conftrace_

Viktor Zaverkin

6 papers · 2023–2025 · 3 conferences · across top CS/AI conferences

Achievements

Jump to papers ↓

🌍 Conference Polyglot (3) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICML (4) JMLR (1) NIPS (1)

Top co-authors

Mathias Niepert (5) Takashi Maruyama (2) Henrik Christiansen (2) Federico Errica (2) Francesco Alesiani (2) Makoto Takamoto (2) Ingo Steinwart (1) Nicolas Weber (1) Christopher Morris (1) Luis Müller (1)

Keywords

neural tangent kernel (1) gaussian process (1) machine learning (1) batch active learning (1) neural network regression (1) interatomic potential (1) cartesian tensor (1) atomistic simulation (1) equivariant message passing (1) spherical tensor (1)

Papers

Adaptive Message Passing: A General Framework to Mitigate Oversmoothing, Oversquashing, and Underreaching ICML 2025 Physics-Informed Weakly Supervised Learning For Interatomic Potentials ICML 2025 Position: Graph Learning Will Lose Relevance Due To Poor Benchmarks ICML 2025 Higher-Rank Irreducible Cartesian Tensors for Equivariant Message Passing NIPS 2024 Structure-Aware E(3)-Invariant Molecular Conformer Aggregation Networks ICML 2024 A Framework and Benchmark for Deep Batch Active Learning for Regression JMLR 2023