Siyu Huang
23 papers · 2018–2026 · 12 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (39) π Conference Polyglot Β· Gold π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Topic Evolution
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Trend Setter
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Conference Pioneer
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Unstoppable Β· Bronze
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Century Club Β· Bronze
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Keyword Collector
(98)
Venues
Top co-authors
Research topics
Deep Learning
(17)
Computer Vision
(12)
Machine Learning
(10)
Models
(8)
Generation
(7)
Learning Types Β· Deep Learning
(7)
Architectures
(6)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types Β· Machine Learning
(4)
Processing
(4)
Analysis
(3)
Techniques
(3)
Natural Language Processing
(2)
Application Areas
(2)
Keywords
multimodal learning
(4)
active learning
(4)
shadow removal
(3)
video captioning
(3)
image generation
(3)
image restoration
(3)
query strategy
(2)
multimodal fusion
(2)
contrastive learning
(2)
generative model
(2)
3d reconstruction
(2)
transformer network
(2)
style transfer
(2)
bilevel optimization
(2)
novel view synthesis
(2)
tensor decomposition
(2)
low-rank approximation
(2)
diffusion prior
(2)
efficient training
(1)
temporal dynamics
(1)
Papers
HAD: Hallucination-Aware Diffusion Priors for 3D Reconstruction
CVPR 2026
AutoAL: Automated Active Learning with Differentiable Query Strategy Search
ICML 2025
Latent Radiance Fields with 3D-aware 2D Representations
ICLR 2025
SoftShadow: Leveraging Soft Masks for Penumbra-Aware Shadow Removal
CVPR 2025
3DGS-Enhancer: Enhancing Unbounded 3D Gaussian Splatting with View-consistent 2D Diffusion Priors
NeurIPS 2024
Fundus2Video: Cross-Modal Angiography Video Generation from Static Fundus Photography with Clinical Knowledge Guidance
MICCAI 2024
Make a Cheap Scaling: A Self-Cascade Diffusion Model for Higher-Resolution Adaptation
ECCV 2024
Making Your First Choice: To Address Cold Start Problem in Medical Active Learning
MIDL 2023
QuantArt: Quantizing Image Style Transfer Towards High Visual Fidelity
CVPR 2023
ShadowDiffusion: When Degradation Prior Meets Diffusion Model for Shadow Removal
CVPR 2023
ShadowFormer: Global Context Helps Shadow Removal
AAAI 2023
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
AAAI 2022
BM-NAS: Bilevel Multimodal Neural Architecture Search
AAAI 2022
Boosting Active Learning via Improving Test Performance
AAAI 2022
ArtFlow: Unbiased Image Style Transfer via Reversible Neural Flows
CVPR 2021
Semi-Supervised Active Learning With Temporal Output Discrepancy
ICCV 2021
Dual Low-Rank Multimodal Fusion
EMNLP 2020
Generating Person Images with Appearance-aware Pose Stylizer
IJCAI 2020
SBAT: Video Captioning with Sparse Boundary-Aware Transformer
IJCAI 2020
TP-LSD: Tri-Points Based Line Segment Detector
ECCV 2020
Low-Rank HOCA: Efficient High-Order Cross-Modal Attention for Video Captioning
EMNLP 2019
Text Guided Person Image Synthesis
CVPR 2019
TVT: Two-View Transformer Network for Video Captioning
ACML 2018