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Junying Chen

20 papers · 2020–2025 · 8 conferences · across top CS/AI conferences

Achievements

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+10 more ↓ 🏃 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)

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