Karush Suri

4 papers · 2022–2025 · 2 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (12)

Venues

NeurIPS (3) ICML (1)

Top co-authors

Frederik Wenkel (2) Philip Fradkin (2) Maciej Sypetkowski (2) Dominique Beaini (2) Ali Bashashati (1) Auguste Genovesio (1) Xiao Qi Shi (1) Emmanuel Noutahi (1) Yassir El Mesbahi (1) Yuri Lawryshyn (1)

Research topics

Artificial Intelligence (4) Core AI (4) Machine Learning (3) Deep Learning (2) Learning Types · Machine Learning (2) Reinforcement Learning (1) Application Areas (1) Architectures (1) Learning Paradigms (1) Learning Types · Deep Learning (1) Methods (1) Optimization & Theory (1) Techniques (1)

Keywords

foundation model (2) drug discovery (2) knowledge distillation (1) free energy (1) collaborative learning (1) cross-modal alignment (1) molecular graph (1) energy-based model (1) scaling behavior (1) zero-shot retrieval (1) morphological feature (1) graph neural network (1) molecular structure (1) surprise minimization (1) free-energy minimization (1) phenomic experiment (1) perturbation embedding augmentation (1) multi-agent reinforcement learning (1) weakly paired datasets (1) contrastive learning (1)

Papers

A Cross Modal Knowledge Distillation & Data Augmentation Recipe for Improving Transcriptomics Representations through Morphological Features ICML 2025 How Molecules Impact Cells: Unlocking Contrastive PhenoMolecular Retrieval NeurIPS 2024 On the Scalability of GNNs for Molecular Graphs NeurIPS 2024 Surprise Minimizing Multi-Agent Learning with Energy-based Models NeurIPS 2022