Recent News
POLAR-Express accepted at IEEE TCAD
Our paper "POLAR-Express: Efficient and Precise Formal Reachability Analysis of Neural-Network Controlled Systems" has been accepted for publication at IEEE TCAD. Congratulations to Weichao, Jiameng and our collaborators at Northwestern University, University of New Mexico, and University of Liverpool. Link to Tool: https://github.com/ChaoHuang2018/POLAR_Tool
Two papers accepted at the International Conference on Intelligent Transportation Systems (ITSC). Congratulations to Sabbir and our wonderful collaborators.
Paper on Optimal Control of Connected Automated Vehicles accepted at CCTA 2023 and won the Best Paper Award. Congratulations to Sabbir and our collaborators!
New paper on connected and autonomous vehicles (CAVs) security accepted at VehicleSec 2023. Congratulations to Sabbir who led the work!
Two papers accepted at AAMAS 2023. Congratulations to Kacper who led both works!
IARPA TrojAI Phase 2
Our team (with SRI International and Stony Brook) has been selected for Phase 2 of the TrojAI program. We will develop new technologies to defend AI systems from Trojan attacks.
New Sponsored Project by Intuit
New project sponsored by Intuit on developing a unified attribution analysis framework for interpretable deep learning.
Wenchao will be chairing the TPC subcommittee on Autonomous Systems (Automotive, Robotics, Drones) at DAC 2023
Please consider sending your strong papers to this track: https://www.dac.com/Conference/2023-Call-for-Contributions
POLAR accepted at ATVA’22
Congratulations to Jiameng and our wonderful collaborators. POLAR substantially outperforms current SOTA techniques for reachability analysis of neural network-controlled systems. arXiv preprint: https://arxiv.org/abs/2106.13867