Hu, Zhengmian

18 publications

ICLRW 2025 Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information Zhengmian Hu, Gang Wu, Saayan Mitra, Ruiyi Zhang, Tong Sun, Heng Huang, Viswanathan Swaminathan

ICLR 2025 Towards Optimal Multi-Draft Speculative Decoding Zhengmian Hu, Tong Zheng, Vignesh Viswanathan, Ziyi Chen, Ryan A. Rossi, Yihan Wu, Dinesh Manocha, Heng Huang

ICML 2024 A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models Yihan Wu, Zhengmian Hu, Junfeng Guo, Hongyang Zhang, Heng Huang

ICML 2024 Accelerated Speculative Sampling Based on Tree Monte Carlo Zhengmian Hu, Heng Huang

NeurIPS 2024 Inevitable Trade-Off Between Watermark Strength and Speculative Sampling Efficiency for Language Models Zhengmian Hu, Heng Huang

NeurIPS 2024 Robust Reinforcement Learning with General Utility Ziyi Chen, Yan Wen, Zhengmian Hu, Heng Huang

ICLR 2024 Unbiased Watermark for Large Language Models Zhengmian Hu, Lichang Chen, Xidong Wu, Yihan Wu, Hongyang Zhang, Heng Huang

AISTATS 2023 AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization Feihu Huang, Xidong Wu, Zhengmian Hu

ICML 2023 Beyond Lipschitz Smoothness: A Tighter Analysis for Nonconvex Optimization Zhengmian Hu, Xidong Wu, Heng Huang

AAAI 2023 Decentralized Riemannian Algorithm for Nonconvex Minimax Problems Xidong Wu, Zhengmian Hu, Heng Huang

AAAI 2023 Faster Adaptive Federated Learning Xidong Wu, Feihu Huang, Zhengmian Hu, Heng Huang

NeurIPS 2023 Federated Conditional Stochastic Optimization Xidong Wu, Jianhui Sun, Zhengmian Hu, Junyi Li, Aidong Zhang, Heng Huang

NeurIPS 2023 Optimization and Bayes: A Trade-Off for Overparameterized Neural Networks Zhengmian Hu, Heng Huang

NeurIPS 2023 Solving a Class of Non-Convex Minimax Optimization in Federated Learning Xidong Wu, Jianhui Sun, Zhengmian Hu, Aidong Zhang, Heng Huang

ICML 2023 Tighter Analysis for ProxSkip Zhengmian Hu, Heng Huang

AAAI 2021 Fast and Scalable Adversarial Training of Kernel SVM via Doubly Stochastic Gradients Huimin Wu, Zhengmian Hu, Bin Gu

ICML 2021 On the Random Conjugate Kernel and Neural Tangent Kernel Zhengmian Hu, Heng Huang

NeurIPS 2021 Optimal Underdamped Langevin MCMC Method Zhengmian Hu, Feihu Huang, Heng Huang