Jiaxin Mao

ORCID

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 130

Top Venues

CoRR

SIGIR

CIKM

ACM Trans. Inf. Syst.

Publications

Yunqiu Shao, Haitao Li, Yueyue Wu, Yiqun Liu, Qingyao Ai, Jiaxin Mao, Yixiao Ma, Shaoping Ma
An Intent Taxonomy of Legal Case Retrieval. ACM Trans. Inf. Syst. 42 (2) (2024)
Peiyuan Gong, Jiamian Li, Jiaxin Mao
CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models. SIGIR (2024)
Erhan Zhang, Xingzhu Wang, Peiyuan Gong, Yankai Lin, Jiaxin Mao
USimAgent: Large Language Models for Simulating Search Users. CoRR (2024)
Yiqun Chen, Jiaxin Mao, Yi Zhang, Dehong Ma, Long Xia, Jun Fan, Daiting Shi, Zhicong Cheng, Simiu Gu, Dawei Yin
MA4DIV: Multi-Agent Reinforcement Learning for Search Result Diversification. CoRR (2024)
Qi Liu, Bo Wang, Nan Wang, Jiaxin Mao
Leveraging Passage Embeddings for Efficient Listwise Reranking with Large Language Models. CoRR (2024)
Yan Fang, Jingtao Zhan, Qingyao Ai, Jiaxin Mao, Weihang Su, Jia Chen, Yiqun Liu
Scaling Laws For Dense Retrieval. CoRR (2024)
Qi Liu, Gang Guo, Jiaxin Mao, Zhicheng Dou, Ji-Rong Wen, Hao Jiang, Xinyu Zhang, Zhao Cao
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models. ACM Trans. Inf. Syst. 42 (5) (2024)
Zechun Niu, Jiaxin Mao, Qingyao Ai, Ji-Rong Wen
Investigating the Robustness of Counterfactual Learning to Rank Models: A Reproducibility Study. CoRR (2024)
Yurou Zhao, Yiding Sun, Ruidong Han, Fei Jiang, Lu Guan, Xiang Li, Wei Lin, Jiaxin Mao
Aligning Explanations for Recommendation with Rating and Feature via Maximizing Mutual Information. CoRR (2024)
Shengjie Ma, Chong Chen, Qi Chu, Jiaxin Mao
Leveraging Large Language Models for Relevance Judgments in Legal Case Retrieval. CoRR (2024)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei
Prompt Refinement with Image Pivot for Text-to-Image Generation. CoRR (2024)
Yiqun Chen, Qi Liu, Yi Zhang, Weiwei Sun, Daiting Shi, Jiaxin Mao, Dawei Yin
TourRank: Utilizing Large Language Models for Documents Ranking with a Tournament-Inspired Strategy. CoRR (2024)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Yingwei Pan, Ting Yao, Jiaxin Mao, Shaoping Ma, Tao Mei
Prompt Refinement with Image Pivot for Text-to-Image Generation. ACL (1) (2024)
Yutao Zhu, Kun Zhou, Kelong Mao, Wentong Chen, Yiding Sun, Zhipeng Chen, Qian Cao, Yihan Wu, Yushuo Chen, Feng Wang, Lei Zhang, Junyi Li, Xiaolei Wang, Lei Wang, Beichen Zhang, Zican Dong, Xiaoxue Cheng, Yuhan Chen, Xinyu Tang, Yupeng Hou, Qiangqiang Ren, Xincheng Pang, Shufang Xie, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ze-Feng Gao, Yueguo Chen, Weizheng Lu, Ji-Rong Wen
YuLan: An Open-source Large Language Model. CoRR (2024)
Lang Mei, Jiaxin Mao, Ji-Rong Wen
Optimizing Probabilistic Box Embeddings with Distance Measures. ICDE (2024)
Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao
An Integrated Data Processing Framework for Pretraining Foundation Models. CoRR (2024)
Peiyuan Gong, Jiamian Li, Jiaxin Mao
CoSearchAgent: A Lightweight Collaborative Search Agent with Large Language Models. CoRR (2024)
Yan Fang, Jingtao Zhan, Qingyao Ai, Jiaxin Mao, Weihang Su, Jia Chen, Yiqun Liu
Scaling Laws For Dense Retrieval. SIGIR (2024)
Haonan Chen, Zhicheng Dou, Jiaxin Mao
Session-level Normalization and Click-through Data Enhancement for Session-based Evaluation. CoRR (2024)
Lang Mei, Jiaxin Mao, Juan Hu, Naiqiang Tan, Hua Chai, Ji-Rong Wen
Improving First-stage Retrieval of Point-of-interest Search by Pre-training Models. ACM Trans. Inf. Syst. 42 (3) (2024)
Yiding Sun, Feng Wang, Yutao Zhu, Wayne Xin Zhao, Jiaxin Mao
An Integrated Data Processing Framework for Pretraining Foundation Models. SIGIR (2024)
Erhan Zhang, Xingzhu Wang, Peiyuan Gong, Yankai Lin, Jiaxin Mao
USimAgent: Large Language Models for Simulating Search Users. SIGIR (2024)
Jie Chen, Zhipeng Chen, Jiapeng Wang, Kun Zhou, Yutao Zhu, Jinhao Jiang, Yingqian Min, Wayne Xin Zhao, Zhicheng Dou, Jiaxin Mao, Yankai Lin, Ruihua Song, Jun Xu, Xu Chen, Rui Yan, Zhewei Wei, Di Hu, Wenbing Huang, Ji-Rong Wen
Towards Effective and Efficient Continual Pre-training of Large Language Models. CoRR (2024)
Qi Liu, Gang Guo, Jiaxin Mao, Zhicheng Dou, Ji-Rong Wen, Hao Jiang, Xinyu Zhang, Zhao Cao
An Analysis on Matching Mechanisms and Token Pruning for Late-interaction Models. CoRR (2024)
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao
Constructing Tree-based Index for Efficient and Effective Dense Retrieval. CoRR (2023)
Shengjie Ma, Chong Chen, Jiaxin Mao, Qi Tian, Xuhui Jiang
Session Search with Pre-trained Graph Classification Model. SIGIR (2023)
Qi Liu, Jiaxin Mao
Understanding the Multi-vector Dense Retrieval Models. CIKM (2023)
Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, Shaoping Ma
Understanding Relevance Judgments in Legal Case Retrieval. ACM Trans. Inf. Syst. 41 (3) (2023)
Junqi Zhang, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Jiazheng Xu, Shaoping Ma, Qi Tian
User Behavior Simulation for Search Result Re-ranking. ACM Trans. Inf. Syst. 41 (1) (2023)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract). IJCAI (2023)
Yunqiu Shao, Haitao Li, Yueyue Wu, Yiqun Liu, Qingyao Ai, Jiaxin Mao, Yixiao Ma, Shaoping Ma
An Intent Taxonomy of Legal Case Retrieval. CoRR (2023)
Haitao Li, Qingyao Ai, Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Zheng Liu, Zhao Cao
Constructing Tree-based Index for Efficient and Effective Dense Retrieval. SIGIR (2023)
Zhijing Wu, Jiaxin Mao, Kedi Xu, Dandan Song, Heyan Huang
A Passage-Level Reading Behavior Model for Mobile Search. WWW (2023)
Peiyuan Gong, Jiaxin Mao
CoAScore: Chain-of-Aspects Prompting for NLG Evaluation. CoRR (2023)
Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Zhijing Wu, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
A Cooperative Neural Information Retrieval Pipeline with Knowledge Enhanced Automatic Query Reformulation. WSDM (2022)
Roberto Corizzo, Junfeng Ge, Colin Bellinger, Xiaoqiang Zhu, Paula Branco, Kuang-chih Lee, Nathalie Japkowicz, Ruiming Tang, Tao Zhuang, Han Zhu, Biye Jiang, Jiaxin Mao, Weinan Zhang
4th Workshop on Deep Learning Practice and Theory for High-Dimensional Sparse and Imbalanced Data with KDD 2022. KDD (2022)
Chongming Gao, Shijun Li, Wenqiang Lei, Jiawei Chen, Biao Li, Peng Jiang, Xiangnan He, Jiaxin Mao, Tat-Seng Chua
KuaiRec: A Fully-observed Dataset and Insights for Evaluating Recommender Systems. CIKM (2022)
Junqi Zhang, Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma, Qi Tian
Global or Local: Constructing Personalized Click Models for Web Search. WWW (2022)
Yu Guo, Zhengyi Ma, Jiaxin Mao, Hongjin Qian, Xinyu Zhang, Hao Jiang, Zhao Cao, Zhicheng Dou
Webformer: Pre-training with Web Pages for Information Retrieval. SIGIR (2022)
Xiangsheng Li, Yiqun Liu, Jiaxin Mao
Understanding the role of human-inspired heuristics for retrieval models. Frontiers Comput. Sci. 16 (1) (2022)
Yan Fang, Jingtao Zhan, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma
Joint Optimization of Multi-vector Representation with Product Quantization. NLPCC (1) (2022)
Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Evaluating Extrapolation Performance of Dense Retrieval. CoRR (2022)
Jia Chen, Yiqun Liu, Yan Fang, Jiaxin Mao, Hui Fang, Shenghao Yang, Xiaohui Xie, Min Zhang, Shaoping Ma
Axiomatically Regularized Pre-training for Ad hoc Search. SIGIR (2022)
Jingtao Zhan, Qingyao Ai, Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma
Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval. CoRR (2022)
Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models. CIKM (2022)
Chongming Gao, Shijun Li, Wenqiang Lei, Biao Li, Peng Jiang, Jiawei Chen, Xiangnan He, Jiaxin Mao, Tat-Seng Chua
KuaiRec: A Fully-observed Dataset for Recommender Systems. CoRR (2022)
Ziliang Zhao, Zhicheng Dou, Jiaxin Mao, Ji-Rong Wen
Generating Clarifying Questions with Web Search Results. SIGIR (2022)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval. WSDM (2022)
Xuesong Chen, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Investigating human reading behavior during sentiment judgment. Int. J. Mach. Learn. Cybern. 13 (8) (2022)
Lang Mei, Jiaxin Mao, Gang Guo, Ji-Rong Wen
Learning Probabilistic Box Embeddings for Effective and Efficient Ranking. WWW (2022)
Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. CoRR (2022)
Wenqiang Lei, Yao Zhang, Feifan Song, Hongru Liang, Jiaxin Mao, Jiancheng Lv, Zhenglu Yang, Tat-Seng Chua
Interacting with Non-Cooperative User: A New Paradigm for Proactive Dialogue Policy. SIGIR (2022)
Zhijing Wu, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma
Leveraging Document-Level and Query-Level Passage Cumulative Gain for Document Ranking. J. Comput. Sci. Technol. 37 (4) (2022)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval (Extended Abstract). IJCAI (2022)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Optimizing Dense Retrieval Model Training with Hard Negatives. SIGIR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Optimizing Dense Retrieval Model Training with Hard Negatives. CoRR (2021)
Jia Chen, Yiqun Liu, Jiaxin Mao, Fan Zhang, Tetsuya Sakai, Weizhi Ma, Min Zhang, Shaoping Ma
Incorporating Query Reformulating Behavior into Web Search Evaluation. CIKM (2021)
Xiangsheng Li, Jiaxin Mao, Weizhi Ma, Yiqun Liu, Min Zhang, Shaoping Ma, Zhaowei Wang, Xiuqiang He
Topic-enhanced knowledge-aware retrieval model for diverse relevance estimation. WWW (2021)
Jia Chen, Jiaxin Mao, Yiqun Liu, Fan Zhang, Min Zhang, Shaoping Ma
Towards a Better Understanding of Query Reformulation Behavior in Web Search. WWW (2021)
Yunqiu Shao, Yueyue Wu, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma
Investigating User Behavior in Legal Case Retrieval. SIGIR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance. CIKM (2021)
Zeyang Liu, Ke Zhou, Jiaxin Mao, Max L. Wilson
POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling. CoRR (2021)
Zhumin Chu, Jiaxin Mao, Fan Zhang, Yiqun Liu, Tetsuya Sakai, Min Zhang, Shaoping Ma
Evaluating Relevance Judgments with Pairwise Discriminative Power. CIKM (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Jointly Optimizing Query Encoder and Product Quantization to Improve Retrieval Performance. CoRR (2021)
Zeyang Liu, Ke Zhou, Jiaxin Mao, Max L. Wilson
POSSCORE: A Simple Yet Effective Evaluation of Conversational Search with Part of Speech Labelling. CIKM (2021)
Jia Chen, Jiaxin Mao, Yiqun Liu, Ziyi Ye, Weizhi Ma, Chao Wang, Min Zhang, Shaoping Ma
A Hybrid Framework for Session Context Modeling. ACM Trans. Inf. Syst. 39 (3) (2021)
Qingyao Ai, Tao Yang, Huazheng Wang, Jiaxin Mao
Unbiased Learning to Rank: Online or Offline? ACM Trans. Inf. Syst. 39 (2) (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Interpreting Dense Retrieval as Mixture of Topics. CoRR (2021)
Ruizhe Zhang, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Constructing a Comparison-based Click Model for Web Search. WWW (2021)
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
Investigating Session Search Behavior with Knowledge Graphs. SIGIR (2021)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma
Learning Discrete Representations via Constrained Clustering for Effective and Efficient Dense Retrieval. CoRR (2021)
Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma
Challenges in designing a brain-machine search interface. SIGIR Forum 54 (2) (2020)
Yukun Zheng, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Min Zhang, Shaoping Ma
Investigating Fine-Grained Usefulness Perception Process in Mobile Search. CCIR (2020)
Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma
Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics. SIGIR (2020)
Fan Zhang, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Min Zhang, Shaoping Ma
Cascade or Recency: Constructing Better Evaluation Metrics for Session Search. SIGIR (2020)
Yunqiu Shao, Jiaxin Mao, Yiqun Liu, Weizhi Ma, Ken Satoh, Min Zhang, Shaoping Ma
BERT-PLI: Modeling Paragraph-Level Interactions for Legal Case Retrieval. IJCAI (2020)
Qingyao Ai, Tao Yang, Huazheng Wang, Jiaxin Mao
Unbiased Learning to Rank: Online or Offline? CoRR (2020)
Zhijing Wu, Jiaxin Mao, Yiqun Liu, Jingtao Zhan, Yukun Zheng, Min Zhang, Shaoping Ma
Leveraging Passage-level Cumulative Gain for Document Ranking. WWW (2020)
Yunqiu Shao, Bulou Liu, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
THUIR@COLIEE-2020: Leveraging Semantic Understanding and Exact Matching for Legal Case Retrieval and Entailment. CoRR (2020)
Yukun Zheng, Jiaxin Mao, Yiqun Liu, Mark Sanderson, Min Zhang, Shaoping Ma
Investigating Examination Behavior in Mobile Search. WSDM (2020)
Zhijing Wu, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Investigating Reading Behavior in Fine-grained Relevance Judgment. SIGIR (2020)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Learning To Retrieve: How to Train a Dense Retrieval Model Effectively and Efficiently. CoRR (2020)
Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke
Modeling User Behavior for Vertical Search: Images, Apps and Products. SIGIR (2020)
Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Haitian Chen, Min Zhang, Shaoping Ma
Preference-based Evaluation Metrics for Web Image Search. SIGIR (2020)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
An Analysis of BERT in Document Ranking. SIGIR (2020)
Ziyi Ye, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Investigating COVID-19-Related query logs of Chinese search engine users. ASIST (2020)
Fan Zhang, Yiqun Liu, Jiaxin Mao, Min Zhang, Shaoping Ma
User behavior modeling for Web search evaluation. AI Open 1 (2020)
Jia Chen, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
A Context-Aware Click Model for Web Search. WSDM (2020)
Xiangsheng Li, Maarten de Rijke, Yiqun Liu, Jiaxin Mao, Weizhi Ma, Min Zhang, Shaoping Ma
Learning Better Representations for Neural Information Retrieval with Graph Information. CIKM (2020)
Jia Chen, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
Improving Search Snippets in Context-Aware Web Search Scenarios. CCIR (2020)
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang
Neural Logic Reasoning. CoRR (2020)
Jingtao Zhan, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
RepBERT: Contextualized Text Embeddings for First-Stage Retrieval. CoRR (2020)
Shaoyun Shi, Hanxiong Chen, Weizhi Ma, Jiaxin Mao, Min Zhang, Yongfeng Zhang
Neural Logic Reasoning. CIKM (2020)
Yukun Zheng, Jiaxin Mao, Yiqun Liu, Cheng Luo, Min Zhang, Shaoping Ma
Constructing Click Model for Mobile Search with Viewport Time. ACM Trans. Inf. Syst. 37 (4) (2019)
Jiaxin Mao, Zhumin Chu, Yiqun Liu, Min Zhang, Shaoping Ma
Investigating the Reliability of Click Models. ICTIR (2019)
Yukun Zheng, Zhumin Chu, Xiangsheng Li, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
THUIR at the NTCIR-14 WWW-2 Task. NTCIR (2019)
Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Yunqiu Shao, Zixin Ye, Min Zhang, Shaoping Ma
Grid-based Evaluation Metrics for Web Image Search. WWW (2019)
Yongfeng Zhang, Jiaxin Mao, Qingyao Ai
SIGIR 2019 Tutorial on Explainable Recommendation and Search. SIGIR (2019)
Jia Chen, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma
TianGong-ST: A New Dataset with Large-scale Refined Real-world Web Search Sessions. CIKM (2019)
Junqi Zhang, Jiaxin Mao, Yiqun Liu, Ruizhe Zhang, Min Zhang, Shaoping Ma, Jun Xu, Qi Tian
Context-Aware Ranking by Constructing a Virtual Environment for Reinforcement Learning. CIKM (2019)

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Publication Activity (10 Years)

Top Topics

Top Venues

Jiaxin Mao