Siyuan Shen
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Renaissance Researcher (6) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
CVPR (3)
AAAI (2)
ICCV (2)
UAI (1)
Top co-authors
Keywords
non-line-of-sight imaging
(2)
video recognition
(1)
neural differential equation
(1)
attention mechanism
(1)
3d vision
(1)
neural network optimization
(1)
numerical optimization
(1)
finite difference
(1)
differentiable programming
(1)
variational autoencoder
(1)
3d gaussian splatting
(1)
video reconstruction
(1)
drug discovery
(1)
molecular generation
(1)
video classification
(1)
property prediction
(1)
object pose estimation
(1)
physics simulation
(1)
finite difference method
(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
TransiT: Transient Transformer for Non-line-of-sight Videography
ICCV 2025
EnliveningGS: Active Locomotion of 3DGS
CVPR 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