Yirong Chen

According to our database, Yirong Chen authored at least 24 papers between 2018 and 2025.

Collaborative distances:

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

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

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

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