Qihan Huang
10 papers · 2023–2026 · 6 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Bronze 🌍 Conference Polyglot · Silver 🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🗃️ Keyword Collector (58)
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Prolific Year · Productive
💎
Century Club · Bronze
Top co-authors
Research topics
Deep Learning
(8)
Artificial Intelligence
(6)
Computer Vision
(6)
Machine Learning
(6)
Core AI · Artificial Intelligence
(6)
Models
(5)
Generation
(4)
Core Methods
(3)
Learning Types · Machine Learning
(3)
Architectures
(2)
Core AI · Computer Vision
(2)
Learning Types · Deep Learning
(2)
Reinforcement Learning
(1)
Methods
(1)
Techniques
(1)
Keywords
diffusion model
(4)
image personalization
(2)
personalized image generation
(2)
image generation
(2)
explainable ai
(2)
interpretable machine learning
(2)
vision-language model
(2)
image reconstruction
(1)
feature learning
(1)
reinforcement learning
(1)
direct preference optimization
(1)
personalized generation
(1)
mathematical reasoning
(1)
prototype learning
(1)
vision transformer
(1)
model interpretability
(1)
efficient inference
(1)
feature extraction
(1)
feature mapping
(1)
text-to-image generation
(1)
Papers
Rethinking Token Reduction for Large Vision-Language Models
CVPR 2026
Boosting MLLM Reasoning with Text-Debiased Hint-GRPO
ICCV 2025
MS-Diffusion: Multi-subject Zero-shot Image Personalization with Layout Guidance
ICLR 2025
PatchDPO: Patch-level DPO for Finetuning-free Personalized Image Generation
CVPR 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
LG-CAV: Train Any Concept Activation Vector with Language Guidance
NeurIPS 2024
On the Concept Trustworthiness in Concept Bottleneck Models
AAAI 2024
ProtoPFormer: Concentrating on Prototypical Parts in Vision Transformers for Interpretable Image Recognition
IJCAI 2024
Evaluation and Improvement of Interpretability for Self-Explainable Part-Prototype Networks
ICCV 2023