118 citations
Counting papers with at most 25 authors, so collaboration author lists do not stand in for the people here.
- City University of Hong KongHK10 papers
- City University of Hong Kong, Shenzhen Research InstituteCN3 papers
- Dongguan University of TechnologyCN3 papers
- ETH ZurichCH2 papers
- Zhejiang UniversityCN2 papers
- Beihang UniversityCN1 paper
- École Polytechnique Fédérale de LausanneCH1 paper
- Georg Simon Ohm University of Applied Sciences NurembergDE1 paper
- Hong Kong Polytechnic UniversityHK1 paper
- Huawei German Research CenterDE1 paper
- Huawei Technologies (Germany)DE1 paper
- Huazhong Agricultural UniversityCN1 paper
3 papers · 2 filters
Rethinking Graph Domain Adaptation: A Spectral Contrastive Perspective
Haoyu Zhang, Yuxuan Cheng, Wenqi Fan +2
Graph neural networks (GNNs) have achieved remarkable success in various domains, yet they often struggle with domain adaptation due to significant structural distribution shifts a…
Network-wide Freeway Traffic Estimation Using Sparse Sensor Data: A Dirichlet Graph Auto-Encoder Approach
Qishen Zhou, Yifan Zhang, Michail A. Makridis +3
Network-wide Traffic State Estimation (TSE), which aims to infer a complete image of network traffic states with sparsely deployed sensors, plays a vital role in intelligent transp…
MoGERNN: An Inductive Traffic Predictor for Unobserved Locations
Qishen Zhou, Yifan Zhang, Michail A. Makridis +3
Given a partially observed road network, how can we predict the traffic state of interested unobserved locations? Traffic prediction is crucial for advanced traffic management syst…