Tianjun Zhang

1. Gorilla: Large Language Model Connected with Massive APIs
   2023/05/24 by Shishir G. Patil, Tianjun Zhang, Patil, Shishir G. +5 · 4 voices · 185 citations
   #cs.CL #cs.AI
2. LiveCodeBench: Holistic and Contamination Free Evaluation of Large Language Models for Code
   2024/03/12 by Naman Jain, Jain, Naman, King Han +17 · 386 citations
   Computer Science · #Software Engineering Research #Model-Driven Software Engineering Techniques
3. AgentBench: Evaluating LLMs as Agents
   2023/08/07 by Xiao Liu, Hao Yu, Liu, Xiao +41 · 139 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
4. RAFT: Adapting Language Model to Domain Specific RAG
   2024/03/15 by Tianjun Zhang, Shishir G. Patil, Zhang, Tianjun +11 · 1 voice · 33 citations
   Computer Science · #Natural Language Processing Techniques #Topic Modeling #cs.AI #cs.CL
5. 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
6. Contrastive Learning as Goal-Conditioned Reinforcement Learning
   2022/06/15 by Benjamin Eysenbach, Tianjun Zhang, Eysenbach, Benjamin +5 · 1 voice · 37 citations
   Computer Science · #cs.LG #cs.AI
7. GoEX: Perspectives and Designs Towards a Runtime for Autonomous LLM Applications
   2024/04/10 by Shishir G. Patil, Tianjun Zhang, Patil, Shishir G. +20 · 2 voices · 2 citations
   Computer Science · #Distributed and Parallel Computing Systems
8. 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
9. Controllable Text-to-Image Generation with GPT-4
   2023/05/29 by Tianjun Zhang, Yi Zhang, Zhang, Tianjun +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
10. Synetgy
    2018/11/21 by Yifan Yang, Qijing Huang, Bichen Wu +8 · 1 voice · 1 citation
    Computer Science · Engineering · #Advanced Memory and Neural Computing #Advanced Neural Network Applications #Adversarial Robustness in Machine Learning #cs.AR #cs.CV
11. The Wisdom of Hindsight Makes Language Models Better Instruction Followers
    2023/02/10 by Tianjun Zhang, Fangchen Liu, Zhang, Tianjun +7 · 6 citations
    Computer Science · #Topic Modeling #Explainable Artificial Intelligence (XAI) #Machine Learning and Data Classification
12. 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
13. TEMPERA: Test-Time Prompting via Reinforcement Learning
    2022/11/21 by Tianjun Zhang, Xuezhi Wang, Zhang, Tianjun +7 · 5 citations
    Computer Science · #Topic Modeling #Multimodal Machine Learning Applications #Natural Language Processing Techniques
14. 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
15. Subnanometer Bimetallic Platinum–Zinc Clusters in Zeolites for Propane Dehydrogenation
    2020/04/07 by Qiming Sun, Ning Wang, Qiyuan Fan +18 · 5 citations
    Chemical Engineering · Materials Science · Chemistry · #Catalysis and Oxidation Reactions #Catalytic Processes in Materials Science #Zeolite Catalysis and Synthesis
16. 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
17. 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
18. Making Linear MDPs Practical via Contrastive Representation Learning
    2022/07/14 by Tianjun Zhang, Zhang, Tianjun, Tongzheng Ren +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
19. Copilot Arena: A Platform for Code LLM Evaluation in the Wild
    2025/02/13 by Wayne Chi, Valerie Chen, Chi, Wayne +16 · 6 citations
    Computer Science · #Digital and Cyber Forensics #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
20. 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
21. LLoCO: Learning Long Contexts Offline
    2024/04/11 by Sijun Tan, Tan, Sijun, Xiuyu Li +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
22. Latent Variable Representation for Reinforcement Learning
    2022/12/17 by Tongzheng Ren, Chenjun Xiao, Ren, Tongzheng +13 · 1 citation
    Computer Science · #Reinforcement Learning in Robotics