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We are the Intelligent System (IntelliSys) Lab at the ECE Department of Stevens Institute of Technology. Our research bridges artificial intelligence (AI) and novel system architectures by designing efficient and robust AI algorithms and developing intelligent and high-performance computing systems. Check our roadmap.


News

05/14/2025 :calendar: We will host DuckAI 2025: The 1st iCNS/ECE Symposium on AI Research and Innovations on May 15th. Join us and check the cool projects by our students from AAI 595.
05/09/2025 :bookmark: Our undergraduate RA Alejandra presents her self-charging smart car at 2025 Stevens Innovation Expo. Check her cool project here!
04/15/2025 :bookmark: Our project ``Accelerating RLHF-based LLM Alignment with Serverless Computing’’ has been selected by Stevens Institute for Artificial Intelligence (SIAI) for its fourth AI Research in Summer (AIRS) Fellowship Program. Kudos to SIAI!
03/30/2025 :inbox_tray: Qingyang is invited to attend Nokia Bell Labs centennial celebration event; Hanfei is invited to give a talk at the University of Pennsylvania DSL Seminar.
03/18/2025 :trophy: Dr. Wang received the Distinguished Member of IEEE INFOCOM 2025 TPC recognition.
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Selected Publications

  1. KDD
    CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning
    In Proceedings of the ACM Special Interest Group on Knowledge Discovery and Data Mining (KDD) 2023
  2. ASPLOS
    RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing
    In Proceedings of the ACM Conference on Architectural Support for Programming Languages and Operating Systems (ASPLOS) 2024
  3. ICLR
    Backdoor Federated Learning by Poisoning Backdoor-Critical Layers
    In 2024
  4. SC
    Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing (Best Student Paper Finalist)
    In Proceedings of the International Conference for High Performance Computing, Networking, Storage, and Analysis (SC) 2024

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