Geng, Xinyang
21 publications
NeurIPS
2024
Designing Cell-Type-Specific Promoter Sequences Using Conservative Model-Based Optimization
ICMLW
2024
Learning to Reason by Failing: Offline RL on Sub-Optimal Rollouts Scales Synthetic Data by 8x
NeurIPS
2024
RL on Incorrect Synthetic Data Scales the Efficiency of LLM Math Reasoning by Eight-Fold
ICLRW
2023
Latent Conservative Objective Models for Offline Data-Driven Crystal Structure Prediction