Chuxu Zhang
Volen National Center for Complex Systems, 304
Degrees
University of Notre Dame, Ph.D.Rutgers University, M.S.
University of Electronic Science and Technology of China, B.E.
Expertise
Artificial Intelligence, Machine Learning, Deep Learning, Data MiningGraph Mining, Healthcare, Cybersecurity, User Modeling, Spatial-Temporal Data Analysis
Profile
Please visit my new faculty profile page.
I am a tenure-track assistant professor in the Computer Science Department at Brandeis University. My current research focuses on data science and artificial intelligence for graph mining, healthcare, cybersecurity, and interdisciplinary studies. I completed my PhD degree of Computer Science and Engineering at University of Notre Dame in 2020.
Courses Taught
| COSI | 133a | Graph Mining |
| COSI | 165b | Deep Learning |
| COSI | 241a | Advanced Topics in Graph Mining |
Awards and Honors
Provost Research Award, Brandeis University (2021)
Outstanding Graduate Research Assistant, University of Notre Dame (2020)
Scholarship
Guo, Zhichun and Zhang, Chuxu and Yu, Wenhao and Herr, John and Wiest, Olaf and Jiang, Meng and Chawla, Nitesh V.. "Few-Shot Graph Learning for Molecular Property Prediction." The Web Conference, Virtual Conference. April 19-23, 2021.
Zhang, Chuxu and Yao, Huaxiu and Yu, Lu and Huang, Chao and Song, Dongjin and Chen, Haifeng and Jiang, Meng and Chawla, Nitesh V.. "Inductive Contextual Relation Learning for Personalization." ACM Transactions on Information Systems (2021).
Guo, Zhichun and Yu, Wenhao and Zhang, Chuxu and Jiang, Meng and Chawla, Nitesh V.. "GraSeq: Graph and Sequence Fusion Learning for Molecular Property Prediction." The 29th ACM International Conference on Information & Knowledge Management, Virtual Conference. October 19–23, 2020.
Zhang, Chuxu and Yu, Lu and Saebi, Mandana and Jiang, Meng and Chawla, Nitesh. "Few-Shot Multi-Hop Relation Reasoning over Knowledge Bases." Findings of the Association for Computational Linguistics: EMNLP 2020, Online. November 16 - 20, 2020.