| 2026 | ACL | On the Representation Geometry of LoRA Model Merging. | Chenyang Lu, Jiaru Li, Jinman Zhao, Xinran Chen, Yining Wang, Renyi Cai, Yuchen Li, Chao He |
| 2026 | KDD | Retain to Refine: Adaptive Online Question Answering via Query Routing and Long-Short Memory. | Yuchen Li, Jiamin Chen, Xinran Chen, Zhiyu Li, Haojie Zhang, Rui Kong, Jiayi Li, Xinyu Ma, Hengyi Cai, Lixin Su, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Linghe Kong, Lei Chen, Dawei Yin |
| 2026 | WCNC | Hybrid Beamforming and Trajectory Optimization for Adaptive Resource Allocation of UAV-enabled ISAC Systems. | Xinran Chen, Jianan Zhu, Chenxi Liu |
| 2026 | WWW | Probe-and-Fetch: Dynamic KV Cache Pruning for Accelerated Long-Context Inference in Web-Scale AI Search. | Yuchen Li, Rui Kong, Xinran Chen, Chengzhe Zhang, Jiamin Chen, Cheng Deng, Xinyu Ma, Haojie Zhang, Tianhao Peng, Hengyi Cai, Shuaiqiang Wang, Jiashu Zhao, Yongqi Zhang, Haoyi Xiong, Jimmy Xiangji Huang, Lei Chen, Jun Wang, Dawei Yin |
| 2025 | ACL | Not All Terms Matter: Recall-Oriented Adaptive Learning for PLM-aided Query Expansion in Open-Domain Question Answering. | Xinran Chen, Ben He, Xuanang Chen, Le Sun |
| 2025 | KDD | Multi-Agent Proactive Information Seeking with Adaptive LLM Orchestration for Non-Factoid Question Answering. | Xinran Chen, Yuchen Li, Hengyi Cai, Zhuoran Ma, Xuanang Chen, Haoyi Xiong, Shuaiqiang Wang, Ben He, Le Sun, Dawei Yin |
| 2025 | SMC | Diffusion-based Data Augmentation via Noise Concatenation for Chest X-Ray Classification. | Xinran Chen, Yujing Xin, Ning Liu, Yanyu Xu, Yonghui Xu, Lizhen Cui |
| 2024 | ACL | Analyze, Generate and Refine: Query Expansion with LLMs for Zero-Shot Open-Domain QA. | Xinran Chen, Xuanang Chen, Ben He, Tengfei Wen, Le Sun |
| 2024 | WWW | Boost Social Recommendation via Adaptive Denoising Network. | Xinran Chen, Chaobo He, Quanlong Guan |
| 2023 | ICONIP | SDPSAT: Syntactic Dependency Parsing Structure-Guided Semi-Autoregressive Machine Translation. | Xinran Chen, Yuran Zhao, Jianming Guo, Sufeng Duan, Gongshen Liu |
| 2022 | IJCNN | Context Modeling with Hierarchical Shallow Attention Structure for Document-Level NMT. | Jianming Guo, Xinran Chen, Zihan Liu, Weijie Yuan, Jianshen Zhang, Gongshen Liu |
| 2022 | IGARSS | A Modified NSPI Missing Information Reconstruction Method for MCD43A4 Over Nepal. | Min Gao, Yan Liu, Yulin Zhan, Juan Li, Xingfa Gu, Sudan Bikash Maharjan, Xinran Chen |
| 2019 | CHIIR | Take One for the Team: Social-emotional Interactions and Outcomes on Social Question and Answers Sites. | Sei-Ching Joanna Sin, Xinran Chen |