Shen, Andrew

8 publications

NeurIPS 2025 Evolutionary Reasoning Does Not Arise in Standard Usage of Protein Language Models Yasha Ektefaie, Andrew Shen, Lavik Jain, Maha Farhat, Marinka Zitnik

ICLRW 2025 Phyla: Towards a Foundation Model for Phylogenetic Inference Andrew Shen, Yasha Ektefaie, Lavik Jain, Maha Farhat, Marinka Zitnik

NeurIPS 2023 Characterizing Out-of-Distribution Error via Optimal Transport Yuzhe Lu, Yilong Qin, Runtian Zhai, Andrew Shen, Ketong Chen, Zhenlin Wang, Soheil Kolouri, Simon Stepputtis, Joseph P. Campbell, Katia Sycara

NeurIPSW 2023 Characterizing Out-of-Distribution Error via Optimal Transport Yuzhe Lu, Yilong Qin, Runtian Zhai, Andrew Shen, Ketong Chen, Zhenlin Wang, Soheil Kolouri, Simon Stepputtis, Joseph Campbell, Katia Sycara

AAAI 2022 Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning Yecheng Jason Ma, Andrew Shen, Osbert Bastani, Dinesh Jayaraman

ICLRW 2022 Versatile Offline Imitation Learning via State-Occupancy Matching Yecheng Jason Ma, Andrew Shen, Dinesh Jayaraman, Osbert Bastani

ICML 2022 Versatile Offline Imitation from Observations and Examples via Regularized State-Occupancy Matching Yecheng Ma, Andrew Shen, Dinesh Jayaraman, Osbert Bastani

NeurIPSW 2021 Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning Yecheng Jason Ma, Andrew Shen, Osbert Bastani, Dinesh Jayaraman