Hybrid Probabilistic Inference with Logical Constraints: Tractability and Message Passing. - Zhe Zeng; Fanqi Yan; Paolo Morettin; Antonio Vergari; Guy Van den Broeck (CoRR, 2019)

Scaling up Hybrid Probabilistic Inference with Logical and Arithmetic Constraints via Message Passing. - Zhe Zeng; Paolo Morettin; Fanqi Yan; Antonio Vergari; Guy Van den Broeck (ICML, 2020)

Probabilistic Inference with Algebraic Constraints: Theoretical Limits and Practical Approximations. - Zhe Zeng; Paolo Morettin; Fanqi Yan; Antonio Vergari; Guy Van den Broeck (NeurIPS, 2020)

Statistical Perspective of Top-K Sparse Softmax Gating Mixture of Experts. - Huy Nguyen; Pedram Akbarian; Fanqi Yan; Nhat Ho (ICLR, 2024)

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts. - Fanqi Yan; Huy Nguyen; Dung Le; Pedram Akbarian; Nhat Ho (CoRR, 2024)

Understanding Expert Structures on Minimax Parameter Estimation in Contaminated Mixture of Experts. - Fanqi Yan; Huy Nguyen; Le Quang Dung; Pedram Akbarian; Nhat Ho (AISTATS, 2025)

Sigmoid Self-Attention is Better than Softmax Self-Attention: A Mixture-of-Experts Perspective. - Fanqi Yan; Huy Nguyen; Pedram Akbarian; Nhat Ho; Alessandro Rinaldo (CoRR, 2025)

On Minimax Estimation of Parameters in Softmax-Contaminated Mixture of Experts. - Fanqi Yan; Huy Nguyen; Dung Le; Pedram Akbarian; Nhat Ho; Alessandro Rinaldo (CoRR, 2025)