Biography
I am now at TSAIL Group , Institute for Artificial Intelligence at Tsinghua University. I work with Prof. Jun Zhu.
Before that, I received my Ph.D and B.E. degree from the department of computer science and technology at Tsinghua University in 2018 and 2013. During that period, I also spent time working at Baidu and Ant Financial. I was an exchange student from August, 2011 to December, 2011 in the Chinese University of Hong Kong.
Publications
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Yucen Luo, Tian Tian, Jiaxin Shi, Jun Zhu and Bo Zhang. Semi-crowdsourced Clustering with Deep Generative Models, In proc. of Advances in Neural Information Processing Systems (NeurIPS), Montreal, Canada, 2018.
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Tian Tian, Jun Zhu and You Qiaoben. Max-Margin Majority Voting for Learning from Crowds, IEEE Trans. on Pattern Analysis and Machine Intelligence (PAMI), in press, 2018.
[Appendix]
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Hanjun Dai, Hui Li, Tian Tian, Xin Huang, Lin Wang, Jun Zhu, and Le Song. Adversarial Attack on Graph Structured Data, In Proc. of the 35th International Conference on Machine Learning (ICML), Stockholm, Sweden, 2018.
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Tian Tian, Yichi Zhou and Jun Zhu. Selective Verification Strategy for Learning from Crowds, In Proc. of AAAI Conference on Artificial Intelligence (AAAI), New Orleans, USA, 2018.
[Appendix]
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Tian Tian, Ning Chen and Jun Zhu. Learning Attributes from the Crowdsourced Relative Labels, In Proc. of AAAI Conference on Artificial Intelligence (AAAI), San Fransisco, USA, 2017.
[Appendix][bibtex]
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Bei Chen, Jun Zhu, Nan Yang, Tian Tian, Ming Zhou and Bo Zhang. Jointly Modeling Topics and Intents with Global Order Structure, In Proc. of AAAI Conference on Artificial Intelligence (AAAI), Phoenix, USA, 2016.
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Tian Tian and Jun Zhu. Max-margin Majority Voting for Learning from Crowds, In Proc. of Advances in Neural Information Processing Systems (NIPS), Montreal, Canada, 2015.
[Poster][bibtex]
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Tian Tian, Jun Zhu, Fen Xia, Xin Zhuang and Tong Zhang. Crowd Fraud Detection in Internet Advertising, In Proc. of International World Wide Web Conference (WWW), Florence, Italy, 2015.
[Slides][bibtex]
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Tian Tian and Jun Zhu. Uncovering the Latent Structures of Crowd Labeling, In Proc. of Pacific-Asia Conference on Knowledge Discovery and Data Mining (PAKDD), Ho Chi Minh City, Viet Nam, 2015.
An early version was published on AEARU-CSWT 2015, won the Best Poster Award.
[Slides][bibtex]
Services
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Reviewer: ICML 2017-2019
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Reviewer: ICLR 2018-2020
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Reviewer: AAAI 2017-2020
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Reviewer: NIPS 2016-2019
Awards
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Tsinghua Top Grade Scholarship, 2015
The highest honor for students in Tsinghua University. Only 10 receivers out of more than 30000 graduate students annually.
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Siebel Scholar, class of 2016
Awarded annually for academic excellence and demonstrated leadership to 93 top students from the world's leading graduate schools.
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Excellent Graduate Student Volunteer, Tsinghua University, 2014
10 out of all graduate students volunteers in Tsinghua per year. I participate in a variety of volunteer services, including volunteer team of the the Palace Museum.
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1st Price, Medical Instrument Design Contest, Tsinghua University, 2013
Designed a tumor detection and classification algorithm in this competition.
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Social Activity Excellent Scholarship, Tsinghua University, 2012
10 out of all students in Tsinghua per year. I was in charge of the student's university culture society, promote the university culture and organized campus events.
Teaching
