GuangHao Meng
7 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot ยท Bronze
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Interdisciplinary Bridge ยท Bronze
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Natural Language Processing
(3)
Computer Vision
(2)
Analysis
(2)
Application Areas
(2)
Applications
(2)
Core Methods
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Deep Learning
(1)
Architectures
(1)
Learning Types
(1)
Processing
(1)
Keywords
vision-language retrieval
(3)
composed image retrieval
(2)
contrastive learning
(2)
preference alignment
(1)
multimodal learning
(1)
vision-language alignment
(1)
query optimization
(1)
gaussian distribution
(1)
parameter-efficient fine-tuning
(1)
low-rank adaptation
(1)
multimodal large language model
(1)
uncertainty estimation
(1)
image-text retrieval
(1)
multimodal alignment
(1)
clip model
(1)
knowledge integration
(1)
query rewriting
(1)
visual-semantic alignment
(1)
scene text recognition
(1)
character region detection
(1)
Papers
HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment
AAAI 2026
Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning
AAAI 2026
Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement
AAAI 2026
Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval
AAAI 2026
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
AAAI 2025
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
ACL 2025
Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement
IJCAI 2023