Zhengmian Hu
- Unbiased Watermark for Large Language Models
2023/09/22 by Zhengmian Hu, Hu, Zhengmian, Lichang Chen +9 · 23 citations
Computer Science · Medicine · #Topic Modeling #Natural Language Processing Techniques #Artificial Intelligence in Healthcare and Education
- A Resilient and Accessible Distribution-Preserving Watermark for Large Language Models
2023/10/11 by Yihan Wu, Wu, Yihan, Zhengmian Hu +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
- 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
- Solving a Class of Non-Convex Minimax Optimization in Federated Learning
2023/10/05 by Xidong Wu, Jianhui Sun, Wu, Xidong +7 · 3 citations
Computer Science · #Privacy-Preserving Technologies in Data #Stochastic Gradient Optimization Techniques
- 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
- 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
- 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
- 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