Publications

Papers

1. Xin Bi, Zhubin Han, Xin Yao, Xiangguo Zhao, Yu-Ping Wang, Ye Yuan. Bridging Trajectory-Aware Evolutionary Graph Learning and Large Language Models for Enhancing Navigability in Social Internet of Things. IEEE Internet of Things Journal. 2025. (SCI Q1, IF=8.2, 中科院1区TOP🔝)
2. Xin Bi, Qinghan Jin, Meiling Song, Xin Yao, Xiangguo Zhao, Ye Yuan. Spatiotemporal Learning With Decoupled Causal Attention for Multivariate Time Series. IEEE Transactions on Big Data. 2025. (SCI Q1, IF=7.5🌟)
3. Xin Bi, Guoliang Zhang, Lijun Lu, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun, Yuliang Ma. A deformable convolutional time-series prediction network with extreme peak and interval calibration. GeoInformatica, 2024, 28(2): 291–312. (CCF-B)
4. Xin Bi, Qingling Jiang, Zhixun Liu, Xin Yao, Haojie Nie, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun. Structure-adaptive graph neural network with temporal representation and residual connections. WWW Journal, 2023, 26(5): 3389–3408. (CCF-B)
5. 毕鑫, 聂豪杰, 赵相国, 袁野, 王国仁. 面向知识图谱约束问答的强化学习推理技术. 软件学报, 2023, 34(10): 4565–4583. (CCF-A)
6. Xin Bi, Haojie Nie, Guoliang Zhang, Lei Hu, Yuliang Ma, Xiangguo Zhao, Ye Yuan, Guoren Wang. Boosting Question Answering over Knowledge Graph with Reward Integration and Policy Evaluation under Weak Supervision. IP&M, 2023, 60(2): 103242. (SCI Q1, IF=7.4, 中科院1区TOP, ESI高被引论文🔥)
7. Mingxu Yuan, Xin Bi, Xuechun Huang, Wei Zhang, Lei Hu, George Y. Yuan, Xiangguo Zhao, Yongjiao Sun. Towards Time-Series Key Points Detection through Self-Supervised Learning and Probability Compensation. DASFAA 2023. (CCF-B)
8. Xiangguo Zhao, Xin Bi, Xiangyu Zeng, Yingchun Zhang, Qiusheng Fang. EDense: A CNN with ELM Based Dense Connection. Neural Computing and Applications, 2023, 35: 3651–3663. (SCI Q1, IF=4.774)
9. Xin Bi, Shining Zhang, Yu Zhang, Lei Hu, Wei Zhang, Wenjing Niu, Ye Yuan, Guoren Wang. CASA-Net: A Context-Aware Correlation CNN for Scale-Adaptive Crack Detection. ACM International Conference on Information and Knowledge Management, 2022. (CCF-B)
10. Xin Bi, Haojie Nie, Xiyu Zhang, Xiangguo Zhao, Ye Yuan, Guoren Wang. Unrestricted Multi-Hop Reasoning Network for Interpretable QA over KG. Knowledge-Based Systems, 2022, 243: 108515. (SCI Q1, IF=8.8, 中科院1区TOP🔝)
11. Xin Bi, Chao Zhang, Fangtong Wang, Zhixun Liu, Xiangguo Zhao, Ye Yuan, Guoren Wang. Uncertainty Based Neural Network for Explainable Trajectory Segmentation. ACM Transactions on Intelligent Systems and Technology, 2022, 13(1): 1–18. (SCI Q1, IF=5.0🌟)
12. Xin Bi, Chao Zhang, Yao He, Xiangguo Zhao, Yongjiao Sun, Yuliang Ma. Explainable Time-Frequency CNN for Microseismic Waveform Classification. Information Sciences, 2021, 546: 883–896. (SCI Q1, IF=6.795)
13. Xin Bi, Xiangguo Zhao, Hong Huang, Deyang Chen, Yuliang Ma. Functional Brain Network Classification for Alzheimer’s Disease with Deep Features and ELM. Cognitive Computation, 2020, 12: 513–527. (SCI Q1, IF=4.287)
14. Yao He, Xin Bi, Xiangguo Zhao, Chao Zhang, Zhixun Liu, Yuliang Ma. Efficient Learning of Big ECG Data for Ventricular Fibrillation Warning. ICDCS 2020: 1370–1375. (CCF-B)

Patents

1. 毕鑫, 聂虎林, 等. 一种湖仓链一体化高效可信大数据存储与分析系统. 202411030576.2. 实审
2. 毕鑫, 冯夏庭, 等. 一种岩石力学大模型构建与知识交互方法. 2024111716381. 受理
3. 毕鑫, 冯夏庭, 等. 一种基于大模型智能体的岩爆微震监测预警报告生成方法. 2024111659533. 受理
4. 毕鑫, 吕智霖, 等. 岩石力学大模型知识交互系统. 2024SR1622000.
5. 毕鑫, 冯夏庭, 等. 东北大学微震波形到时拾取软件V1.0. 2020SR0676133.
6. 毕鑫, 冯夏庭, 等. 东北大学微震波形自动识别软件V1.0. 2020SR0676125.
7. 毕鑫, 等. 一种深埋隧道微震事件自适应定位方法. 202310960102.7. 实审
8. 毕鑫, 等. 一种超大型深部工程灾害物理模拟的智能协同总控系统. 202310065841.X. 实审
9. 毕鑫, 等. 一种超大型三维深部工程灾害孕育过程数字孪生系统. 202310065833.5. 实审
10. 毕鑫, 等. 一种湖仓链一体化高效可信大数据存储与分析系统. 202411030576.2. 受理
11. 毕鑫, 冯夏庭, 张伟, 等. 一种基于U-Net神经网络的隧道微震波形到时拾取方法. ZL202010478269.6. 受理
12. 毕鑫, 黄虹, 赵相国, 刘志勋. 一种面向半结构化数据流主题分类方法. 201910900993.0. 受理
13. 赵相国, 王国仁, 孙永佼, 毕鑫, 等. 一种基于位置的社交网络中Top-k区域用户文本数据推荐方法. 201710281672.8. 授权
14. 赵相国, 王国仁, 孙永佼, 毕鑫, 等. 一种社交网络文本数据的索引方法. 201710281671.3. 授权
15. 姚志宾, 冯夏庭, 胡磊, 张伟, 毕鑫. 东北大学岩爆案例数据库管理系统软件V1.0. 2019SR1215299. 授权
16. 张伟, 冯夏庭, 毕鑫, 等. 一种隧道微震监测岩石破裂事件自动识别方法. 受理