Junying Chen
19 papers · 2020–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (40) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Keyword Champion
(2)
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Keyword Pioneer
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Mega-Team Β· Squad
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Dynamic Duo
(13)
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Renaissance Researcher
(5)
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Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
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Keyword Collector
(84)
Top co-authors
Research topics
Artificial Intelligence
(14)
Core AI
(12)
Machine Learning
(11)
Natural Language Processing
(10)
Deep Learning
(8)
Healthcare & Medicine
(6)
Clinical
(6)
Learning Types Β· Machine Learning
(6)
Resources & Methods
(6)
Application Areas
(5)
Learning Types Β· Deep Learning
(5)
Learning Paradigms
(4)
Models
(4)
Computer Vision
(3)
Applications
(3)
Keywords
large language model
(7)
multimodal large language model
(4)
reinforcement learning from human feedback
(2)
medical reasoning
(2)
reinforcement learning
(2)
supervised fine-tuning
(2)
multimodal learning
(2)
domain adaptation
(2)
benchmark evaluation
(2)
visual question answering
(2)
self-supervised learning
(2)
medical imaging
(2)
knowledge graph
(2)
knowledge distillation
(2)
retrieval-augmented generation
(2)
attention mechanism
(1)
transfer learning
(1)
reward modeling
(1)
graph representation
(1)
object detection
(1)
Papers
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis
ACL 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
ACL 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
NAACL 2025
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
EMNLP 2025
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
NAACL 2025
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
EMNLP 2025
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion
ACL 2025
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems
ACL 2025
Unlocking LLMsβ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation
ACL 2025
AceGPT, Localizing Large Language Models in Arabic
NAACL 2024
CMB: A Comprehensive Medical Benchmark in Chinese
NAACL 2024
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
IJCNLP 2023
HuatuoGPT, Towards Taming Language Model to Be a Doctor
EMNLP 2023
Diaformer: Automatic Diagnosis via Symptoms Sequence Generation
AAAI 2022
Leveraging Capsule Routing to Associate Knowledge with Medical Literature Hierarchically
EMNLP 2021
UP-DETR: Unsupervised Pre-Training for Object Detection With Transformers
CVPR 2021
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering
ACL 2020
MedWriter: Knowledge-Aware Medical Text Generation
COLING 2020