Selected publications
Ideas across disciplines.
Selected work in machine learning, systems, Earth intelligence, computational imaging, and molecular biology. For the complete record, visit Google Scholar.
25 selected publications
2026
Preprint
2026
Preprint
2026
ReSkill: Reconciling Skill Creation with Policy Optimization in Agentic RL
Preprint
2026
AISTATS
2026
HetRL: Efficient Reinforcement Learning for LLMs in Heterogeneous Environments
MLSys
2025
NeurIPS
2025
NeurIPS
2025
Technical report
2025
Hard Constraint Guided Flow Matching for Gradient-Free Generation of PDE Solutions
ICLR
2025
KDD
2025
Early Warning of Complex Climate Risk with Integrated Artificial Intelligence
Nature Communications
2024
Unraveling the Gradient Descent Dynamics of Transformers
NeurIPS
2024
ACL Oral / Area Chair Award
2024
Transferring Knowledge From Large Foundation Models to Small Downstream Models
ICML
2024
Discovering Bias in Latent Space: An Unsupervised Debiasing Approach
ICML
2024
CVPR
2024
NAACL Findings
2024
WACV
2023
NeurIPS
2023
ICCV
2023
ICML
2022
Nature Communications
2019
Science
2018
Scientific Reports
2016
Cell