Feb 1, 2025 |
Our paper Exact Certification of (Graph) Neural Networks Against Label Poisoning got accepted to ICLR 2025 (Spotlight, top 5.1%) .
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Dec 1, 2024 |
Our paper Provable Robustness of (Graph) Neural Networks Against Data Poisoning and Backdoor Attacks won the best paper award at AdvML-Frontiers@NeurIPS 2024 .
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Nov 15, 2024 |
I visited and gave an invited talk in the group of Prof. Martin Vechev at INSAIT. It was an amazing visit, thanks to Prof. Martin Vechev and his institute for inviting and hosting me!
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Nov 1, 2024 |
Our paper Assessing Robustness via Score-Based Adversarial Image Generation got accepted to TMLR .
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Jul 1, 2024 |
Our paper Relaxing Graph Transformers for Adversarial Attacks got accepted at Differentiable Almost Everything@ICML 2024 .
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Oct 1, 2023 |
Our paper Adversarial Training for Graph Neural Networks: Pitfalls, Solutions, and New Directions got accepted at
NeurIPS 2023 .
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Jun 1, 2023 |
Our paper Expressivity of Graph Neural Networks Through the Lens of Adversarial Robustness got accepted at
AdvML Frontiers@ICML2023 .
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Feb 1, 2023 |
Our paper Revisiting Robustness in Graph Machine Learning got accepted at ICLR 2023 .
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