All Stories

  1. Understanding the Impact of Data Noise in Federated Learning: [Experiments & Analysis]

    Article • Proceedings of the ACM on Management of Data, May 2026, ACM (Association for Computing Machinery)

    Hao Wang, Jingxian Wang, Qizhen Zhang

  2. PARD: Enhancing Goodput for Inference Pipeline via Proactive Request Dropping

    Article • April 2026, ACM (Association for Computing Machinery)

    Hao Wang, simin chen

  3. Taming Latency-Memory Trade-Off in MoE-Based LLM Serving via Fine-Grained Expert Offloading

    Article • April 2026, ACM (Association for Computing Machinery)

    Hao Wang

  4. PAT: Accelerating LLM Decoding via P refix- A ware A t tention with Resource Efficient Multi-Tile Kernel

    Article • March 2026, ACM (Association for Computing Machinery)

    Hao Wang

  5. WaSC: Hardening WebAssembly Sandboxes via System Interface Decoupling

    Article • ACM Transactions on Architecture and Code Optimization, February 2026, ACM (Association for Computing Machinery)

    Hao Wang

  6. AI Crossroads: Systems, Energy, and Applications

    Article • ACM SIGMETRICS Performance Evaluation Review, August 2025, ACM (Association for Computing Machinery)

    Hao Wang, Joe Zhou

  7. AMPERE: A Generic Energy Estimation Approach for On-Device Training

    Article • ACM SIGMETRICS Performance Evaluation Review, August 2025, ACM (Association for Computing Machinery)

    Hao Wang

  8. ARMing x86 Games: Accelerating Binary Translation Using Software-Only Validated Flag Speculation

    Article • June 2025, ACM (Association for Computing Machinery)

    Hao Wang

  9. Pre-Warming is Not Enough: Accelerating Serverless Inference With Opportunistic Pre-Loading

    Article • November 2024, ACM (Association for Computing Machinery)

    Hao Wang, Yifan Sui

  10. Stellaris: Staleness-Aware Distributed Reinforcement Learning with Serverless Computing

    Article • November 2024, Institute of Electrical & Electronics Engineers (IEEE)

    Hao Wang

  11. Federated Morozov Regularization for Shortcut Learning in Privacy Preserving Learning with Watermarked Image Data

    Article • October 2024, ACM (Association for Computing Machinery)

    Hao Wang

  12. Enhancing Model Poisoning Attacks to Byzantine-Robust Federated Learning via Critical Learning Periods

    Article • September 2024, ACM (Association for Computing Machinery)

    Hao Wang

  13. FedRoLA: Robust Federated Learning Against Model Poisoning via Layer-based Aggregation

    Article • August 2024, ACM (Association for Computing Machinery)

    Hao Wang

  14. RainbowCake: Mitigating Cold-starts in Serverless with Layer-wise Container Caching and Sharing

    Article • April 2024, ACM (Association for Computing Machinery)

    Hao Wang

  15. Room-scale Location Trace Tracking via Continuous Acoustic Waves

    Article • ACM Transactions on Sensor Networks, April 2024, ACM (Association for Computing Machinery)

    Hao Wang

  16. Libra: Harvesting Idle Resources Safely and Timely in Serverless Clusters

    Article • August 2023, ACM (Association for Computing Machinery)

    Hao Wang

  17. CriticalFL: A Critical Learning Periods Augmented Client Selection Framework for Efficient Federated Learning

    Article • August 2023, ACM (Association for Computing Machinery)

    Hao Wang

  18. Data Privacy Examination against Semi-Supervised Learning

    Article • July 2023, ACM (Association for Computing Machinery)

    Hao Wang

  19. WH 2 D 2 N 2 : Distributed AI-enabled OK-ASN service for web of things

    Article • ACM Transactions on Asian and Low-Resource Language Information Processing, December 2022, ACM (Association for Computing Machinery)

    Hao Wang

  20. Robust Searching-based Gradient Collaborative Management in Intelligent Transportation System

    Article • ACM Transactions on Multimedia Computing Communications and Applications, July 2022, ACM (Association for Computing Machinery)

    Hao Wang

  21. Accelerating Serverless Computing by Harvesting Idle Resources

    Article • April 2022, ACM (Association for Computing Machinery)

    Hao Wang

  22. Siren: Byzantine-robust Federated Learning via Proactive Alarming

    Article • November 2021, ACM (Association for Computing Machinery)

    Hanxi Guo, Hao Wang