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)

Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks. - Shuhui Qu; Yirong Chen; Jürgen Jasperneite; Michael D. Lepech; Jie Wang 006 (ETFA, 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)

BERT Based Cross-Task Sentiment Analysis with Adversarial Learning. - Zhiwei He 003; Xiangmin Xu; Xiaofen Xing; Yirong Chen; Wenjing Han (ICMI Companion, 2021)

SCHMEAR: scalable construction of holistic models for energy analysis from rooftops. - Thomas R. Dougherty; Tianyuan Huang; Yirong Chen; Rishee K. Jain; Ram Rajagopal (BuildSys, 2021)

DTFPRS: A Distributed Traffic Flow Prediction Framework Based on Road Segmentation. - Qiqi Cai; Jian Cao 001; Shiyou Qian; Yirong Chen (BESC, 2022)

@ME: A Fine-grained Route Recommendation System to Grab Impatient Passengers. - Hanwen Hu; Yirong Chen; Jingchao Ouyang; Shiyou Qian; Jian Cao 001; Han Han; Jie Wang 006; Michael D. Lepech (IJCNN, 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)

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)

Adaptive Hierarchical SpatioTemporal Network for Traffic Forecasting. - Yirong Chen; Ziyue Li 002; Wanli Ouyang; Michael D. Lepech (CASE, 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 005; Xiangmin Xu (EMNLP (Findings), 2023)

Speaker-Aware Hierarchical Transformer For Personality Recognition In Multiparty Dialogues. - Wenjing Han; Yirong Chen; Xiaofen Xing; Guohua Zhou; Xiangmin Xu (ICASSP, 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 005; Xiangmin Xu (CoRR, 2023)

AMM: An Adaptive Online Map Matching Algorithm. - Hanwen Hu; Shiyou Qian; Jingchao Ouyang; Jian Cao 001; Han Han; Jie Wang 006; Yirong Chen (IEEE Trans. Intell. Transp. Syst., 2023)

Domain Adaption and Unified Knowledge Base Motivate Better Retrieval Models in Dialog Systems With RAG. - Huadong Lin; Yirong Chen; Wenyu Tao; Mingyu Chen 016; Xiangmin Xu; Xiaofen Xing (SLT, 2024)

Multi-agent reinforcement learning for vehicular task offloading with multi-step trajectory prediction. - Xinyi Zhang; Yanmin Zhu 006; Chunyang Wang 001; Jian Cao 001; Yirong Chen; Jie Wang 006 (CCF Trans. Pervasive Comput. Interact., 2024)

Traffic Signal Cycle Control With Centralized Critic and Decentralized Actors Under Varying Intervention Frequencies. - Maonan Wang; Yirong Chen; Yuheng Kan; Chengcheng Xu 005; Michael D. Lepech; Man-On Pun; Xi Xiong (IEEE Trans. Intell. Transp. Syst., 2024)

TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents. - Wenyu Tao; Xiaofen Xing; Yirong Chen; Linyi Huang; Xiangmin Xu (ACL (Findings), 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 (ACL (1), 2025)

PREFER: A Pre-trained Model Recommendation Framework for Edge Computing Enabled Traffic Flow Prediction. - Qiqi Cai; Jian Cao 001; Yirong Chen; Shiyou Qian; Liangxiao Yuan; Jie Wang 006 (ACM Trans. Knowl. Discov. Data, 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, 2025)

MPF: A Multi-Noise Perception Framework to Enhance Online Map Matching Algorithms. - Hanwen Hu; Cheng Zeng; Shiyou Qian; Jianhua Zhou; Jian Cao 001; Yirong Chen; Jie Wang 006; Han Han (IEEE Trans. Intell. Transp. Syst., 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, 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, 2025)