Zheng, Haizhong

7 publications

NeurIPS 2025 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, Beidi Chen

ICLR 2025 ELFS: Label-Free Coreset Selection with Proxy Training Dynamics Haizhong Zheng, Elisa Tsai, Yifu Lu, Jiachen Sun, Brian R. Bartoldson, Bhavya Kailkhura, Atul Prakash

NeurIPS 2025 Kinetics: Rethinking Test-Time Scaling Law Ranajoy Sadhukhan, Zhuoming Chen, Haizhong Zheng, Beidi Chen

ICLR 2024 CALICO: Self-Supervised Camera-LiDAR Contrastive Pre-Training for BEV Perception Jiachen Sun, Haizhong Zheng, Qingzhao Zhang, Atul Prakash, Zhuoqing Mao, Chaowei Xiao

NeurIPS 2024 Learn to Be Efficient: Build Structured Sparsity in Large Language Models Haizhong Zheng, Xiaoyan Bai, Xueshen Liu, Z. Morley Mao, Beidi Chen, Fan Lai, Atul Prakash

ECCV 2024 Leveraging Hierarchical Feature Sharing for Efficient Dataset Condensation Haizhong Zheng, Jiachen Sun, Shutong Wu, Bhavya Kailkhura, Zhuoqing Morley Mao, Chaowei Xiao, Atul Prakash

ICLR 2023 Coverage-Centric Coreset Selection for High Pruning Rates Haizhong Zheng, Rui Liu, Fan Lai, Atul Prakash