Li, Dacheng
- Judging LLM-as-a-Judge with MT-Bench and Chatbot Arena
2023/06/09 by Lianmin Zheng, Wei-Lin Chiang, Zheng, Lianmin +24 · 4 voices · 1350 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
- S-LoRA: Serving Thousands of Concurrent LoRA Adapters
2023/11/06 by Ying Sheng, Shiyi Cao, Sheng, Ying +21 · 2 voices · 22 citations
Computer Science · #Parallel Computing and Optimization Techniques #Topic Modeling #Advanced Neural Network Applications
- Chatbot Arena: An Open Platform for Evaluating LLMs by Human Preference
2024/03/07 by Chiang, Wei-Lin, Zheng, Lianmin, Sheng, Ying +8 · 244 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- LongVILA: Scaling Long-Context Visual Language Models for Long Videos
2024/08/19 by Yukang Chen, Fuzhao Xue, Chen, Yukang +33 · 79 citations
Computer Science · #Video Analysis and Summarization #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
- The Danger of Overthinking: Examining the Reasoning-Action Dilemma in Agentic Tasks
2025/02/12 by Alejandro Cuadron, Dacheng Li, Cuadron, Alejandro +30 · 2 voices · 39 citations
Computer Science · Social Sciences · #Experimental Behavioral Economics Studies #cs.AI
- VILA-U: a Unified Foundation Model Integrating Visual Understanding and Generation
2024/09/06 by Yunfeng Wu, Wu, Yecheng, Zhang, Zhuoyang +20 · 74 citations
Computer Science · Earth and Planetary Sciences · #Advanced Image and Video Retrieval Techniques #3D Surveying and Cultural Heritage #Constraint Satisfaction and Optimization
- NVILA: Efficient Frontier Visual Language Models
2024/12/05 by Zhijian Liu, Liu, Zhijian, Ligeng Zhu +52 · 2 voices · 59 citations
Computer Science · #Multimodal Machine Learning Applications #Video Analysis and Summarization #Advanced Image and Video Retrieval Techniques
- SORRY-Bench: Systematically Evaluating Large Language Model Safety Refusal
2024/06/20 by Tinghao Xie, Xiangyu Qi, Xie, Tinghao +29 · 43 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Reliability and Analysis Research #Topic Modeling
- LLMs Can Easily Learn to Reason from Demonstrations Structure, not content, is what matters!
2025/02/11 by Dacheng Li, Li, Dacheng, Shiyi Cao +21 · 2 voices · 39 citations
Social Sciences · Economics, Econometrics and Finance · #cs.AI
- Sparse VideoGen: Accelerating Video Diffusion Transformers with Spatial-Temporal Sparsity
2025/02/03 by Haocheng Xi, Shuo Yang, Xi, Haocheng +24 · 39 citations
Computer Science · Engineering · #Advanced Optical Imaging Technologies #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Generative Adversarial Networks and Image Synthesis #Machine Learning (cs.LG)
- S*: Test Time Scaling for Code Generation
2025/02/20 by Li, Dacheng, Cao, Shiyi, Cao, Chengkun +6 · 26 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MPCFormer: fast, performant and private Transformer inference with MPC
2022/11/02 by Dacheng Li, Li, Dacheng, Rulin Shao +9 · 9 citations
Computer Science · Engineering · #Cryptography and Data Security #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Ferroelectric and Negative Capacitance Devices #Machine Learning (cs.LG) #Stochastic Gradient Optimization Techniques
- DISTFLASHATTN: Distributed Memory-efficient Attention for Long-context LLMs Training
2023/10/05 by Li, Dacheng, Shao, Rulin, Xie, Anze +5 · 10 citations
#Artificial Intelligence (cs.AI) #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #and Cluster Computing (cs.DC)
- WorldModelBench: Judging Video Generation Models As World Models
2025/02/28 by Li, Dacheng, Fang, Yunhao, Chen, Yukang +10 · 19 citations
#Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Fairness in Serving Large Language Models
2023/12/31 by Ying Sheng, Sheng, Ying, Shiyi Cao +13 · 7 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)
- AMP: Automatically Finding Model Parallel Strategies with Heterogeneity Awareness
2022/10/13 by Dacheng Li, Hongyi Wang, Li, Dacheng +5 · 4 citations
Computer Science · #Cloud Computing and Resource Management #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Software System Performance and Reliability
- Dual Contradistinctive Generative Autoencoder
2020/11/19 by Parmar, Gaurav, Li, Dacheng, Lee, Kwonjoon +1 · 3 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- MPC-Minimized Secure LLM Inference
2024/08/07 by Deevashwer Rathee, Rathee, Deevashwer, Dacheng Li +7 · 4 citations
Computer Science · #Advanced Data Storage Technologies #Artificial Intelligence (cs.AI) #Cryptography and Security (cs.CR) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Interconnection Networks and Systems #Machine Learning (cs.LG)
- Locality-aware Fair Scheduling in LLM Serving
2025/01/24 by Shiyi Cao, Cao, Shiyi, Yichuan Wang +22 · 4 citations
Computer Science · Engineering · #Advanced Manufacturing and Logistics Optimization #Distributed #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Petri Nets in System Modeling #Scheduling and Optimization Algorithms #and Cluster Computing (cs.DC)
- Climbing the Ladder of Reasoning: What LLMs Can-and Still Can't-Solve after SFT?
2025/04/16 by Youfa Sun, Sun, Yiyou, Bai, Haoyue +9 · 6 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
- Efficient-vDiT: Efficient Video Diffusion Transformers With Attention Tile
2025/02/10 by Hangliang Ding, Dacheng Li, Ding, Hangliang +9 · 4 citations
Engineering · Computer Science · #Advanced Memory and Neural Computing #Advanced Optical Imaging Technologies #Neural Networks and Reservoir Computing
- Does compressing activations help model parallel training?
2023/01/06 by Song Bian, Dacheng Li, Bian, Song +7 · 1 citation
Computer Science · #Algorithms and Data Compression #Machine Learning and Data Classification #Generative Adversarial Networks and Image Synthesis
- SkyRL-Agent: Efficient RL Training for Multi-turn LLM Agent
2025/11/20 by Cao, Shiyi, Li, Dacheng, Zhao, Fangzhou +12 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences