Yirong Chen

According to our database, Yirong Chen authored at least 46 papers between 2018 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Self-Evolving Spatial Reasoning in Vision Language Models via Geometric Logic Consistency.

Junming Liu, Yuqi Li, Yifei Sun, Maonan Wang, Piotr Koniusz, Yirong Chen, Ding Wang

CoRR, May, 2026

CuSearch: Curriculum Rollout Sampling via Search Depth for Agentic RAG.

Jianghan Shen, Siqi Luo, Xinyu Cheng, Jing Xiong, Yue Li, Jiyao Liu, Jiashi Lin, Yirong Chen, Junjun He

CoRR, May, 2026

MedProbeBench: Systematic Benchmarking at Deep Evidence Integration for Expert-level Medical Guideline.

Jiyao Liu, Jianghan Shen, Sida Song, Tianbin Li, Xiaojia Liu, Rongbin Li, Ziyan Huang, Jiashi Lin, Junzhi Ning, Changkai Ji, Siqi Luo, Wenjie Li, Chenglong Ma, Ming Hu, Jing Xiong, Jin Ye, Bin Fu, Ningsheng Xu, Yirong Chen, Lei Ji, Hong Chen, Junjun He

CoRR, April, 2026

MemCoT: Test-Time Scaling through Memory-Driven Chain-of-Thought.

Haodong Lei, Junming Liu, Yirong Chen, Ding Wang, Hongsong Wang

CoRR, April, 2026

Hierarchical Memory Orchestration for Personalized Persistent Agents.

Junming Liu, Yifei Sun, Weihua Cheng, Haodong Lei, Yuqi Li, Yirong Chen, Ding Wang

CoRR, April, 2026

MERRY: Semantically Decoupled Evaluation of Multimodal Emotional and Role Consistencies of Role-Playing Agents.

Zhenyu Wang, Xiaofen Xing, Yirong Chen, Xiangmin Xu

CoRR, February, 2026

MedAD-R1: Eliciting Consistent Reasoning in Interpretible Medical Anomaly Detection via Consistency-Reinforced Policy Optimization.

Haitao Zhang, Yingying Wang, Jiaxiang Wang, Haote Xu, Hongyang Zhang, Yirong Chen, Yue Huang, Xinghao Ding

CoRR, February, 2026

ReBrain: Brain MRI Reconstruction from Sparse CT Slice via Retrieval-Augmented Diffusion.

Junming Liu, Yifei Sun, Weihua Cheng, Yujin Kang, Yirong Chen, Ding Wang, Guosun Zeng

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2026

2025

EpiPlanAgent: Agentic Automated Epidemic Response Planning.

Kangkun Mao, Fang Xu, Jinru Ding, Yidong Jiang, Yujun Yao, Yirong Chen, Junming Liu, Xiaoqin Wu, Qian Wu, Xiaoyan Huang, Jie Xu

CoRR, December, 2025

MemVerse: Multimodal Memory for Lifelong Learning Agents.

Junming Liu, Yifei Sun, Weihua Cheng, Haodong Lei, Yirong Chen, Licheng Wen, Xuemeng Yang, Daocheng Fu, Pinlong Cai, Nianchen Deng, Yi Yu, Shuyue Hu, Botian Shi, Ding Wang

CoRR, December, 2025

Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B.

Sen Xu, Yi Zhou, Wei Wang, Jixin Min, Zhibin Yin, Yingwei Dai, Shixi Liu, Lianyu Pang, Yirong Chen, Junlin Zhang

CoRR, November, 2025

MGA: Memory-Driven GUI Agent for Observation-Centric Interaction.

Weihua Cheng, Ersheng Ni, Wenlong Wang, Yifei Sun, Junming Liu, Wangyu Shen, Yirong Chen, Botian Shi, Ding Wang

CoRR, October, 2025

TranSimHub:A Unified Air-Ground Simulation Platform for Multi-Modal Perception and Decision-Making.

Maonan Wang, Yirong Chen, Yuxin Cai, Aoyu Pang, Yuejiao Xie, Zian Ma, Chengcheng Xu, Kemou Jiang, Ding Wang, Laurent Roullet, Chung Shue Chen, Zhiyong Cui, Yuheng Kan, Michael D. Lepech, Man-On Pun

CoRR, October, 2025

A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers.

Ming Hu, Chenglong Ma, Wei Li, Wanghan Xu, Jiamin Wu, Jucheng Hu, Tianbin Li, Guohang Zhuang, Jiaqi Liu, Yingzhou Lu, Ying Chen, Chaoyang Zhang, Cheng Tan, Jie Ying, Guocheng Wu, Shujian Gao, Pengcheng Chen, Jiashi Lin, Haitao Wu, Lulu Chen, Fengxiang Wang, Yuanyuan Zhang, Xiangyu Zhao, Feilong Tang, Encheng Su, Junzhi Ning, Xinyao Liu, Ye Du, Changkai Ji, Cheng Tang, Huihui Xu, Ziyang Chen, Ziyan Huang, Jiyao Liu, Pengfei Jiang, Yizhou Wang, Chen Tang, Jianyu Wu, Yuchen Ren, Siyuan Yan, Zhonghua Wang, Zhongxing Xu, Shiyan Su, Shangquan Sun, Runkai Zhao, Zhisheng Zhang, Yu Liu, Fudi Wang, Yuanfeng Ji, Yanzhou Su, Hongming Shan, Chun-Mei Feng, Jiahao Xu, Jiangtao Yan, Wenhao Tang, Diping Song, Lihao Liu, Yanyan Huang, Lequan Yu, Bin Fu, Shujun Wang, Xiaomeng Li, Xiaowei Hu, Yun Gu, Ben Fei, Zhongying Deng, Benyou Wang, Yuewen Cao, Minjie Shen, Haodong Duan, Jie Xu, Yirong Chen, Fang Yan, Hongxia Hao, Jielan Li, Jiajun Du, Yanbo Wang, Imran Razzak, Chi Zhang, Lijun Wu, Conghui He, Zhaohui Lu, Jinhai Huang, Yihao Liu, Fenghua Ling, Yuqiang Li, Aoran Wang, Qihao Zheng, Nanqing Dong, Tianfan Fu, Dongzhan Zhou, Yan Lu, Wenlong Zhang, Jin Ye, Jianfei Cai, Wanli Ouyang, Yu Qiao, Zongyuan Ge, Shixiang Tang, Junjun He

CoRR, August, 2025

TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling.

Yifei Sun, Junming Liu, Yirong Chen, Xuefeng Yan, Ding Wang

CoRR, August, 2025

From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation.

Siyuan Meng, Junming Liu, Yirong Chen, Song Mao, Pinlong Cai, Guohang Yan, Botian Shi, Ding Wang

CoRR, August, 2025

Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments.

Junming Liu, Yanting Gao, Siyuan Meng, Yifei Sun, Aoqi Wu, Yufei Jin, Yirong Chen, Ding Wang, Guosun Zeng

CoRR, May, 2025

VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning.

Maonan Wang, Yirong Chen, Aoyu Pang, Yuxin Cai, Chung Shue Chen, Yuheng Kan, Man-On Pun

CoRR, May, 2025

MPF: A Multi-Noise Perception Framework to Enhance Online Map Matching Algorithms.

Hanwen Hu, Cheng Zeng, Shiyou Qian, Jianhua Zhou, Jian Cao, Yirong Chen, Jie Wang, Han Han

IEEE Trans. Intell. Transp. Syst., April, 2025

Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning.

Junming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai, Guohang Yan, Yirong Chen, Zilin Bian, Botian Shi, Ding Wang

CoRR, March, 2025

PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction.

Qiqi Cai, Jian Cao, Yirong Chen, Shiyou Qian, Liangxiao Yuan, Jie Wang

ACM Trans. Knowl. Discov. Data, February, 2025

PathOrchestra: a comprehensive foundation model for computational pathology with over 100 diverse clinical-grade tasks.

Fang Yan, Jianfeng Wu, Jiawen Li, Wei Wang, Yirong Chen, Linda Wei, Jiaxuan Lu, Wen Chen, Zizhao Gao, Jianan Li, Heng Li, Hong Yan, Jiabo Ma, Minda Chen, Yang Lu, Qing Chen, Yizhi Wang, Xitong Ling, Xuenian Wang, Zihan Wang, Qiang Huang, Shengyi Hua, Mianxin Liu, Lei Ma, Tian Shen, Xiaofan Zhang, Yonghong He, Hao Chen, Shaoting Zhang, Zhe Wang

npj Digit. Medicine, 2025

Deep Learning for Defect Detection in Answer Document Image.

Jun Xie, Yiming Xia, Sailong Wu, Ruiqing Wu, Yirong Chen

Proceedings of the Document Analysis and Recognition - ICDAR 2025 Workshops, 2025

Aligning Vision to Language: Annotation-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning.

Junming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai, Guohang Yan, Yirong Chen, Zilin Bian, Ding Wang, Botian Shi

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling.

Mingyu Chen, Jingkai Lin, Zhaojie Chu, Xiaofen Xing, Yirong Chen, Xiangmin Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 2025

Ontology-based Adaptive Knowledge System (OAKS): Adaptive and Consistent Knowledge Acquisition through LLMs for Diverse User Backgrounds.

Muran Yu, Jie Wang, Yirong Chen, Michael D. Lepech, Ying Liu, Kincho H. Law

Proceedings of the 49th IEEE Annual Computers, Software, and Applications Conference, 2025

PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling.

Haojie Xie, Yirong Chen, Xiaofen Xing, Jingkai Lin, Xiangmin Xu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents.

Wenyu Tao, Xiaofen Xing, Yirong Chen, Linyi Huang, Xiangmin Xu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

2024

Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies.

Maonan Wang, Yirong Chen, Yuheng Kan, Chengcheng Xu, Michael D. Lepech, Man-On Pun, Xi Xiong

IEEE Trans. Intell. Transp. Syst., December, 2024

Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction.

Xinyi Zhang, Yanmin Zhu, Chunyang Wang, Jian Cao, Yirong Chen, Jie Wang

CCF Trans. Pervasive Comput. Interact., June, 2024

Machine Learning-Based Multiparametric Magnetic Resonance Imaging Radiomics Model for Preoperative Predicting the Deep Stromal Invasion in Patients with Early Cervical Cancer.

Haowen Yan, Gaoting Huang, Zhihe Yang, Yirong Chen, Zhiming Xiang

J. Imaging Inform. Medicine, 2024

Domain Adaption and Unified Knowledge Base Motivate Better Retrieval Models in Dialog Systems With RAG.

Huadong Lin, Yirong Chen, Wenyu Tao, Mingyu Chen, Xiangmin Xu, Xiaofen Xing

Proceedings of the IEEE Spoken Language Technology Workshop, 2024

2023

AMM: An Adaptive Online Map Matching Algorithm.

Hanwen Hu, Shiyou Qian, Jingchao Ouyang, Jian Cao, Han Han, Jie Wang, Yirong Chen

IEEE Trans. Intell. Transp. Syst., May, 2023

BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT.

Yirong Chen, Zhenyu Wang, Xiaofen Xing, Huimin Zheng, Zhipei Xu, Kai Fang, Junhong Wang, Sihang Li, Jieling Wu, Qi Liu, Xiangmin Xu

CoRR, 2023

Speaker-Aware Hierarchical Transformer For Personality Recognition In Multiparty Dialogues.

Wenjing Han, Yirong Chen, Xiaofen Xing, Guohua Zhou, Xiangmin Xu

Proceedings of the IEEE International Conference on Acoustics, 2023

SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations.

Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang, Qi Liu, Xiangmin Xu

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2023, 2023

Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting.

Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech

Proceedings of the 19th IEEE International Conference on Automation Science and Engineering, 2023

2022

Optical Bar Code for Internet Access Application based on Optical camera communication and Bluetooth Control.

Shangsheng Wen, Manxi Liu, Yanyi Chen, Yirong Chen, Futong An, Yingcong Chen, Weipeng Guan

CoRR, 2022

CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI.

Yirong Chen, Weiquan Fan, Xiaofen Xing, Jianxin Pang, Minlie Huang, Wenjing Han, Qianfeng Tie, Xiangmin Xu

CoRR, 2022

@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers.

Hanwen Hu, Yirong Chen, Jingchao Ouyang, Shiyou Qian, Jian Cao, Han Han, Jie Wang, Michael D. Lepech

Proceedings of the International Joint Conference on Neural Networks, 2022

DTFPRS: A Distributed Traffic Flow Prediction Framework Based on Road Segmentation.

Qiqi Cai, Jian Cao, Shiyou Qian, Yirong Chen

Proceedings of the 9th International Conference on Behavioural and Social Computing, 2022

2021

SCHMEAR: scalable construction of holistic models for energy analysis from rooftops.

Thomas R. Dougherty, Tianyuan Huang, Yirong Chen, Rishee K. Jain, Ram Rajagopal

Proceedings of the BuildSys '21: The 8th ACM International Conference on Systems for Energy-Efficient Buildings, Cities, and Transportation, Coimbra, Portugal, November 17, 2021

BERT Based Cross-Task Sentiment Analysis with Adversarial Learning.

Zhiwei He, Xiangmin Xu, Xiaofen Xing, Yirong Chen, Wenjing Han

Proceedings of the ICMI '21 Companion: Companion Publication of the 2021 International Conference on Multimodal Interaction, Montreal, QC, Canada, October 18, 2021

2020

Indoor Real-Time 3-D Visible Light Positioning System Using Fingerprinting and Extreme Learning Machine.

Yirong Chen, Weipeng Guan, Jingyi Li, Hongzhan Song

IEEE Access, 2020

Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks.

Shuhui Qu, Yirong Chen, Jürgen Jasperneite, Michael D. Lepech, Jie Wang

Proceedings of the 25th IEEE International Conference on Emerging Technologies and Factory Automation, 2020

2018

The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison.

Yirong Chen, Collins Wenhan Chu, Mark I. C. Chen, Alex R. Cook

J. Biomed. Informatics, 2018