Shang Yang
9 papers · 2023–2026 · 4 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(14)
👥
Mega-Team · Squad
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Prolific Year · Productive
Top co-authors
Research topics
Keywords
image generation
(2)
visual language model
(2)
attention mechanism
(1)
multimodal learning
(1)
point cloud
(1)
video understanding
(1)
efficient inference
(1)
neural network optimization
(1)
efficient computing
(1)
computational efficiency
(1)
diffusion model
(1)
vision-language model
(1)
latent diffusion
(1)
token pruning
(1)
inference efficiency
(1)
sparse attention
(1)
kv cache
(1)
window attention
(1)
high resolution
(1)
vision-language-action model
(1)
Papers
ForeAct: Steering Your VLA with Efficient Visual Foresight Planning
CVPR 2026
Deep Compression Autoencoder for Efficient High-Resolution Diffusion Models
ICLR 2025
DuoAttention: Efficient Long-Context LLM Inference with Retrieval and Streaming Heads
ICLR 2025
HART: Efficient Visual Generation with Hybrid Autoregressive Transformer
ICLR 2025
LongVILA: Scaling Long-Context Visual Language Models for Long Videos
ICLR 2025
NVILA: Efficient Frontier Visual Language Models
CVPR 2025
SparseVILA: Decoupling Visual Sparsity for Efficient VLM Inference
ICCV 2025
Sparse Refinement for Efficient High-Resolution Semantic Segmentation
ECCV 2024
FlatFormer: Flattened Window Attention for Efficient Point Cloud Transformer
CVPR 2023