Tong Ruan

24 papers at tracked venues · 21 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-3546-8338 ↗Homepage ↗

Venues

ACL ×17 AAAI ×2 NAACL ×2 ACM MM ×1 EACL ×1 WWW ×1

Frequent coauthors

Jingping Liu

×14

Yongqi Fan

×11

Guangya Yu

×9

Weiyan Zhang

×8

Ruihui Hou

×7

Chunming Wang

×4

Yupian Lin

×4

Qi Ye

×4

Cheng Yuan

×3

Hui Luo

×3

Ziyan Liu

×3

Kui Xue

×3

Papers

AIDA-SEAT: Towards Reliable AI Doctor Assistant via State-Evaluation-Action Tree Enhanced LLMs in Online Hospital
ACL 2026 ·
Lianxin Sun
,
Xiaoying Ying
,
Guangya Yu
,
Weiyan Zhang
,
Chenhao Guan
,
Hao He
,
Mingxi Shang
,
Jianhua Li
,
Chunming Wang
, Tong Ruan
Balancing Knowledge Breadth and Task Depth for Effective Domain Adaptation Fine-Tuning
ACL 2026 ·
Mu Zhang
,
Yuxiang Chu
,
Guangya Yu
,
Yongqi Fan
,
Weiyan Zhang
,
Hang Hu
, Tong Ruan,
Jingping Liu
ClinicalMC: A Benchmark for Multi-Course Clinical Decision-Making with Large Language Models
ACL 2026 ·
Ruihui Hou
,
Siyi Zhu
,
Ziyue Huai
,
Guangya Yu
,
Yongqi Fan
,
Chunming Wang
, Tong Ruan
Enrich, Aggregate, and Generate: Three-stage Biomedical Data-to-Text Generation Using Large Language Models in Low-resource Scenarios
ACL 2026 ·
Yupian Lin
,
Guangya Yu
,
Yuang Bian
,
Cheng Yuan
,
Hui Luo
, Tong Ruan
Experience is the Teacher: Reusing Atomic Thoughts from LLMs to Improve Medical Dialogue
ACL 2026 ·
Guangya Yu
,
Hui Luo
,
Qi Ye
,
Ruihui Hou
,
Weiyan Zhang
,
Mingxi Shang
,
Xuanwu Li
,
Chunming Wang
, Tong Ruan
From Selection to Refinement: Iterative Optimization for Instruction Data
ACL 2026 ·
Hang Hu
,
Ziyan Liu
,
Rujie Wen
,
Ruihui Hou
,
Xueyan Wu
,
Mu Zhang
,
Jianxing Yu
, Tong Ruan,
Jingping Liu
LogToP: Logic Tree-of-Program with Table Instruction-tuned LLMs for Controlled Logical Table-to-Text Generation
EACL 2026 ·
Yupian Lin
,
Guangya Yu
,
Cheng Yuan
,
Huan Du
,
Hui Luo
,
Yuang Bian
,
Jingping Liu
,
Zhidong He
,
Wen Du
, Tong Ruan
MCLE-Mol: Empowering LLM with Molecular Comprehension and Low-Cost Continual Evolution for Interpretable Property Prediction
ACL 2026 ·
Zhili Pu
,
Lantian Zhang
,
Hao Duan
,
Zhixing Zhang
,
Keyun Zhu
,
Yongqi Fan
,
Ruihui Hou
, Tong Ruan,
Yun Tang
MedKInstruct: A Multimodal Knowledge Graph Based Framework for Multi-Hop and Hard-Negative Instruction Data Synthesis in MedVQA
ACL 2026 ·
Yinan Wu
,
Jihang Jin
,
Xuhao Bao
,
Weiyan Zhang
,
Hanjing Yan
, Tong Ruan,
Chunming Wang
TFRank: Think-Free Reasoning Enables Practical Pointwise LLM Ranking
AAAI 2026 ·
Yongqi Fan
,
Xiaoyang Chen
,
Dezhi Ye
,
Jie Liu
,
Haijin Liang
,
Jin Ma
,
Ben He
,
Yingfei Sun
, Tong Ruan
CMQCIC-Bench: A Chinese Benchmark for Evaluating Large Language Models in Medical Quality Control Indicator Calculation
ACL 2025 ·
Guangya Yu
,
Yanhao Li
,
Zongying Jiang
,
Yuxiong Jin
,
Li Dai
,
Yupian Lin
,
Ruihui Hou
,
Weiyan Zhang
,
Yongqi Fan
,
Qi Ye
,
Jingping Liu
, Tong Ruan
Can Multimodal Large Language Models Understand Spatial Relations?
ACL 2025 ·
Jingping Liu
,
Ziyan Liu
,
Zhedong Cen
,
Yan Zhou
,
Yinan Zou
,
Weiyan Zhang
,
Haiyun Jiang
, Tong Ruan
EMRs2CSP : Mining Clinical Status Pathway from Electronic Medical Records
ACL 2025 ·
Yifei Chen
,
Ruihui Hou
,
Jingping Liu
, Tong Ruan
I2CR: Intra- and Inter-modal Collaborative Reflections for Multimodal Entity Linking
ACM MM 2025 ·
Ziyan Liu
,
Junwen Li
,
Kaiwen Li
, Tong Ruan,
Chao Wang
,
Xinyan He
,
Zongyu Wang
,
Xuezhi Cao
,
Jingping Liu
IMQC: A Large Language Model Platform for Medical Quality Control
AAAI 2025 ·
Qi Ye
,
Guangya Yu
,
Jingping Liu
,
Erzhen Chen
,
Chenjie Dong
,
Xiaosheng Lin
,
Zelei Liu
,
Han Yu
, Tong Ruan
LCDS: A Logic-Controlled Discharge Summary Generation System Supporting Source Attribution and Expert Review
ACL 2025 ·
Cheng Yuan
,
Xinkai Rui
,
Yongqi Fan
,
Yawei Fan
,
Boyang Zhong
,
Jiacheng Wang
,
Weiyan Zhang
, Tong Ruan
MedEureka: A Medical Domain Benchmark for Multi-Granularity and Multi-Data-Type Embedding-Based Retrieval
NAACL 2025 ·
Yongqi Fan
,
Nan Wang
,
Kui Xue
,
Jingping Liu
, Tong Ruan
MedOdyssey: A Medical Domain Benchmark for Long Context Evaluation Up to 200K Tokens
NAACL 2025 ·
Yongqi Fan
,
Hongli Sun
,
Kui Xue
,
Xiaofan Zhang
,
Shaoting Zhang
, Tong Ruan
MinosEval: Distinguishing Factoid and Non-Factoid for Tailored Open-Ended QA Evaluation with LLMs
ACL 2025 ·
Yongqi Fan
,
Yating Wang
,
Guandong Wang
,
Jie Zhai
,
Jingping Liu
,
Qi Ye
, Tong Ruan
Text-to-ES Bench: A Comprehensive Benchmark for Converting Natural Language to Elasticsearch Query
ACL 2025 ·
Dongge Xue
,
Zhili Pu
,
Zhentao Xia
,
Hongli Sun
,
Ruihui Hou
,
Guangya Yu
,
Yupian Lin
,
Yongqi Fan
,
Jingping Liu
, Tong Ruan
Towards Explainable Search Results in E-commerce
WWW 2025 ·
Xianyang Tian
,
Xiang Xu
,
Chao Wang
, Tong Ruan,
Baohua Wu
,
Maofei Que
,
Shenghua Ni
,
Zhuoran Zhuang
,
Jingping Liu
Medical Dialogue System: A Survey of Categories, Methods, Evaluation and Challenges
ACL 2024 ·
Xiaoming Shi
,
Zeming Liu
,
Li Du
,
Yuxuan Wang
,
Hongru Wang
,
Yuhang Guo
, Tong Ruan,
Jie Xu
,
Xiaofan Zhang
,
Shaoting Zhang
RRNorm: A Novel Framework for Chinese Disease Diagnoses Normalization via LLM-Driven Terminology Component Recognition and Reconstruction
ACL 2024 ·
Yongqi Fan
,
Yansha Zhu
,
Kui Xue
,
Jingping Liu
, Tong Ruan
Unexpected Phenomenon: LLMs' Spurious Associations in Information Extraction
ACL 2024 ·
Weiyan Zhang
,
Wanpeng Lu
,
Jiacheng Wang
,
Yating Wang
,
Lihan Chen
,
Haiyun Jiang
,
Jingping Liu
, Tong Ruan