运维大模型、异常检测、根因定位、AI for Networking

   

081201-计算机系统结构
081203-计算机应用技术

智能运维，机器学习，AI for Networking, 计算机网络

2012-09--2017-06   清华大学   博士
2008-09--2012-06   清华大学   学士

中科院人才计划入选者，承担中国科学院“十四五”科教基础设施建设专项智能运管项目，国家自然科学基金青年科学基金项目，国家重点研发计划青年科学家项目多模态网络与通信实验验证和平台建设项目。在国内外顶级会议及期刊发表论文20余篇，Google Scholar总引用（截止2024年03月01日），引用量2479，其中IEEE ISSRE(中国计算机学会B类国际会议)2023论文获得Best Paper Award, ACM RecSys 2019论文获得Best Paper Honorable Mention Award, IEEE INFOCOM 2017论文被MIT Technology Review 和Hacker News等科技媒体报道。更及时论文发表信息请查看个人主页：https://hf4academic.github.io/

   

（1） 优秀博士后, 研究所（学校）, 2022

（ 1 ） 数据包捕获、处理和发送方法及系统, 发明专利, 2014, 第 2 作者, 专利号: CN103581181A

（1） CMDiagnostor: An Ambiguity-Aware Root Cause Localization Approach Based on Call Metric Data, The World Wide Web Conference, 2023, 通讯作者
（2） Efficient Long Sequential User Data Modeling for Click-Through Rate Prediction, DLP-KDD, 2022, 第 3 作者
（3） Deconfounding Duration Bias in Watch-time Prediction for Video Recommendation, SIGKDD, 2022, 第 2 作者
（4） Towards Long-term Fairness in Recommendation, Proceedings of the 14th ACM International Conference on Web Search and Data Mining (WSDM 2021), 2021, 第 7 作者
（5） Privileged Features Distillation at Taobao Recommendations, Proceedings of the 26th ACM SIGKDD International Conference on Knowledge Discovery & Data Mining (KDD 2020), 2020, 第 6 作者
（6） Understanding Echo Chambers in E-commerce Recommender Systems, Proceedings of the 43rd international ACM SIGIR conference on research and development in information retrieval. (SIGIR 2020), 2020, 第 4 作者
（7） Value-aware Recommendation based on Reinforcement Profit Maximization, WEB CONFERENCE 2019: PROCEEDINGS OF THE WORLD WIDE WEB CONFERENCE (WWW 2019), 2019, 第 1 作者
（8） A Pareto-Efficient Algorithm for Multiple Objective Optimization in E-Commerce Recommendation, RECSYS 2019: 13TH ACM CONFERENCE ON RECOMMENDER SYSTEMS, 2019, 第 3 作者
（9） Personalized Re-ranking for Recommendation, RECSYS 2019: 13TH ACM CONFERENCE ON RECOMMENDER SYSTEMS, 2019, 第 1 作者
（10） BERT4Rec: Sequential Recommendation with Bidirectional Encoder Representations from Transformer, PROCEEDINGS OF THE 28TH ACM INTERNATIONAL CONFERENCE ON INFORMATION & KNOWLEDGE MANAGEMENT (CIKM '19), 2019, 第 4 作者
（11） Multi-Source Pointer Network for Product Title Summarization, CIKM'18: PROCEEDINGS OF THE 27TH ACM INTERNATIONAL CONFERENCE ON INFORMATION AND KNOWLEDGE MANAGEMENT, 2018, 第 4 作者
（12） Why It Takes So Long to Connect to a WiFi Access Point, IEEE INFOCOM 2017 - IEEE CONFERENCE ON COMPUTER COMMUNICATIONS, 2017, 第 1 作者
（13） Latency-Based WiFi Congestion Control in the Air for Dense WiFi Networks, 2017 IEEE/ACM 25TH INTERNATIONAL SYMPOSIUM ON QUALITY OF SERVICE (IWQOS), 2017, 第 1 作者
（14） Intelligent operation and maintenance based on machine learning, 中国计算机学会通讯, 2017, 第 2 作者
（15） WiFi Can Be the Weakest Link of Round Trip Network Latency in the Wild, IEEE INFOCOM 2016 - THE 35TH ANNUAL IEEE INTERNATIONAL CONFERENCE ON COMPUTER COMMUNICATIONS, 2016, 第 1 作者

SIGKDD 2023,2024 Reviewer

WWW 2023,2024 Reviewer

SDM 2024 Reviewer