• Yutao Zhang

    PhD Student, Tsinghua University

    I am a PhD student at Knowledge Engineering Group, Computer Science Department, Tsinghua University, working with Prof. Jie Tang.

    My research interests include Data Mining, Natural Language Processing and Applied Machine Learning. More specifically, my research work mainly focus on integrating and understanding hetergeneous information from structured, semi-structured and natural language data sources.

    I am the technical lead, product designer and full stack developer of the acdamic social network mining system AMiner.

Publications

COSNET: Connecting Heterogeneous Social Networks with Local and Global Consistency

Yutao Zhang, Jie Tang, Zhilin Yang, Jian Pei, Philip Yu
To Appear In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2015
Oral presentation, acceptance rate 19%.
[PDF] [Slides]


EgoNetCloud: Event-based Egocentric Dynamic Network Visualization

Qingsong Liu, Yifan Hu, Lei Shi, Xinzhu Mu, Yutao Zhang, Jie Tang
IEEE Visual Analytics Science and Technology (VAST)
[PDF]


Collaborative Embedding Features and Diversified Ensemble for E-Commerce Repeat Buyer Prediction

Zhanpeng Fang, Zhilin Yang, Yutao Zhang
To Appear In Proceedings of International Joint Conference on Artificial Intelligence (IJCAI) Workshop, 2015
Invited paper, competition winners.
[PDF] [Slides]


Active Learning for Streaming Networked Data

Zhilin Yang, Jie Tang, Yutao Zhang
In Proceedings of ACM International Conference on Information and Knowledge Management (CIKM), 2014
Full paper, acceptance rate 21%.
[PDF]


SAE: Social Analytic Engine for Large Networks

Yang Yang, Jianfei Wang, Yutao Zhang, Wei Chen, Jing Zhang, Honglei Zhuang, Zhilin Yang, Bo Ma, Zhanpeng Fang, Sen Wu, Xiaoxiao Li, Debing Liu, Jie Tang
In Proceedings of ACM SIGKDD International Conference on Knowledge Discovery and Data Mining (KDD), 2013
Demo paper.
[PDF]
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