谢晓晖

谢晓晖

Assistant Professor at Tsinghua University

About Me: Xiaohui Xie (谢晓晖)

I am now an assistant professor in the Institute of Computer Networks, Department of Computer Science and Technology in Tsinghua University, Beijing, China. My research interests are Network Anomaly Detection, Multimedia, Information Retrieval, Artificial Intelligence and etc.

I am embarking on a journey into the networking field, with a keen interest in exploring AI for network security, network configuration, etc.

Recent Professional Activities

  • I joined the Institute of Computer Networks, DCST, Tsinghua University in August 2023.
  • My dissertation “User Behavior Modeling for Web Image Search” won CAAI Excellent Doctoral Dissertation Award 2021.
  • Our paper “Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics” won the Best Paper Honorable Mention at SIGIR 2020.
  • I serve as reviewer of IPM, TOIS, CIKM and theWebConf.

Publications

  • Tongze Wang, Xiaohui Xie, Wenduo Wang, Chuyi Wang, Youjian Zhao, Yong Cui. NetMamba: Efficient Network Traffic Classification via Pre-training Unidirectional Mamba. (ICNP 2024)
  • Lingfeng Peng, Xiaohui Xie, Sijiang Huang, Ziyi Wang, Yong Cui. PTU: Pre-trained Model for Network Traffic Understanding. (ICNP 2024)
  • Yishuo Zhang, Lanshan Zhang, Zhizhen Zhang, Ziyi Wang, Wendong Wang, Xiaohui Xie. Resolving Spurious Temporal Location Dependency for Video Corpus Moment Retrieval. (SMC 2024)
  • Tongze Wang, Xiaohui Xie, Lei Zhang, Chuyi Wang, Liang Zhang, Yong Cui. ShieldGPT: An LLM-based Framework for DDoS Mitigation. The 8th Asia Pacific Workshop on Networking (APNET 2024)
  • Jie Zhang, Xt Zuo, Xiaohui Xie, Wei Wang, Yong Cui. TransPortal: Keeping Applications Enjoying Tailored Transport Effortlessly. (IWQoS 2024)
  • Shuqi Zhu, Xiaohui Xie, Ziyi Ye, Qingyao Ai, Yiqun Liu. Comparing Point-wise and Pair-wise Relevance Judgment with Brain Signals. Journal of the Association for Information Science and Technology (JASIST 2024)
  • Zhizhen Zhang, Xiaohui Xie, Yishuo Zhang, Lanshan Zhang, Yong Jiang. HierCas: Hierarchical Temporal Graph Attention Networks for Popularity Prediction in Information Cascades. (IJCNN 2024)
  • Ziyi Ye, Xiaohui Xie, Qingyao Ai, Yiqun Liu, Zhihong Wang, Weihang Su, Min Zhang. Relevance Feedback with Brain Signals. ACM Transactions on Information Systems (TOIS 2024)
  • Ye Tian, Mengyu Yang, Lanshan Zhang, Zhizhen Zhang, Yang Liu, Xiaohui Xie, Xirong Que, Wendong Wang. View while Moving: Efficient Video Recognition in Long-untrimmed Videos. Proceedings of the 31st ACM International Conference on Multimedia. (MM 2023)
  • Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, Xiangsheng Li, Haitao Li, Yiqun Liu, Jin Ma. T2ranking: A large-scale chinese benchmark for passage ranking. Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2023)
  • Zhiyu He, Shaorun Zhang, Peijie Sun, Jiayu Li, Xiaohui Xie, Min Zhang, Yiqun Liu. Understanding User Immersion in Online Short Video Interaction. Proceedings of the 32nd ACM International Conference on Information and Knowledge Management. (CIKM 2023)
  • Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma. Evaluating interpolation and extrapolation performance of neural retrieval models. Proceedings of the 31st ACM International Conference on Information & Knowledge Management. (CIKM 2023)
  • Yixing Fan, Xiaohui Xie, Yinqiong Cai, Jia Chen, Xinyu Ma, Xiangsheng Li, Ruqing Zhang, Jiafeng Guo. Pre-training methods in information retrieval. Foundations and Trends® in Information Retrieval. (FnTIR 2022)
  • Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma. Brain topography adaptive network for satisfaction modeling in interactive information access system. Proceedings of the 30th ACM International Conference on Multimedia. (MM 2022)
  • Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuancheng Li, Jiaji Li, Xuesong Chen, Min Zhang, Shaoping Ma. Why Don’t You Click: Understanding Non-Click Results in Web Search with Brain Signals. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 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. Proceedings of the 45th International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2022)
  • Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma. Towards a better understanding of human reading comprehension with brain signals. Proceedings of the ACM Web Conference 2022. (theWebConf 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. Proceedings of the ACM Web Conference 2022. (theWebConf 2022)
  • Xuesong Chen, Ziyi Ye, Xiaohui Xie, Yiqun Liu, Xiaorong Gao, Weihang Su, Shuqi Zhu, Yike Sun, Min Zhang, Shaoping Ma. Web search via an efficient and effective brain-machine interface. Proceedings of the Fifteenth ACM International Conference on Web Search and Data Mining. (WSDM 2022)
  • Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma. Challenges in designing a brain-machine search interface. ACM SIGIR Forum 2021
  • Ruizhe Zhang, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma. Constructing a comparison-based click model for web search. Proceedings of the Web Conference 2021. (theWebConf 2021)
  • Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma. Models Versus Satisfaction: Towards a Better Understanding of Evaluation Metrics. The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2020).
  • Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke. Modeling user behavior for vertical search: Images, Apps and Products. The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2020).
  • Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Haitian Chen, Min Zhang and Shaoping Ma. Preference-based Evaluation Metrics for Web Image Search. The 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval. (SIGIR 2020).
  • Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Qingyao Ai, Yufei Huang, Min Zhang and Shaoping Ma. Improving Web Image Search with Contextual Information. The 28th ACM International Conference on Information and Knowledge Management. (CIKM 2019).
  • Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Yunqiu Shao, Zixin Ye, Min Zhang and Shaoping Ma. Grid-based Evaluation Metrics for Web Image Search. The Web Conference 2019 (theWebConf 2019).
  • Xiaohui Xie. User Behavior Modeling for Web Image Search. The Twelfth ACM International Conference on Web Search and Data Mining (WSDM 2019).
  • Zhijing Wu, Xiaohui Xie, Yiqun Liu, Min Zhang and Shaoping Ma. A Study of User Image Search Behavior Based on Log Analysis. The 23rd China Conference on Information Retrieval (CCIR 2017).
  • Xiaohui Xie, Jiaxin Mao, Maarten de Rijke, Ruizhe Zhang, Min Zhang and Shaoping Ma. Constructing an interaction behavior model for web image search. The 41st International ACM SIGIR Conference on Research & Development in Information Retrieval (SIGIR 2018).
  • Xiaohui Xie, Yiqun Liu, Maarten De Rijke, Jiyin He, Min Zhang and Shaoping Ma. Why people search for images using web search engines? The Eleventh ACM International Conference on Web Search and Data Mining (WSDM 2018).
  • Xiaohui Xie, Yiqun Liu, Xiaochuan Wang, Meng Wang, Zhijing Wu, Yingying Wu, Min Zhang and Shaoping Ma. Investigating Examination Behavior of Image Search Users. The 40th ACM SIGIR International Conference on Research and Development in Information Retrieval (SIGIR 2017).
  • Yiqun Liu, Xiaohui Xie, Chao Wang, Jian-Yun Nie, Min Zhang and Shaoping Ma. Time-aware click model. ACM Transactions on Information Systems (TOIS)
  • Xiaohui Xie, Chao Wang, Yiqun Liu, Min Zhang and Shaoping Ma. A search engine click model based on deep neural network. The 22rd China Conference on Information Retrieval (CCIR 2016).

Experiences

  • Aug. 2021 - Jul. 2023. Postdoctoral researcher, THUIR, Beijing, China.
  • Aug. 2016 - Jul. 2021. PhD student, Information Retrieval Lab at Tsinghua University (THUIR), Beijing, China.
  • Oct. 2018 - Apr. 2019. Visiting PhD student, Information and Language Processing Systems group, University of Amsterdam, Netherlands.
  • Sep. 2017 - Sep. 2018. Intern, Search Department, Sogou Incorporation, Beijing, China.