Jingyu Xiao
Jingyu Xiao (肖劲宇)

Student at Tsinghua University

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About Me

I'm a master student at the Shenzhen International Graduate School of Tsinghua University (SIGS, THU) in Shenzhen, supervised by Professor Yong Jiang. Before that, I received my Bachelor's degree (2017-2021) from Wuhan University. My research interests mainly include (1) Programmable Data Plane and Its Application: such as network failure localization, network function virtualization (NFV) based on programmable data plane, etc. (2) Applicable Graph Mining: explore applications of graph machine learning in recommender systems, social networks, computer networks, game match and so on. (3) Applications of Large Language Models (code generation, etc.)

News

  • [2024.5.17] 🎉🎉One first-authored paper got accepted by SIGKDD 2024, see you in Barcelona, Spain!.
  • [2024.5.9] Very honored to receive the first prize of the 9th SIGS Professional Practice.
  • [2023.11] One first-authored paper got accepted by IEEE/ACM Transactions on Networking.
  • [2023.7.20] Exhibited a poster at the 2023 Tencent Rhino Bird Elite Research Camp.
  • [2023.7.8] One first-authored paper got accepted by IMWUT/UbiComp 2023, see you in Cancun, Mexico!
  • [2023.4] I was selected for the "2023 Tencent Rhino-Bird Elite Talent Program" (腾讯犀牛鸟精英人才计划).
  • [2023.3] I was awarded AAMAS student scholarship.
  • [2023.1.17] One co-authored paper got accepted by IMWUT/UbiComp 2023.
  • [2023.1.4] One first-authored paper got accepted by AAMAS 2023.
  • [2022.12] One co-authored paper got accepted by SIGMOD 2023.
  • [2022.9] One co-authored paper got accepted by CoNEXT 2022.
  • [2021.8] One co-authored paper got accepted by IPCCC 2021.
  • [2021.6] One co-authored paper got accepted by NSDI 2022.

Education

Experiences

  • Tsinghua University SIG Group 2020.7 – 2021.8
    Research Intern, Direction: Network Failure Localization Based on Programmable Data Plane

  • Tencent TEG Network Platform Department 2020.11 – 2021.4
    Research Intern Mentored by Congcong Miao, Direction: Data-driven Intelligent Open Optical Network Research

  • Department of Mathematical Theory, Pengcheng Laboratory 2021.10 – present
    Research Intern, Direction: Application of Graph Neural Networks in Intelligent Network Systems and Smart Homes

  • Tencent IEG Public Data Platform Department 2023.3 – 2024.3
    Research Intern, Direction: Game Match, Game Large Language Model

Publications

2024

  • Make Your Home Safe: Time-aware Unsupervised User Behavior Anomaly Detection in Smart Homes via Loss-guided Mask.
    Jingyu Xiao, Zhiyao Xu, Qingsong Zou, Qing Li, Dan Zhao, Dong Fang, Ruoyu Li, Wenxin Tang, Kang Li, Xudong Zuo, Penghui Hu, Zixuan Weng, Yong Jiang.
    ACM International Conference on Knowledge Discovery and Data Mining (SIGKDD 2024), Barcelona, Spain, August 25-29, 2024. [TH-CPL-A/CCF-A]
    [To appear]

2023

  • FlexNF: Flexible Network Function Orchestration for Scalable On-Path Traffic Serving.
    Jingyu Xiao, Xudong Zuo, Qing Li, Dan Zhao, Hanyu Zhao, Yong Jiang, Jiyong Sun, Bin Chen, Yong Liang, Jie Li.
    IEEE/ACM Transactions on Networking (ToN 2023). [TH-CPL-A/CCF-A]
    [paper]

  • I Know Your Intent: Graph-enhanced Intent-aware User Device Interaction Prediction via Contrastive Learning.
    Jingyu Xiao, Qingsong Zou, Qing Li, Dan Zhao, Kang Li, Zixuan Weng, Ruoyu Li, Yong Jiang.
    In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp 2023) Cancún, Mexico, 8-12 October 2023. [TH-CPL-A/CCF-A]
    [paper][slides][video][blog]

  • User Device Interaction Prediction via Relational Gated Graph Attention Network and Intent-aware Encoder.
    Jingyu Xiao, Qingsong Zou, Qing Li, Dan Zhao, Kang Li, Wenxin Tang, Runjie Zhou, Yong Jiang.
    In Proceedings of the 22nd International Conference on Autonomous Agents and Multiagent System (AAMAS 2023(Oral)),London, 29 May-2 June 2023. [TH-CPL-B/CCF-B]
    [paper][slides][video]

  • Pontus: Finding Waves in Data Streams.
    Zhengxin Zhang, Qing Li, Guanglin Duan, Dan Zhao, Jingyu Xiao, Guorui Xie, Yong Jiang.
    In Proceedings of the 2023 International Conference on Management of Data (SIGMOD 2023), Seattle metropolitan area, Washington, USA, June 18-23, 2023. [TH-CPL-A/CCF-A]
    [paper]

  • IoTBeholder: A Privacy Snooping Attack on User Habitual Behaviors from Smart Home Wi-Fi Traffic.
    Qingsong Zou, Qing Li, Ruoyu Li, Yucheng Huang, Gareth Tyson, Jingyu Xiao, Yong Jiang.
    In Proceedings of the ACM on Interactive, Mobile, Wearable and Ubiquitous Technologies (IMWUT/UbiComp 2023), Cancún, Mexico, 8-12 October 2023. [TH-CPL-A/CCF-A]
    [paper]

2022

  • Detecting Ephemeral Optical Events with OpTel.
    Congcong Miao, Minggang Chen, Arpit Gupta, Zili Meng, Lianjin Ye, Jingyu Xiao, Jie Chen, Zekun He, Xulong Luo, Jilong Wang, Heng Yu.
    In USENIX Symposium on Networked Systems Design and Implementation (NSDI 2022), Renton, WA, USA, April 4-6, 2022. [TH-CPL-A/CCF-A]
    [paper][slides][video]

  • Drift-Bottle: A Lightweight and Distributed Approach to Failure Localization in General Networks.
    Xudong Zuo, Qing Li, Jingyu Xiao, Dan Zhao, Yong Jiang.
    In 18th International Conference on emerging Networking EXperiments and Technologies (CoNEXT 2022), Rome, Italy, December 6-9, 2022. [TH-CPL-A/CCF-B]
    [paper][slides]

2021

  • PUFF: A Passive and Universal Learning-based Framework for Intra-domain Failure Detection.
    Lianjin Ye, Qing Li, Xudong Zuo, Jingyu Xiao, Yong Jiang , Zhuyun Qi , Chunsheng Zhu.
    In International Performance Computing and Communications Conference (IPCCC 2021), Austin, Texas, USA, October 10-29, 2021. [CCF-C]
    [paper][slides]

Selected Awards and Honors

  • Excellent Graduate, Tsinghua University (Top 1%) [2024]

  • First Prize in Internship Award, Tsinghua University (Top 1%), [link] [2024]

  • National Scholarship, Ministry of Education of China (Top 0.2%)[2018;2020]

  • Ruan LiPing Scholarship, Wuhan University(Top 0.1%)[2019]

  • Pacemaker to Merit Student, Wuhan University (Top 0.2%)[2020]

  • Candidates for Top Ten Luojia Students of Wuhan University, Wuhan University(Top 0.5%)[2021]

  • Excellent Bachelor Thesis, Wuhan University (Top 5%) [2021]

  • Outstanding Graduate, Wuhan University (Top 10%) [2021]

  • Tsinghua University Bozhilin-Huiyan Scholarship, Tsinghua University (Top 10%) [2022]

  • Tencent Rhino-Bird Elite Talent, Tencent (Top 50+ in China) [2023]

  • AAMAS Student Scholarship [2023]

  • First Prize Scholarship, Tsinghua University (Top 10%) [2023]

  • Hubei Provincial Translation Contest Excellence Award [2019]

  • First Prize in Hubei Province, National Undergraduate Mathematical Contest in Modeling [2019]

  • Honorable Mentions, Mathematical Contest In Modeling/Interdisciplinary Contest In Modeling (MCM/ICM) [2020]

Mentorship

I am very lucky to mentor the following talented students:

  • Kang Li (B.S.in Jilin University) → Master Student @Tsinghua University (coauthor of AAMAS2023, UbiComp2023, SIGKDD2024)

  • Wenxin Tang (B.S.in Jilin University) → Master Student @Tsinghua University (coauthor of AAMAS2023, SIGKDD2024)

  • Runjie Zhou (B.S.in Shandong University) → Master Student @Peking University (coauthor of AAMAS2023)

  • Zixuan Weng (B.S.in Beijing Jiao Tong University) → PhD Student @University of Notre Dame (coauthor of UbiComp2023, SIGKDD2024)

  • Zhiyao Xu (Undergraduate in Xidian University) (coauthor of SIGKDD2024)

I am always looking for related collaborations. Feel free to drop me an email if you are interested!