Enhancing CNN Incremental Learning Capability with an Expanded Network. - Shanshan Cai; Zhuwei Xu; Zhichao Huang 002; Yueru Chen; C.-C. Jay Kuo (ICME, 2018)

Hessian-Aware Zeroth-Order Optimization for Black-Box Adversarial Attack. - Haishan Ye; Zhichao Huang 002; Cong Fang 001; Chris Junchi Li; Tong Zhang 001 (CoRR, 2018)

Black-Box Adversarial Attack with Transferable Model-based Embedding. - Zhichao Huang 002; Tong Zhang 001 (ICLR, 2020)

Stochastic Recursive Gradient Descent Ascent for Stochastic Nonconvex-Strongly-Concave Minimax Problems. - Luo Luo; Haishan Ye; Zhichao Huang 002; Tong Zhang 001 (NeurIPS, 2020)

CorrAttack: Black-box Adversarial Attack with Structured Search. - Zhichao Huang 002; Yaowei Huang; Tong Zhang 001 (CoRR, 2020)

Few-Shot Human Motion Transfer by Personalized Geometry and Texture Modeling. - Zhichao Huang 002; Xintong Han; Jia Xu 011; Tong Zhang 001 (CVPR, 2021)

On the Impact of Hard Adversarial Instances on Overfitting in Adversarial Training. - Chen Liu 027; Zhichao Huang 002; Mathieu Salzmann; Tong Zhang 023; Sabine Süsstrunk (CoRR, 2021)

Black-box Prompt Learning for Pre-trained Language Models. - Shizhe Diao; Xuechun Li; Yong Lin; Zhichao Huang 002; Tong Zhang 001 (CoRR, 2022)

Towards Stable and Efficient Adversarial Training against l1 Bounded Adversarial Attacks. - Yulun Jiang; Chen Liu 027; Zhichao Huang 002; Mathieu Salzmann; Sabine Süsstrunk (ICML, 2023)

Speech Translation with Large Language Models: An Industrial Practice. - Zhichao Huang 002; Rong Ye; Tom Ko; Qianqian Dong; Shanbo Cheng; Mingxuan Wang; Hang Li 001 (CoRR, 2023)

Fast Adversarial Training With Adaptive Step Size. - Zhichao Huang 002; Yanbo Fan; Chen Liu 027; Weizhong Zhang; Yong Zhang 034; Mathieu Salzmann; Sabine Süsstrunk; Jue Wang 001 (IEEE Trans. Image Process., 2023)

Black-Box Prompt Learning for Pre-trained Language Models. - Shizhe Diao; Zhichao Huang 002; Ruijia Xu; Xuechun Li; Yong Lin; Xiao Zhou; Tong Zhang 001 (Trans. Mach. Learn. Res., 2023)

RepCodec: A Speech Representation Codec for Speech Tokenization. - Zhichao Huang 002; Chutong Meng; Tom Ko (ACL (1), 2024)

Towards Achieving Human Parity on End-to-end Simultaneous Speech Translation via LLM Agent. - Shanbo Cheng; Zhichao Huang 002; Tom Ko; Hang Li 001; Ningxin Peng; Lu Xu; Qini Zhang (CoRR, 2024)

Hessian-Aware Zeroth-Order Optimization. - Haishan Ye; Zhichao Huang 002; Cong Fang 001; Chris Junchi Li; Tong Zhang 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2025)

Seed-X: Building Strong Multilingual Translation LLM with 7B Parameters. - Shanbo Cheng; Yu Bao; Qian Cao; Luyang Huang; Liyan Kang; Zhicheng Liu; Yu Lu; Wenhao Zhu; Jingwen Chen; Zhichao Huang 002; Tao Li; Yifu Li; et al. (CoRR, 2025)