谢晓晖｜清华大学｜学者主页

2026

PEMI: Transparent Performance Enhancements for QUIC

Jie Zhang, Lei Zhang, Z G Wang, Chenxiang Sun, Yuming Hu, Xiaohui Xie, Zeqi Lai, Yong Cui

DOI

2026

PaT: An enhanced pretrained framework via Mamba-2 for network traffic analysis

Zijia Song, Zhengyi Ma, Qiming Yu, Xiaohui Xie, Yelin Wang, Guozheng Yang

Computer Networks

DOI

2026

Bias in the Shadows: Explore Shortcuts in Encrypted Network Traffic Classification

Chuyi Wang, Xiaohui Xie, Tongze Wang, Yong Cui

IEEE/ACM International Symposium on Quality of Service (IWQoS)

DOI

2026

NetMamba+: A Framework of Pre-Trained Models for Efficient and Accurate Network Traffic Classification

Tongze Wang, Xiaohui Xie, Wenduo Wang, Chuyi Wang, JinZhou Liu, Boyan Huang, Yannan Hu, Xiaolong Chen, Yuming Xie, Baoze Han, Hu Xie, Youjian Zhao, Yong Cui

IEEE Transactions on Networking

DOI

2025

FlowSentry: Accelerating NetFlow-based DDoS Detection

Xiaoyu He, Xiaohui Xie, Xin Wang, Lei Zhang, Kun Xie, Lin Chen, Yong Cui

ACM SIGSAC Conference on Computer and Communications Security (CCS)

DOI

2025

Modeling Flow-level Traffic Demand for Network Performance Evaluation and Optimization

Sijiang Huang, Xiaohui Xie, Mowei Wang, Lingfeng Peng, Cong Li, Yong Zhang, Yingjie Qin, Liang Zhang, Yong Cui

Proceedings/Proceedings - International Conference on Network Protocols

DOI

2025

6GQoS: A Flow-Level QoS Assurance Framework for Next-Generation 6G Networks

Gang Yi, Tongze Wang, Liang Du, Xiaohui Xie, Ling Deng, Shi-Xian Deng, Yong Cui

Proceedings/Proceedings - International Conference on Network Protocols

DOI

2025

Traffic Analysis and Recognition in Data Insufficient Scenarios

Sijiang Huang, Xiaohui Xie, Rui Xu, Cong Li, Yong Zhang, Mowei Wang, Liang Zhang, Yong Cui

DOI

2025

Large Language Model Driven Automated Network Protocol Testing

Yunze Wei, Kaiwen Chi, Shibo Du, Xiaohui Xie, Ziyu Geng, Yuwei Han, Zhen Li, Zhanyou Li, Yong Cui

DOI

2024

Comparing point-wise and pair-wise relevance judgment with brain signals

Shuqi Zhu, Xiaohui Xie, Ziyi Ye, Qingyao Ai, Yiqun Liu

Journal Of The Association For Information Science And Technology，Vol. 750, No. 9

DOI

2024

Netmamba: Efficient Network Traffic Classification Via Pre-Training Unidirectional Mamba

Tongze Wang, Xiaohui Xie, Wenduo Wang, Chuyi Wang, Youjian Zhao, Yong Cui

Proceedings/Proceedings - International Conference on Network Protocols

DOI

2024

Ptu: Pre-Trained Model for Network Traffic Understanding

Lingfeng Peng, Xiaohui Xie, Sijiang Huang, Ziyi Wang, Yong Cui

Proceedings/Proceedings - International Conference on Network Protocols

DOI

2024

E-DDoS: An Evaluation System for DDoS Attack Detection

Kaiwen Chi, Xiaohui Xie, Yannan Hu, Dongyang Zhao, Yuming Xie, Liang Zhang, Yong Cui

Proceedings/Proceedings - International Conference on Network Protocols

DOI

2024

ShieldGPT: An LLM-based Framework for DDoS Mitigation

Tongze Wang, Xiaohui Xie, Lei Zhang, Chuyi Wang, Liang Zhang, Yong Cui

Asia-Pacific Workshop on Networking (APNet)

DOI

2023

T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking

Xiaohui Xie, Qian Dong, Bingning Wang, Feiyang Lv, Ting Yao, Weinan Gan, Zhijing Wu, X. Li, Haitao Li, Yiqun Liu, Jin Ma

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2023

Understanding User Immersion in Online Short Video Interaction

Zhiyu He, Shaorun Zhang, Peijie Sun, Jiayu Li, Xiaohui Xie, Min Zhang, Yiqun Liu

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2023

Enhance Performance of Ad-hoc Search via Prompt Learning

Shenghao Yang, Yiqun Liu, Xiaohui Xie, Min Zhang, Shaoping Ma

Lecture notes in computer science

DOI

2023

Relevance Feedback with Brain Signals

Zi-Yi Ye, Xiaohui Xie, Qing-Yao Ai, Yi-Qun Liu, Zhihong Wang, Wei-Hang Su, Min Zhang

ACM Trans. Inf. Syst.

DOI

2022

Axiomatically Regularized Pre-training for Ad hoc Search

Jia Chen, Yiqun Liu, Yan Fang, Jiaxin Mao, Hui Fang, Shenghao Yang, Xiaohui Xie, Min Zhang, Shaoping Ma

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2022

Why Don't You Click

Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuancheng Li, Jiaji Li, Xuesong Chen, Min Zhang, Shaoping Ma

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2022

Towards a Better Understanding of Human Reading Comprehension with Brain Signals

Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma

ACM Web Conference (WWW)

DOI

2022

Global or Local: Constructing Personalized Click Models for Web Search

Junqi Zhang, Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma, Qi Tian

ACM Web Conference (WWW)

DOI

2022

Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models

Jingtao Zhan, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Jiafeng Guo, Min Zhang, Shaoping Ma

Proceedings of the ... ACM International Conference on Information & Knowledge Management

DOI

2022

Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System

Ziyi Ye, Xiaohui Xie, Yiqun Liu, Zhihong Wang, Xuesong Chen, Min Zhang, Shaoping Ma

ACM International Conference on Multimedia (ACM MM)

DOI

2022

Pre-training Methods in Information Retrieval

Yixing Fan, Xiaohui Xie, Yinqiong Cai, Jia Chen, Xinyu Ma, Xiangsheng Li, Ruqing Zhang, Jiafeng Guo

Foundations and Trends® in Information Retrieval

DOI

2022

Web Search via an Efficient and Effective Brain-Machine Interface

Xuesong Chen, Ziyi Ye, Xiaohui Xie, Yiqun Liu, Xiaorong Gao, Weihang Su, Shuqi Zhu, Yike Sun, Min Zhang, Shaoping Ma

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2021

Constructing a Comparison-based Click Model for Web Search

Ruizhe Zhang, Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Min Zhang, Shaoping Ma

DOI

2020

Challenges in designing a brain-machine search interface

Yiqun Liu, Jiaxin Mao, Xiaohui Xie, Min Zhang, Shaoping Ma

ACM SIGIR Forum

DOI

2020

Models Versus Satisfaction

Fan Zhang, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Weizhi Ma, Min Zhang, Shaoping Ma

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2020

Preference-based Evaluation Metrics for Web Image Search

Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Haitian Chen, Min Zhang, Shaoping Ma

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2020

Modeling User Behavior for Vertical Search: Images, Apps and Products

Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2020

Investigating Fine-Grained Usefulness Perception Process in Mobile Search

Yukun Zheng, Jiaxin Mao, Yiqun Liu, Xiaohui Xie, Min Zhang, Shaoping Ma

Lecture notes in computer science

DOI

2019

Improving Web Image Search with Contextual Information

Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Qingyao Ai, Yufei Huang, Min Zhang, Shaoping Ma

ACM International Conference on Information and Knowledge Management (CIKM)

DOI

2019

Grid-based Evaluation Metrics for Web Image Search

Xiaohui Xie, Jiaxin Mao, Yiqun Liu, Maarten de Rijke, Yunqiu Shao, Zixin Ye, Min Zhang, Shaoping Ma

DOI

2019

User Behavior Modeling for Web Image Search

Xiaohui Xie

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2018

Constructing an Interaction Behavior Model for Web Image Search

Xiaohui Xie, Jiaxin Mao, Maarten de Rijke, Ruizhe Zhang, Min Zhang, Shaoping Ma

DOI

2018

Why People Search for Images using Web Search Engines

Xiaohui Xie, Yiqun Liu, Maarten de Rijke, Jiyin He, Min Zhang, Shaoping Ma

ACM International Conference on Web Search and Data Mining (WSDM)

DOI

2017

基于深度神经网络的搜索引擎点击模型构建

谢晓晖，王超，刘奕群，张敏，马少平

《中文信息学报》

2017

Investigating Examination Behavior of Image Search Users

Xiaohui Xie, Yiqun Liu, Xiaochuan Wang, Meng Wang, Zhijing Wu, Yingying Wu, Min Zhang, Shaoping Ma

International ACM SIGIR Conference on Research and Development in Information Retrieval (SIGIR)

DOI

2017

A Study of User Image Search Behavior Based on Log Analysis

Zhijing Wu, Xiaohui Xie, Yiqun Liu, Min Zhang, Shaoping Ma

Lecture notes in computer science

DOI

2016

Time-Aware Click Model

Yiqun Liu, Xiaohui Xie, Chao Wang, Jian‐Yun Nie, Min Zhang, Shaoping Ma

ACM Transactions on Information Systems

DOI

精选作品

期刊论文

PEMI: Transparent Performance Enhancements for QUIC

PaT: An enhanced pretrained framework via Mamba-2 for network traffic analysis

Bias in the Shadows: Explore Shortcuts in Encrypted Network Traffic Classification

NetMamba+: A Framework of Pre-Trained Models for Efficient and Accurate Network Traffic Classification

FlowSentry: Accelerating NetFlow-based DDoS Detection

Modeling Flow-level Traffic Demand for Network Performance Evaluation and Optimization

6GQoS: A Flow-Level QoS Assurance Framework for Next-Generation 6G Networks

Traffic Analysis and Recognition in Data Insufficient Scenarios

Large Language Model Driven Automated Network Protocol Testing

Comparing point-wise and pair-wise relevance judgment with brain signals

Netmamba: Efficient Network Traffic Classification Via Pre-Training Unidirectional Mamba

Ptu: Pre-Trained Model for Network Traffic Understanding

E-DDoS: An Evaluation System for DDoS Attack Detection

ShieldGPT: An LLM-based Framework for DDoS Mitigation

T2Ranking: A Large-scale Chinese Benchmark for Passage Ranking

Understanding User Immersion in Online Short Video Interaction

Enhance Performance of Ad-hoc Search via Prompt Learning

Relevance Feedback with Brain Signals

Axiomatically Regularized Pre-training for Ad hoc Search

Why Don't You Click

Towards a Better Understanding of Human Reading Comprehension with Brain Signals

Global or Local: Constructing Personalized Click Models for Web Search

Evaluating Interpolation and Extrapolation Performance of Neural Retrieval Models

Brain Topography Adaptive Network for Satisfaction Modeling in Interactive Information Access System

Pre-training Methods in Information Retrieval

Web Search via an Efficient and Effective Brain-Machine Interface

Constructing a Comparison-based Click Model for Web Search

Challenges in designing a brain-machine search interface

Models Versus Satisfaction

Preference-based Evaluation Metrics for Web Image Search

Modeling User Behavior for Vertical Search: Images, Apps and Products

Investigating Fine-Grained Usefulness Perception Process in Mobile Search

Improving Web Image Search with Contextual Information

Grid-based Evaluation Metrics for Web Image Search

User Behavior Modeling for Web Image Search

Constructing an Interaction Behavior Model for Web Image Search

Why People Search for Images using Web Search Engines

基于深度神经网络的搜索引擎点击模型构建

Investigating Examination Behavior of Image Search Users

A Study of User Image Search Behavior Based on Log Analysis

Time-Aware Click Model

预印本

UniAlign: A Model-Agnostic Framework for Robust Network Traffic Classification under Distribution Shifts

TraceCodec: A Compiler-Backed Neural Codec for Network Traffic Traces

Who Is Behind the Harness? Fingerprinting LLMs through Agentic Behavior

NetConfArena: An Executable Benchmark for LLM Agents in Closed-Loop Network Configuration

NetRL: Powering Network Decisions via NetGRPO-Driven Reinforcement Learning

Automated Network Protocol Testing with LLM Agents

AI Agent Communication from Internet Architecture Perspective: Challenges and Opportunities

INTA: Intent-Based Translation for Network Configuration with LLM Agents

Improving Legal Case Retrieval with Brain Signals

Large Language Models for Networking: Workflow, Advances and Challenges

Disentangled Modeling of Domain and Relevance for Adaptable Dense Retrieval

研究方向