Siyuan Shen

8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (21) 🧭 Keyword Pioneer 🐝 Cross-Pollinator (15)

Conferences

CVPR (3) AAAI (2) ICCV (2) UAI (1)

Top co-authors

Yin Yang (2) Shiying Li (2) Tianjia Shao (2) Ruiqian Li (2) Kun Zhou (2) Suan Xia (2) Chenfanfu Jiang (2) Xingyue Peng (2) Yitong Li (1) Ping Liu (1)

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