Yuhan Helena Liu

13 papers A* 5Journal 8

Year	Rank	Type	Title / Venue / Authors
2025	A*	`conf`	Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example. ICML Yuhan Helena Liu, Guangyu Robert Yang, Christopher J. Cueva
2025	J	`jnl`	Can Biologically Plausible Temporal Credit Assignment Rules Match BPTT for Neural Similarity? E-prop as an Example. CoRR Yuhan Helena Liu, Guangyu Robert Yang, Christopher J. Cueva
2025	J	`jnl`	Flexible inference of learning rules from de novo learning data using neural networks. CoRR Yuhan Helena Liu, Victor Geadah, Jonathan W. Pillow
2024	J	`jnl`	How Initial Connectivity Shapes Biologically Plausible Learning in Recurrent Neural Networks. CoRR Weixuan Liu, Xinyue Zhang, Yuhan Helena Liu
2024	A*	`conf`	How connectivity structure shapes rich and lazy learning in neural circuits. ICLR Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie
2023	J	`jnl`	Evolutionary algorithms as an alternative to backpropagation for supervised training of Biophysical Neural Networks and Neural ODEs. CoRR James Hazelden, Yuhan Helena Liu, Eli Shlizerman, Eric Shea-Brown
2023	J	`jnl`	How connectivity structure shapes rich and lazy learning in neural circuits. CoRR Yuhan Helena Liu, Aristide Baratin, Jonathan Cornford, Stefan Mihalas, Eric Shea-Brown, Guillaume Lajoie
2023	A*	`conf`	How gradient estimator variance and bias impact learning in neural networks. ICLR Arna Ghosh, Yuhan Helena Liu, Guillaume Lajoie, Konrad P. Körding, Blake Aaron Richards
2022	A*	`conf`	Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. NeurIPS Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie
2022	J	`jnl`	Beyond accuracy: generalization properties of bio-plausible temporal credit assignment rules. CoRR Yuhan Helena Liu, Arna Ghosh, Blake A. Richards, Eric Shea-Brown, Guillaume Lajoie
2022	A*	`conf`	Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. NeurIPS Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül
2022	J	`jnl`	Biologically-plausible backpropagation through arbitrary timespans via local neuromodulators. CoRR Yuhan Helena Liu, Stephen Smith, Stefan Mihalas, Eric Shea-Brown, Uygar Sümbül
2017	J	`jnl`	Information-Theoretic Privacy in Smart Metering Systems Using Cascaded Rechargeable Batteries. IEEE Signal Process. Lett. Yuhan Helena Liu, Si-Hyeon Lee, Ashish Khisti