关注
Kun Wang
标题
引用次数
引用次数
年份
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective
K Wang, Y Liang, P Wang, X Wang, P Gu, J Fang, Y Wang
The Eleventh International Conference on Learning Representations (ICLR 2023), 2022
242022
Deciphering spatio-temporal graph forecasting: A causal lens and treatment
Y Xia, Y Liang, H Wen, X Liu, K Wang, Z Zhou, R Zimmermann
Conference on Neural Information Processing Systems (Neurips 2023), 2023
232023
Practical synthetic human trajectories generation based on variational point processes
Q Long, H Wang, T Li, L Huang, K Wang, Q Wu, G Li, Y Liang, L Yu, Y Li
Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and …, 2023
172023
Maintaining the Status Quo: Capturing Invariant Relations for OOD Spatiotemporal Learning
Z Zhou, Q Huang, K Yang, K Wang, X Wang, Y Zhang, Y Liang, Y Wang
KDD 2023, 2023
162023
Brave the Wind and the Waves: Discovering Robust and Generalizable Graph Lottery Tickets
K Wang, Y Liang, X Li, G Li, B Ghanem, R Zimmermann, H Yi, Y Zhang, ...
IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI 2023), 2023
142023
Earthfarseer: Versatile Spatio-Temporal Dynamical Systems Modeling in One Model
H Wu, S Wang, Y Liang, Z Zhou, W Huang, W Xiong, K Wang
(* corresponding author) AAAI 2024, 2024
132024
The snowflake hypothesis: Training deep GNN with one node one receptive field
K Wang, G Li, S Wang, G Zhang, K Wang, Y You, X Peng, Y Liang, ...
arXiv preprint arXiv:2308.10051, 2023
132023
Moltc: Towards molecular relational modeling in language models
J Fang, S Zhang, C Wu, Z Yang, Z Liu, S Li, K Wang, W Du, X Wang
arXiv preprint arXiv:2402.03781, 2024
102024
Exgc: Bridging efficiency and explainability in graph condensation
J Fang, X Li, Y Sui, Y Gao, G Zhang, K Wang, X Wang, X He
(corresponding author) WWW 2024, 2024
102024
A2DJP: A two graph-based component fused learning framework for urban anomaly distribution and duration joint-prediction
K Wang, Z Zhou, X Wang, P Wang, Q Fang, Y Wang
IEEE Transactions on Knowledge and Data Engineering (TKDE 2022), 2022
102022
On regularization for explaining graph neural networks: An information theory perspective
J Fang, G Zhang, K Wang, W Du, Y Duan, Y Wu, R Zimmermann, X Chu, ...
IEEE Transactions on Knowledge and Data Engineering (*Corresponding author), 2024
82024
Modeling spatio-temporal dynamical systems with neural discrete learning and levels-of-experts
K Wang, H Wu, G Zhang, J Fang, Y Liang, Y Wu, R Zimmermann, Y Wang
IEEE Transactions on Knowledge and Data Engineering, 2024
82024
Attend who is weak: Enhancing graph condensation via cross-free adversarial training
X Li, K Wang, H Deng, Y Liang, D Wu
(* Corresponding author) arXiv preprint arXiv:2311.15772, 2023
72023
Estimation of urban travel time with sparse traffic surveillance data
K Shao, K Wang, L Chen, Z Zhou
Proceedings of the 2020 4th high performance computing and cluster …, 2020
72020
Two trades is not baffled: Condense graph via crafting rational gradient matching
T Zhang, Y Zhang, K Wang, K Wang, B Yang, K Zhang, W Shao, P Liu, ...
arXiv preprint arXiv:2402.04924, 2024
62024
Two heads are better than one: Boosting graph sparse training via semantic and topological awareness
G Zhang, Y Yue, K Wang, J Fang, Y Sui, K Wang, Y Liang, D Cheng, ...
arXiv preprint arXiv:2402.01242 (ICML 2024 Corresponding author), 2024
62024
Graph Lottery Ticket Automated
G Zhang, K Wang, W Huang, Y Yue, Y Wang, R Zimmermann, A Zhou, ...
ICLR 2024 (Equal Contribution), 2023
62023
SMG-BERT: integrating stereoscopic information and chemical representation for molecular property prediction
J Zhang, W Du, X Yang, D Wu, J Li, K Wang, Y Wang
Frontiers in Molecular Biosciences 10, 1216765, 2023
42023
Spatio-temporal fluid dynamics modeling via physical-awareness and parameter diffusion guidance
H Wu, F Xu, Y Duan, Z Niu, W Wang, G Lu, K Wang, Y Liang, Y Wang
(Corresponding author *) arXiv preprint arXiv:2403.13850, 2024
32024
Spatio-temporal twins with a cache for modeling long-term system dynamics
H Wu, K Wang, F Xu, Y Li, X Wang, W Wang, H Wang, X Luo
32023
系统目前无法执行此操作,请稍后再试。
文章 1–20