 2018: 596-605 - [i1]Yabo Ni, Dan Ou, Shichen Liu, Xiang Li, Wenwu Ou, Anxiang Zeng, Luo Si:
Perceive Your Users in Depth: Learning Universal User Representations from Multiple E-commerce Tasks. CoRR abs/1805.10727 (2018) - 2014
- [j1]Chu He, Tong Zhuo, Dan Ou, Ming Liu, Mingsheng Liao:
Nonlinear Compressed Sensing-Based LDA Topic Model for Polarimetric SAR Image Classification. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 7(3): 972-982 (2014)
Coauthor Index
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