马建辉

电  话：（0551）63601551

E- mail：jianhui@ustc.edu.cn

个人主页：http://staff.ustc.edu.cn/~jianhui


主要研究方向：智能计算、教育大数据、区块链等


马建辉，男，中国科学技术大学计算机科学与技术学院副教授。分别于1997年、2000年、2006年本科、硕士及博士毕业于中国科学技术大学计算机科学与技术专业，2002年7月留校任教。在IEEE TKDE、ICDM等国际重要会议和期刊上发表多篇论文。作为负责人和项目骨干主持或参与国家基金、重点研发计划、国家高技术重点课题、教育部产学协作及多项省级重点教研项目。曾获王宽诚育才奖，中国科大教学大赛一等奖、最佳教案奖，兴业证券教育奖，中科大“西区精神杰出教学奖”，省级教学成果特等奖，吴文俊人工智能科技进步一等奖。

 

代表性论著：

  1. Haoyu Han, Mengdi Zhang, Min Hou, Fuzheng Zhang, Zhongyuan Wang, Hongwei Wang, Enhong Chen, Jianhui Ma*, and Qi Liu, STGCN: A Spatial-Temporal Aware Graph Learning Method for POI Recommendation, The 20th IEEE International Conference on Data Mining (ICDM’2020), Sorrento, Italy, November 17-20 2020. Accepted.

  2. Wei Tong, Shiwei Tong, Wei Huang, Liyang He, Jianhui Ma*, Qi Liu, and Enhong Chen, Exploiting Knowledge Hierarchy for Finding Similar Exercises in Online Education Systems, The 20th IEEE International Conference on Data Mining (ICDM 2020), Sorrento, Italy, November 17-20, 2020. Accepted.

  3. Runlong Yu, Qi Liu*, Yuyang Ye, Mingyue Cheng, Enhong Chen, Jianhui Ma*. Collaborative List-and-Pairwise Filtering from Implicit Feedback. IEEE Transactions on Knowledge and Data Engineering (IEEE TKDE), Accepted.

  4. Binbin Jin, Defu Lian*, Zheng Liu, Qi Liu, Jianhui Ma, Xing Xie, Enhong Chen* Sampling-Decomposable Generative Adversarial Recommender , Advances in Neural Information Processing Systems (NIPS’2020) Dec. 6-12, 2020,accepted.

  5. Xin Wang, Wei Huang, Qi Liu*, Yu Yin, Zhenya Huang, Le Wu, Jianhui Ma, Xue Wang, Fine-Grained Similarity Measurement between Educational Videos and Exercises, The 28th ACM International Conference on Multimedia (ACM MM’2020), Seattle, USA, October 12-16 2020: 331-339.

  6. Ye Liu, Han Wu, Zhenya Huang, Hao Wang, Jianhui Ma, Qi Liu, Enhong Chen, Hanqing Tao, and Ke Rui, Technical Phrase Extraction for Patent Mining: A Multi-level Approach, The 20th IEEE International Conference on Data Mining (ICDM’2020), Sorrento, Italy, November 17-20 2020. Accepted.

  7. Han Wu, Kun Zhang, Guangyi Lv, Qi Liu, Runlong Yu, Weihao Zhao, Enhong Chen*, Jianhui Ma. Deep Technology Tracing for High-tech Companies. The 19th International Conference on Data Mining (ICDM’2019), 1396-1401, Beijing, China, 2019. 

  8. Xiaoqing Huang, Qi Liu*, Chao Wang, Haoyu Han, Jianhui Ma, Enhong Chen, Yu Su, Shijin Wang. Constructing Educational Concept Maps with Multiple Relationships from Multi-source Data. The 19th International Conference on Data Mining (ICDM’2019), 1108-1113, Beijing, China, 2019. 

  9. Kai Zhang, Hao Qian, Qing Cui, Qi Liu, Longfei Li, Jun Zhou, Jianhui Ma, Enhong Chen. Multi-Interactive Attention Network for Fine-grained Feature Learning in CTR Prediction, The 14th ACM Conference on Web Search and Data Mining(WSDM'2021), Jerusalem, Israel, March 8-12 2021. accepted.