Longchao Da

1. A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models
   2025/02/18 by Longchao Da, Da, Longchao, Justin Turnau +9 · 8 citations
   Computer Science · #Model-Driven Software Engineering Techniques
2. Prompt to Transfer: Sim-to-Real Transfer for Traffic Signal Control with Prompt Learning
   2023/08/28 by Longchao Da, Da, Longchao, Hao Mei +4 · 4 citations
   Engineering · #Traffic Prediction and Management Techniques
3. LLM Uncertainty Quantification through Directional Entailment Graph and Claim Level Response Augmentation
   2024/07/01 by Longchao Da, Tiejin Chen, Da, Longchao +5 · 4 citations
   Decision Sciences · Engineering · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Fault Detection and Control Systems #I.2.7 #Risk and Safety Analysis
4. CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic
   2024/10/18 by Huaiyuan Yao, Longchao Da, Yao, Huaiyuan +11 · 5 citations
   Computer Science · #68T42 #90B20 #90C27 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.4.2 #I.2.11 #I.2.9 #Multi-Agent Systems and Negotiation #Robotics (cs.RO)
5. Uncertainty Quantification of Large Language Models through Multi-Dimensional Responses
   2025/02/24 by Tiejin Chen, Xiaoou Liu, Chen, Tiejin +9 · 5 citations
   Social Sciences · Computer Science · #Computational and Text Analysis Methods #Topic Modeling
6. Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology
   2025/02/24 by Longchao Da, Xiaoou Liu, Da, Longchao +7 · 3 citations
   Computer Science · Social Sciences · #68Q32 #68T37 #68T50 #Artificial Intelligence (cs.AI) #Artificial Intelligence in Law #Computation and Language (cs.CL) #FOS: Computer and information sciences #I.2.4 #I.2.6 #I.2.7 #Law, AI, and Intellectual Property #Symbolic Computation (cs.SC)
7. SynTraC: A Synthetic Dataset for Traffic Signal Control from Traffic Monitoring Cameras
   2024/08/18 by Tiejin Chen, Prithvi Shirke, Chen, Tiejin +13 · 1 citation
   Engineering · Computer Science · #Traffic Prediction and Management Techniques #Time Series Analysis and Forecasting #Data Visualization and Analytics
8. DADiff: Diffusion-Driven Cross-Domain Policy Adaptation for Reinforcement Learning
   2026/07/17 by Hanyang Chen, Anirudh Satheesh, Longchao Da +1
   #cs.LG #cs.AI