Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask? - Mansheej Paul; Feng Chen 046; Brett W. Larsen; Jonathan Frankle; Surya Ganguli; Gintare Karolina Dziugaite (ICLR, 2023)

Stochastic Collapse: How Gradient Noise Attracts SGD Dynamics Towards Simpler Subnetworks. - Feng Chen 046; Daniel Kunin; Atsushi Yamamura; Surya Ganguli (NeurIPS, 2023)

Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression. - Allan Raventós; Mansheej Paul; Feng Chen 046; Surya Ganguli (NeurIPS, 2023)

Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning. - Daniel Kunin; Allan Raventós; Clémentine C. J. Dominé; Feng Chen 046; David A. Klindt; Andrew M. Saxe; Surya Ganguli (NeurIPS, 2024)

Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning. - Feng Chen 046; Allan Raventós; Nan Cheng; Surya Ganguli; Shaul Druckmann (CoRR, 2025)