Alex M. Tseng

13 papers A* 3Journal 10
YearRankTypeTitle / Venue / Authors
2024 J jnl
A mechanistically interpretable neural network for regulatory genomics.
CoRR
Alex M. Tseng, Gökcen Eraslan, Tommaso Biancalani, Gabriele Scalia
2024 A* conf
Feedback Efficient Online Fine-Tuning of Diffusion Models.
ICML
Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Sergey Levine, Tommaso Biancalani
2024 J jnl
Feedback Efficient Online Fine-Tuning of Diffusion Models.
CoRR
Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Sergey Levine, Tommaso Biancalani
2024 J jnl
Fine-Tuning of Continuous-Time Diffusion Models as Entropy-Regularized Control.
CoRR
Masatoshi Uehara, Yulai Zhao, Kevin Black, Ehsan Hajiramezanali, Gabriele Scalia, Nathaniel Lee Diamant, Alex M. Tseng, Tommaso Biancalani, Sergey Levine
2024 A* conf
GFlowNet Assisted Biological Sequence Editing.
NeurIPS
Pouya M. Ghari, Alex M. Tseng, Gökcen Eraslan, Romain Lopez, Tommaso Biancalani, Gabriele Scalia, Ehsan Hajiramezanali
2024 J jnl
Hierarchically branched diffusion models leverage dataset structure for class-conditional generation.
Trans. Mach. Learn. Res.
Alex M. Tseng, Max W. Shen, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
Complex Preferences for Different Convergent Priors in Discrete Graph Diffusion.
CoRR
Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
GraphGUIDE: interpretable and controllable conditional graph generation with discrete Bernoulli diffusion.
CoRR
Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Gabriele Scalia
2023 A* conf
Improving Graph Generation by Restricting Graph Bandwidth.
ICML
Nathaniel Lee Diamant, Alex M. Tseng, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
Improving Graph Generation by Restricting Graph Bandwidth.
CoRR
Nathaniel Diamant, Alex M. Tseng, Kangway V. Chuang, Tommaso Biancalani, Gabriele Scalia
2023 J jnl
RINGER: Rapid Conformer Generation for Macrocycles with Sequence-Conditioned Internal Coordinate Diffusion.
CoRR
Colin A. Grambow, Hayley Weir, Nathaniel L. Diamant, Alex M. Tseng, Tommaso Biancalani, Gabriele Scalia, Kangway V. Chuang
2022 J jnl
Conditional Diffusion with Less Explicit Guidance via Model Predictive Control.
CoRR
Max W. Shen, Ehsan Hajiramezanali, Gabriele Scalia, Alex M. Tseng, Nathaniel Diamant, Tommaso Biancalani, Andreas Loukas
2022 J jnl
Hierarchically branched diffusion models for efficient and interpretable multi-class conditional generation.
CoRR
Alex M. Tseng, Tommaso Biancalani, Max W. Shen, Gabriele Scalia