conftrace_

Mangal Prakash

7 papers · 2020–2025 · 3 conferences · across top CS/AI conferences

Achievements

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🌍 Conference Polyglot (3) 🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

ICLR (4) ICML (2) AISTATS (1)

Top co-authors

Rui Liao (4) Tommaso Mansi (4) Artem Moskalev (4) Florian Jug (3) Tianyu Cui (2) Junjie Xu (2) Shuwei Li (1) Paul Swoboda (1) Tobias Pietzsch (1) Alexander Krull (1)

Keywords

combinatorial optimization (1) cell tracking (1) primal-dual solver (1) dual block-coordinate ascent (1)

Papers

HELM: Hierarchical Encoding for mRNA Language Modeling ICLR 2025 Beyond Sequence: Impact of Geometric Context for RNA Property Prediction ICLR 2025 InfoSEM: A Deep Generative Model with Informative Priors for Gene Regulatory Network Inference ICML 2025 Geometric Hyena Networks for Large-scale Equivariant Learning ICML 2025 Interpretable Unsupervised Diversity Denoising and Artefact Removal ICLR 2022 Fully Unsupervised Diversity Denoising with Convolutional Variational Autoencoders ICLR 2021 A Primal-Dual Solver for Large-Scale Tracking-by-Assignment AISTATS 2020