Wei, Hua
- Revisiting Spatial-Temporal Similarity: A Deep Learning Framework for Traffic Prediction
2018/03/03 by Huaxiu Yao, Yao, Huaxiu, Xianfeng Tang +7 · 8 citations
Engineering · Social Sciences · #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Transportation Planning and Optimization
- A Survey on Traffic Signal Control Methods
2019/04/17 by Wei, Hua, Zheng, Guanjie, Gayah, Vikash +1 · 8 citations
#68Txx #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- Uncertainty Quantification and Confidence Calibration in Large Language Models: A Survey
2025/03/20 by Liu, Xiaoou, Chen, Tiejin, Da, Longchao +3 · 24 citations
#Computation and Language (cs.CL) #FOS: Computer and information sciences
- Learning Phase Competition for Traffic Signal Control
2019/05/12 by Zheng, Guanjie, Xiong, Yuanhao, Zang, Xinshi +6 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML)
- eTraM: Event-based Traffic Monitoring Dataset
2024/03/29 by Verma, Aayush Atul, Chakravarthi, Bharatesh, Vaghela, Arpitsinh +2 · 6 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences
- Political-LLM: Large Language Models in Political Science
2024/12/09 by Li, Lincan, Li, Jiaqi, Chen, Catherine +44 · 10 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences
- SafeLight: A Reinforcement Learning Method toward Collision-free Traffic Signal Control
2022/11/20 by Wenlu Du, Junyi Ye, Du, Wenlu +9 · 4 citations
Engineering · #Traffic control and management #Traffic Prediction and Management Techniques #Traffic and Road Safety
- Diagnosing Reinforcement Learning for Traffic Signal Control
2019/05/12 by Guanjie Zheng, Xinshi Zang, Zheng, Guanjie +13 · 3 citations
Engineering · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques #Traffic and Road Safety #Traffic control and management
- EV Dispatch Control for Supplementary Frequency Regulation Considering the Expectation of EV Owners
2016/08/13 by Hui Liu, Junjian Qi, Liu, Hui +9 · 2 citations
Engineering · #Advanced Battery Technologies Research #Electric Vehicles and Infrastructure #Electric and Hybrid Vehicle Technologies #FOS: Mathematics #Optimization and Control (math.OC)
- 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
- A Survey of Sim-to-Real Methods in RL: Progress, Prospects and Challenges with Foundation Models
2025/02/18 by Longchao Da, Justin Turnau, Da, Longchao +9 · 7 citations
Computer Science · #Model-Driven Software Engineering Techniques
- 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
- CoMAL: Collaborative Multi-Agent Large Language Models for Mixed-Autonomy Traffic
2024/10/18 by Huaiyuan Yao, Yao, Huaiyuan, Longchao Da +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)
- Generative AI for Autonomous Driving: Frontiers and Opportunities
2025/05/13 by Yuping Wang, Wang, Yuping, Shuo Xing +89 · 11 citations
Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Robotics (cs.RO) #Transportation and Mobility Innovations
- 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
- Uncertainty Regularized Evidential Regression
2024/01/03 by Kai Ye, Ye, Kai, Tiejin Chen +4 · 2 citations
Computer Science · #Anomaly Detection Techniques and Applications #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning and Data Classification #Neural Networks and Applications
- Generating In-Distribution Proxy Graphs for Explaining Graph Neural Networks
2024/02/03 by Zhuomin Chen, Jiaxing Zhang, Chen, Zhuomin +14 · 2 citations
Computer Science · #Advanced Graph Neural Networks #Neural Networks and Applications
- SEVD: Synthetic Event-based Vision Dataset for Ego and Fixed Traffic Perception
2024/04/12 by Aliminati, Manideep Reddy, Chakravarthi, Bharatesh, Verma, Aayush Atul +4 · 2 citations
#Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Learning to Simulate on Sparse Trajectory Data
2021/03/22 by Hua Wei, Chacha Chen, Wei, Hua +7 · 1 citation
Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #Autonomous Vehicle Technology and Safety #FOS: Computer and information sciences #Human Mobility and Location-Based Analysis #Machine Learning (cs.LG) #Traffic Prediction and Management Techniques
- MalLight: Influence-Aware Coordinated Traffic Signal Control for Traffic Signal Malfunctions
2024/08/19 by Yang, Qinchen, Xie, Zejun, Wei, Hua +2 · 3 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- LLMExplainer: Large Language Model based Bayesian Inference for Graph Explanation Generation
2024/07/22 by Zhang, Jiaxing, Liu, Jiayi, Luo, Dongsheng +2 · 2 citations
#Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- Understanding the Uncertainty of LLM Explanations: A Perspective Based on Reasoning Topology
2025/02/24 by Longchao Da, Da, Longchao, Xiaoou Liu +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)
- HumanLight: Incentivizing Ridesharing via Human-centric Deep Reinforcement Learning in Traffic Signal Control
2023/04/05 by Dimitris M. Vlachogiannis, Vlachogiannis, Dimitris M., Hua Wei +5 · 1 citation
Engineering · Social Sciences · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #FOS: Electrical engineering #Machine Learning (cs.LG) #Systems and Control (eess.SY) #Traffic control and management #Transportation Planning and Optimization #Transportation and Mobility Innovations #electronic engineering #information engineering
- When eBPF Meets Machine Learning: On-the-fly OS Kernel Compartmentalization
2024/01/11 by Zicheng Wang, Wang, Zicheng, Tiejin Chen +8 · 1 citation
Computer Science · #Advanced Malware Detection Techniques #Cryptography and Security (cs.CR) #FOS: Computer and information sciences #Machine Learning (cs.LG) #Network Security and Intrusion Detection #Operating Systems (cs.OS) #Security and Verification in Computing
- CityFlowER: An Efficient and Realistic Traffic Simulator with Embedded Machine Learning Models
2024/02/09 by Da, Longchao, Chu, Chen, Zhang, Weinan +1 · 1 citation
#FOS: Computer and information sciences #G.3 #Machine Learning (cs.LG) #Multiagent Systems (cs.MA)
- Privacy-preserving Fine-tuning of Large Language Models through Flatness
2024/03/07 by Chen, Tiejin, Da, Longchao, Zhou, Huixue +4 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2
- Generative AI in Transportation Planning: A Survey
2025/03/10 by Da, Longchao, Chen, Tiejin, Li, Zhuoheng +14 · 2 citations
#68T99 #90B06 #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #I.2.6 #I.2.8 #I.6.3 #J.2
- 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
- MagiNet: Mask-Aware Graph Imputation Network for Incomplete Traffic Data
2024/06/05 by Zhou, Jianping, Lu, Bin, Liu, Zhanyu +6 · 1 citation
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Machine Learning (cs.LG)
- MC-BEVRO: Multi-Camera Bird Eye View Road Occupancy Detection for Traffic Monitoring
2025/02/16 by Arpitsinh Vaghela, Vaghela, Arpitsinh, Duo Lü +9 · 1 citation
Engineering · Environmental Science · #Advanced Measurement and Detection Methods #Advanced Chemical Sensor Technologies #Water Quality Monitoring and Analysis