Maverick: Private and Verifiable LLM Inference Made Practical via Matrix-Vector Multiplication Delegation
Ben Merbaum*, Mohammad Amin Raeisi*, Wenhao Wang, Charalampos Papamanthou, Katerina Sotiraki, Fan Zhang
In submission, 2026 (* denotes equal contribution)
Certified but Private: Scalable Zero-Knowledge Proofs for Neural Network Guarantees
Youwei Zhong, Ben Merbaum, Timos Antonopoulos, Ning Luo, Charalampos Papamanthou, Katerina Sotiraki, Ruzica Piskac
Undergraduate Research Thesis
In fall of 2024, I completed my Honours Research Thesis under the supervision of Prof. Henri Darmon in the area of modular forms, Hecke operators, and Weierstrass Uniformization.
I gave a talk at Les séminaires universitaires en mathématiques à Montréal 2025 (SUMM) hosted by the Université de Montréal (UdeM). Here are my slides: