Hi! I am a Ph.D. student in School of Computing at National University of Singapore (expected to graduate in 2019). I am supervised by Prof. Tat-Seng Chua and work in the Lab for Media Search. Before coming to NUS, I obtained my B.E. degree from School of Computer Science and Engineering advised by Prof. Zhoujun Li at Beihang University in 2015.
My main research interests lie within Web data mining, social media analytics, time-series analysis, recommendation and multi-media.
- Temporal Relational Ranking for Stock Prediction. Fuli Feng, Xiangnan He, Xiang Wang, Cheng Luo, Yiqun Liu and Tat-Seng Chua. ACM Transactions on Information Systems (TOIS) [pdf]
- Cross-domain Recommendation Without Sharing User-relevant Data. Chen Gao, Xiangning Chen, Fuli Feng, Kai Zhao, Xiangnan He, Yong Li and Depeng Jin. WWW 2019 []
- Neural Multi-Task Recommendation from Multi-Behavior Data. Chen Gao, Xiangnan He, Dahua Gan, Xiangning Chen, Fuli Feng, Yong Li, Tat-Seng Chua and Depeng Jin. ICDE 2019 (Short) []
- Explicit Interaction Model towards Text Classification. Cunxiao Du, Zhaozheng Chin, Fuli Feng, Lei Zhu, Tian Gan, Liqiang Nie
- Deep Understanding of Cooking Procedure for Cross-modal Recipe Retrieval. Jingjing Chen, Chong-Wah Ngo, Fuli Feng, and Tat-Seng Chua. ACMMM 2018
- Discrete Factorization Machines for Fast Feature-based Recommendation. Han Liu, Xiangnan He, Fuli Feng, Liqiang Nie, Rui Liu Hanwang Zhang. IJCAI 2018 [pdf][code&data]
- Quality Matters: Accessing cQA Pair Quality via Transductive Multi-View Learning. Xiaochi Wei, Heyan Huang, Liqiang Nie, Fuli Feng, Richang Hong, and Tat-Seng Chua. IJCAI 2018 [pdf][code&data]
- Cross-Domain Depression Detection via Harvesting Social Media. Tiancheng Shen, Jia Jia, Guangyao Shen, Fuli Feng, Xiangnan He, Huanbo Luan, Jie Tang, and Tat-Seng Chua, Thanassis Tiropanis, and Wendy Hall. IJCAI 2018
- Neural Compatibility Modeling with Attentive Knowledge Distillation. Xuemeng Song, Fuli Feng, Xianjing Han, Xin Yang, Wei Liu, and Liqiang Nie. SIGIR 2018 [pdf][code&data]
- An Improved Sampler for Bayesian Personalized Ranking by Leveraging View Data. Jintao Ding, Fuli Feng, Xiangnan He, Guanghui Yu, Yong Li, and Depeng Jin. WWW 2018 (poster) [pdf][code] (Best Poster Award)
- Learning on Partial-Order Hypergraphs. Fuli Feng, Xiangnan He, Yiqun Liu, Liqiang Nie, and Tat-Seng Chua. WWW 2018 [pdf][code under request]
- TEM: Tree-enhanced Embedding Model for Explainable Recommendation. Xiang Wang, Xiangnan He, Fuli Feng, Liqiang Nie, and Tat-Seng Chua. WWW 2018 [pdf][code under request]
- Computational Social Indicators: A Case Study of Chinese University Ranking. Fuli Feng, Liqiang Nie, Xiang Wang, Richang Hong, and Tat-Seng Chua. SIGIR 2017 [pdf][code&data]
- NeuroStylist: Neural Compatibility Modeling for Clothing Matching. Xuemeng Song, Fuli Feng, Jinhuan Liu, Zekun Li, Liqiang Nie, and Jun Ma. MM 2017 [pdf][code&data]
- Depression Detection via Harvesting Social Media: A Multimodal Dictionary Learning Solution. Guangyao Shen, Jia Jia, Liqiang Nie, Fuli Feng, Cunjun Zhang, Tianrui Hu, Tat-Seng Chua, and Wenwu Zhu. IJCAI 2017 [pdf][data]
2019: ACMMM, SIGIR, MMM (International Conference on MultiMedia Modeling)
2018: SIGIR (Content Analysis and Recommendation Track & Application of IR Track), PCM (Pacific-Rim Conference on Multimedia)
2017: ICIMCS
2019: WWW, WSDM
2018: AIRS, EMNLP, CIKM, ACMMM, ACL, IJCAI, KDD, AAAI, WSDM, World Wide Web Journal, Information Sciences, Multimedia Tools and Applications, Multimedia Systems, Transactions on Knowledge and Data Engineering
2017: CIKM, SIGIR, WSDM, MMM, World Wide Web Journal, Information Sciences
2016: Web Science, IEEE MultiMedia
- 2015-Present: Ph.D. student at National University of Singapore
- 2011-2015: B.E. from Beihang University
- Dean's Graduate Research Excellence Award, 2018
- Best Poster Award of The Web Conference (WWW), 2018
- Research Achievement Award from NUS SoC, 2017
- CCF Outstanding Undergraduate Award, 2014
- 1st Prize Award on ASC World Student Supercomputer Challenge, 2014
- Application Innovation Award on ASC World Student Supercomputer Challenge, 2014
- Teaching assistant for Introduction to Media Computing, 2017-18
- Teaching assistant for Social Media Computing, 2016-17
- Teaching assistant for Social Media Computing, 2015-16