Ding, Yiwen
- The Rise and Potential of Large Language Model Based Agents: A Survey
2023/09/14 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +54 · 225 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Topic Modeling
- Training Large Language Models for Reasoning through Reverse Curriculum Reinforcement Learning
2024/02/08 by Zhiheng Xi, Wen-Xiang Chen, Xi, Zhiheng +39 · 1 voice · 19 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Intelligent Tutoring Systems and Adaptive Learning #Machine Learning (cs.LG) #Online Learning and Analytics
- AgentGym: Evolving Large Language Model-based Agents across Diverse Environments
2024/06/06 by Zhiheng Xi, Yiwen Ding, Xi, Zhiheng +37 · 16 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- Logical Fallacy Detection
2022/02/28 by Jin, Zhijing, Lalwani, Abhinav, Vaidhya, Tejas +6 · 6 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computers and Society (cs.CY) #FOS: Computer and information sciences #Logic in Computer Science (cs.LO) #Machine Learning (cs.LG)
- Distill Visual Chart Reasoning Ability from LLMs to MLLMs
2024/10/24 by Wei He, Zhiheng Xi, He, Wei +15 · 12 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Mathematics, Computing, and Information Processing #Natural Language Processing Techniques #Semantic Web and Ontologies
- LongAgent: Scaling Language Models to 128k Context through Multi-Agent Collaboration
2024/02/18 by Jun Zhao, Can Zu, Zhao, Jun +15 · 7 citations
Computer Science · #Natural Language Processing Techniques #Semantic Web and Ontologies #Topic Modeling
- Enhancing LLM Reasoning via Critique Models with Test-Time and Training-Time Supervision
2024/11/25 by Zhiheng Xi, Xi, Zhiheng, Dingwen Yang +43 · 10 citations
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Software Engineering Research #Topic Modeling
- AgentGym-RL: Training LLM Agents for Long-Horizon Decision Making through Multi-Turn Reinforcement Learning
2025/09/10 by Zhiheng Xi, Xi, Zhiheng, Jixuan Huang +46 · 2 voices · 16 citations
Computer Science · #cs.LG #cs.AI #cs.CL
- MANTA: A Large-Scale Multi-View and Visual-Text Anomaly Detection Dataset for Tiny Objects
2024/12/06 by Fan, Lei, Fan, Dongdong, Hu, Zhiguang +5 · 7 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- L-invariants, partially de Rham families and local-global compatibility
2015/08/29 by Ding, Yiwen · 1 citation
#FOS: Mathematics #Number Theory (math.NT)
- Mitigating Tail Narrowing in LLM Self-Improvement via Socratic-Guided Sampling
2024/11/01 by Yiwen Ding, Ding, Yiwen, Zhiheng Xi +16 · 5 citations
Engineering · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Reservoir Engineering and Simulation Methods
- Self-Demos: Eliciting Out-of-Demonstration Generalizability in Large Language Models
2024/04/01 by He, Wei, Liu, Shichun, Zhao, Jun +6 · 1 citation
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- GrainSpace: A Large-scale Dataset for Fine-grained and Domain-adaptive Recognition of Cereal Grains
2022/03/10 by Lei Fan, Yiwen Ding, Fan, Lei +8 · 1 citation
Agricultural and Biological Sciences · Chemistry · Engineering · #Smart Agriculture and AI #Spectroscopy and Chemometric Analyses #Industrial Vision Systems and Defect Detection