Natural Sciences and Engineering; Applied Sciences; Health Sciences
Jian Tang
- Professeur associé
-
Faculté des arts et des sciences - Département d'informatique et de recherche opérationnelle
Secondary number:
514 340-3834
(Travail 1)
Secondary email:
tangjianpku@gmail.com
(Travail)
Profile
Research expertise
Intérêts de recherche : apprentissage en profondeur, apprentissage par renforcement, apprentissage par représentation graphique, compréhension du langage naturel, systèmes de recommandation et découverte de médicaments
Biography
Jian Tang is an assistant professor at HEC Montréal and Mila and also to the Department of Computer Science and Operations Research. His research emphasis is on deep learning and reinforcement learning with applications in representational learning, recommender systems, and natural language comprehension.
Affiliations and responsabilities
Research affiliations
Teaching and supervision
Student supervision
Theses and dissertation supervision (Papyrus Institutional Repository)
2024
Towards combining deep learning and statistical relational learning for reasoning on graphs
Graduate : Qu, Meng
Cycle : Doctoral
Grade : Ph. D.
Cycle : Doctoral
Grade : Ph. D.
2024
Reasoning with structure : graph neural networks algorithms and applications
Graduate : Deac, Andreea-Ioana
Cycle : Doctoral
Grade : Ph. D.
Cycle : Doctoral
Grade : Ph. D.
2023
AI for molecule discovery with multi-modal knowledge
Graduate : Liu, Shengchao
Cycle : Doctoral
Grade : Ph. D.
Cycle : Doctoral
Grade : Ph. D.
Projects
Outreach
Publications and presentations
Disciplines
- Computer Science
- Molecular Biology
- Neurosciences
- Biomedical Sciences
- Biomedical Engineering
Areas of expertise
- Deep learning
- Graph theory
- Natural-language processing (NLP)
- Biomedical engineering