工作履历

2021-至今 北京工业大学 讲师

课程教学

本科生课程：数据库原理

科研项目

l 中国金融期货交易所投资者行为画像项目 2019.05-2022.11 保密项目

l 蚂蚁金服金融领域事件抽取项目 2017.08-2018.8

主要论文论著

[1] Lin, Yuhan, Lingfeng Niu, Yang Xiao（Corresponding author） and Ruizhi Zhou. “Diluted Binary Neural Network.” Pattern Recognition (2023): n. pag.

[2] Shi, Yong, Anda Tang, Yang Xiao and Lingfeng Niu. “A lightweight network for COVID-19 detection in X-ray images.” Methods  209 (2022): 29 - 37.

[3] Xiao Yang, Pei Quan, Minglong Lei and Lingfeng Niu. “Latent neighborhood-based heterogeneous graph representation.” Neural networks : the official journal of the International Neural Network Society 154 (2022): 413-424 .

[4] Shi, Yong, Pei Quan, Yang Xiao, Minglong Lei and Lingfeng Niu. “Graph Influence Network.” IEEE transactions on cybernetics  (2022): n. pag.

[5] Shi, Yong, Yuanying Zhang, Yang Xiao and Lingfeng Niu. “Optimization Strategies for Client Drift in Federated Learning: A review.” International Conference on Information Technology and Quantitative Management (2022).

[6] Zheng, Lei, Pei Quan, Minglong Lei, Yang Xiao and Lingfeng Niu. “Optimal Transport Guided Node Classification in Cross Networks.” International Conference on Information Technology and Quantitative Management (2022).

[7] Shi, Yong, Yang Xiao, Pei Quan, Minglong Lei and Lingfeng Niu. “Document-level relation extraction via graph transformer networks and temporal convolutional networks.” Pattern Recognit. Lett. 149 (2021): 150-156.

[8] Zheng, Lei, Yang Xiao and Lingfeng Niu. “A brief survey on Computational Gromov-Wasserstein distance.” International Conference on Information Technology and Quantitative Management (2021).

[9] Shi, Yong, Yang Xiao, Pei Quan, Minglong Lei and Lingfeng Niu. “Distant Supervision Relation Extraction via adaptive dependency-path and additional knowledge graph supervision.” Neural networks : the official journal of the International Neural Network Society 134 (2020): 42-53 .

[10] Guo, Shichao, Yang Xiao and Lingfeng Niu. “GGTAN: Graph Gated Talking-Heads Attention Networks for Traveling Salesman Problem.” 2020 IEEE/WIC/ACM International Joint Conference on Web Intelligence and Intelligent Agent Technology (WI-IAT) (2020): 676-681.

[11] Shi, Yong, Yang Xiao and Lingfeng Niu. “A Brief Survey of Relation Extraction Based on Distant Supervision.” International Conference on Conceptual Structures (2019).

[12] Yang, Hang, Yubo Chen, Kang Liu, Yang Xiao and Jun Zhao. “DCFEE: A Document-level Chinese Financial Event Extraction System based on Automatically Labeled Training Data.” Annual Meeting of the Association for Computational Linguistics (2018).