Conditional Diffusion with Less Explicit Guidance via Model Predictive Control. - Max W. Shen; Ehsan Hajiramezanali; Gabriele Scalia; Alex M. Tseng; Nathaniel Diamant; Tommaso Biancalani; Andreas Loukas (CoRR, 2022)

Hierarchically branched diffusion models for efficient and interpretable multi-class conditional generation. - Alex M. Tseng; Tommaso Biancalani; Max W. Shen; Gabriele Scalia (CoRR, 2022)

Improving Graph Generation by Restricting Graph Bandwidth. - Nathaniel Lee Diamant; Alex M. Tseng; Kangway V. Chuang; Tommaso Biancalani; Gabriele Scalia (ICML, 2023)

GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion. - Alex M. Tseng; Nathaniel Diamant; Tommaso Biancalani; Gabriele Scalia (CoRR, 2023)

RINGER: Rapid Conformer Generation for Macrocycles with Sequence-Conditioned Internal Coordinate Diffusion. - Colin A. Grambow; Hayley Weir; Nathaniel L. Diamant; Alex M. Tseng; Tommaso Biancalani; Gabriele Scalia; Kangway V. Chuang (CoRR, 2023)

Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion. - Alex M. Tseng; Nathaniel Diamant; Tommaso Biancalani; Gabriele Scalia (CoRR, 2023)

Feedback Efficient Online Fine-Tuning of Diffusion Models. - Masatoshi Uehara; Yulai Zhao 002; Kevin Black; Ehsan Hajiramezanali; Gabriele Scalia; Nathaniel Lee Diamant; Alex M. Tseng; Sergey Levine; Tommaso Biancalani (ICML, 2024)

GFlowNet Assisted Biological Sequence Editing. - Pouya M. Ghari; Alex M. Tseng; Gökcen Eraslan; Romain Lopez; Tommaso Biancalani; Gabriele Scalia; Ehsan Hajiramezanali (NeurIPS, 2024)

Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control. - Masatoshi Uehara; Yulai Zhao 002; Kevin Black; Ehsan Hajiramezanali; Gabriele Scalia; Nathaniel Lee Diamant; Alex M. Tseng; Tommaso Biancalani; Sergey Levine (CoRR, 2024)

A mechanistically interpretable neural network for regulatory genomics. - Alex M. Tseng; Gökcen Eraslan; Tommaso Biancalani; Gabriele Scalia (CoRR, 2024)

Hierarchically branched diffusion models leverage dataset structure for class-conditional generation. - Alex M. Tseng; Max W. Shen; Tommaso Biancalani; Gabriele Scalia (Trans. Mach. Learn. Res., 2024)