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Junfeng Fang
ORCID
Publication Activity (10 Years)
Years Active: 2023-2024
Publications (10 Years): 7
Top Topics
Graph Based Algorithm
Statistical Language Modeling
Directed Acyclic Graph
Neural Network
Top Venues
CoRR
ICLR
WSDM
NeurIPS
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Publications
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Kun Wang
,
Hao Wu
,
Guibin Zhang
,
Junfeng Fang
,
Yuxuan Liang
,
Yuankai Wu
,
Roger Zimmermann
,
Yang Wang
Modeling Spatio-temporal Dynamical Systems with Neural Discrete Learning and Levels-of-Experts.
CoRR
(2024)
Guibin Zhang
,
Yanwei Yue
,
Kun Wang
,
Junfeng Fang
,
Yongduo Sui
,
Kai Wang
,
Yuxuan Liang
,
Dawei Cheng
,
Shirui Pan
,
Tianlong Chen
Two Heads Are Better Than One: Boosting Graph Sparse Training via Semantic and Topological Awareness.
CoRR
(2024)
Junfeng Fang
,
Xinglin Li
,
Yongduo Sui
,
Yuan Gao
,
Guibin Zhang
,
Kun Wang
,
Xiang Wang
,
Xiangnan He
EXGC: Bridging Efficiency and Explainability in Graph Condensation.
CoRR
(2024)
Junfeng Fang
,
Shuai Zhang
,
Chang Wu
,
Zhiyuan Liu
,
Sihang Li
,
Kun Wang
,
Wenjie Du
,
Xiang Wang
,
Xiangnan He
MolTC: Towards Molecular Relational Modeling In Language Models.
CoRR
(2024)
Kun Wang
,
Yuxuan Liang
,
Pengkun Wang
,
Xu Wang
,
Pengfei Gu
,
Junfeng Fang
,
Yang Wang
Searching Lottery Tickets in Graph Neural Networks: A Dual Perspective.
ICLR
(2023)
Junfeng Fang
,
Xiang Wang
,
An Zhang
,
Zemin Liu
,
Xiangnan He
,
Tat-Seng Chua
Cooperative Explanations of Graph Neural Networks.
WSDM
(2023)
Junfeng Fang
,
Wei Liu
,
Yuan Gao
,
Zemin Liu
,
An Zhang
,
Xiang Wang
,
Xiangnan He
Evaluating Post-hoc Explanations for Graph Neural Networks via Robustness Analysis.
NeurIPS
(2023)