Fri 5:45 a.m. - 6:00 a.m.
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Opening Remark
(
Introduction
)
>
SlidesLive Video
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🔗
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Fri 6:00 a.m. - 6:30 a.m.
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Invited Talk 1 (Gagandeep Singh): Proof Sharing and Transfer for Boosting Neural Network Verification
(
Talk
)
>
SlidesLive Video
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Gagandeep Singh
🔗
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Fri 6:30 a.m. - 6:45 a.m.
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Backward Reachability for Neural Feedback Loops
(
Poster
)
>
SlidesLive Video
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Nicholas Rober · Michael Everett · Jonathan How
🔗
|
Fri 6:45 a.m. - 7:00 a.m.
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Characterizing Neural Network Verification for Systems with NN4SysBench
(
Talk
)
>
SlidesLive Video
|
Haoyu He · Tianhao Wei · Huan Zhang · Changliu Liu · Cheng Tan
🔗
|
Fri 7:00 a.m. - 7:30 a.m.
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Break
|
🔗
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Fri 7:30 a.m. - 8:00 a.m.
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Invited Talk 2 (Anton Dahbura): Undeterminism and the AI Uncertainty Principle
(
Talk
)
>
SlidesLive Video
|
Anton Dahbura
🔗
|
Fri 8:00 a.m. - 8:30 a.m.
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Invited Talk 3 (M. Pawan Kumar): Neural Networks for Neural Network Verification
(
Talk
)
>
SlidesLive Video
|
M. Pawan Kumar
🔗
|
Fri 8:30 a.m. - 9:00 a.m.
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Morning Poster Session
(
Poster Session
)
>
|
🔗
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Fri 9:00 a.m. - 10:30 a.m.
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Lunch Break
|
🔗
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Fri 10:30 a.m. - 11:00 a.m.
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Invited Talk 4 (Suman Jana): Efficient Neural Network Verification using Branch and Bound
(
Talk
)
>
SlidesLive Video
|
Suman Jana
🔗
|
Fri 11:00 a.m. - 11:30 a.m.
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Invited Talk 5 (Somayeh Sojoudi): Computational Methods for Non-convex Machine Learning Problems
(
Talk
)
>
SlidesLive Video
|
Somayeh Sojoudi
🔗
|
Fri 11:30 a.m. - 11:45 a.m.
|
IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound
(
Talk
)
>
SlidesLive Video
|
Alessandro De Palma · Rudy Bunel · Krishnamurthy Dvijotham · M. Pawan Kumar · Robert Stanforth
🔗
|
Fri 11:45 a.m. - 12:00 p.m.
|
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation
(
Talk
)
>
SlidesLive Video
|
Wenxiao Wang · Alexander Levine · Soheil Feizi
🔗
|
Fri 12:00 p.m. - 12:30 p.m.
|
Break
|
🔗
|
Fri 12:30 p.m. - 1:00 p.m.
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Invited Talk 6 (Changliu Liu): Applications of Neural Verification on Robotics
(
Talk
)
>
SlidesLive Video
|
Changliu Liu
🔗
|
Fri 1:00 p.m. - 1:15 p.m.
|
Towards Optimal Randomized Smoothing: A Semi-Infinite Linear Programming Approach
(
Poster
)
>
SlidesLive Video
|
Brendon G. Anderson · Samuel Pfrommer · Somayeh Sojoudi
🔗
|
Fri 1:15 p.m. - 1:30 p.m.
|
Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis
(
Talk
)
>
SlidesLive Video
|
Melanie Ducoffe · David Vigouroux · Thomas Serre · Remi Cadene · Thomas FEL · Mikael Capelle
🔗
|
Fri 1:30 p.m. - 2:00 p.m.
|
Afternoon Poster Session
(
Poster Session
)
>
|
🔗
|
Fri 2:00 p.m. - 2:45 p.m.
|
Panel
(
Discussion Panel
)
>
SlidesLive Video
|
🔗
|
Fri 2:45 p.m. - 3:00 p.m.
|
Closing Remarks
(
Closing
)
>
SlidesLive Video
|
🔗
|
-
|
On Quantum Computing for Neural Network Robustness Verification
(
Poster
)
>
link
SlidesLive Video
|
Nicola Franco · Tom Wollschläger · Jeanette Lorenz · Stephan Günnemann
🔗
|
-
|
Verification-friendly Networks: the Case for Parametric ReLUs
(
Poster
)
>
link
SlidesLive Video
|
Patrick Henriksen · Francesco Leofante · Alessio Lomuscio
🔗
|
-
|
Formal Privacy Guarantees for Neural Network queries by estimating local Lipschitz constant
(
Poster
)
>
SlidesLive Video
|
Abhishek Singh · Praneeth Vepakomma · Vivek Sharma · Ramesh Raskar
🔗
|
-
|
Sound randomized smoothing in floating-point arithmetics
(
Poster
)
>
SlidesLive Video
|
Václav Voráček · Matthias Hein
🔗
|
-
|
Optimized Symbolic Interval Propagation for Neural Network Verification
(
Poster
)
>
SlidesLive Video
|
Philipp Kern · Marko Kleine Büning · Carsten Sinz
🔗
|
-
|
Sound and Complete Verification of Polynomial Networks
(
Poster
)
>
SlidesLive Video
|
Elias Abad Rocamora · Mehmet Fatih Sahin · Fanghui Liu · Grigorios Chrysos · Volkan Cevher
🔗
|
-
|
Safety Verification and Repair of Deep Neural Networks
(
Poster
)
>
SlidesLive Video
|
Xiaodong Yang · Tomoya Yamaguchi · Bardh Hoxha · Danil Prokhorov · Taylor Johnson
🔗
|
-
|
Robustness Verification for Contrastive Learning
(
Poster
)
>
SlidesLive Video
|
Zekai Wang · Weiwei Liu
🔗
|
-
|
CertiFair: A Framework for Certified Global Fairness of Neural Networks
(
Poster
)
>
SlidesLive Video
|
Haitham Khedr · Yasser Shoukry
🔗
|
-
|
Neural Network Compression of ACAS Xu Early Prototype is Unsafe: Closed-Loop Verification through Quantized State Backreachability
(
Poster
)
>
link
SlidesLive Video
|
Stanley Bak · Dung Tran
🔗
|
-
|
Programmatic Reinforcement Learning with Formal Verification
(
Poster
)
>
SlidesLive Video
|
Yuning Wang · He Zhu
🔗
|
-
|
Toward Certified Robustness Against Real-World Distribution Shifts
(
Poster
)
>
SlidesLive Video
|
Haoze Wu · TERUHIRO TAGOMORI · Alex Robey · Fengjun Yang · Nikolai Matni · George J. Pappas · Hamed Hassani · Corina Pasareanu · Clark Barrett
🔗
|
-
|
Verification of Neural Ordinary Differential Equations using Reachability Analysis
(
Poster
)
>
link
SlidesLive Video
|
Diego Manzanas Lopez · Patrick Musau · Nathaniel Hamilton · Taylor T Johnson
🔗
|
-
|
Robust Training and Verification of Implicit Neural Networks: A Non-Euclidean Contractive Approach
(
Poster
)
>
SlidesLive Video
|
Saber Jafarpour · Alexander Davydov · Matthew Abate · Francesco Bullo · Samuel Coogan
🔗
|
-
|
Improving adversarial robustness via joint classification and multiple explicit detection classes
(
Poster
)
>
SlidesLive Video
|
Sina Baharlouei · Fatemeh Sheikholeslami · Meisam Razaviyayn · Zico Kolter
🔗
|
-
|
ReCIPH: Relational Coefficients for Input Partitioning Heuristic
(
Poster
)
>
SlidesLive Video
|
Serge Durand · Augustin Lemesle
🔗
|
-
|
Certified Robustness Against Natural Language Attacks by Causal Intervention
(
Poster
)
>
SlidesLive Video
|
Haiteng Zhao · Chang Ma · Xinshuai Dong · Anh Tuan Luu · Zhi-Hong Deng · Hanwang Zhang
🔗
|
-
|
Towards Optimal Randomized Smoothing: A Semi-Infinite Linear Programming Approach
(
Poster
)
>
link
|
Brendon G. Anderson · Samuel Pfrommer · Somayeh Sojoudi
🔗
|
-
|
Backward Reachability for Neural Feedback Loops
(
Poster
)
>
|
Nicholas Rober · Michael Everett · Jonathan How
🔗
|
-
|
IBP Regularization for Verified Adversarial Robustness via Branch-and-Bound
(
Poster
)
>
link
|
Alessandro De Palma · Rudy Bunel · Krishnamurthy Dvijotham · M. Pawan Kumar · Robert Stanforth
🔗
|
-
|
Improved Certified Defenses against Data Poisoning with (Deterministic) Finite Aggregation
(
Poster
)
>
|
Wenxiao Wang · Alexander Levine · Soheil Feizi
🔗
|
-
|
Characterizing Neural Network Verification for Systems with NN4SysBench
(
Poster
)
>
|
Haoyu He · Cheng Tan
🔗
|
-
|
Don't Lie to Me! Robust and Efficient Explainability with Verified Perturbation Analysis
(
Poster
)
>
|
Melanie Ducoffe · David Vigouroux · Thomas Serre · Remi Cadene · Mikael Capelle · Thomas FEL
🔗
|