Scholar
Alexander Tong
Google Scholar ID: CS80pt4AAAAJ
Aithyra
Flow Models
Deep Learning
Optimal Transport
Single-cell
Protein design
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Citations & Impact
All-time
Citations
3,534
H-index
22
i10-index
39
Publications
20
Co-authors
18
list available
Contact
Email
atong@aithyra.at
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Publications
22 items
General Multimodal Protein Design Enables DNA-Encoding of Chemistry
2026
Cited
0
MIOFlow 2.0: A unified framework for inferring cellular stochastic dynamics from single cell and spatial transcriptomics data
2026
Cited
0
MacroGuide: Topological Guidance for Macrocycle Generation
2026
Cited
0
FALCON: Few-step Accurate Likelihoods for Continuous Flows
2025
Cited
0
OXtal: An All-Atom Diffusion Model for Organic Crystal Structure Prediction
2025
Cited
0
Foundations of Diffusion Models in General State Spaces: A Self-Contained Introduction
2025
Cited
0
Curly Flow Matching for Learning Non-gradient Field Dynamics
2025
Cited
0
Simulation-free Structure Learning for Stochastic Dynamics
2025
Cited
0
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Resume (English only)
Academic Achievements
Multiple papers accepted to ICLR 2025 on masked/continuous diffusion steering, CFGen (realistic flow matching in cells), and Meta FM (transferability)
Multiple papers accepted to ICML 2025, including Feynman-Kac steering of diffusion models (Spotlight), Scaling Boltzmann Generators, and FORT
Best Paper Award at ICML 2025 Gen Bio Workshop for FORT
Outstanding Paper Award at ICLR 2025 DELTA Workshop for P2 (improved sampling from masked diffusion models)
Three papers accepted to NeurIPS 2024
Co-presented tutorial on Geometric Generative Models at LoG Conference 2024 with Heli Ben-Hamu and Joey Bose
Co-organizing 'Frontiers in Probabilistic Inference: Sampling meets Learning' workshops at ICLR 2025 (Singapore) and NeurIPS 2025 (San Diego)
Developed FoldFlow: SE(3)-Stochastic Flow Matching for Protein Backbone Generation (ICLR 2024 Spotlight)
Co-authors
18 total
Guy Wolf
Université de Montréal; Mila
Smita Krishnaswamy
Yale University
Guillaume Huguet
Université de Montréal; Mila
Yoshua Bengio
Professor of computer science, University of Montreal, Mila, IVADO, CIFAR
Co-author 5
Jarrid Rector-Brooks
Université de Montréal, Mila, Caltech
Joey Bose
University of Oxford and Mila
Co-author 8
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