计算金融系

邮箱: xiongjie@swufe.edu.cn

办公室：通博楼D406

个人简介

熊杰，毕业于中国人民大学信息学院，现任教于西南财经大学。研究方向为大模型预训练，自然语言处理，推荐系统，信息检索等。担任IEEE Transactions on Neural Networks and Learning Systems（TNNLS）、Expert Systems with Applications (ESWA)、Information Processing & Management (IPM) 、ACM SIGKDD Conference on Knowledge Discovery and Data Mining（KDD）、Joint European Conference on Machine Learning and Knowledge Discovery in Databases（ECML-PKDD）等国际期刊和会议审稿人。熊杰在奇虎360，知乎等互联网企业拥有多年工作经验，主要负责大模型预训练，内容&用户理解，搜索排序等，带领团队多次取得业务突破，积累了丰富的工业界实践经验，在学术研究和落地应用上具有广泛的交流与合作。

讲授课程

深度学习、商业数据挖掘与分析、数据挖掘、财经数据结构与算法应用

研究成果

l Jie Xiong, Li Yu, Xi Niu, and Youfang Leng. "XRR: Extreme multi-label text classification with candidate retrieving and deep ranking." Information Sciences 622 (2023): 115-132.

l Jie Xiong, Li Yu, Dongsong Zhang, and Youfang Leng. "DNCP: An attention-based deep learning approach enhanced with attractiveness and timeliness of News for online news click prediction." Information & Management 58, no. 2 (2021): 103428.

l Jie Xiong, Huiyuan Li, Qiyuan Duan and Qihan Du. "Towards Extreme Multi-label Text Classification Through Group-wise Label Ranking", The 35th International Conference on Software Engineering and Knowledge Engineering, SEKE2023

l Youfang Leng, Li Yu, and Jie Xiong. "Recurrent convolution basket map for diversity next-basket recommendation." Database Systems for Advanced Applications 25th International Conference, DASFAA 2020

l Youfang Leng, Li Yu, and Jie Xiong. "Deepreviewer: Collaborative grammar and innovation neural network for automatic paper review." 2019 International Conference on Multimodal Interaction. 2019.