MMSci: A Multimodal Multi-Discipline Dataset for PhD-Level
Scientific Comprehension Z Li, X Yang, K Choi, W Zhu, R Hsieh, HJ
Kim, JH Lim, S Ji, B Lee, X Yan, L. Petzold, S. Wilson, W. Lim, W. Wang
AI3MAT'24 (AI for Accelerated Materials Design) 2024
Spotlights [arxiv]
Mining Algorithm Roadmap in Scientific Publications, by H. Zha, W. Chen,
K. Li and X. Yan, KDD'19
(Proc. of the 25th Int. Conf. on Knowledge Discovery and Data Mining)
[pdf]
The Genome of the Jellyfish Aurelia and the Evolution of Animal
Complexity, by
D. Gold, T. Katsuki, Y. Li, X. Yan, M. Regulski, D. Ibberson, T. Holstein, R. Steele, D. Jacobs, and R.
Greenspan, Nature Ecology and Evolution, 2018. [pdf]
Unsupervised Neural Categorization for Scientific Publications,
by K. Li, H. Zha, Y. Su, X. Yan,
SDM'18
(SIAM Int. Conf. on Data
Mining), 2018. [pdf]
Fast Motif Discovery in Short Sequences,
by H. Liu, F. Han, H. Zhou, X. Yan,
K. Kosik,
ICDE'16
(Proc. of Int. Conf. on Data Engineering), 2016. [pdf]
Noise-Resistant Bicluster Recognition,
by H. Sun, G. Miao, X. Yan,
ICDM'13 (Proc.
2013 IEEE Int. Conf. on Data Mining), Dec 2013. [pdf]
A Graph-Based Approach to Systematically Reconstruct Human
Transcriptional Regulatory Modules, by X. Yan, M. Mehan, Y. Huang, M. S. Waterman, P. S. Yu, and X. Zhou.
ISMB'07a(the 15th Annual Int. Conf. on Intelligent Systems for Molecular
Biology), Jul. 2007. [pdf]
Systematic Discovery of Functional Modules and Context-Specific
Functional Annotation of Human Genome, by Y. Huang, H. Li, H. Hu, X. Yan, M. S. Waterman, H. Huang, and X.
Zhou. ISMB'07b(the 15th Annual Int. Conf. on Intelligent Systems for Molecular
Biology), Jul. 2007. [pdf]
Mining Coherent Dense Subgraphs Across Massive
Biological Networks for Functional Discovery,
by H. Hu, X. Yan, Y. Huang, J. Han, X.
Jasmine Zhou, ISMB'05
(also Bioinformatics). [pdf]
[website]