Siming FU
8 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (4) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (16) π§ Keyword Pioneer π Cross-Pollinator (15)
β‘
Prolific Year
(5)
Conferences
AAAI (4)
ICLR (2)
CVPR (1)
ECCV (1)
Top co-authors
Keywords
image generation
(3)
diffusion model
(3)
personalized generation
(2)
text-to-image generation
(2)
text-to-image synthesis
(1)
multimodal learning
(1)
image synthesis
(1)
feature representation
(1)
generative model
(1)
vision language model
(1)
vision-language model
(1)
reference image
(1)
denoising process
(1)
latent diffusion
(1)
auto-regressive model
(1)
image-text alignment
(1)
frequency analysis
(1)
cross-attention mechanism
(1)
frequency feature
(1)
prototype clustering
(1)
Papers
FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
AAAI 2026
LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation
ICLR 2025
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis
AAAI 2025
TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance
CVPR 2025
Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation
AAAI 2025
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance
ICLR 2025
Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-Tailed Learning
ECCV 2022
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation
AAAI 2022