vix.ing · top · new · best · stats · spec

Zhu, Banghua

  1. S-LoRA: Serving Thousands of Concurrent LoRA Adapters
    2023/11/06 by Ying Sheng, Sheng, Ying, Shiyi Cao +21 · 2 voices · 31 citations
    Computer Science · #Parallel Computing and Optimization Techniques #Topic Modeling #Advanced Neural Network Applications
  2. Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
    2024/03/07 by Chiang, Wei-Lin, Zheng, Lianmin, Sheng, Ying +8 · 325 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
  3. From Crowdsourced Data to High-Quality Benchmarks: Arena-Hard and BenchBuilder Pipeline
    2024/06/17 by Tianle Li, Wei-Lin Chiang, Li, Tianle +13 · 130 citations
    Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  4. Principled Reinforcement Learning with Human Feedback from Pairwise or K-wise Comparisons
    2023/01/26 by Banghua Zhu, Jiantao Jiao, Zhu, Banghua +3 · 35 citations
    Computer Science · #Reinforcement Learning in Robotics #Evolutionary Algorithms and Applications #Adaptive Dynamic Programming Control
  5. Jump-Start Reinforcement Learning
    2022/04/05 by Ikechukwu Uchendu, Uchendu, Ikechukwu, Ted Xiao +21 · 16 citations
    Computer Science · #Evolutionary Algorithms and Applications #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Software Engineering Research
  6. How to Evaluate Reward Models for RLHF
    2024/10/18 by Evan Frick, Tianle Li, Frick, Evan +15 · 29 citations
    Decision Sciences · #Risk and Safety Analysis
  7. Taming Overconfidence in LLMs: Reward Calibration in RLHF
    2024/10/13 by Leng, Jixuan, Huang, Chengsong, Zhu, Banghua +1 · 23 citations
    #Computation and Language (cs.CL) #FOS: Computer and information sciences
  8. Iterative Data Smoothing: Mitigating Reward Overfitting and Overoptimization in RLHF
    2024/01/29 by Banghua Zhu, Zhu, Banghua, Michael I. Jordan +3 · 14 citations
    Engineering · Decision Sciences · #Reservoir Engineering and Simulation Methods #Power Line Communications and Noise #Simulation Techniques and Applications
  9. The Sample Complexity of Online Contract Design
    2022/11/10 by Banghua Zhu, Stephen Bates, Zhu, Banghua +9 · 9 citations
    Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #Computer Science and Game Theory (cs.GT) #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Machine Learning and Algorithms #Optimization and Search Problems #Theoretical Economics (econ.TH)
  10. Fairness in Serving Large Language Models
    2023/12/31 by Ying Sheng, Sheng, Ying, Shiyi Cao +13 · 11 citations
    Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques #Performance (cs.PF)
  11. Generalized Resilience and Robust Statistics
    2019/09/19 by Banghua Zhu, Jiantao Jiao, Zhu, Banghua +3 · 6 citations
    Computer Science · Mathematics · #Advanced Statistical Methods and Models #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  12. Beyond Ten Turns: Unlocking Long-Horizon Agentic Search with Large-Scale Asynchronous RL
    2025/08/11 by Jiaxuan Gao, Wei Fu, Gao, Jiaxuan +13 · 54 citations
    Computer Science · #Robotic Path Planning Algorithms #Optimization and Search Problems #Reinforcement Learning in Robotics
  13. Byzantine-Robust Federated Learning with Optimal Statistical Rates and Privacy Guarantees
    2022/05/24 by Zhu, Banghua, Wang, Lun, Pang, Qi +4 · 7 citations
    #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Parallel #and Cluster Computing (cs.DC)
  14. Doubly Robust Self-Training
    2023/06/01 by Banghua Zhu, Zhu, Banghua, Mingyu Ding +11 · 7 citations
    Computer Science · #Domain Adaptation and Few-Shot Learning #Video Surveillance and Tracking Methods #Advanced Neural Network Applications
  15. Towards Optimal Statistical Watermarking
    2023/12/13 by Baihe Huang, Huang, Baihe, Hanlin Zhu +10 · 7 citations
    Computer Science · #Advanced Steganography and Watermarking Techniques #Chaos-based Image/Signal Encryption #Computation and Language (cs.CL) #Computer Graphics and Visualization Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML)
  16. On Optimal Caching and Model Multiplexing for Large Model Inference
    2023/06/03 by Zhu, Banghua, Sheng, Ying, Zheng, Lianmin +3 · 5 citations
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Performance (cs.PF) #Systems and Control (eess.SY) #electronic engineering #information engineering
  17. Fine-Tuning Language Models with Advantage-Induced Policy Alignment
    2023/06/04 by Banghua Zhu, Zhu, Banghua, Hiteshi Sharma +11 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Reinforcement Learning in Robotics #Systems and Control (eess.SY) #Topic Modeling #electronic engineering #information engineering
  18. Pairwise Proximal Policy Optimization: Harnessing Relative Feedback for LLM Alignment
    2023/09/30 by Tianhao Wu, Wu, Tianhao, Banghua Zhu +9 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Natural Language Processing Techniques #Text Readability and Simplification #Topic Modeling
  19. NVIDIA Nemotron Nano 2: An Accurate and Efficient Hybrid Mamba-Transformer Reasoning Model
    2025/08/20 by NVIDIA, :, Aarti Basant +305 · 24 citations
    Computer Science · #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel Computing and Optimization Techniques
  20. Online Learning in Stackelberg Games with an Omniscient Follower
    2023/01/27 by Zhao, Geng, Zhu, Banghua, Jiao, Jiantao +1 · 3 citations
    #FOS: Computer and information sciences #Machine Learning (cs.LG)
  21. Guided Online Distillation: Promoting Safe Reinforcement Learning by Offline Demonstration
    2023/09/18 by Jinning Li, Li, Jinning, Xinyi Liu +11 · 3 citations
    Computer Science · Engineering · Health Professions · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Occupational Health and Safety Research #Reinforcement Learning in Robotics #Robotics (cs.RO)
  22. NVIDIA Nemotron 3: Efficient and Open Intelligence
    2025/12/24 by NVIDIA, :, Aaron Blakeman +453 · 5 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Topic Modeling
  23. Generative AI Security: Challenges and Countermeasures
    2024/02/20 by Zhu, Banghua, Mu, Norman, Jiao, Jiantao +1 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG)
  24. Robust Estimation for Nonparametric Families via Generative Adversarial Networks
    2022/02/02 by Banghua Zhu, Jiantao Jiao, Zhu, Banghua +3 · 1 citation
    Computer Science · Mathematics · #Advanced Statistical Methods and Models #Adversarial Robustness in Machine Learning #Anomaly Detection Techniques and Applications #Computation (stat.CO) #FOS: Computer and information sciences #FOS: Electrical engineering #FOS: Mathematics #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Signal Processing (eess.SP) #Statistics Theory (math.ST) #electronic engineering #information engineering
  25. Nemotron 3 Nano: Open, Efficient Mixture-of-Experts Hybrid Mamba-Transformer Model for Agentic Reasoning
    2025/12/23 by NVIDIA, :, Aaron Blakeman +623 · 1 voice · 2 citations
    #cs.CL #cs.AI #cs.LG
  26. Towards the Fundamental Limits of Knowledge Transfer over Finite Domains
    2023/10/11 by Zhao, Qingyue, Zhu, Banghua · 1 citation
    #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Mathematics #Information Theory (cs.IT) #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Statistics Theory (math.ST)
  27. Efficient Prompt Caching via Embedding Similarity
    2024/02/02 by Hanlin Zhu, Banghua Zhu, Zhu, Hanlin +3 · 1 citation
    Computer Science · #Caching and Content Delivery #Computation and Language (cs.CL) #Cooperative Communication and Network Coding #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Packet Processing and Optimization
  28. Linear Representation Meta-Reinforcement Learning for Instant Adaptation
    2021/01/12 by Matt Peng, Peng, Matt, Banghua Zhu +3 · 2 citations
    Computer Science · Engineering · #Reinforcement Learning in Robotics #Domain Adaptation and Few-Shot Learning #Fuel Cells and Related Materials
  29. dUltra: Ultra-Fast Diffusion Language Models via Reinforcement Learning
    2025/12/24 by Shirui Chen, Chen, Shirui, Jiantao Jiao +5 · 1 citation
    Computer Science · #Topic Modeling #Domain Adaptation and Few-Shot Learning #Generative Adversarial Networks and Image Synthesis
  30. MMMG: a Comprehensive and Reliable Evaluation Suite for Multitask Multimodal Generation
    2025/05/23 by Yao, Jihan, Hu, Yushi, Yi, Yujie +9 · 2 citations
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences