Huang, Zijian

5 publications

NeurIPS 2025 BREAD: Branched Rollouts from Expert Anchors Bridge SFT & RL for Reasoning Xuechen Zhang, Zijian Huang, Yingcong Li, Chenshun Ni, Jiasi Chen, Samet Oymak

AAAI 2025 COMMIT: Certifying Robustness of Multi-Sensor Fusion Systems Against Semantic Attacks Zijian Huang, Wenda Chu, Linyi Li, Chejian Xu, Bo Li

NeurIPS 2024 Efficient Contextual LLM Cascades Through Budget-Constrained Policy Learning Xuechen Zhang, Zijian Huang, Ege Onur Taga, Carlee Joe-Wong, Samet Oymak, Jiasi Chen

UAI 2024 Masking the Unknown: Leveraging Masked Samples for Enhanced Data Augmentation Xun Yao, Zijian Huang, Xinrong Hu, Jie Yang, Yi Guo

ICLR 2022 CROP: Certifying Robust Policies for Reinforcement Learning Through Functional Smoothing Fan Wu, Linyi Li, Zijian Huang, Yevgeniy Vorobeychik, Ding Zhao, Bo Li