
Jian Tang
- Professeur associé
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Faculté des arts et des sciences - Département d'informatique et de recherche opérationnelle
Media
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)
Towards combining deep learning and statistical relational learning for reasoning on graphs
Cycle : Doctoral
Grade : Ph. D.
Reasoning with structure : graph neural networks algorithms and applications
Cycle : Doctoral
Grade : Ph. D.
Learning representations for reasoning : generalizing across diverse structures
Cycle : Doctoral
Grade : Ph. D.
AI for molecule discovery with multi-modal knowledge
Cycle : Doctoral
Grade : Ph. D.
Disciplines
- Computer Science
- Molecular Biology
- Neurosciences
- Biomedical Sciences
- Biomedical Engineering
Areas of expertise
- Deep learning
- Graph theory
- Natural-language processing (NLP)
- Biomedical engineering