| 2026 | WACV | 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 |
| 2025 | ACL | TreeRAG: Unleashing the Power of Hierarchical Storage for Enhanced Knowledge Retrieval in Long Documents. | Wenyu Tao, Xiaofen Xing, Yirong Chen, Linyi Huang, Xiangmin Xu |
| 2025 | ACL | 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 |
| 2025 | COMPSAC | 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 |
| 2025 | EMNLP | 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 |
| 2025 | ICCV | 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 |
| 2025 | ICDAR | Deep Learning for Defect Detection in Answer Document Image. | Jun Xie, Yiming Xia, Sailong Wu, Ruiqing Wu, Yirong Chen |
| 2023 | EMNLP | 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 |
| 2023 | ICASSP | Speaker-Aware Hierarchical Transformer For Personality Recognition In Multiparty Dialogues. | Wenjing Han, Yirong Chen, Xiaofen Xing, Guohua Zhou, Xiangmin Xu |
| 2022 | IJCNN | @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 |
| 2021 | ICMI | BERT Based Cross-Task Sentiment Analysis with Adversarial Learning. | Zhiwei He, Xiangmin Xu, Xiaofen Xing, Yirong Chen, Wenjing Han |
| 2021 | SENSYS | SCHMEAR: scalable construction of holistic models for energy analysis from rooftops. | Thomas R. Dougherty, Tianyuan Huang, Yirong Chen, Rishee K. Jain, Ram Rajagopal |
| 2020 | ETFA | Multi-Agent Context-Aware Dynamic-Scheduling for Large-scale Processing Networks. | Shuhui Qu, Yirong Chen, Jrgen Jasperneite, Michael D. Lepech, Jie Wang |