Siyi Gu
4 papers · 2023–2025 · 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)
🐣
Hot Topic Early Bird
Venues
Top co-authors
Research topics
Artificial Intelligence
(3)
Core AI · Artificial Intelligence
(3)
Computer Vision
(2)
Deep Learning
(2)
Machine Learning
(2)
Models
(2)
Optimization & Theory
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Core AI · Computer Vision
(1)
Learning Paradigms
(1)
Learning Types
(1)
Processing
(1)
Research
(1)
Keywords
variational inference
(1)
scene understanding
(1)
medical imaging
(1)
preference optimization
(1)
medical image classification
(1)
energy optimization
(1)
generative model
(1)
diffusion model
(1)
differentiable optimization
(1)
vision-language model
(1)
drug design
(1)
noisy annotation
(1)
molecule generation
(1)
spatial reasoning
(1)
structure-based drug design
(1)
3d layout
(1)
binding affinity
(1)
attention refinement
(1)
scene layout representation
(1)
explanation supervision
(1)
Papers
LayoutVLM: Differentiable Optimization of 3D Layout via Vision-Language Models
CVPR 2025
Aligning Target-Aware Molecule Diffusion Models with Exact Energy Optimization
NeurIPS 2024
Visual Attention Prompted Prediction and Learning
IJCAI 2024
MAGI: Multi-Annotated Explanation-Guided Learning
ICCV 2023