Sida Huang
6 papers · 2021–2026 · 1 venue · across top CS/AI venues
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Achievements
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🏃
Academic Marathon · Sprint
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🏆
Keyword Champion
(2)
Venues
Top co-authors
Research topics
Deep Learning
(4)
Artificial Intelligence
(3)
Machine Learning
(3)
Core AI
(3)
Models
(3)
Techniques
(3)
Application Areas
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Natural Language Processing
(1)
Architectures
(1)
Bayesian & Probabilistic · Machine Learning
(1)
Bayesian & Probabilistic · Artificial Intelligence
(1)
Core Methods
(1)
Generation
(1)
Keywords
noise injection
(2)
variational inference
(2)
few-shot learning
(1)
image generation
(1)
vision-language alignment
(1)
image synthesis
(1)
text-to-image generation
(1)
model aggregation
(1)
computational efficiency
(1)
cross-modal representation
(1)
generative model
(1)
diffusion model
(1)
convolutional neural network
(1)
cross-modal alignment
(1)
parameter-efficient fine-tuning
(1)
vision-language model
(1)
model fine-tuning
(1)
multimodal large language model
(1)
image-text alignment
(1)
clip model
(1)
Papers
CoLM: Collaborative Large Models via a Client-Server Paradigm
AAAI 2026
Explore How to Inject Beneficial Noise in MLLMs
AAAI 2026
Laytrol: Preserving Pretrained Knowledge in Layout Control for Multimodal Diffusion Transformers
AAAI 2026
Rectified Noise: A Generative Model Using Positive-incentive Noise
AAAI 2026
Enhance Vision-Language Alignment with Noise
AAAI 2025
Distribution Adaptive INT8 Quantization for Training CNNs
AAAI 2021