Junfeng He
14 papers · 2013–2025 · 6 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (36) π Academic Marathon Β· Half π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
ποΈ
Keyword Collector
(66)
π
Renaissance Researcher
(6)
β
The Questioner
(2)
β‘
Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
Top co-authors
Research topics
Machine Learning
(8)
Deep Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Computer Vision
(4)
Core Methods
(4)
Learning Types Β· Deep Learning
(4)
Learning Types Β· Machine Learning
(4)
Models
(4)
Application Areas
(3)
Generation
(2)
Optimization & Theory
(2)
Data Science & Analytics
(1)
Interdisciplinary
(1)
Mathematics & Optimization
(1)
Keywords
reward model
(3)
text-to-image generation
(3)
multimodal transformer
(2)
human feedback
(2)
human attention
(2)
generative model
(2)
nearest neighbor search
(2)
diffusion model
(2)
visual saliency
(1)
in-context learning
(1)
similarity search
(1)
preference optimization
(1)
multimodal learning
(1)
image editing
(1)
contrastive learning
(1)
knowledge distillation
(1)
reinforcement learning from human feedback
(1)
collaborative filtering
(1)
matrix factorization
(1)
eye tracking
(1)
Papers
Calibrated Multi-Preference Optimization for Aligning Diffusion Models
CVPR 2025
Cropper: Vision-Language Model for Image Cropping through In-Context Learning
CVPR 2025
Erasing More Than Intended? How Concept Erasure Degrades the Generation of Non-Target Concepts
ICCV 2025
Focus-N-Fix: Region-Aware Fine-Tuning for Text-to-Image Generation
CVPR 2025
What Secrets Do Your Manifolds Hold? Understanding the Local Geometry of Generative Models
ICLR 2025
Parrot: Pareto-optimal Multi-Reward Reinforcement Learning Framework for Text-to-Image Generation
ECCV 2024
Rich Human Feedback for Text-to-Image Generation
CVPR 2024
UniAR: A Unified model for predicting human Attention and Responses on visual content
NeurIPS 2024
Differentially Private Heatmaps
AAAI 2023
Learning From Unique Perspectives: User-Aware Saliency Modeling
CVPR 2023
Teacher-Generated Spatial-Attention Labels Boost Robustness and Accuracy of Contrastive Models
CVPR 2023
Deep Saliency Prior for Reducing Visual Distraction
CVPR 2022
Collaborative Hashing
CVPR 2014
Hash Bit Selection: A Unified Solution for Selection Problems in Hashing
CVPR 2013