Yan Kang
10 papers · 2022–2025 · 6 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (6) πΊοΈ Taxonomy Completionist (22)
π
Conference Polyglot
(6)
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Cross-Pollinator
(13)
π
Century Club
(10)
β‘
Prolific Year
(5)
Conferences
CVPR (3)
ICCV (2)
IJCAI (2)
COLING (1)
ECCV (1)
EMNLP (1)
Top co-authors
Research topics
Keywords
federated learning
(3)
knowledge distillation
(3)
video generation
(3)
diffusion model
(3)
model compression
(2)
efficient computing
(2)
small language model
(2)
large language model
(2)
privacy protection
(2)
diffusion transformer
(2)
parallel inference
(1)
deep learning
(1)
attention mechanism
(1)
weight sharing
(1)
efficient inference
(1)
gradient attack
(1)
dynamic routing
(1)
latent space
(1)
parameter-efficient fine-tuning
(1)
neural architecture search
(1)
Papers
FedMKT: Federated Mutual Knowledge Transfer for Large and Small Language Models
COLING 2025
Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
CVPR 2025
FedCoT: Federated Chain-of-Thought Distillation for Large Language Models
EMNLP 2025
DOLLAR: Few-Step Video Generation via Distillation and Latent Reward Optimization
ICCV 2025
Generating, Fast and Slow: Scalable Parallel Video Generation with Video Interface Networks
ICCV 2025
Attention-Driven Training-Free Efficiency Enhancement of Diffusion Models
CVPR 2024
SNED: Superposition Network Architecture Search for Efficient Video Diffusion Model
CVPR 2024
Mixture of Efficient Diffusion Experts Through Automatic Interval and Sub-Network Selection
ECCV 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