U Kang
12 papers · 2019–2026 · 7 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (28) π Conference Polyglot Β· Silver π Academic Marathon Β· Sprint π Keyword Champion (2)
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Keyword Collector
(60)
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Prolific Year Β· Productive
π
Renaissance Researcher
(6)
π
Century Club Β· Bronze
Top co-authors
Research topics
Machine Learning
(11)
Application Areas
(8)
Artificial Intelligence
(7)
Deep Learning
(6)
Core AI
(5)
Core Methods
(4)
Optimization & Theory Β· Machine Learning
(3)
Techniques
(3)
Learning Paradigms
(2)
Learning Types
(2)
Optimization & Theory Β· Deep Learning
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Keywords
model compression
(6)
large language model
(3)
knowledge distillation
(3)
zero-shot quantization
(2)
model quantization
(2)
graph neural network
(2)
zero-shot learning
(2)
domain adaptation
(1)
graph structure
(1)
vision transformer
(1)
deep learning model
(1)
efficient computing
(1)
network analysis
(1)
parameter sharing
(1)
data-free distillation
(1)
parameter optimization
(1)
target domain
(1)
belief propagation
(1)
source domain
(1)
speech classification
(1)
Papers
LampQ: Towards Accurate Layer-wise Mixed Precision Quantization for Vision Transformers
AAAI 2026
SharVeT: Similarity-aware Parameter Sharing with Vector-based Tuning for Efficient LLM Compression
ACL 2026
Accurate Link Prediction for Edge-Incomplete Graphs via PU Learning
AAAI 2025
Accurate Sublayer Pruning for Large Language Models by Exploiting Latency and Tunability Information
IJCAI 2025
SynQ: Accurate Zero-shot Quantization by Synthesis-aware Fine-tuning
ICLR 2025
Unifying Uniform and Binary-coding Quantization for Accurate Compression of Large Language Models
ACL 2025
Zero-shot Quantization: A Comprehensive Survey
IJCAI 2025
Accurate Retraining-free Pruning for Pretrained Encoder-based Language Models
ICLR 2024
Domain-Aware Data Selection for Speech Classification via Meta-Reweighting
Interspeech 2024
Fast and Accurate Transferability Measurement by Evaluating Intra-class Feature Variance
ICCV 2023
Belief Propagation Network for Hard Inductive Semi-Supervised Learning
IJCAI 2019
Knowledge Extraction with No Observable Data
NeurIPS 2019