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We are the Intelligent System (IntelliSys) Lab in the Computer Science Engineering Division of Louisiana State University (LSU). Our research bridges machine learning and distributed computing systems by applying innovative machine learning techniques to understand the dynamic performance of distributed computing systems and building new systems with intelligent scheduling algorithms.


News

05/16/2022 :speech_balloon: Dr. Wang will serve as a TPC member for ACM SoCC 2022.
04/22/2022 :speech_balloon: Dr. Wang is invited to serve as a TPC member for IEEE INFOCOM 2023 and will serve as a session chair in INFOCOM 2022.
04/02/2022 :speech_balloon: Dr. Wang is invited to serve as a TPC member on NeurIPS 2022 and ECML PKDD 2022.
03/28/2022 :mortar_board: Mr. Xagen Mclaughlin (6-th grade student at Kenilworth Science and Technology), advised by Dr. Wang, won the 3rd place in Louisiana State Science & Engineering Fair with his project on playing FlappyBird with AI.
02/18/2022 :trophy: Dr. Wang received the CRII Award from National Science Foundation. Kudos to NSF!

Selected Publications

  1. SoCC
    Dynamic and Decentralized Global Analytics via Machine Learning
    Hao Wang, Di Niu, and Baochun Li
    In Proceedings of the ACM Symposium on Cloud Computing 2018
  2. INFOCOM
    Optimizing Federated Learning on Non-IID Data with Reinforcement Learning
    Hao Wang, Zakhary Kaplan, Di Niu, and Baochun Li
    In IEEE International Conference on Computer Communications (INFOCOM) 2020
  3. WebConf
    Accelerating Serverless Computing by Harvesting Idle Resources
    In Proceedings of the ACM Web Conference (WebConf) 2022
  4. AAAI
    Seizing Critical Learning Periods in Federated Learning
    Gang Yan, Hao Wang, and Jian Li
    In Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI) 2022

Sponsors