Zhongxing Xu
9 papers · 2024–2025 · 6 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (29) π Conference Polyglot (6) π Cross-Pollinator (10) π Renaissance Researcher (6) π Interdisciplinary Bridge
π§
Keyword Pioneer
π₯
Mega-Team
(21)
π
Conference Pioneer
β‘
Prolific Year
(6)
Conferences
AAAI (3)
CVPR (2)
ACL (1)
ECCV (1)
ICCV (1)
MICCAI (1)
Top co-authors
Keywords
prototype learning
(2)
multimodal large language model
(2)
weakly supervised semantic segmentation
(2)
weakly supervised learning
(2)
semantic segmentation
(2)
memory recall
(1)
semi-supervised learning
(1)
contrastive learning
(1)
attention mechanism
(1)
medical imaging
(1)
benchmark evaluation
(1)
context-aware learning
(1)
information extraction
(1)
multimodal learning
(1)
modality gap
(1)
medical image analysis
(1)
medical image segmentation
(1)
vision-language model
(1)
visual question answering
(1)
representation learning
(1)
Papers
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP
AAAI 2025
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
Incomplete Modality Disentangled Representation for Ophthalmic Disease Grading and Diagnosis
AAAI 2025
MMRC: A Large-Scale Benchmark for Understanding Multimodal Large Language Model in Real-World Conversation
ACL 2025
Neighbor Does Matter: Density-Aware Contrastive Learning for Medical Semi-supervised Segmentation
AAAI 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
CVPR 2025
Polyp-Mamba: Polyp Segmentation with Visual Mamba
MICCAI 2024
Hunting Attributes: Context Prototype-Aware Learning for Weakly Supervised Semantic Segmentation
CVPR 2024
OphNet: A Large-Scale Video Benchmark for Ophthalmic Surgical Workflow Understanding
ECCV 2024