Xin Hu
13 papers · 2022–2026 · 9 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (32) π Conference Polyglot Β· Silver π£ Hot Topic Early Bird ποΈ Keyword Collector (75)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β
The Questioner
(2)
π
Century Club Β· Bronze
Top co-authors
Research topics
Computer Vision
(8)
Deep Learning
(7)
Artificial Intelligence
(6)
Core AI
(6)
Analysis
(5)
Processing
(5)
Models
(4)
Learning Types Β· Deep Learning
(3)
Machine Learning
(2)
Architectures
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Interdisciplinary
(1)
Knowledge & Reasoning
(1)
Natural Language Processing
(1)
Keywords
vision-language model
(4)
gestalt perception
(2)
scene graph generation
(2)
domain adaptation
(1)
logical reasoning
(1)
optimal transport
(1)
scene understanding
(1)
attention mechanism
(1)
prompt engineering
(1)
inductive reasoning
(1)
multimodal learning
(1)
text summarization
(1)
flow matching
(1)
visual grounding
(1)
adversarial training
(1)
medical imaging
(1)
graph construction
(1)
vector quantization
(1)
visual concept
(1)
decision making
(1)
Papers
Can We Build Scene Graphs, Not Classify Them? FlowSG: Progressive Image-Conditioned Scene Graph Generation with Flow Matching
CVPR 2026
Seeing Clearly, Reasoning Confidently: Plug-and-Play Remedies for Vision Language Model Blindness
CVPR 2026
TiCAL:Typicality-Based Consistency-Aware Learning for Multimodal Emotion Recognition
AAAI 2026
VLMs Guided Interpretable Decision Making in Autonomous Driving
WACV 2026
Can Language Models Capture Human Writing Preferences for Domain-Specific Text Summarization?
ACL 2025
Enhancing Skin Disease Diagnosis: Interpretable Visual Concept Discovery with SAM
WACV 2025
Knowledge-Aligned Counterfactual-Enhancement Diffusion Perception for Unsupervised Cross-Domain Visual Emotion Recognition
CVPR 2025
SPADE: Spatial-Aware Denoising Network for Open-vocabulary Panoptic Scene Graph Generation with Long- and Local-range Context Reasoning
ICCV 2025
Learning 3D Equivariant Implicit Function with Patch-Level Pose-Invariant Representation
NeurIPS 2024
Residual-Conditioned Optimal Transport: Towards Structure-Preserving Unpaired and Paired Image Restoration
ICML 2024
Diagram Visual Grounding: Learning to See with Gestalt-Perceptual Attention
IJCAI 2023
GPTR: Gestalt-Perception Transformer for Diagram Object Detection
AAAI 2023
Inductive Relation Prediction with Logical Reasoning Using Contrastive Representations
EMNLP 2022