Lifu Wang

4 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🗺️ Taxonomy Completionist (12) ❓ The Questioner

Venues

CVPR (1) ICCV (1) IJCAI (1) NeurIPS (1)

Top co-authors

Bo Shen (2) Ning Zhao (1) Xing Cao (1) Yonggan Fu (1) Xiao Luo (1) Jiayi Qian (1) Yingyan Celine Lin (1) Xiaodong He (1) Daqing Liu (1) Xinchen Liu (1)

Research topics

Machine Learning (4) Deep Learning (3) Application Areas (2) Models (2) Optimization & Theory · Machine Learning (2) Optimization & Theory · Deep Learning (2) Architectures (1) Techniques (1)

Keywords

diffusion model (2) neural tangent kernel (1) image generation (1) knowledge distillation (1) text-to-image generation (1) deep learning (1) neural network optimization (1) loss landscape (1) concept class (1) generalization error bound (1) recurrent neural network (1) overparameterized network (1) residual network (1) text encoder (1) skip connection (1) relu network (1) compute-optimal deployment (1) mixed-resolution denoising (1) model compression (1) module caching (1)

Papers

Fewer Denoising Steps or Cheaper Per-Step Inference: Towards Compute-Optimal Diffusion Model Deployment ICCV 2025 Scaling Down Text Encoders of Text-to-Image Diffusion Models CVPR 2025 On the Provable Generalization of Recurrent Neural Networks NeurIPS 2021 Is the Skip Connection Provable to Reform the Neural Network Loss Landscape? IJCAI 2020