Siming FU
9 papers · 2022–2026 · 4 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(17)
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Prolific Year · Productive
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Research topics
Keywords
image generation
(4)
diffusion model
(4)
image personalization
(2)
text-to-image generation
(2)
personalized generation
(2)
text-to-image synthesis
(1)
feature extraction
(1)
semantic segmentation
(1)
image synthesis
(1)
vision-language model
(1)
image reconstruction
(1)
multimodal learning
(1)
feature representation
(1)
generative model
(1)
cross-modal alignment
(1)
knowledge distillation
(1)
autoregressive model
(1)
mixture of expert
(1)
metric learning
(1)
representation learning
(1)
Papers
FocusDPO: Dynamic Preference Optimization for Multi-Subject Personalized Image Generation via Adaptive Focus
AAAI 2026
Prompt Yourself: Awakening Textual Semantics in 1D Visual Tokenizers
CVPR 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
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance
ICLR 2025
Resolving Multi-Condition Confusion for Finetuning-Free Personalized Image Generation
AAAI 2025
TFCustom: Customized Image Generation with Time-Aware Frequency Feature Guidance
CVPR 2025
Renovate Yourself: Calibrating Feature Representation of Misclassified Pixels for Semantic Segmentation
AAAI 2022
Towards Calibrated Hyper-Sphere Representation via Distribution Overlap Coefficient for Long-Tailed Learning
ECCV 2022