conftrace_
← Authors

Yan Scholten

5 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (2) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

NIPS (3) ICLR (2)

Top co-authors

Stephan Günnemann (5) Jan Schuchardt (3) Aleksandar Bojchevski (2) Simon Geisler (1) Leo Schwinn (1)

Keywords

randomized smoothing (3) adversarial robustness (3) certified robustness (2) message passing (1) group equivariance (1) molecular property prediction (1) graph neural network (1) neural network (1) gray-box certificate (1) hierarchical smoothing (1) point cloud (1) geometric deep learning (1)

Papers

Provably Reliable Conformal Prediction Sets in the Presence of Data Poisoning ICLR 2025 A Probabilistic Perspective on Unlearning and Alignment for Large Language Models ICLR 2025 Provable Adversarial Robustness for Group Equivariant Tasks: Graphs, Point Clouds, Molecules, and More NIPS 2023 Hierarchical Randomized Smoothing NIPS 2023 Randomized Message-Interception Smoothing: Gray-box Certificates for Graph Neural Networks NIPS 2022