Yuelyu Ji

26 papers A* 1B 1Journal 19Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
MedRAGChecker: Claim-Level Verification for Biomedical Retrieval-Augmented Generation.
CoRR
Yuelyu Ji, Min Gu Kwak, Hang Zhang, Xizhi Wu, Chenyu Li, Yanshan Wang
2026 J jnl
Rethinking LLM-as-a-Judge: Representation-as-a-Judge with Small Language Models via Semantic Capacity Asymmetry.
CoRR
Zhuochun Li, Yong Zhang, Ming Li, Yuelyu Ji, Yiming Zeng, Ning Cheng, Yun Zhu, Yanmeng Wang, Shaojun Wang, Jing Xiao, Daqing He
2026 J jnl
Retrieval-Reasoning Processes for Multi-hop Question Answering: A Four-Axis Design Framework and Empirical Trends.
CoRR
Yuelyu Ji, Zhuochun Li, Rui Meng, Daqing He
2026 J jnl
Scaling Medical Reasoning Verification via Tool-Integrated Reinforcement Learning.
CoRR
Hang Zhang, Ruheng Wang, Yuelyu Ji, Min Gu Kwak, Xizhi Wu, Chenyu Li, Li Zhang, Wenqi Shi, Yifan Peng, Yanshan Wang
2025 J jnl
Bias Evaluation and Mitigation in Retrieval-Augmented Medical Question-Answering Systems.
CoRR
Yuelyu Ji, Hang Zhang, Yanshan Wang
2025 J jnl
Curriculum Guided Reinforcement Learning for Efficient Multi Hop Retrieval Augmented Generation.
CoRR
Yuelyu Ji, Rui Meng, Zhuochun Li, Daqing He
2025 J jnl
DeepRAG: Integrating Hierarchical Reasoning and Process Supervision for Biomedical Multi-Hop QA.
CoRR
Yuelyu Ji, Hang Zhang, Shiven Verma, Hui Ji, Chun Li, Yushui Han, Yanshan Wang
2025 J jnl
Generative Foundation Model for Structured and Unstructured Electronic Health Records.
CoRR
Sonish Sivarajkumar, Hang Zhang, Yuelyu Ji, Maneesh Bilalpur, Xizhi Wu, Chenyu Li, Min Gu Kwak, Shyam Visweswaran, Yanshan Wang
2025 — conf
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review.
ACL (Findings)
Zhuochun Li, Yuelyu Ji, Rui Meng, Daqing He
2025 J jnl
MRAG-Suite: A Diagnostic Evaluation Platform for Visual Retrieval-Augmented Generation.
CoRR
Yuelyu Ji
2025 J jnl
Memory-Aware and Uncertainty-Guided Retrieval for Multi-Hop Question Answering.
CoRR
Yuelyu Ji, Rui Meng, Zhuochun Li, Daqing He
2025 J jnl
Mitigating the risk of health inequity exacerbated by large language models.
npj Digit. Medicine
Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang
2025 J jnl
Orchestrator Multi-Agent Clinical Decision Support System for Secondary Headache Diagnosis in Primary Care.
CoRR
Xizhi Wu, Nelly Estefanie Garduno-Rapp, Justin F. Rousseau, Mounika Thakkallapally, Hang Zhang, Yuelyu Ji, Shyam Visweswaran, Yifan Peng, Yanshan Wang
2025 A* conf
Reason-to-Rank: Distilling Direct and Comparative Reasoning from Large Language Models for Document Reranking.
SIGIR
Yuelyu Ji, Zhuochun Li, Rui Meng, Daqing He
2024 J jnl
Assertion Detection Large Language Model In-context Learning LoRA Fine-tuning.
CoRR
Yuelyu Ji, Zeshui Yu, Yanshan Wang
2024 — conf
Assertion Detection in Clinical Natural Language Processing Using Large Language Models.
ICHI
Yuelyu Ji, Zeshui Yu, Yanshan Wang
2024 J jnl
Learning from Committee: Reasoning Distillation from a Mixture of Teachers with Peer-Review.
CoRR
Zhuochun Li, Yuelyu Ji, Rui Meng, Daqing He
2024 J jnl
Mitigating the Risk of Health Inequity Exacerbated by Large Language Models.
CoRR
Yuelyu Ji, Wenhe Ma, Sonish Sivarajkumar, Hang Zhang, Eugene Mathew Sadhu, Zhuochun Li, Xizhi Wu, Shyam Visweswaran, Yanshan Wang
2024 — conf
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts.
BioNLP@ACL
Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
2024 J jnl
RAG-RLRC-LaySum at BioLaySumm: Integrating Retrieval-Augmented Generation and Readability Control for Layman Summarization of Biomedical Texts.
CoRR
Yuelyu Ji, Zhuochun Li, Rui Meng, Sonish Sivarajkumar, Yanshan Wang, Zeshui Yu, Hui Ji, Yushui Han, Hanyu Zeng, Daqing He
2024 J jnl
ReasoningRank: Teaching Student Models to Rank through Reasoning-Based Knowledge Distillation.
CoRR
Yuelyu Ji, Zhuochun Li, Rui Meng, Daqing He
2024 J jnl
Transfer Learning with Clinical Concept Embeddings from Large Language Models.
CoRR
Yuhe Gao, Runxue Bao, Yuelyu Ji, Yiming Sun, Chenxi Song, Jeffrey P. Ferraro, Ye Ye
2023 B conf
Mapping dementia caregivers' comments on social media with evidence-based care strategies for memory loss and confusion.
CHIIR
Ning Zou, Yuelyu Ji, Bo Xie, Daqing He, Zhimeng Luo
2023 — conf
Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning.
ICHI
Yuelyu Ji, Yuhe Gao, Runxue Bao, Qi Li, Disheng Liu, Yiming Sun, Ye Ye
2023 J jnl
Prediction of COVID-19 Patients' Emergency Room Revisit using Multi-Source Transfer Learning.
CoRR
Yuelyu Ji, Yuhe Gao, Runxue Bao, Qi Li, Disheng Liu, Yiming Sun, Ye Ye
2023 — conf
Towards Accurate and Clinically Meaningful Summarization of Electronic Health Record Notes: A Guided Approach.
BHI
Zhimeng Luo, Yuelyu Ji, Abhibha Gupta, Zhuochun Li, Adam Frisch, Daqing He