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ORCIDYirong Chen
This is just a disambiguation page, and is not intended to be the bibliography of an actual person. Any publication listed on this page has not been assigned to an actual author yet. If you know the true author of one of the publications listed below, you are welcome to contact us.
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2020 – today
- 2025
[j8]Hanwen Hu
, Cheng Zeng, Shiyou Qian, Jianhua Zhou, Jian Cao, Yirong Chen, Jie Wang, Han Han:
MPF: A Multi-Noise Perception Framework to Enhance Online Map Matching Algorithms. IEEE Trans. Intell. Transp. Syst. 26(4): 4633-4646 (2025)- [j7]Qiqi Cai, Jian Cao, Yirong Chen, Shiyou Qian, Liangxiao Yuan, Jie Wang:
PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction. ACM Trans. Knowl. Discov. Data 19(2): 30:1-30:26 (2025) - [c13]Wenyu Tao, Xiaofen Xing, Yirong Chen, Linyi Huang, Xiangmin Xu:
TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents. ACL (Findings) 2025: 356-371 - [c12]Haojie Xie, Yirong Chen, Xiaofen Xing, Jingkai Lin, Xiangmin Xu:
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling. ACL (1) 2025: 1081-1115 - [c11]Muran Yu, Jie Wang, Yirong Chen, Micheal D. Lepech, Ying Liu, Kincho H. Law:
Ontology-based Adaptive Knowledge System (OAKS): Adaptive and Consistent Knowledge Acquisition through LLMs for Diverse User Backgrounds. COMPSAC 2025: 593-599 - [c10]Jun Xie, Yiming Xia, Sailong Wu, Ruiqing Wu, Yirong Chen:
Deep Learning for Defect Detection in Answer Document Image. ICDAR (Workshops 1) 2025: 226-244 - [i17]Junming Liu, Siyuan Meng, Yanting Gao, Song Mao, Pinlong Cai, Guohang Yan, Yirong Chen, Zilin Bian, Botian Shi, Ding Wang:
Aligning Vision to Language: Text-Free Multimodal Knowledge Graph Construction for Enhanced LLMs Reasoning. CoRR abs/2503.12972 (2025) - [i16]Maonan Wang, Yirong Chen, Aoyu Pang, Yuxin Cai, Chung Shue Chen, Yuheng Kan, Man-On Pun:
VLMLight: Traffic Signal Control via Vision-Language Meta-Control and Dual-Branch Reasoning. CoRR abs/2505.19486 (2025) - [i15]Junming Liu, Yanting Gao, Siyuan Meng, Yifei Sun, Aoqi Wu, Yufei Jin, Yirong Chen, Ding Wang, Guosun Zeng:
Mosaic: Data-Free Knowledge Distillation via Mixture-of-Experts for Heterogeneous Distributed Environments. CoRR abs/2505.19699 (2025) - [i14]Siyuan Meng, Junming Liu, Yirong Chen, Song Mao, Pinlong Cai, Guohang Yan, Botian Shi, Ding Wang:
From Ranking to Selection: A Simple but Efficient Dynamic Passage Selector for Retrieval Augmented Generation. CoRR abs/2508.09497 (2025) - [i13]Yifei Sun, Junming Liu, Yirong Chen, Xuefeng Yan, Ding Wang:
TimeMKG: Knowledge-Infused Causal Reasoning for Multivariate Time Series Modeling. CoRR abs/2508.09630 (2025) - [i12]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:
A Survey of Scientific Large Language Models: From Data Foundations to Agent Frontiers. CoRR abs/2508.21148 (2025) - [i11]Mingyu Chen, Jingkai Lin, Zhaojie Chu, Xiaofen Xing, Yirong Chen, Xiangmin Xu:
CATCH: A Novel Data Synthesis Framework for High Therapy Fidelity and Memory-Driven Planning Chain of Thought in AI Counseling. CoRR abs/2509.25733 (2025) - [i10]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:
TranSimHub:A Unified Air-Ground Simulation Platform for Multi-Modal Perception and Decision-Making. CoRR abs/2510.15365 (2025) - [i9]Weihua Cheng, Ersheng Ni, Wenlong Wang, Yifei Sun, Junming Liu, Wangyu Shen, Yirong Chen, Botian Shi, Ding Wang:
MGA: Memory-Driven GUI Agent for Observation-Centric Interaction. CoRR abs/2510.24168 (2025) - [i8]Sen Xu, Yi Zhou, Wei Wang, Jixin Min, Zhibin Yin, Yingwei Dai, Shixi Liu, Lianyu Pang, Yirong Chen, Junlin Zhang:
Tiny Model, Big Logic: Diversity-Driven Optimization Elicits Large-Model Reasoning Ability in VibeThinker-1.5B. CoRR abs/2511.06221 (2025) - 2024
- [j6]Xinyi Zhang, Yanmin Zhu, Chunyang Wang, Jian Cao, Yirong Chen, Jie Wang:
Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction. CCF Trans. Pervasive Comput. Interact. 6(2): 101-114 (2024) - [j5]Haowen Yan, Gaoting Huang, Zhihe Yang, Yirong Chen, Zhiming Xiang:
Machine Learning-Based Multiparametric Magnetic Resonance Imaging Radiomics Model for Preoperative Predicting the Deep Stromal Invasion in Patients with Early Cervical Cancer. J. Imaging Inform. Medicine 37(1): 230-246 (2024) - [j4]Maonan Wang, Yirong Chen, Yuheng Kan, Chengcheng Xu, Michael D. Lepech, Man-On Pun, Xi Xiong:
Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies. IEEE Trans. Intell. Transp. Syst. 25(12): 20085-20104 (2024) - [c9]Huadong Lin, Yirong Chen, Wenyu Tao, Mingyu Chen, Xiangmin Xu, Xiaofen Xing:
Domain Adaption and Unified Knowledge Base Motivate Better Retrieval Models in Dialog Systems With RAG. SLT 2024: 1047-1052 - [i7]Maonan Wang, Yirong Chen, Yuheng Kan, Chengcheng Xu, Michael D. Lepech, Man-On Pun, Xi Xiong:
Traffic Signal Cycle Control with Centralized Critic and Decentralized Actors under Varying Intervention Frequencies. CoRR abs/2406.08248 (2024) - [i6]Haojie Xie, Yirong Chen, Xiaofen Xing, Jingkai Lin, Xiangmin Xu:
PsyDT: Using LLMs to Construct the Digital Twin of Psychological Counselor with Personalized Counseling Style for Psychological Counseling. CoRR abs/2412.13660 (2024) - 2023
- [j3]Hanwen Hu, Shiyou Qian, Jingchao Ouyang, Jian Cao, Han Han, Jie Wang, Yirong Chen:
AMM: An Adaptive Online Map Matching Algorithm. IEEE Trans. Intell. Transp. Syst. 24(5): 5039-5051 (2023) - [c8]Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech:
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. CASE 2023: 1-6 - [c7]Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang, Qi Liu, Xiangmin Xu:
SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations. EMNLP (Findings) 2023: 1170-1183 - [c6]Wenjing Han, Yirong Chen, Xiaofen Xing, Guohua Zhou, Xiangmin Xu:
Speaker-Aware Hierarchical Transformer For Personality Recognition In Multiparty Dialogues. ICASSP 2023: 1-5 - [i5]Yirong Chen, Ziyue Li, Wanli Ouyang, Michael D. Lepech:
Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. CoRR abs/2306.09386 (2023) - [i4]Yirong Chen, Zhenyu Wang, Xiaofen Xing, Huimin Zheng, Zhipei Xu, Kai Fang, Junhong Wang, Sihang Li, Jieling Wu, Qi Liu, Xiangmin Xu:
BianQue: Balancing the Questioning and Suggestion Ability of Health LLMs with Multi-turn Health Conversations Polished by ChatGPT. CoRR abs/2310.15896 (2023) - [i3]Yirong Chen, Xiaofen Xing, Jingkai Lin, Huimin Zheng, Zhenyu Wang, Qi Liu, Xiangmin Xu:
SoulChat: Improving LLMs' Empathy, Listening, and Comfort Abilities through Fine-tuning with Multi-turn Empathy Conversations. CoRR abs/2311.00273 (2023) - 2022
- [c5]Qiqi Cai, Jian Cao, Shiyou Qian, Yirong Chen:
DTFPRS: A Distributed Traffic Flow Prediction Framework Based on Road Segmentation. BESC 2022: 1-7 - [c4]Hanwen Hu, Yirong Chen, Jingchao Ouyang, Shiyou Qian, Jian Cao, Han Han, Jie Wang, Michael D. Lepech:
@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers. IJCNN 2022: 1-8 - [i2]Yirong Chen, Weiquan Fan, Xiaofen Xing, Jianxin Pang, Minlie Huang, Wenjing Han, Qianfeng Tie, Xiangmin Xu:
CPED: A Large-Scale Chinese Personalized and Emotional Dialogue Dataset for Conversational AI. CoRR abs/2205.14727 (2022) - [i1]Shangsheng Wen, Manxi Liu, Yanyi Chen, Yirong Chen, Futong An, Yingcong Chen, Weipeng Guan:
Optical Bar Code for Internet Access Application based on Optical camera communication and Bluetooth Control. CoRR abs/2212.11761 (2022) - 2021
- [c3]Zhiwei He, Xiangmin Xu, Xiaofen Xing, Yirong Chen, Wenjing Han:
BERT Based Cross-Task Sentiment Analysis with Adversarial Learning. ICMI Companion 2021: 58-62 - [c2]Thomas R. Dougherty, Tianyuan Huang, Yirong Chen, Rishee K. Jain, Ram Rajagopal:
SCHMEAR: scalable construction of holistic models for energy analysis from rooftops. BuildSys 2021: 111-120 - 2020
- [j2]Yirong Chen, Weipeng Guan, Jingyi Li, Hongzhan Song:
Indoor Real-Time 3-D Visible Light Positioning System Using Fingerprinting and Extreme Learning Machine. IEEE Access 8: 13875-13886 (2020) - [c1]Shuhui Qu, Yirong Chen, Jürgen Jasperneite, Michael D. Lepech, Jie Wang:
Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks. ETFA 2020: 1213-1216
2010 – 2019
- 2018
- [j1]Yirong Chen, Collins Wenhan Chu, Mark I. C. Chen, Alex R. Cook:
The utility of LASSO-based models for real time forecasts of endemic infectious diseases: A cross country comparison. J. Biomed. Informatics 81: 16-30 (2018)
Coauthor Index
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