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Rechercher

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

jian.tang@umontreal.ca

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)

2023

Deep geometric probabilistic models

Graduate : Xu, Minkai
Cycle : Master's
Grade : M. Sc.
2023

AI for molecule discovery with multi-modal knowledge

Graduate : Liu, Shengchao
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