Zhihong Chen
29 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (62) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Gold π£ Hot Topic Early Bird
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Topic Evolution
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Dynamic Duo
(17)
π
Keyword Champion
(2)
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Deep Specialist
(11)
π
Renaissance Researcher
(6)
π₯
Unstoppable Β· Bronze
β‘
Prolific Year Β· Productive
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Conference Pioneer
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Century Club Β· Bronze
ποΈ
Keyword Collector
(141)
Top co-authors
Research topics
Artificial Intelligence
(18)
Natural Language Processing
(17)
Machine Learning
(15)
Core AI
(15)
Deep Learning
(14)
Computer Vision
(11)
Application Areas
(11)
Learning Types Β· Machine Learning
(11)
Healthcare & Medicine
(9)
Clinical
(9)
Learning Types Β· Deep Learning
(9)
Generation
(7)
Domain-Specific
(6)
Resources & Methods
(5)
Applications
(4)
Keywords
medical imaging
(9)
multimodal learning
(7)
radiology report
(6)
large language model
(6)
radiology report generation
(5)
contrastive learning
(4)
vision-language model
(4)
chest x-ray
(3)
domain adaptation
(3)
transfer learning
(3)
clinical nlp
(3)
report generation
(3)
impression generation
(3)
benchmark evaluation
(2)
domain alignment
(2)
supervised fine-tuning
(2)
image-text alignment
(2)
reinforcement learning
(2)
reinforcement learning from human feedback
(2)
text generation
(2)
Papers
Automated Structured Radiology Report Generation
ACL 2025
CheXalign: Preference fine-tuning in chest X-ray interpretation models without human feedback
ACL 2025
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
NAACL 2025
AceGPT, Localizing Large Language Models in Arabic
NAACL 2024
CMB: A Comprehensive Medical Benchmark in Chinese
NAACL 2024
Exploring the Potential of Dense Information in Multimodal Alignment
ACL 2024
GREEN: Generative Radiology Report Evaluation and Error Notation
EMNLP 2024
Overview of the First Shared Task on Clinical Text Generation: RRG24 and βDischarge Me!β
ACL 2024
RadGraph-XL: A Large-Scale Expert-Annotated Dataset for Entity and Relation Extraction from Radiology Reports
ACL 2024
RaVL: Discovering and Mitigating Spurious Correlations in Fine-Tuned Vision-Language Models
NeurIPS 2024
WhodunitBench: Evaluating Large Multimodal Agents via Murder Mystery Games
NeurIPS 2024
Advancing Visual Grounding With Scene Knowledge: Benchmark and Method
CVPR 2023
A Simple Yet Effective Subsequence-Enhanced Approach for Cross-Domain NER
AAAI 2023
Bridging Vision and Language Encoders: Parameter-Efficient Tuning for Referring Image Segmentation
ICCV 2023
EASAL: Entity-Aware Subsequence-Based Active Learning for Named Entity Recognition
AAAI 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor
EMNLP 2023
Improving Radiology Summarization with Radiograph and Anatomy Prompts
ACL 2023
On the Difference of BERT-style and CLIP-style Text Encoders
ACL 2023
Toward Expanding the Scope of Radiology Report Summarization to Multiple Anatomies and Modalities
ACL 2023
Towards Unifying Medical Vision-and-Language Pre-Training via Soft Prompts
ICCV 2023
Graph Enhanced Contrastive Learning for Radiology Findings Summarization
ACL 2022
Cross-modal Memory Networks for Radiology Report Generation
ACL 2021
Generalizable Representation Learning for Mixture Domain Face Anti-Spoofing
AAAI 2021
Word Graph Guided Summarization for Radiology Findings
ACL 2021
Generating Radiology Reports via Memory-driven Transformer
EMNLP 2020
HoMM: Higher-Order Moment Matching for Unsupervised Domain Adaptation
AAAI 2020
Selective Transfer With Reinforced Transfer Network for Partial Domain Adaptation
CVPR 2020
Hierarchical Attention Network for Image Captioning
AAAI 2019
Joint Domain Alignment and Discriminative Feature Learning for Unsupervised Deep Domain Adaptation
AAAI 2019