Yuchao Li
7 papers · 2018–2023 · 5 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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🗺️ Taxonomy Completionist (12) 🏃 Academic Marathon · Sprint 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🧬 Topic Evolution
🚀
Conference Pioneer
🔥
Unstoppable · Bronze
Top co-authors
Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Optimization & Theory · Machine Learning
(4)
Deep Learning
(3)
Application Areas
(3)
Optimization & Theory · Deep Learning
(2)
Computer Vision
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Core Methods
(1)
Mathematics
(1)
Methods
(1)
Techniques
(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