FM 2026
Mon 18 - Fri 22 May 2026 Tokyo, Japan
Thu 21 May 2026 11:30 - 11:55 at 2F Auditorium - Session 2: Neural Networks Verification Chair(s): Mark van Wijk

Thu 21 May

Displayed time zone: Osaka, Sapporo, Tokyo change

10:40 - 12:30
Session 2: Neural Networks VerificationResearch Track at 2F Auditorium
Chair(s): Mark van Wijk University of Twente
10:40
25m
Talk
Exact Verification of Graph Neural Networks with Incremental Constraint Solving
Research Track
Minghao Liu University of Oxford, Chia-Hsuan Lu University of Oxford, Marta Kwiatkowska University of Oxford
11:05
25m
Talk
Formal Reasoning About Confidence and Automated Verification of Neural Networks
Research Track
Mohammad Afzal TCS Research Pune and IIT Bombay India, S. Akshay Indian Institute of Technology, Bombay, India, Blaise Genest IPAL - CNRS - CNRS@CREATE, Ashutosh Gupta Indian Institute of Technology Bombay
11:30
25m
Talk
Mining Verdict Boundaries for Neural Network Verification
Research Track
Jiawei Ren University of New South Wales, Guanqin Zhang University of New South Wales, Sydney, Zhenya Zhang Kyushu University, Yulei Sui University of New South Wales
11:55
25m
Talk
SAPSE-Synergy: Balancing Formal Soundness and Empirical Coverage in Neural Theorem Proving
Research Track
Minrui Chen Kyushu University, Huidong Jiang Institute of Science Tokyo, Hiroto Saigo Kyushu University