GuangHao Meng
7 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) πΊοΈ Taxonomy Completionist (15) π§ Keyword Pioneer π Interdisciplinary Bridge π Cross-Pollinator (4)
π
Renaissance Researcher
(5)
π
Trend Setter
Conferences
AAAI (5)
ACL (1)
IJCAI (1)
Top co-authors
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)
multi-modal alignment
(1)
image-text retrieval
(1)
clip model
(1)
knowledge integration
(1)
query rewriting
(1)
visual-semantic alignment
(1)
scene text recognition
(1)
character region detection
(1)
Papers
Suit the Remedy to the Retriever: Interpretable Query Optimization with Retriever Preference Alignment for Vision-Language Retrieval
AAAI 2026
Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement
AAAI 2026
Heterogeneous Uncertainty-Guided Composed Image Retrieval with Fine-Grained Probabilistic Learning
AAAI 2026
HALoRA: Low-Rank Adaptation with Hierarchical Budget Allocation for Efficient Vision-Language Alignment
AAAI 2026
Modeling Uncertainty in Composed Image Retrieval via Probabilistic Embeddings
ACL 2025
EvdCLIP: Improving Vision-Language Retrieval with Entity Visual Descriptions from Large Language Models
AAAI 2025
Towards Robust Scene Text Image Super-resolution via Explicit Location Enhancement
IJCAI 2023