← Authors

Yuchao Li

7 papers · 2018–2023 · 5 conferences · across top CS/AI conferences

Achievements

🌈 Renaissance Researcher (6) πŸ—ΊοΈ Taxonomy Completionist (12) 🧭 Keyword Pioneer 🌍 Conference Polyglot (5) πŸƒ Academic Marathon (5) πŸŒ‰ Interdisciplinary Bridge 🐝 Cross-Pollinator (13) 🧬 Topic Evolution πŸ”₯ Unstoppable (6) πŸš€ Conference Pioneer

Conferences

CVPR (2) IJCAI (2) ECCV (1) ICCV (1) L4DC (1)

Top co-authors

Rongrong Ji (5) Shaohui Lin (4) Yongjian Wu (3) Baochang Zhang (3) Feiyue Huang (3) Mengdi Wang (2) Jianzhuang Liu (2) Fei Chao (2) Ling Shao (1) Jincheng Ma (1)

Research topics

Computer Vision (1)

Keywords

model compression (5) convolutional neural network (3) channel pruning (2) convergence analysis (1) network pruning (1) tensor decomposition (1) low-rank approximation (1) dynamic programming (1) policy iteration (1) randomized algorithm (1) sparse training (1) filter pruning (1) parameter efficiency (1) contractive model (1) flops reduction (1) large language model (1) network acceleration (1) weight importance (1) automatic pruning (1) kernel sparsity (1)

Papers

Automatic Network Pruning via Hilbert-Schmidt Independence Criterion Lasso under Information Bottleneck Principle ICCV 2023
Parameter-Efficient Sparsity for Large Language Models Fine-Tuning IJCAI 2022
Towards Compact CNNs via Collaborative Compression CVPR 2021
Interpretable Neural Network Decoupling ECCV 2020
Lambda-Policy Iteration with Randomization for Contractive Models with Infinite Policies: Well-Posedness and Convergence L4DC 2020
Exploiting Kernel Sparsity and Entropy for Interpretable CNN Compression CVPR 2019
Accelerating Convolutional Networks via Global & Dynamic Filter Pruning IJCAI 2018