Yufa Zhou

5 papers · 2025–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (13) ⭐ Rising Star (5) ⚡ Prolific Year · Productive

Venues

AAAI (2) AISTATS (1) ICCV (1) ICLR (1)

Top co-authors

Zhao Song (5) Zhenmei Shi (3) Yingyu Liang (3) Xuan Shen (2) Jiuxiang Gu (2) Pu Zhao (2) Zhizhou Sha (2) Yanzhi Wang (2) Bo Chen (2) Hao Tan (2)

Research topics

Machine Learning (5) Deep Learning (4) Application Areas (3) Architectures (3) Optimization & Theory · Deep Learning (3) Artificial Intelligence (2) Core AI (2) Models (2) Optimization & Theory · Machine Learning (2) Techniques (1)

Keywords

model compression (2) transformer architecture (1) transformer efficiency (1) universal approximation (1) efficient computing (1) theoretical analysis (1) lipschitz continuity (1) expressive power (1) gradient descent optimization (1) diffusion model (1) autoregressive model (1) weight pruning (1) lazy learning (1) inference acceleration (1) structural pruning (1) error bound (1) model acceleration (1) diffusion transformer (1) model efficiency (1) gaussian mixture (1)

Papers

Beyond Linear Approximations: A Novel Pruning Approach for Attention Matrix ICLR 2025 LazyDiT: Lazy Learning for the Acceleration of Diffusion Transformers AAAI 2025 Looped ReLU MLPs May Be All You Need as Practical Programmable Computers AISTATS 2025 Numerical Pruning for Efficient Autoregressive Models AAAI 2025 Unraveling the Smoothness Properties of Diffusion Models: A Gaussian Mixture Perspective ICCV 2025