Yonghao Zhuang
- Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
2023/06/09 by Lianmin Zheng, Zheng, Lianmin, Wei-Lin Chiang +24 · 4 voices · 1387 citations
Computer Science · #AI in Service Interactions #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Speech and dialogue systems #Topic Modeling #cs.AI #cs.CL
- LMSYS-Chat-1M: A Large-Scale Real-World LLM Conversation Dataset
2023/09/21 by Lianmin Zheng, Zheng, Lianmin, Wei-Lin Chiang +24 · 6 voices · 94 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques #Text Readability and Simplification
- LLM360: Towards Fully Transparent Open-Source LLMs
2023/12/11 by Zhengzhong Liu, Aurick Qiao, Liu, Zhengzhong +55 · 1 voice · 11 citations
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning in Materials Science #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL #cs.LG
- Toward Inference-optimal Mixture-of-Expert Large Language Models
2024/04/03 by Longfei Yun, Yonghao Zhuang, Yun, Longfei +8 · 1 voice · 2 citations
Computer Science · #Topic Modeling #Machine Learning in Healthcare
- Helix: Serving Large Language Models over Heterogeneous GPUs and Network via Max-Flow
2024/06/03 by Yixuan Mei, Yonghao Zhuang, Mei, Yixuan +9 · 20 citations
Computer Science · #Computation and Language (cs.CL) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Topic Modeling #and Cluster Computing (cs.DC)
- K2-Think: A Parameter-Efficient Reasoning System
2025/09/09 by Zhoujun Cheng, Cheng, Zhoujun, Richard Fan +59 · 6 voices · 2 citations
#cs.LG
- Alpa: Automating Inter- and Intra-Operator Parallelism for Distributed Deep Learning
2022/01/28 by Lianmin Zheng, Zheng, Lianmin, Zhuohan Li +20 · 9 citations
Computer Science · Engineering · #Advanced Neural Network Applications #Distributed #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #and Cluster Computing (cs.DC)
- Revisiting Reinforcement Learning for LLM Reasoning from A Cross-Domain Perspective
2025/06/17 by Zhoujun Cheng, Shibo Hao, Cheng, Zhoujun +42 · 25 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multi-Agent Systems and Negotiation
- LLM360 K2: Building a 65B 360-Open-Source Large Language Model from Scratch
2025/01/13 by Zhengzhong Liu, Liu, Zhengzhong, Bowen Tan +47 · 7 citations
Computer Science · #Natural Language Processing Techniques
- Efficient Long-context Language Model Training by Core Attention Disaggregation
2025/10/20 by Yonghao Zhuang, Zhuang, Yonghao, Chen, Junda +14 · 1 citation
Computer Science · #Big Data and Digital Economy #Advanced Neural Network Applications #Natural Language Processing Techniques