News
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[May, 2022] One papers are accepted by SIGKDD on trajectory
similarity learning!
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[Apr, 2022] One papers are accepted by TKDE on cold-start
recommendation!
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[Mar, 2022] Two papers are accepted by SIGIR on
knowledge-aware recommendation and robust recommender systems!
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[Feb, 2021] One papers are accepted by VLDB on
spatio-temporal traffic prediction!
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[Dec, 2020] One papers are accepted by ICDE on trajectory
clustering!
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Research
My goal is to build reliable models with a focus on their explainability (to facilitate human
understanding), data privacy (to preserve users' privacy), and robustness (to data noise), which
guarantee their trustworthiness in critical real-world applications.
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Spatio-Temporal Trajectory Similarity Learning in Road Networks
Ziquan Fang, Yuntao Du, Xinjun Zhu, Danlei Hu, Lu Chen, Yunjun Gao, Christian S. Jensen
SIGKDD, 2022.
[paper]
[code]
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HAKG: Hierarchy-Aware Knowledge Gated Network for Recommendation
Yuntao Du, Xinjun Zhu, Lu Chen, Baihua Zheng, Yunjun Gao
SIGIR, 2022.
[paper]
[code]
[slides]
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Self-Guided Learning to Denoise for Robust Recommendation
Yunjun Gao, Yuntao Du, Yujia Hu,
Lu Chen, Xinjun Zhu, Baihua Zheng
SIGIR, 2022.
[paper]
[code]
[slides]
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MetaKG: Meta-learning on Knowledge Graph for Cold-start Recommendation
Yuntao Du, Xinjun Zhu, Lu Chen,
Ziquan Fang, Yunjun Gao
TKDE, 2022.
[paper]
[code]
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E2DTC: An End to End Deep Trajectory Clustering Framework via Self-Training
Ziquan Fang, Yuntao Du, Lu Chen,
Yujia Hu, Yunjun Gao, Gang Chen
ICDE, 2021.
[paper]
[code]
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MDTP: A Multi-source Deep Traffic Prediction Framework over Spatio-Temporal Trajectory Data
Ziquan Fang, Lu Pan, Lu Chen, Yuntao
Du, Yunjun Gao
VLDB, 2021.
[paper]
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Zhejiang University
2020.09 - Now
M.Eng. in Computer Science
Advisor: Prof. Yunjun Gao
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Microsoft Research Asia
2022.05 - Now
Research Intern, Social Computing Group
Advisor: Dr. Jianxun Lian and Dr.
Xing Xie
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East China Normal University
2015.09 - 2020.07
B.Eng. in Data Science
B.Sc. in Statisitics (Second Major)
Advisor: Prof. Jiali Mao,
Prof. Weining Qian
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Professional Service
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Conference Program Committee Members: AAAI'23
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Honors & Awards
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SIGIR Student Travel Grant, 2022.
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National Scholarship (Top 1%), 2021.
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Tencent Scholarship (Top 1%), 2021.
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Excellent Undergraduate Student (Top 1%), 2020.
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Miscellaneous
I love to play badminton and swimming. I am/was the captain of my department badminton/swimming
team.
I also love to write Chinese calligraphy (Shufa) and play the violin.
Paganini's works are my favorite.
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Template adapted from Jon Barron.
Last updated: Jun 8, 2022
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