Hu, Zhengmian

1. Unbiased Watermark for Large Language Models
   2023/09/22 by Zhengmian Hu, Lichang Chen, Hu, Zhengmian +9 · 23 citations
   Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
2. A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models
   2023/10/11 by Yihan Wu, Zhengmian Hu, Wu, Yihan +7 · 13 citations
   Computer Science · #Computation and Language (cs.CL) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Internet Traffic Analysis and Secure E-voting #Machine Learning (cs.LG) #Spam and Phishing Detection #Topic Modeling
3. GUI Agents: A Survey
   2024/12/18 by Deanna D. Nguyen, Nguyen, Dang, Jian Chen +54 · 22 citations
   Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Gaze Tracking and Assistive Technology #Human-Computer Interaction (cs.HC) #Robotic Path Planning Algorithms #Web Data Mining and Analysis
4. Faster Adaptive Federated Learning
   2022/12/02 by Wu, Xidong, Huang, Feihu, Hu, Zhengmian +1 · 6 citations
   #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
5. A Survey of Small Language Models
   2024/10/25 by Van Nguyen, Chien, Shen, Xuan, Aponte, Ryan +25 · 7 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
6. Solving a Class of Non-Convex Minimax Optimization in Federated Learning
   2023/10/05 by Xidong Wu, Wu, Xidong, Jianhui Sun +7 · 3 citations
   Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
7. AdaGDA: Faster Adaptive Gradient Descent Ascent Methods for Minimax Optimization
   2021/06/30 by Feihu Huang, Huang, Feihu, Wu, Xidong +1 · 2 citations
   Computer Science · Engineering · Mathematics · #Advanced Optimization Algorithms Research #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques #Stochastic Gradient Optimization Techniques
8. Towards Optimal Multi-draft Speculative Decoding
   2025/02/26 by Zhengmian Hu, Hu, Zhengmian, Tong Zheng +13 · 4 citations
   Computer Science · #Big Data and Digital Economy #Computation and Language (cs.CL) #Data Structures and Algorithms (cs.DS) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
9. From Selection to Generation: A Survey of LLM-based Active Learning
   2025/02/17 by Yu Xia, Subhojyoti Mukherjee, Xia, Yu +65 · 4 citations
   Computer Science · Social Sciences · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Mathematics, Computing, and Information Processing #Open Education and E-Learning #Wikis in Education and Collaboration
10. A Bayesian Approach to Harnessing the Power of LLMs in Authorship Attribution
    2024/10/29 by Hu, Zhengmian, Zheng, Tong, Huang, Heng · 2 citations
    #Applications (stat.AP) #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
11. Inevitable Trade-off between Watermark Strength and Speculative Sampling Efficiency for Language Models
    2024/10/27 by Hu, Zhengmian, Huang, Heng · 2 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences
12. GPT-4 Vision on Medical Image Classification -- A Case Study on COVID-19 Dataset
    2023/10/27 by Chen, Ruibo, Xiong, Tianyi, Wu, Yihan +6 · 2 citations
    #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Electrical engineering #Image and Video Processing (eess.IV) #Machine Learning (cs.LG) #electronic engineering #information engineering
13. Token-Level Adversarial Prompt Detection Based on Perplexity Measures and Contextual Information
    2023/11/20 by Hu, Zhengmian, Wu, Gang, Mitra, Saayan +4 · 1 citation
    #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
14. Distortion-free Watermarks are not Truly Distortion-free under Watermark Key Collisions
    2024/06/02 by Wu, Yihan, Chen, Ruibo, Hu, Zhengmian +4 · 1 citation
    #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
15. Cautious Next Token Prediction
    2025/07/03 by Yizhou Wang, Lingzhi Zhang, Wang, Yizhou +17 · 1 voice · 2 citations
    Decision Sciences · Computer Science · #Data Quality and Management #Software System Performance and Reliability #Natural Language Processing Techniques
16. Fast and scalable Wasserstein-1 neural optimal transport solver for single-cell perturbation prediction
    2024/11/01 by Yanshuo Chen, Chen, Yanshuo, Zhengmian Hu +5 · 1 citation
    Engineering · Physics and Astronomy · #Advancements in Semiconductor Devices and Circuit Design #FOS: Biological sciences #FOS: Computer and information sciences #Genomics (q-bio.GN) #Machine Learning (cs.LG) #Model Reduction and Neural Networks
17. A Personalized Conversational Benchmark: Towards Simulating Personalized Conversations
    2025/05/20 by Li, Li, Cai, Peilin, Rossi, Ryan A. +21 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences