Junying Chen
20 papers · 2020–2025 · 8 conferences · across top CS/AI conferences
Achievements
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🏃 Academic Marathon (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (8) 🐝 Cross-Pollinator (6)
🌍
Conference Polyglot
(8)
🏃
Academic Marathon
(5)
🌈
Renaissance Researcher
(7)
🤝
Dynamic Duo
(13)
👥
Mega-Team
(22)
🧬
Topic Evolution
⚡
Prolific Year
(9)
💎
Century Club
(20)
🗃️
Keyword Collector
(86)
🔥
Unstoppable
(6)
Conferences
ACL (6)
EMNLP (5)
NAACL (4)
AAAI (1)
AACL (1)
COLING (1)
CVPR (1)
IJCNLP (1)
Top co-authors
Keywords
large language model
(7)
multimodal large language model
(3)
benchmark evaluation
(2)
medical reasoning
(2)
self-supervised learning
(2)
multimodal learning
(2)
supervised fine-tuning
(2)
reinforcement learning from human feedback
(2)
retrieval-augmented generation
(2)
visual question answering
(2)
reinforcement learning
(2)
medical imaging
(2)
domain adaptation
(2)
knowledge distillation
(2)
knowledge graph
(2)
attention mechanism
(1)
reward modeling
(1)
transformer architecture
(1)
graph representation
(1)
object detection
(1)
Papers
LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture
EMNLP 2025
Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging
ACL 2025
CoD, Towards an Interpretable Medical Agent using Chain of Diagnosis
ACL 2025
Towards Medical Complex Reasoning with LLMs through Medical Verifiable Problems
ACL 2025
Unlocking LLMs’ Self-Improvement Capacity with Autonomous Learning for Domain Adaptation
ACL 2025
MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria
NAACL 2025
RAG-Instruct: Boosting LLMs with Diverse Retrieval-Augmented Instructions
EMNLP 2025
Huatuo-26M, a Large-scale Chinese Medical QA Dataset
NAACL 2025
Second Language (Arabic) Acquisition of LLMs via Progressive Vocabulary Expansion
ACL 2025
Towards Injecting Medical Visual Knowledge into Multimodal LLMs at Scale
EMNLP 2024
AceGPT, Localizing Large Language Models in Arabic
NAACL 2024
CMB: A Comprehensive Medical Benchmark in Chinese
NAACL 2024
Enhancing Open-Domain Table Question Answering via Syntax- and Structure-aware Dense Retrieval
AACL 2023
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
MedWriter: Knowledge-Aware Medical Text Generation
COLING 2020
Aligned Dual Channel Graph Convolutional Network for Visual Question Answering
ACL 2020