Jianwei Li
6 papers · 2014–2025 · 5 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Silver
🏃
Academic Marathon · Half
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(23)
🐣
Hot Topic Early Bird
Top co-authors
Research topics
Machine Learning
(5)
Computer Vision
(3)
Application Areas
(3)
Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Core AI
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Healthcare & Medicine
(1)
Analysis
(1)
Architectures
(1)
Clinical
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
sparse model
(2)
sparse representation
(2)
model pruning
(2)
neural network compression
(1)
image restoration
(1)
feature extraction
(1)
adversarial robustness
(1)
heart rate estimation
(1)
knowledge distillation
(1)
image editing
(1)
safety alignment
(1)
biosignal processing
(1)
adversarial attack
(1)
optical flow
(1)
low-rank constraint
(1)
sparse coding
(1)
neural network pruning
(1)
model compression
(1)
motion artifact
(1)
dictionary learning
(1)
Papers
Safety Alignment Can Be Not Superficial With Explicit Safety Signals
ICML 2025
Breaking through Deterministic Barriers: Randomized Pruning Mask Generation and Selection
EMNLP 2023
Learning Motion-Robust Remote Photoplethysmography through Arbitrary Resolution Videos
AAAI 2023
Towards Robust Pruning: An Adaptive Knowledge-Retention Pruning Strategy for Language Models
EMNLP 2023
Conformal and Low-Rank Sparse Representation for Image Restoration
ICCV 2015
Sparse Dictionary Learning for Edit Propagation of High-Resolution Images
CVPR 2014