Zhenyu Liao

Northeastern University — United States

Computer Science · Physical Sciences

17h-index931citations118works0.72yr avg
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Research Topics

Neural Networks and Applications(15), Random Matrices and Applications(15), Stochastic Gradient Optimization Techniques(13), Sparse and Compressive Sensing Techniques(12), Face and Expression Recognition(10)

Publications118 total

What Happens Next? Next Scene Prediction with a Unified Video Model
arXiv (Cornell University)·2025Open Access
ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks
2025
Investigation of flow field structures induced by cavity geometry in supersonic Mach 2 conditions
Experimental Thermal and Fluid Science·2025
Random Matrix Theory for Deep Learning: Beyond Eigenvalues of Linear Models
arXiv (Cornell University)·2025Open Access
ECC-SNN: Cost-Effective Edge-Cloud Collaboration for Spiking Neural Networks
arXiv (Cornell University)·2025Open Access
Gender and social entrepreneurship fundraising: A mission drift perspective
Organizational Behavior and Human Decision Processes·2025· 1 citedOpen Access
Fundamental Bias in Inverting Random Sampling Matrices with Application to Sub-sampled Newton
arXiv (Cornell University)·2025Open Access
Subspace Collision: An Efficient and Accurate Framework for High-dimensional Approximate Nearest Neighbor Search
Proceedings of the ACM on Management of Data·2025· 6 cited
Effects of antibiotic therapy on the early development of gut microbiota and butyrate-producers in early infants
Frontiers in Microbiology·2025· 2 citedOpen Access
Generalization in Representation Models via Random Matrix Theory: Application to Recurrent Networks
2025Open Access
The Breakdown of Gaussian Universality in Classification of High-dimensional Linear Factor Mixtures
arXiv (Cornell University)·2024Open Access
Inconsistency of ESPRIT DoA Estimation for Large Arrays and a Correction via RMT
2024
An Achievable and Analytic Solution to Information Bottleneck for Gaussian Mixtures
2024· 1 cited
"Lossless" Compression of Deep Neural Networks: A High-dimensional Neural Tangent Kernel Approach
arXiv (Cornell University)·2024Open Access
Robust and Communication-Efficient Federated Domain Adaptation via Random Features
arXiv (Cornell University)·2023· 1 citedOpen Access
On the Equivalence between Implicit and Explicit Neural Networks: A High-dimensional Viewpoint
arXiv (Cornell University)·2023Open Access
Robustness of random-control quantum-state tomography
Physical review. A/Physical review, A·2023· 1 cited
Analysis and Approximate Inference of Large Random Kronecker Graphs
arXiv (Cornell University)·2023Open Access
Robustness of random-control quantum-state tomography
arXiv (Cornell University)·2023Open Access
Research Themes and Trends of Hen of the Woods or Maitake Medicinal Mushroom Grifola frondosa (Agaricomycetes): A Bibliometric Analysis of the Knowledge Field
International journal of medicinal mushrooms·2023· 3 cited
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Frequent Co-authors

Romain Couillet(15), Jing Zhu(8), Qing Jin(4), Linjie Yang(4), Michael W. Mahoney(4), Xiaoyi Mai(4), Yueliang Li(3), Wei Sun(3), Dongsheng Song(3), Jing‐Feng Li(3), Xianglei Zhu(2), Bofeng Fu(2), Yaodong Yang(2), Yu Ma(2), Jianye Hao(2), Siqi Chen(2), Tiegang Li(2), Song Bai(2), Cihang Xie(2), Xiaohui Shen(2)