Bingzhi Chen
13 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (25) 🌍 Conference Polyglot · Silver 🗃️ Keyword Collector (55) 🚀 Conference Pioneer
⚡
Prolific Year · Productive
💎
Century Club · Bronze
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Computer Vision
(5)
Deep Learning
(5)
Machine Learning
(5)
Healthcare & Medicine
(3)
Analysis
(3)
Architectures
(3)
Clinical
(3)
Core Methods
(2)
Domain-Specific
(2)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Processing
(2)
Natural Language Processing
(1)
Keywords
contrastive learning
(2)
class imbalance
(2)
vision transformer
(2)
multimodal learning
(2)
medical imaging
(2)
prompt learning
(2)
visual question answering
(2)
uncertainty modeling
(1)
attention mechanism
(1)
variational inference
(1)
energy-based model
(1)
adversarial robustness
(1)
cross-modal retrieval
(1)
semantic alignment
(1)
object detection
(1)
semantic consistency
(1)
anomaly detection
(1)
adversarial perturbation
(1)
representation learning
(1)
causal inference
(1)
Papers
BayesVQA: Energy-Guided Bayesian Debiasing for Language-Bias-Robust Visual Question Answering
AAAI 2026
Cross Modal Fine-grained Alignment via Granularity-aware and Region-uncertain Modeling
AAAI 2026
ReMoE: Region-Mixture Experts for Adversarially-Robust Vision Transformers
CVPR 2026
Selection-as-Nonlinearity: Bridging Attention and Activation via a Joint Game-Decision Lens for Interpretable, Discriminative Visual Representations
CVPR 2026
Cause-Effect Driven Optimization for Robust Medical Visual Question Answering with Language Biases
IJCAI 2025
Med-BiasX: Robust Medical Visual Question Answering with Language Biases
MICCAI 2025
OralXrays-9: Towards Hospital-Scale Panoramic X-ray Anomaly Detection via Personalized Multi-Object Query-Aware Mining
CVPR 2025
PerioDet: Large-Scale Panoramic Radiograph Benchmark for Clinical-Oriented Apical Periodontitis Detection
MICCAI 2025
Towards Robust Visual Question Answering via Prompt-Driven Geometric Harmonization
AAAI 2025
CariesXrays: Enhancing Caries Detection in Hospital-Scale Panoramic Dental X-rays via Feature Pyramid Contrastive Learning
AAAI 2024
Enhancing Cross-Modal Retrieval via Visual-Textual Prompt Hashing
IJCAI 2024
Enhancing DETRs for Small Object Detection via Multi-Scale Refinement and Query-Aided Mining
ACML 2024
Medical Cross-Modal Prompt Hashing with Robust Noisy Correspondence Learning
MICCAI 2024