Journal
ACM WWW 2026: Zhipeng Liu, Peibo Duan, …, We Need a More Robust Classifier: Dual Causal Learning Empowers Domain-Incremental Time Series Classification, 2026.
Yongsheng Huang, Peibo Duan, …, CogniSNN: Enabling Neuron-Expandability, Pathway-Reusability, and Dynamic-Configurability with Random Graph Architectures in Spiking Neural Networks, 2025.
Expert Systems with Applications: Zhipeng Liu, Peibo Duan, …, TimeFormer: Transformer with attention modulation empowered by temporal characteristics for time series forecasting, 2025, 307.
Transportation Research Part C: Emerging Technologies: Leizhen Wang, Peibo Duan, …, Agentic Large Language Models for day-to-day route choices,2025, 180.
Leizhen Wang, Peibo Duan, …, EvolveSignal: A Large Language Model Powered Coding Agent for Discovering Traffic Signal Control Algorithms, 2025.
Expert Systems with Applications: Zhipeng Liu, Peibo Duan, …, An attributed multiplex network enabled GNN-based stock predictor with observable and non-observable information, 2025, 296(B).
Communications in Transportation Research: Leizhen Wang, Peibo Duan, …, Scalable and reliable multi-agent reinforcement learning for traffic assignment, 2025, 5.
Leizhen Wang, Peibo Duan, …, Reinforcement Learning-based Sequential Route Recommendation for System-Optimal Traffic Assignment, 2025.
Kai Sun, Peibo Duan, …, ILIF: Temporal Inhibitory Leaky Integrate-and-Fire Neuron for Overactivation in Spiking Neural Networks, 2025.
Yongsheng Huang, Peibo Duan, …, CogniSNN: An Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity, 2025.
Yongsheng Huang, Peibo Duan, …, CogniSNN: An Exploration to Random Graph Architecture based Spiking Neural Networks with Enhanced Depth-Scalability and Path-Plasticity, 2025.
IEEE Transactions on Intelligent Transportation Systems: Limei Liu, Peibo Duan, …, Spatiotemporal Generalization Graph Neural Network-Based Prediction Models by Considering Morphological Diversity in Traffic Networks, 2025, 26(7): 9993-10007.
IEEE Transactions on Intelligent Transportation Systems: Wenwei Yue, Peibo Duan, …, What Is the Root Cause of Congestion in Urban Traffic Networks: Road Infrastructure or Signal Control?, 2021: 1-18.
IEEE Transactions on Intelligent Transportation Systems: Jun Kang, Peibo Duan, …, Bayesian Path Inference Using Sparse GPS Samples With Spatio-Temporal Constraints,2021: 1-13.
IEEE Transactions on Intelligent Transportation Systems: Peibo Duan, …, Estimation of link travel time distribution with limited traffic detectors, 2019, 9(21): 3730-3743.
IEEE Transactions on Intelligent Transportation Systems: Peibo Duan, …, A unified spatio-temporal model for short-term traffic flow prediction, 2018, 9(20): 3212-3223.
Information Sciences: Zhao Haitong, Peibo Duan, …, Decomposition-based sub-problem optimal solution updating direction-guided evolutionary many-objective algorithm, 2018, (448–449): 91-111.
IEEE transactions on cybernetics: Peibo Duan, …, Applying distributed constraint optimization approach to the user association problem in heterogeneous networks, 2017, 6(48): 1696-1707.
Journal of Software: Peibo Duan, …, Research Progress in Distributed Constraint Optimization Method, 2016, 27(2): 264-279.
The Scientific World Journal: Peibo Duan, …, A local stability supported parallel distributed constraint optimization algorithm, 2014.
Communications and Information Processing: Peibo Duan, …, An Execution Behavior Simulation Framework for Composite Web Service, 2012.
Conference
Neural Information Processing: Xiaosha Xue, Peibo Duan, …, Gated Fusion Enhanced Multi-scale Hierarchical Graph Convolutional Network for Stock Movement Prediction, 2025: 381–395.
Artificial Neural Networks and Machine Learning – ICANN 2025: Qingwei Zeng, Peibo Duan, …, A Subject-Independent Stress Detection Model Based on Temporal Feature Disentanglement, 2025: 441–452.
2019 IEEE Intelligent Transportation Systems Conference (ITSC): Peibo Duan, …, Estimating Link Travel Time Distribution Using Network Tomography Technique, 2019: 2598-2603.
2018 21st International Conference on Intelligent Transportation Systems (ITSC): Peibo Duan, …, A unified STARIMA based model for short-term traffic flow prediction, 2018: 1652-1657.
2018 21st International Conference on Intelligent Transportation Systems (ITSC): Peibo Duan, …, A Trade-off between Accuracy and Complexity: Short-term Traffic Flow Prediction with Spatio-temporal Correlations, 2018: 1658-1663.
2016 IEEE 19th International Conference on Intelligent Transportation Systems (ITSC): Peibo Duan, …, STARIMA-based traffic prediction with time-varying lags, 2016: 1610-1615.