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Alexander Tong — most-cited papers & profile · Generative Models
← authors
·
overview
Alexander Tong
22
papers ·
27
citations ·
17
h-index
University of California San Diego · Sanford Consortium for Regenerative Medicine
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Semantic Scholar ↗
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Most-cited papers
Don't Retrain, Align: Adapting Autoregressive LMs to Diffusion LMs via Representation Alignment
2026
Entropy Across the Bridge: Conditional-Marginal Discretization for Flow and Schrödinger Samplers
2026
Foundations of Diffusion Models in General State Spaces: A Self-Contained Introduction
2025
Efficient Regression-Based Training of Normalizing Flows for Boltzmann Generators
2025
Branched Schrödinger Bridge Matching
2025
Progressive Inference-Time Annealing of Diffusion Models for Sampling from Boltzmann Densities
2025
Path Planning for Masked Diffusion Model Sampling
2025
Multimodal Data Visualization and Denoising with Integrated Diffusion
2021
Diffusion Earth Mover's Distance and Distribution Embeddings
2021
Time-inhomogeneous diffusion geometry and topology
2022
Neural FIM for learning Fisher Information Metrics from point cloud data
2023
Simulation-free Schrödinger bridges via score and flow matching
2023
Steering Masked Discrete Diffusion Models via Discrete Denoising Posterior Prediction
2024
Top co-authors
Guy Wolf
· 5
Avishek Joey Bose
· 4
Guillaume Huguet
· 4
Smita Krishnaswamy
· 4
Manik Kuchroo
· 3
Pranam Chatterjee
· 3
Yoshua Bengio
· 3
Fred Zhangzhi Peng
· 2
Jarrid Rector-Brooks
· 2
Kirill Neklyudov
· 2
Michael Bronstein
· 2
Michael M. Bronstein
· 2
Topics
cs.LG
cs.AI
Diffusion Models
stat.ML
cs.IT
math.IT
math.ST
stat.OT
stat.TH
q-bio.QM