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Mufei Li
Publication Activity (10 Years)
Years Active: 2019-2024
Publications (10 Years): 7
Top Topics
Attributed Graphs
Frequent Subgraph Mining
Diffusion Models
Life Sciences
Top Venues
CoRR
Briefings Bioinform.
KDD
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Publications
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Tengfei Ma
,
Xiang Song
,
Wen Tao
,
Mufei Li
,
Jiani Zhang
,
Xiaoqin Pan
,
Jianxin Lin
,
Bosheng Song
,
Xiangxiang Zeng
KGExplainer: Towards Exploring Connected Subgraph Explanations for Knowledge Graph Completion.
CoRR
(2024)
Mufei Li
,
Eleonora Kreacic
,
Vamsi K. Potluru
,
Pan Li
GraphMaker: Can Diffusion Models Generate Large Attributed Graphs?
CoRR
(2023)
Zichen Wang
,
Vassilis N. Ioannidis
,
Huzefa Rangwala
,
Tatsuya Arai
,
Ryan Brand
,
Mufei Li
,
Yohei Nakayama
Graph Neural Networks in Life Sciences: Opportunities and Solutions.
KDD
(2022)
Fengqing Lu
,
Mufei Li
,
Xiaoping Min
,
Chunyan Li
,
Xiangxiang Zeng
De novo generation of dual-target ligands using adversarial training and reinforcement learning.
Briefings Bioinform.
22 (6) (2021)
Fabio Broccatelli
,
Richard Trager
,
Michael Reutlinger
,
George Karypis
,
Mufei Li
Benchmarking Accuracy and Generalizability of Four Graph Neural Networks Using Large In Vitro ADME Datasets from Different Chemical Spaces.
CoRR
(2021)
Mufei Li
,
Jinjing Zhou
,
Jiajing Hu
,
Wenxuan Fan
,
Yangkang Zhang
,
Yaxin Gu
,
George Karypis
DGL-LifeSci: An Open-Source Toolkit for Deep Learning on Graphs in Life Science.
CoRR
(2021)
Minjie Wang
,
Lingfan Yu
,
Da Zheng
,
Quan Gan
,
Yu Gai
,
Zihao Ye
,
Mufei Li
,
Jinjing Zhou
,
Qi Huang
,
Chao Ma
,
Ziyue Huang
,
Qipeng Guo
,
Hao Zhang
,
Haibin Lin
,
Junbo Zhao
,
Jinyang Li
,
Alexander J. Smola
,
Zheng Zhang
Deep Graph Library: Towards Efficient and Scalable Deep Learning on Graphs.
CoRR
(2019)