Hongyang Zhang

1. Theoretically Principled Trade-off between Robustness and Accuracy
   2019/01/24 by Hongyang Zhang, Zhang, Hongyang, Yaodong Yu +9 · 119 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Integrated Circuits and Semiconductor Failure Analysis #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Physical Unclonable Functions (PUFs) and Hardware Security
2. EAGLE: Speculative Sampling Requires Rethinking Feature Uncertainty
   2024/01/26 by Yuhui Li, Li, Yuhui, Fangyun Wei +5 · 117 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #Machine Learning and Data Classification
3. AnyTool: Self-Reflective, Hierarchical Agents for Large-Scale API Calls
   2024/02/06 by Yu Du, Fangyun Wei, Du, Yu +3 · 2 voices · 25 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mobile Agent-Based Network Management #Multi-Agent Systems and Negotiation #Service-Oriented Architecture and Web Services #cs.CL
4. EAGLE-2: Faster Inference of Language Models with Dynamic Draft Trees
   2024/06/24 by Yuhui Li, Fangyun Wei, Li, Yuhui +5 · 77 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
5. 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
6. RAIN: Your Language Models Can Align Themselves without Finetuning
   2023/09/13 by Yuhui Li, Fangyun Wei, Li, Yuhui +7 · 19 citations
   Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Adversarial Robustness in Machine Learning
7. 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
8. zkLLM: Zero Knowledge Proofs for Large Language Models
   2024/04/24 by Hao-Chen Sun, Sun, Haochen, Jason Li +3 · 12 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling
9. Adversarial Robustness of Stabilized NeuralODEs Might be from Obfuscated Gradients
   2020/09/28 by Yifei Huang, Yaodong Yu, Huang, Yifei +7 · 2 citations
   Computer Science · Medicine · Physics and Astronomy · #Adversarial Robustness in Machine Learning #Traumatic Brain Injury and Neurovascular Disturbances #Advanced Optical Sensing Technologies
10. DB-GPT: Empowering Database Interactions with Private Large Language Models
    2023/12/29 by Siqiao Xue, Xue, Siqiao, Caigao Jiang +29 · 2 citations
    Computer Science · Decision Sciences · #Data Quality and Management #Databases (cs.DB) #FOS: Computer and information sciences #Recommender Systems and Techniques #Topic Modeling
11. ERNIE 5.0 Technical Report
    2026/02/04 by Haifeng Wang, Hua Wu, Tian Wu +432 · 2 voices
    Computer Science · #cs.CL
12. Deep Neural Networks with Multi-Branch Architectures Are Less Non-Convex
    2018/06/06 by Hongyang Zhang, Junru Shao, Zhang, Hongyang +3 · 3 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Stochastic Gradient Optimization Techniques
13. A Closer Look at Accuracy vs. Robustness
    2020/03/05 by Yao-Yuan Yang, Yang, Yao-Yuan, Cyrus Rashtchian +7 · 2 citations
    Computer Science · #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #Cryptography and Security (cs.CR) #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
14. Gradient-Based Word Substitution for Obstinate Adversarial Examples Generation in Language Models
    2023/07/24 by Yimu Wang, Peng Shi, Wang, Yimu +3 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
15. Biological and pharmacological effects of hexahydrocurcumin, a metabolite of curcumin
    2018/03/27 by Yiyuan Huang, Shijie Cao, Qiang Zhang +4 · 23 citations
    Biochemistry, Genetics and Molecular Biology · Medicine · #Curcumin's Biomedical Applications #Natural product bioactivities and synthesis #Pharmacological Effects of Medicinal Plants
16. Demonstration of DB-GPT: Next Generation Data Interaction System Empowered by Large Language Models
    2024/04/16 by Siqiao Xue, Xue, Siqiao, Danrui Qi +29 · 1 citation
    Computer Science · Decision Sciences · #Artificial Intelligence (cs.AI) #Big Data Technologies and Applications #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Scientific Computing and Data Management
17. DB-GPT-Hub: Towards Open Benchmarking Text-to-SQL Empowered by Large Language Models
    2024/06/17 by Fan Zhou, Siqiao Xue, Zhou, Fan +19 · 1 citation
    Decision Sciences · Computer Science · #Scientific Computing and Data Management #Mathematics, Computing, and Information Processing
18. Rethinking LLM-Judged Helpfulness as a Pedagogy Signal: A Pre-Registered Audit Across Tutor Models
    2026/07/30 by Shuyi Fan, Boyuan Deng, Mengyu Xu +4
    Computer Science · #cs.CL #cs.AI #cs.CY #msc:68T50 #msc:68T05 #msc:97U50 #msc:62G10 #acm:68T50 #acm:68T05 #acm:97U50 #acm:62G10