My Google Scholar profile. My Publons profile

Shan, H.*, Li, Q.*, Sompolinsky H. (2024). Order Parameters and Phase Transitions of Continual Learning in Deep Neural Networks. (*: Equal contribution.) arXiv.

Wang, W., Prabhavalkar, R., Shan, H., et al. (2024). Massive End-to-end Speech Recognition Models with Time Reduction. NAACL 2024.

Shan, H., Gu, A., Meng Z., Wang W., Choromanski K., Sainath T. (2024). Augmenting conformers with structured state space models for online speech recognition. International Conference on Acoustics, Speech and Signal Processing (ICASSP) 2024.

Shan, H., Bachschmid Romano L., Sompolinsky, H. (2023). Error-correcting columnar networks: high-capacity memory under sparse connectivity. NeurIPS 2023 Associative Memory and Hopfield Networks (AMHN) Workshop.

Shan, H., Sompolinsky, H. (2022). A minimum perturbation theory of deep perceptual learning. Physical Review E. Vol.106 Iss.6.

Shan,H.*, Bordelon, B.*. (2021). A theory of neural tangent kernel alignment and its influence on training. (*: Equal contribution. The ordering was decided by a coin flip). arXiv.

Shan, H., Mason, P. (2020). Unsupervised identification of rat behavioral motifs across timescales. NeurIPS Learning Meaningful Representations of Life (LMRL) Workshop.

Shan, H, Sompolinsky, H. (2019). Optimal cortical plasticity in a model of perceptual learning. Talk at Cosyne 2019.

Shan, H., Moreno-Bote, R., Drugowitsch, J. (2019). Family of closed-form solutions for two-dimensional correlated diffusion processes. Physical Reivew E. Vol.10 Iss.3.

From my former life in experimental neuroscience

Sugano Y. V., Shan, H., Molasky N. M. R., Mason, P. (2022). Helping can be driven by non-affective cues in rats. bioRXiv.

Shan, H., & Mason, P. (2016). A Neuroscience Framework for Psychophysiology. In J. T. Cacioppo, L. G. Tassinary, & G. G. Berntson (Eds.), Handbook of Psychophysiology, Cambridge Handbooks in Psychology (4th ed., pp. 16–25). chapter, Cambridge: Cambridge University Press.

Mason, P., & Shan, H. (2017). A valence-free definition of sociality as any violation of inter-individual independence. Proceedings of the Royal Society B: Biological Sciences, 284(1866), 20170948.

Ben-Ami Bartal, I., Shan, H., Molasky, N. M., Murray, T. M., Williams, J. Z., Decety, J., & Mason, P. (2016). Anxiolytic treatment impairs helping behavior in rats. Frontiers in psychology, 7, 850.