Talks

Invited Talks and Presentations

March 2026 — GFlowNets for Diverse Generation: Foundations and Applications to LLM Mathematical Reasoning. Spring School – AI for Impact (March 23–25, 2026), Ben Guerir, Morocco.
February 2026 — GFlowNets: Diverse Generation for LLM Mathematical Reasoning. Invited talk at EuroMed University of Fes (online).
January 2026 — Generative Modeling with Flow Networks and Applications in Sciences. Invited talk and mentorship at the MenaML Winter School 2026, KAUST, Saudi Arabia (300+ participants).
January 2026 — GFlowNets: Diverse Generative AI for Molecular and Biological Sequence Design. Invited talk and panelist at the AI for Science Symposium, Hamad Bin Khalifa University (HBKU), Doha.

November 2025 — GFlowNets for Scientific Discovery: From Mathematical Reasoning to Biological Sequence Design. Invited talk at the International Laboratory of Stochastic Algorithms and High-Dimensional Inference (HDI Lab), HSE University (online).
September 2025 — Teaching LLMs to Reason Diversely: Process Reward Models and Step-Level GFlowNets for Mathematical Problem Solving. Invited talk at Sorbonne University Abu Dhabi, Mathematics Department Seminar.
May 2025 — GFlowNets: A Novel Framework for Diverse Generation in Combinatorial and Continuous Spaces. Invited talk at Yandex Education (online).
May 2025 — A Tutorial on Probabilistic Reinforcement Learning. METIS Spring School, 3-hour lecture to an audience of 200+ students and researchers. [slides]
May 2025 — Advancing Scientific Discovery with Generative AI. Invited talk at the SKEMA Center for Artificial Intelligence (~70 students and faculty).
March 2025 — GFlowNets: An Introduction and Recent Advances. MBZUAI–Berkeley Joint Workshop on Emerging Directions of Machine Learning.
February 2025 — GFlowNets: A Novel Framework for Diverse Generation in Combinatorial and Continuous Spaces. Invited presentation at the MBZUAI Paris Workshop.

December 2024 — Advancing the Fourth Paradigm: Machine Learning Frameworks for Experimental Science. Keynote at the MoroccoAI 2024 conference.
September 2024 — Active Learning with Generative Flow Networks. Talk at Henceforth (~50 research engineers).
May 2024 — Canada–UAE Business Council (Montréal). Attended as AI Advisor.

November 2023 — Continuous GFlowNets. Mila GFlowNet Workshop (online). [video]
November 2023 — Large Language Models — A Historical Perspective. École Hassania des Travaux Publics (EHTP), ~150 faculty and students.
November 2023 — Large Language Models — A Historical Perspective. Henceforth, ~50 research engineers and faculty.
September 2023 — Generative Flow Networks. Intelligent Connectivity and Networks/Systems Group, University of Oulu (online).
June 2023 — Generative Flow Networks. Presentation to UM6P researchers and engineers (online).