梁婷婷

梁婷婷,计算机学院副研究员,硕士生导师。2019年毕业于浙江大学计算机科学与技术专业,获工学博士学位。2016-2017年于美国伊利诺伊大学芝加哥分校Philip S. Yu教授组进行访问学习。自201912月起任职于杭州电子科技大学计算机学院.

 

主要研究方向包括数据挖掘,推荐系统,神经网络,自然语言处理,服务计算。目前已发表学术论文20余篇,其中在IEEE Transactions on Services Computing,ACM Transactions on Internet Technology (TOIT),IEEE Transactions on VehicularTechnology (TVT), Knowledge-Based Systems(KBS),SIGIR, ICDM, ICSOC等国际权威期刊及会议上发表10余篇。承担国家自然科学基金青年基金项目1项,以主要参与人身份参与国家自然科学基金项目2项。

 

联系邮箱:liangtt@hdu.edu.cn

 

发表论文:

1.      [ASOC] Tingting Liang, Xuan Sheng, Li Zhou, Youhuizi Li, Honghao Gao Yuyu Yin*, Liang Chen, “Mobile app recommendation via heterogeneous graph neural network in edge computing”, Applied Soft Computing, 2021/5/1.

2.      [TOIT] Yuyu Yin, Haoran Xu, Tingting Liang*, Honghao Gao, Antonella Longo, “Leveraging Data Augmentation for Service QoS Prediction in Cyber-Physical Systems”, Transactions on Internet Technology (TOIT), 2021/3/8.

3.      [SIGIR] Tingting Liang, Congying Xia, Yuyu Yin, Philip S Yu, “Joint Training Capsule Network for Cold Start Recommendation”, Proceedings of the 43rd International ACM SIGIR Conference on Research and Development in Information Retrieval, 2020.

4.      [TSC] Tingting Liang, Liang Chen, JianWu, Guandong Xu, and ZhaohuiWu, “SMS: A Framework for Service Discovery by Incorporating Social Media Information”, IEEE Transactions on Services Computing,2016/11/22.

5.      [KBS] Tingting Liang, Lei Zheng, Liang Chen, Yao Wan, Philip S. Yu, and Jian Wu, “Multi-View Factorization Machines for Mobile App Recommendation based on Hierarchical Attention”, Knowledge based Systems (KBS), 2020/1/1.

6.      [ICDM] Tingting Liang, Lifang He, Chun-Ta Lu, Liang Chen, Philip S. Yu, Jian Wu, “A Broad Learningapproach for Context-Aware Mobile Application Recommendation”, International Conference on Data Mining (ICDM), New Orleans, USA, 2017.

7.      [ICWS] Tingting Liang, Liang Chen, Xingde Ying, Philip S. Yu, Jian Wu, and Zibin Zheng, “Mobile Application Rating Prediction via Feature-Oriented Matrix Factorization”, International Conference on WebServices (ICWS), Honolulu, Hawaii, USA, 2017.

8.      [ICSOC] Tingting Liang, Liang Chen, Jian Wu, Hai Dong, and Athman Bouguettaya, “Meta-Path based Service Recommendation in Heterogeneous Information Networks”, International Conference on ServicesOriented Computing (ICSOC), Alberta, Canada, 2016.

9.      [ICWS] Tingting Liang, Liang Chen, Jian Wu, and Athman Bouguettaya, “Exploiting Heterogeneous Information for Tag Recommendation in API Management”, International Conference on Web Services(ICWS), San Francisco, USA, 2016.

[ICSOC] Tingting Liang, Liang Chen, Zhining Xie, Wei Yang, and Jian Wu, “CASE: A Platform for Crowdsourcing based API Search”, International Conference on Service Oriented Computing (ICSOC), Goa, India, 2015.