Kangwei Liu
6 papers · 2014–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Bronze 🏃 Academic Marathon · Half 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Computer Vision
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Core AI · Artificial Intelligence
(2)
Core AI · Computer Vision
(2)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Machine Learning
(1)
Mathematics & Optimization
(1)
Analysis
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Core Methods
(1)
Learning Types
(1)
Keywords
large language model
(2)
markov random field
(2)
energy minimization
(2)
knowledge editing
(1)
feature attribution
(1)
model editing
(1)
instruction tuning
(1)
energy optimization
(1)
graph cut
(1)
submodular function
(1)
knowledge injection
(1)
deformable object matching
(1)
deformation decomposition
(1)
range swap algorithm
(1)
protein analysis
(1)
elastic matching
(1)
autoregressive token generation
(1)
perceptual region
(1)
modality-aware analysis
(1)
hallucination diagnosis
(1)
Papers
Where MLLMs Attend and What They Rely On: Explaining Autoregressive Token Generation
CVPR 2026
EasyEdit: An Easy-to-use Knowledge Editing Framework for Large Language Models
ACL 2024
Mol-Instructions: A Large-Scale Biomolecular Instruction Dataset for Large Language Models
ICLR 2024
FastLCD: Fast Label Coordinate Descent for the Efficient Optimization of 2D Label MRFs
IJCAI 2016
GRSA: Generalized Range Swap Algorithm for the Efficient Optimization of MRFs
CVPR 2015
Deformable Object Matching via Deformation Decomposition based 2D Label MRF
CVPR 2014