Zhang, Tianjun
- Gorilla: Large Language Model Connected with Massive APIs
2023/05/24 by Shishir G. Patil, Tianjun Zhang, Patil, Shishir G. +5 · 4 voices · 183 citations
#cs.CL #cs.AI
- The Llama 3 Herd of Models
2024/07/31 by Grattafiori, Aaron, Dubey, Abhimanyu, Jauhri, Abhinav +556 · 2735 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
2024/03/12 by Naman Jain, Jain, Naman, King Han +17 · 380 citations
Computer Science · #Software Engineering Research #Model-Driven Software Engineering Techniques
- AgentBench: Evaluating LLMs as Agents
2023/08/07 by Xiao Liu, Hao Yu, Liu, Xiao +41 · 134 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- Recursive Introspection: Teaching Language Model Agents How to Self-Improve
2024/07/25 by Yuxiao Qu, Qu, Yuxiao, Tianjun Zhang +5 · 1 voice · 30 citations
#cs.LG #cs.AI #cs.CL
- RAFT: Adapting Language Model to Domain Specific RAG
2024/03/15 by Tianjun Zhang, Zhang, Tianjun, Shishir G. Patil +11 · 1 voice · 30 citations
Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
- Contrastive Learning as Goal-Conditioned Reinforcement Learning
2022/06/15 by Benjamin Eysenbach, Tianjun Zhang, Eysenbach, Benjamin +5 · 1 voice · 35 citations
Computer Science · #cs.LG #cs.AI
- GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications
2024/04/10 by Shishir G. Patil, Patil, Shishir G., Tianjun Zhang +20 · 2 voices · 2 citations
Computer Science · #Distributed and Parallel Computing Systems
- Buffer of Thoughts: Thought-Augmented Reasoning with Large Language Models
2024/06/06 by Ling Yang, Zhaochen Yu, Yang, Ling +13 · 19 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Controllable Text-to-Image Generation with GPT-4
2023/05/29 by Tianjun Zhang, Zhang, Tianjun, Yi Zhang +7 · 7 citations
Computer Science · #Advanced Image and Video Retrieval Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications
- SuperCorrect: Advancing Small LLM Reasoning with Thought Template Distillation and Self-Correction
2024/10/11 by Ling Yang, Zhaochen Yu, Yang, Ling +11 · 11 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- The Wisdom of Hindsight Makes Language Models Better Instruction Followers
2023/02/10 by Tianjun Zhang, Zhang, Tianjun, Fangchen Liu +7 · 5 citations
Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
- Autellix: An Efficient Serving Engine for LLM Agents as General Programs
2025/02/19 by Michael Luo, Luo, Michael, Shi, Xiaoxiang +17 · 11 citations
Computer Science · Engineering · #Mobile Agent-Based Network Management #Modular Robots and Swarm Intelligence #Advanced Manufacturing and Logistics Optimization
- TEMPERA: Test-Time Prompting via Reinforcement Learning
2022/11/21 by Tianjun Zhang, Zhang, Tianjun, Xuezhi Wang +7 · 4 citations
Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
- In-Context Principle Learning from Mistakes
2024/02/08 by Tianjun Zhang, Aman Madaan, Zhang, Tianjun +13 · 5 citations
Decision Sciences · Engineering · Health Professions · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Occupational Health and Safety Research #Risk and Safety Analysis #Safety Systems Engineering in Autonomy
- Efficient Planning in a Compact Latent Action Space
2022/08/22 by Jiang, Zhengyao, Zhang, Tianjun, Janner, Michael +4 · 3 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG)
- LLM-Assisted Code Cleaning For Training Accurate Code Generators
2023/11/25 by Jain, Naman, Zhang, Tianjun, Chiang, Wei-Lin +3 · 4 citations
#FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering (cs.SE)
- Multitask Vision-Language Prompt Tuning
2022/11/21 by Shen, Sheng, Yang, Shijia, Zhang, Tianjun +4 · 3 citations
#Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Spectral Decomposition Representation for Reinforcement Learning
2022/08/19 by Tongzheng Ren, Ren, Tongzheng, Tianjun Zhang +9 · 3 citations
Computer Science · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Model Reduction and Neural Networks #Reinforcement Learning in Robotics
- Making Linear MDPs Practical via Contrastive Representation Learning
2022/07/14 by Tianjun Zhang, Tongzheng Ren, Zhang, Tianjun +9 · 3 citations
Computer Science · Engineering · #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Machine Learning and Algorithms #Sparse and Compressive Sensing Techniques
- Copilot Arena: A Platform for Code LLM Evaluation in the Wild
2025/02/13 by Wayne Chi, Valerie Chen, Chi, Wayne +16 · 5 citations
Computer Science · #Digital and Cyber Forensics #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
- Learning from Mistakes: Iterative Prompt Relabeling for Text-to-Image Diffusion Model Training
2023/12/23 by Chen, Xinyan, Ge, Jiaxin, Zhang, Tianjun +2 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- BeBold: Exploration Beyond the Boundary of Explored Regions
2020/12/15 by Tianjun Zhang, Zhang, Tianjun, Huazhe Xu +11 · 2 citations
Computer Science · Decision Sciences · #Advanced Bandit Algorithms Research #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Optimization and Search Problems #Reinforcement Learning in Robotics
- What I cannot execute, I do not understand: Training and Evaluating LLMs on Program Execution Traces
2025/02/10 by Armengol-Estapé, Jordi, Carbonneaux, Quentin, Zhang, Tianjun +8 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Programming Languages (cs.PL)
- A Free Lunch from the Noise: Provable and Practical Exploration for Representation Learning
2021/11/22 by Ren, Tongzheng, Zhang, Tianjun, Szepesvári, Csaba +1 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- LLoCO: Learning Long Contexts Offline
2024/04/11 by Sijun Tan, Xiuyu Li, Tan, Sijun +13 · 1 citation
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
- GaussianForest: Hierarchical-Hybrid 3D Gaussian Splatting for Compressed Scene Modeling
2024/06/13 by Zhang, Fengyi, Luo, Yadan, Zhang, Tianjun +2 · 1 citation
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimedia (cs.MM)
- Latent Variable Representation for Reinforcement Learning
2022/12/17 by Tongzheng Ren, Ren, Tongzheng, Chenjun Xiao +13 · 1 citation
Computer Science · #Reinforcement Learning in Robotics