Tianyu Shi
- Enhancing Code LLMs with Reinforcement Learning in Code Generation: A Survey
2024/12/29 by Junqiao Wang, Wang, Junqiao, Zhang Zeng +28 · 37 citations
Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Software Engineering (cs.SE)
- SCORE: Story Coherence and Retrieval Enhancement for AI Narratives
2025/03/30 by Yi Qiang, Yangfan He, Yi, Qiang +38 · 22 citations
Computer Science · Medicine · #Artificial Intelligence in Healthcare and Education #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
- CMAT: A Multi-Agent Collaboration Tuning Framework for Enhancing Small Language Models
2024/04/02 by Xuechen Liang, Liang, Xuechen, He, Yangfan +8 · 5 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Complexity (cs.CC) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Natural Language Processing Techniques #Topic Modeling
- Driving Decision and Control for Autonomous Lane Change based on Deep Reinforcement Learning
2019/04/23 by Tianyu Shi, Pin Wang, Shi, Tianyu +6 · 2 citations
Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Robotics (cs.RO) #Traffic control and management #Vehicle Dynamics and Control Systems
- Evaluating and Enhancing LLMs Agent based on Theory of Mind in Guandan: A Multi-Player Cooperative Game under Imperfect Information
2024/08/05 by Yauwai Yim, Chunkit Chan, Yim, Yauwai +10 · 5 citations
Computer Science · #Artificial Intelligence in Games
- FASIONAD : FAst and Slow FusION Thinking Systems for Human-Like Autonomous Driving with Adaptive Feedback
2024/11/27 by Kangan Qian, Qian, Kangan, Z. Ma +28 · 6 citations
Computer Science · #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Formal Methods in Verification #Reinforcement Learning in Robotics #Robotic Path Planning Algorithms #Robotics (cs.RO)
- Human-centric Reward Optimization for Reinforcement Learning-based Automated Driving using Large Language Models
2024/05/07 by Jingyue Zhang, Zhou, Ziqi, Zhang, Jingyue +8 · 3 citations
Computer Science · Engineering · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Reinforcement Learning in Robotics
- Infant Agent: A Tool-Integrated, Logic-Driven Agent with Cost-Effective API Usage
2024/11/02 by Bin Lei, Yuchen Li, Lei, Bin +17 · 4 citations
Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation
- DDPM-MoCo: Advancing Industrial Surface Defect Generation and Detection with Generative and Contrastive Learning
2024/05/09 by Yangfan He, He, Yangfan, Xinyan Wang +3 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Industrial Vision Systems and Defect Detection #Non-Destructive Testing Techniques #Welding Techniques and Residual Stresses
- FALCON: Feedback-driven Adaptive Long/short-term memory reinforced Coding Optimization system
2024/10/28 by Zeyuan Li, Yangfan He, Li, Zeyuan +13 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Neural Networks and Applications #Performance (cs.PF)
- Efficient Connected and Automated Driving System with Multi-agent Graph Reinforcement Learning
2020/07/06 by Tianyu Shi, Shi, Tianyu, Jiawei Wang +7 · 1 citation
Engineering · #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Traffic control and management #Transportation and Mobility Innovations
- RoleCraft-GLM: Advancing Personalized Role-Playing in Large Language Models
2023/12/17 by Meiling Tao, Xuechen Liang, Tao, Meiling +7 · 1 citation
Computer Science · Social Sciences · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational and Text Analysis Methods #FOS: Computer and information sciences #Machine Learning (cs.LG) #Topic Modeling
- Gradientsys: A Multi-Agent LLM Scheduler with ReAct Orchestration
2025/07/09 by Zeyu Wang, Song, Xinyuan, Wang, Zeyu +6 · 2 citations
Computer Science · #AI-based Problem Solving and Planning #Advanced Software Engineering Methodologies #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Multi-Agent Systems and Negotiation #Multiagent Systems (cs.MA)
- DebFlow: Automating Agent Creation via Agent Debate
2025/03/31 by Jung‐Jeng Su, Su, Jinwei, Xia, Yinghui +9 · 1 citation
Computer Science · Materials Science · #Artificial Intelligence (cs.AI) #Explainable Artificial Intelligence (XAI) #FOS: Computer and information sciences #Machine Learning in Materials Science #Topic Modeling
- CoWeaver: A Bi-directional, Learnable and Explainable Matching Engine for Mixed Human-Agent Science Collaboration
2026/07/17 by Jiayao Gu, Kexin Chu, Peidong Liu +5
#cs.MA #cs.AI #cs.CL
- The tragedy of assimilated defection: Asymmetric evolutionary dynamics and external hijacks in common-pool resources
2026/07/28 by Tianyu Shi, Junhao Lu, Hanqing Qian +1
Energy · Environmental Science · Social Sciences · #Ecosystem dynamics and resilience #Evolutionary Game Theory and Cooperation #Global Energy and Sustainability Research
- Physics-Guided Masked Multi-Task Network for Edge-Friendly Battery Health Diagnostics from Sto-chastically Fragmented Charging Profiles
2026/07/19 by Shuhao Chen, Tianyu Shi, Chengyi Tu
#cs.LG #cs.AI
- Dynamic Loss Balancing for Joint SOH and RUL Prediction of Lithium-Ion Batteries via a Rotary SOH-Injected Prior Battery Transformer
2026/07/19 by Shuhao Chen, Tianyu Shi, Yiwen Huang +1
#cs.LG #cs.AI