Hou, Zhichao

8 publications

ICML 2025 Modulated Diffusion: Accelerating Generative Modeling with Modulated Quantization Weizhi Gao, Zhichao Hou, Junqi Yin, Feiyi Wang, Linyu Peng, Xiaorui Liu

ICLRW 2025 Post-Hoc Interpretability Illumination for Scientific Interaction Discovery Ling Zhang, Zhichao Hou, Tingxiang Ji, Yuanyuan Xu, Runze Li

ICLR 2025 Robustness Reprogramming for Representation Learning Zhichao Hou, MohamadAli Torkamani, Hamid Krim, Xiaorui Liu

NeurIPS 2024 Certified Robustness for Deep Equilibrium Models via Serialized Random Smoothing Weizhi Gao, Zhichao Hou, Han Xu, Xiaorui Liu

NeurIPS 2024 ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou, Weizhi Gao, Yuchen Shen, Feiyi Wang, Xiaorui Liu

ICLRW 2024 ProTransformer: Robustify Transformers via Plug-and-Play Paradigm Zhichao Hou, Weizhi Gao, Yuchen Shen, Xiaorui Liu

NeurIPS 2024 Robust Graph Neural Networks via Unbiased Aggregation Zhichao Hou, Ruiqi Feng, Tyler Derr, Xiaorui Liu

NeurIPS 2023 Equivariant Spatio-Temporal Attentive Graph Networks to Simulate Physical Dynamics Liming Wu, Zhichao Hou, Jirui Yuan, Yu Rong, Wenbing Huang