Feng Chen - RankMe

11 papers A* 4Journal 7

Year	Rank	Type	Title / Venue / Authors
2025	J	`jnl`	Alternating Gradient Flows: A Theory of Feature Learning in Two-layer Neural Networks. CoRR Daniel Kunin, Giovanni Luca Marchetti, Feng Chen, Dhruva Karkada, James B. Simon, Michael Robert DeWeese, Surya Ganguli, Nina Miolane
2025	J	`jnl`	BFS-Prover: Scalable Best-First Tree Search for LLM-based Automatic Theorem Proving. CoRR Ran Xin, Chenguang Xi, Jie Yang, Feng Chen, Hang Wu, Xia Xiao, Yifan Sun, Shen Zheng, Kai Shen
2025	J	`jnl`	Rethinking Fine-Tuning when Scaling Test-Time Compute: Limiting Confidence Improves Mathematical Reasoning. CoRR Feng Chen, Allan Raventós, Nan Cheng, Surya Ganguli, Shaul Druckmann
2024	A*	`conf`	Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning. NeurIPS Daniel Kunin, Allan Raventós, Clémentine C. J. Dominé, Feng Chen, David A. Klindt, Andrew M. Saxe, Surya Ganguli
2024	J	`jnl`	Get rich quick: exact solutions reveal how unbalanced initializations promote rapid feature learning. CoRR Daniel Kunin, Allan Raventós, Clémentine C. J. Dominé, Feng Chen, David A. Klindt, Andrew M. Saxe, Surya Ganguli
2023	A*	`conf`	Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression. NeurIPS Allan Raventós, Mansheej Paul, Feng Chen, Surya Ganguli
2023	J	`jnl`	Pretraining task diversity and the emergence of non-Bayesian in-context learning for regression. CoRR Allan Raventós, Mansheej Paul, Feng Chen, Surya Ganguli
2023	A*	`conf`	Stochastic Collapse: How Gradient Noise Attracts SGD Dynamics Towards Simpler Subnetworks. NeurIPS Feng Chen, Daniel Kunin, Atsushi Yamamura, Surya Ganguli
2023	J	`jnl`	Stochastic Collapse: How Gradient Noise Attracts SGD Dynamics Towards Simpler Subnetworks. CoRR Feng Chen, Daniel Kunin, Atsushi Yamamura, Surya Ganguli
2023	A*	`conf`	Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask? ICLR Mansheej Paul, Feng Chen, Brett W. Larsen, Jonathan Frankle, Surya Ganguli, Gintare Karolina Dziugaite
2022	J	`jnl`	Unmasking the Lottery Ticket Hypothesis: What's Encoded in a Winning Ticket's Mask? CoRR Mansheej Paul, Feng Chen, Brett W. Larsen, Jonathan Frankle, Surya Ganguli, Gintare Karolina Dziugaite