Siqi Huang
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Interdisciplinary Bridge π Conference Polyglot (3) π Renaissance Researcher (5) π Cross-Pollinator (15) πΊοΈ Taxonomy Completionist (14)
π§
Keyword Pioneer
β
The Questioner
Conferences
AAAI (3)
ICML (1)
IJCAI (1)
Top co-authors
Keywords
representation learning
(1)
contrastive learning
(1)
image restoration
(1)
motion deblurring
(1)
self-supervised learning
(1)
graph representation learning
(1)
image synthesis
(1)
motion blur
(1)
text-to-image generation
(1)
model aggregation
(1)
generative adversarial network
(1)
feature fusion
(1)
diffusion transformer
(1)
graph augmentation
(1)
graph contrastive learning
(1)
collaborative reasoning
(1)
layout control
(1)
large language model
(1)
graph neural network
(1)
multi-agent system
(1)
Papers
Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers
AAAI 2026
CoLM: Collaborative Large Models via a Client-Server Paradigm
AAAI 2026
Why Does Dropping Edges Usually Outperform Adding Edges in Graph Contrastive Learning?
AAAI 2025
Learn Beneficial Noise as Graph Augmentation
ICML 2025
A Dataset and Model for Realistic License Plate Deblurring
IJCAI 2024