Scholar
Yanlei Zhang
Google Scholar ID: 2jemfnQAAAAJ
Mila - Quebec AI Institute; Yale University
Citations & Impact
Citations
673
H-index
6
i10-index
4
Publications
19
Co-authors
9
list available
Publications
Resume (English only)
Academic Achievements
- 2025: 'Neurospectrum: A Geometric and Topological Deep Learning Framework for Uncovering Spatiotemporal Signatures in Neural Activity' published on bioRxiv and under review at Nature Computational Science.
- 2025: 'Deep Multimodal Representations and Classification of First-Episode Psychosis via Live Face Processing' published in Frontiers in Psychiatry Schizophrenia.
- 2025: 'Principal Curvatures Estimation with Applications to Single Cell Data' accepted at IEEE ICASSP 2025.
- 2025: 'SlepNet: Spectral Subgraph Representation Learning for Neural Dynamics' submitted to NeurIPS 2025 (arXiv preprint).
- 2025: 'AdaFisher: Adaptive Second Order Optimization via Fisher Information' accepted at ICLR 2025.
- 2025: 'Geometry-Aware Generative Autoencoders for Warped Riemannian Metric Learning and Generative Modeling on Data Manifolds' accepted at AISTATS 2025.
- Multiple publications on graph topology recovery, single-cell data analysis, and neural dynamics, often in collaboration with Krishnaswamy, Wolf, and Rieck groups.
