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Mislav Balunovic

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

17

Venues

8

Active years

2019–2025

Best venue rank

A*

Where they publish

Papers

17 indexed papers, newest first.

YearVenueTitleAuthors
2025ICLRLanguage Models are Advanced Anonymizers.Robin Staab, Mark Vero, Mislav Balunovic, Martin T. Vechev
2025ICMLMathConstruct: Challenging LLM Reasoning with Constructive Proofs.Mislav Balunovic, Jasper Dekoninck, Nikola Jovanovic, Ivo Petrov, Martin T. Vechev
2024ICLRBeyond Memorization: Violating Privacy via Inference with Large Language Models.Robin Staab, Mark Vero, Mislav Balunovic, Martin T. Vechev
2024ICMLCuTS: Customizable Tabular Synthetic Data Generation.Mark Vero, Mislav Balunovic, Martin T. Vechev
2024SPFrom Principle to Practice: Vertical Data Minimization for Machine Learning.Robin Staab, Nikola Jovanovic, Mislav Balunovic, Martin T. Vechev
2023ICMLFARE: Provably Fair Representation Learning with Practical Certificates.Nikola Jovanovic, Mislav Balunovic, Dimitar Iliev Dimitrov, Martin T. Vechev
2023ICMLTabLeak: Tabular Data Leakage in Federated Learning.Mark Vero, Mislav Balunovic, Dimitar Iliev Dimitrov, Martin T. Vechev
2022ECCVLatent Space Smoothing for Individually Fair Representations.Momchil Peychev, Anian Ruoss, Mislav Balunovic, Maximilian Baader, Martin T. Vechev
2022ICLRBayesian Framework for Gradient Leakage.Mislav Balunovic, Dimitar Iliev Dimitrov, Robin Staab, Martin T. Vechev
2022ICLRFair Normalizing Flows.Mislav Balunovic, Anian Ruoss, Martin T. Vechev
2021AAAIEfficient Certification of Spatial Robustness.Anian Ruoss, Maximilian Baader, Mislav Balunovic, Martin T. Vechev
2021CAVScalable Polyhedral Verification of Recurrent Neural Networks.Wonryong Ryou, Jiayu Chen, Mislav Balunovic, Gagandeep Singh, Andrei Marian Dan, Martin T. Vechev
2021ICCVRobustness Certification for Point Cloud Models.Tobias Lorenz, Anian Ruoss, Mislav Balunovic, Gagandeep Singh, Martin T. Vechev
2021ICLRCertify or Predict: Boosting Certified Robustness with Compositional Architectures.Mark Niklas Mller, Mislav Balunovic, Martin T. Vechev
2020ICLRAdversarial Training and Provable Defenses: Bridging the Gap.Mislav Balunovic, Martin T. Vechev
2019CCSLearning to Fuzz from Symbolic Execution with Application to Smart Contracts.Jingxuan He, Mislav Balunovic, Nodar Ambroladze, Petar Tsankov, Martin T. Vechev
2019ICMLDL2: Training and Querying Neural Networks with Logic.Marc Fischer, Mislav Balunovic, Dana Drachsler-Cohen, Timon Gehr, Ce Zhang, Martin T. Vechev