Yan Kang
11 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (20) 🗃️ Keyword Collector (51)
💎
Century Club · Bronze
🔥
Unstoppable · Bronze
⚡
Prolific Year · Productive
Top co-authors
Research topics
Deep Learning
(8)
Machine Learning
(8)
Application Areas
(7)
Artificial Intelligence
(6)
Models
(6)
Computer Vision
(4)
Generation
(4)
Learning Paradigms · Artificial Intelligence
(4)
Optimization & Theory
(4)
Architectures
(3)
Core AI
(3)
Techniques
(3)
Learning Paradigms · Machine Learning
(2)
Natural Language Processing
(1)
Security & Privacy
(1)
Keywords
knowledge distillation
(3)
diffusion model
(3)
video generation
(3)
federated learning
(3)
diffusion transformer
(3)
efficient computing
(2)
model compression
(2)
large language model
(2)
video diffusion
(2)
privacy protection
(2)
token pruning
(2)
small language model
(2)
weight sharing
(1)
parallel inference
(1)
deep learning
(1)
attention mechanism
(1)
efficient inference
(1)
latent space
(1)
dynamic routing
(1)
parameter-efficient fine-tuning
(1)
Papers
Content-Aware Dynamic Patchification for Efficient Video Diffusion
CVPR 2026
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization
ICCV 2025
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
EMNLP 2025
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models
COLING 2025
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks
ICCV 2025
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
CVPR 2025
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models
CVPR 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection
ECCV 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
CVPR 2024
FedPass: Privacy-Preserving Vertical Federated Deep Learning with Adaptive Obfuscation
IJCAI 2023
FedCG: Leverage Conditional GAN for Protecting Privacy and Maintaining Competitive Performance in Federated Learning
IJCAI 2022