Fanqi Yan

4 papers · 2020–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🐝 Cross-Pollinator (15)

Conferences

AISTATS (1) ICLR (1) ICML (1) NIPS (1)

Top co-authors

Antonio Vergari (2) Zhe Zeng (2) nhật Hồ (2) Pedram Akbarian (2) Huy Nguyen (2) Guy Van den Broeck (2) Paolo Morettin (2) Le Quang Dung (1)

Keywords

exact inference (2) message passing (2) weighted model integration (2) probabilistic inference (2) satisfiability modulo theories (1) constraint satisfaction (1) factor graph (1) hybrid domain (1)

Papers

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts AISTATS 2025

Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts ICLR 2024

Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations NIPS 2020

Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing ICML 2020