Siyuan Shen
8 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
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Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(24)
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Hot Topic Early Bird
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Keyword Collector
(51)
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Research topics
Deep Learning
(5)
Artificial Intelligence
(4)
Computer Vision
(4)
Machine Learning
(4)
Analysis
(4)
Core AI · Artificial Intelligence
(4)
Architectures
(3)
Models
(2)
Processing
(2)
Mathematics & Optimization
(1)
Robotics
(1)
Application Areas
(1)
Capabilities
(1)
Core AI · Computer Vision
(1)
Core Methods
(1)
Keywords
non-line-of-sight imaging
(2)
uncertainty quantification
(1)
video reconstruction
(1)
video classification
(1)
attention mechanism
(1)
question answering
(1)
3d vision
(1)
neural network optimization
(1)
numerical optimization
(1)
finite difference
(1)
differentiable programming
(1)
multimodal dataset
(1)
variational autoencoder
(1)
3d gaussian splatting
(1)
video recognition
(1)
drug discovery
(1)
molecular generation
(1)
neural differential equation
(1)
property prediction
(1)
multi-instance learning
(1)
Papers
Hierarchical Structure-Property Alignment for Data-Efficient Molecular Generation and Editing
AAAI 2026
Enhancing Uncertainty Quantification in Large Language Models through Semantic Graph Density
UAI 2025
EnliveningGS: Active Locomotion of 3DGS
CVPR 2025
TransiT: Transient Transformer for Non-line-of-sight Videography
ICCV 2025
Enhancing Non-line-of-sight Imaging via Learnable Inverse Kernel and Attention Mechanisms
ICCV 2023
Rethinking the Learning Paradigm for Dynamic Facial Expression Recognition
CVPR 2023
HoD-Net: High-Order Differentiable Deep Neural Networks and Applications
AAAI 2022
PhoCaL: A Multi-Modal Dataset for Category-Level Object Pose Estimation With Photometrically Challenging Objects
CVPR 2022