Value Gradient Guidance for Flow Matching Alignment
Zhen Liu, Tim Xiao, Carles Domingo-Enrich, Weiyang Liu, Dinghuai Zhang
NeurIPS 2025 | October 2025
Carles Domingo-Enrich
Senior Researcher
Publications
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Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim, C. Lee, Carles Domingo-Enrich, Yilun Du, S. Kakade, Timothy Ngotiaoco, Sitan Chen, M. S. Albergo
ICLR 2026 | August 2025
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Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
Denis Blessing, Julius Berner, Lorenz Richter, Carles Domingo-Enrich, Yuanqi Du, Arash Vahdat, Gerhard Neumann
NeurIPS 2025 | August 2025
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Toward deep learning sequence–structure co-generation for protein design
Chentong Wang, Sarah Alamdari, Carles Domingo-Enrich, Ava P. Amini, Kevin Kaichuang Yang
Current Opinion in Structural Biology | March 2025
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Cheap Permutation Testing
Carles Domingo-Enrich, Raaz Dwivedi, Lester Mackey
March 2025
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Value Gradient Guidance for Flow Matching Alignment
Zhen Liu, Tim Xiao, Carles Domingo-Enrich, Weiyang Liu, Dinghuai Zhang
NeurIPS 2025 | October 2025
-
Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim, C. Lee, Carles Domingo-Enrich, Yilun Du, S. Kakade, Timothy Ngotiaoco, Sitan Chen, M. S. Albergo
ICLR 2026 | August 2025
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Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
Denis Blessing, Julius Berner, Lorenz Richter, Carles Domingo-Enrich, Yuanqi Du, Arash Vahdat, Gerhard Neumann
NeurIPS 2025 | August 2025
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Toward deep learning sequence–structure co-generation for protein design
Chentong Wang, Sarah Alamdari, Carles Domingo-Enrich, Ava P. Amini, Kevin Kaichuang Yang
Current Opinion in Structural Biology | March 2025
-
Cheap Permutation Testing
Carles Domingo-Enrich, Raaz Dwivedi, Lester Mackey
March 2025
-
-
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Toward deep learning sequence–structure co-generation for protein design
Chentong Wang, Sarah Alamdari, Carles Domingo-Enrich, Ava P. Amini, Kevin Kaichuang Yang
Current Opinion in Structural Biology | March 2025
-
-
-
Value Gradient Guidance for Flow Matching Alignment
Zhen Liu, Tim Xiao, Carles Domingo-Enrich, Weiyang Liu, Dinghuai Zhang
NeurIPS 2025 | October 2025
-
Any-Order Flexible Length Masked Diffusion
Jaeyeon Kim, C. Lee, Carles Domingo-Enrich, Yilun Du, S. Kakade, Timothy Ngotiaoco, Sitan Chen, M. S. Albergo
ICLR 2026 | August 2025
-
Trust Region Constrained Measure Transport in Path Space for Stochastic Optimal Control and Inference
Denis Blessing, Julius Berner, Lorenz Richter, Carles Domingo-Enrich, Yuanqi Du, Arash Vahdat, Gerhard Neumann
NeurIPS 2025 | August 2025
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Toward deep learning sequence–structure co-generation for protein design
Chentong Wang, Sarah Alamdari, Carles Domingo-Enrich, Ava P. Amini, Kevin Kaichuang Yang
Current Opinion in Structural Biology | March 2025
-