Zhongxing Xu
11 papers · 2024–2026 · 6 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (31) π Conference Polyglot Β· Silver π₯ Mega-Team Β· Squad π€ Dynamic Duo (11)
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Conference Pioneer
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Century Club Β· Bronze
Top co-authors
Research topics
Deep Learning
(6)
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types Β· Machine Learning
(5)
Computer Vision
(4)
Learning Types Β· Deep Learning
(4)
Natural Language Processing
(2)
Analysis
(2)
Core Methods
(2)
Domain-Specific
(2)
Models
(2)
Processing
(2)
Healthcare & Medicine
(1)
Application Areas
(1)
Keywords
weakly supervised learning
(2)
weakly supervised semantic segmentation
(2)
vision-language pre-training
(2)
semantic segmentation
(2)
multimodal large language model
(2)
prototype learning
(2)
hallucination mitigation
(2)
causal reasoning
(1)
semi-supervised learning
(1)
contrastive learning
(1)
attention mechanism
(1)
medical imaging
(1)
context-aware learning
(1)
information extraction
(1)
visual question answering
(1)
benchmark evaluation
(1)
modality gap
(1)
medical image analysis
(1)
vision-language model
(1)
medical image segmentation
(1)
Papers
Seeing Through the Shift: Causality-Inspired Robust Generalized Category Discovery
CVPR 2026
Thinking in Uncertainty: Mitigating Hallucinations in MLRMs with Latent Entropy-Aware Decoding
CVPR 2026
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
OphCLIP: Hierarchical Retrieval-Augmented Learning for Ophthalmic Surgical Video-Language Pretraining
ICCV 2025
Seeing Far and Clearly: Mitigating Hallucinations in MLLMs with Attention Causal Decoding
CVPR 2025
Toward Modality Gap: Vision Prototype Learning for Weakly-supervised Semantic Segmentation with CLIP
AAAI 2025
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
Polyp-Mamba: Polyp Segmentation with Visual Mamba
MICCAI 2024