Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

* indicates equal contribution.

Preprint

2025

  1. Preprint
    When "Correct" Is Not Safe: Can We Trust Functionally Correct Patches Generated by Code Agents?
    Yibo Peng* , James Song* , Lei Li* , Xinyu Yang , Mihai Christodorescu , Ravi Mangal , Corina Pasareanu , Haizhong Zheng , and Beidi Chen
    Preprint 2025
    arXiv Blog Code

2025

  1. NeurIPS Workshop
    Prosperity before Collapse: How Far Can Off-Policy RL Reach with Stale Data on LLMs?
    Haizhong Zheng , Jiawei Zhao , and Beidi Chen
    NeurIPS Workshop 2025, Spotlight
    arXiv Blog Code

Conference

2026

  1. NSDI
    RLBoost: Harvesting Preemptible Resources for Cost-Efficient Reinforcement Learning on LLMs
    Yongji Wu* , Xueshen Liu* , Haizhong Zheng , Juncheng Gu , Beidi Chen , Z. Morley Mao , Arvind Krishnamurthy , and Ion Stoica
    NSDI 2026
    arXiv
  2. ASPLOS
    WAVE: Leveraging Architecture Observation for Privacy-Preserving Model Oversight
    Haoxuan Xu* , Chen Gong* , Beijie Liu* , Haizhong Zheng , Beidi Chen , and Mengyuan Li
    ASPLOS 2026

2025

  1. NeurIPS
    Act Only When It Pays: Efficient Reinforcement Learning for LLM Reasoning via Selective Rollouts
    Haizhong Zheng , Yang Zhou , Brian R. Bartoldson , Bhavya Kailkhura , Fan Lai , Jiawei Zhao , and Beidi Chen
    NeurIPS 2025
    arXiv Blog Code
  2. NeurIPS
    Kinetics: Rethinking Test-Time Scaling Laws
    Ranajoy Sadhukhan* , Zhuoming Chen* , Haizhong Zheng , Yang Zhou , Emma Strubell , and Beidi Chen
    NeurIPS 2025
    arXiv Blog Code
  3. COLM
    Plato: Plan to Efficiently Decode for Large Language Model Inference
    Shuowei Jin* , Xueshen Liu* , Yongji Wu* , Haizhong Zheng , Qingzhao Zhang , Atul Prakash , Matthew Lentz , Danyang Zhuo , Feng Qian , and Z. Morley Mao
    COLM 2025
    arXiv
  4. ICLR
    ELFS: Label-Free Coreset Selection with Proxy Training Dynamics
    Haizhong Zheng* , Elisa Tsai* , Yifu Lu , Jiachen Sun , Brian R. Bartoldson , Bhavya Kailkhura , and Atul Prakash
    ICLR 2025
    arXiv
  5. WWW
    Harmful Terms and Where to Find Them: Measuring and Modeling Unfavorable Financial Terms and Conditions in Shopping Websites at Scale
    Elisa Tsai , Neal Mangaokar , Boyuan Zheng , Haizhong Zheng , and Atul Prakash
    WWW 2025, Oral
    arXiv

2024

  1. NeurIPS
    Learn To be Efficient: Build Structured Sparsity in Large Language Models
    Haizhong Zheng , Xiaoyan Bai , Xueshen Liu , Z. Morley Mao , Beidi Chen , Fan Lai , and Atul Prakash
    NeurIPS 2024, Spotlight
    arXiv
  2. ECCV
    Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation
    Haizhong Zheng , Jiachen Sun , Shutong Wu , Bhavya Kailkhura , Z. Morley Mao , Chaowei Xiao , and Atul Prakash
    ECCV 2024
    arXiv
  3. ICLR
    CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-training for BEV Perception
    Jiachen Sun , Haizhong Zheng , Qingzhao Zhang , Atul Prakash , Z. Morley Mao , and Chaowei Xiao
    ICLR 2024
    arXiv

2023

  1. ICLR
    Coverage-centric Coreset Selection for High Pruning Rates
    Haizhong Zheng , Rui Liu , Fan Lai , and Atul Prakash
    ICLR 2023
    arXiv Code

2020

  1. CVPR
    Efficient Adversarial Training with Transferable Adversarial Examples
    Haizhong Zheng , Ziqi Zhang , Juncheng Gu , Honglak Lee , and Atul Prakash
    CVPR 2020
    arXiv Code

2018

  1. NDSS
    Smoke Screener or Straight Shooter: Detecting Elite Sybil Attacks in User-Review Social Networks
    Haizhong Zheng , Minhui Xue , Hao Lu , Shuang Hao , Haojin Zhu , Xiaohui Liang , and Keith Ross
    NDSS 2018
    arXiv