Huiyu Zhou
11 papers · 2022–2026 · 7 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (22) ποΈ Keyword Collector (50)
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Century Club Β· Bronze
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Prolific Year Β· Productive
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Conference Pioneer
Top co-authors
Research topics
Computer Vision
(6)
Deep Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Analysis
(3)
Learning Types Β· Deep Learning
(3)
Models
(3)
Processing
(3)
Natural Language Processing
(2)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Applications
(1)
Keywords
multimodal large language model
(2)
contrastive learning
(2)
semantic segmentation
(2)
text classification
(1)
scene graph
(1)
data augmentation
(1)
image restoration
(1)
semantic analysis
(1)
confidence calibration
(1)
medical image segmentation
(1)
diffusion model
(1)
multiple instance learning
(1)
instance selection
(1)
magnetic resonance imaging
(1)
visual concept
(1)
speech synthesis
(1)
benchmark evaluation
(1)
retrieval-augmented generation
(1)
cross-attention map
(1)
representation learning
(1)
Papers
CROWn: A Unified Framework for Anti-Aliased Downsampling and Phase-Calibrated Fusion in 3D Medical Segmentation
CVPR 2026
Wavefront-Constrained Passive Obscured Object Detection
AAAI 2026
EssayJudge: A Multi-Granular Benchmark for Assessing Automated Essay Scoring Capabilities of Multimodal Large Language Models
ACL 2025
RealRAG: Retrieval-augmented Realistic Image Generation via Self-reflective Contrastive Learning
ICML 2025
Reefknot: A Comprehensive Benchmark for Relation Hallucination Evaluation, Analysis and Mitigation in Multimodal Large Language Models
ACL 2025
Segment Anyword: Mask Prompt Inversion for Open-Set Grounded Segmentation
ICML 2025
Unlocking Speech Instruction Data Potential with Query Rewriting
ACL 2025
D4-VTON: Dynamic Semantics Disentangling for Differential Diffusion based Virtual Try-On
ECCV 2024
MMFusion: Multi-modality Diffusion Model for Lymph Node Metastasis Diagnosis in Esophageal Cancer
MICCAI 2024
Absolute Wrong Makes Better: Boosting Weakly Supervised Object Detection via Negative Deterministic Information
IJCAI 2022
Semantically Contrastive Learning for Low-Light Image Enhancement
AAAI 2022