2025
A Distillation-based Future-aware Graph Neural Network for Stock Trend Prediction.
CoRR, February, 2025
AGHINT: Attribute-guided representation learning on heterogeneous information networks with transformer.
Knowl. Based Syst., 2025
A dynamic hypergraph attention network: Capturing market-wide spatiotemporal dependencies for stock selection.
Appl. Soft Comput., 2025
HGCLIP: Exploring Vision-Language Models with Graph Representations for Hierarchical Understanding.
Proceedings of the 31st International Conference on Computational Linguistics, 2025
2024
Navigating the Impact of Connected and Automated Vehicles on Mixed Traffic Efficiency: A Driving Behavior Perspective.
IEEE Internet Things J., December, 2024
Triple confidence measurement in knowledge graph with multiple heterogeneous evidences.
World Wide Web (WWW), November, 2024
CAVs as a Mobile Computing Platform: Task Offloading Strategy in Mixed Traffic Systems.
IEEE Internet Things J., October, 2024
Capacity of Vehicular Networks in Mixed Traffic With CAVs and Human-Driven Vehicles.
IEEE Internet Things J., May, 2024
AI-Driven Day-to-Day Route Choice.
CoRR, 2024
MONICA: Benchmarking on Long-tailed Medical Image Classification.
CoRR, 2024
Diffusion Model Driven Test-Time Image Adaptation for Robust Skin Lesion Classification.
CoRR, 2024
FasMe: Fast and Sample-efficient Meta Estimator for Precision Matrix Learning in Small Sample Settings.
Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024
Generalizing to Unseen Domains in Diabetic Retinopathy with Disentangled Representations.
Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2024, 2024
Factor Model-Based Large Covariance Estimation from Streaming Data Using a Knowledge-Based Sketch Matrix.
Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024
2023
Spectral Dual-Channel Encoding for Image Dehazing.
IEEE Trans. Circuits Syst. Video Technol., November, 2023
Engineering Traffic Prediction With Online Data Imputation: A Graph-Theoretic Perspective.
IEEE Syst. J., September, 2023
Revolution on Wheels: A Survey on the Positive and Negative Impacts of Connected and Automated Vehicles in Era of Mixed Autonomy.
IEEE Internet Things J., 2023
NurViD: A Large Expert-Level Video Database for Nursing Procedure Activity Understanding.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023
Capacity Analysis of Dedicated Lanes in Mixed Traffic with Human-Driven and Connected and Autonomous Vehicles.
Proceedings of the IEEE Global Communications Conference, 2023
2022
What is the Root Cause of Congestion in Urban Traffic Networks: Road Infrastructure or Signal Control?
IEEE Trans. Intell. Transp. Syst., 2022
Bayesian Path Inference Using Sparse GPS Samples With Spatio-Temporal Constraints.
IEEE Trans. Intell. Transp. Syst., 2022
2021
CityNet: A Multi-city Multi-modal Dataset for Smart City Applications.
,
,
,
,
,
,
,
,
,
,
,
CoRR, 2021
2020
Estimation of Link Travel Time Distribution With Limited Traffic Detectors.
IEEE Trans. Intell. Transp. Syst., 2020
2019
Modeling, Analysis and Application of Big Traffic Data for Intelligent Transportation Systems
PhD thesis, 2019
A Unified Spatio-Temporal Model for Short-Term Traffic Flow Prediction.
IEEE Trans. Intell. Transp. Syst., 2019
Estimating Link Travel Time Distribution Using Network Tomography Technique.
Proceedings of the 2019 IEEE Intelligent Transportation Systems Conference, 2019
2018
Applying Distributed Constraint Optimization Approach to the User Association Problem in Heterogeneous Networks.
IEEE Trans. Cybern., 2018
Decomposition-based sub-problem optimal solution updating direction-guided evolutionary many-objective algorithm.
Inf. Sci., 2018
A Trade-off Between Accuracy and Complexity: Short-term Traffic Flow Prediction with Spatio-temporal Correlations.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
A Unified STARIMA based Model for Short-term Traffic Flow Prediction.
Proceedings of the 21st International Conference on Intelligent Transportation Systems, 2018
2017
Applying DCOP to User Association Problem in Heterogeneous Networks with Markov Chain Based Algorithm.
CoRR, 2017
STARIMA-based Traffic Prediction with Time-varying Lags.
CoRR, 2017
2016
STARIMA-based traffic prediction with time-varying lags.
Proceedings of the 19th IEEE International Conference on Intelligent Transportation Systems, 2016