Xin Wang

王鑫

Assistant Professor

Dr. Xin Wang is currently an Assistant Professor at the Department of Computer Science and Technology, Tsinghua University, China. He got both of his Ph.D. and B.E. degrees in Computer Science and Technology from Zhejiang University, China. He also holds a Ph.D. degree in Computing Science from Simon Fraser University, Canada. His research interests include media big data analysis, cross-modal intelligence and recommendation in social media.

News

Work Experiences

Assistant Professor
2020.1 - Present

Research Area

  • Media Big Data Analysis
  • Dataming
  • Cross-media Intelligence
Postdoc Researcher
2017.7 - 2019.12

Advisor: Dr. Wenwu Zhu

Visiting Scholar
2016.8 - 2017.5

DeviantArt

Vancouver
Data Scientist Intern
2014.5 - 2014.10

Advisors: Dr. Roger Donaldson (Caltech), Dr. Peter Gorniak (MIT), Christopher Nell (UBC)

Education

Ph.D. Computer Science and Techonology

2011.9 - 2017.7
Supervisor: Dr. Chun Chen

Ph.D. Computing Science


2013.9 - 2016.7
Supervisor: Dr. Martin Ester

B.E. Computer Science and Techonology

2007.9 - 2011.7

Honors & Awards

Professional Services

  • Program Committee Member: ICML 2020, IJCAI 2020, AAAI 2020, ACM KDD 2019, ACM CIKM 2019
  • Finance Chair: ACM CIKM 2019
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Publications

2021

  • Haoyang Li, Xin Wang, Ziwei Zhang, Jianxin Ma, Peng Cui, Wenwu Zhu. Intention-aware Sequential Recommendation with Structured Intent Transition. IEEE Transactions on Knowledge and Data Engineering 2021.
  • 2020

  • Guohao Li, Xin Wang, Wenwu Zhu. Boosting Visual Question Answering with Context-aware Knowledge Aggregation. ACM Multimedia 2020.
  • Guangyao Shen, Xin Wang, Xuguang Duan, Hongzhi Li, Wenwu Zhu. MEmoR: A Dataset for Multimodal Emotion Reasoning in Videos. ACM Multimedia 2020.
  • Bin Huang, Siao Tang, Guangyao Shen, Guohao Li, Xin Wang, Wenwu Zhu. Commonsense Learning: An Indispensable Path towards Human-centric Multimedia. ACM Multimedia 2020.
  • Yaoyuan Liang, Xin Wang, Xuguang Duan, Wenwu Zhu. Multi-Modal Contextual Graph Neural Network for Text Visual Question Answering. IEEE ICPR 2020.
  • Jianxin Ma, Chang Zhou, Hongxia Yang, Peng Cui, Xin Wang, Wenwu Zhu. Disentangled Self-Supervision in Sequential Recommenders. ACM KDD 2020.
  • Yuhang Jiang, Xin Wang, Wenwu Zhu. Hardware-aware Transformable Architecture Search with Efficient Search Space. IEEE ICME 2020.
  • Wenwu Zhu, Xin Wang, Wen Gao. Multimedia Intelligence: When Multimedia Meets Artificial Intelligence. IEEE Transactions on Multimedia 2020.
  • Wenwu Zhu, Xin Wang, Peng Cui. Deep Learning for Learning Graph Representations. Deep Learning: Concepts and Architectures. Published by Springer, Cham. 2020.
  • Sheng Zhou, Xin Wang, Jiajun Bu, Martin Ester, Pinggang Yu, Jiawei Chen, Qihao Shi, Can Wang. DGE: Deep Generative Network Embedding Based on Commonality and Individuality. AAAI 2020.
  • Xiang Li, Yao Wu, Martin Ester, Ben Kao, Xin Wang, Yudian Zheng. SCHAIN-IRAM: An Efficient and Effective Semi-supervised Clustering Algorithm for Attributed Heterogeneous Information Networks. IEEE Transactions on Knowledge and Data Engineering 2020.
  • 2019

  • Xin Wang, Wenwu Zhu, Chenghao Liu. Semi-supervised Deep Quantization for Cross-modal Search. ACM Multimedia 2019.
  • Wenwu Zhu, Xin Wang, Wenpeng Zhang. AutoML and Meta-learning for Multimedia. ACM Multimedia 2019.
  • Guohao Li, Xin Wang, Wenwu Zhu. Perceptual Visual Reasoning with Knowledge Propagation. ACM Multimedia 2019.
  • Yue Liu, Xin Wang, Yitian Yuan, Wenwu Zhu. Cross-Modal Dual Learning for Sentence-to-Video Generation. ACM Multimedia 2019.
  • Wenwu Zhu, Xin Wang, Hongzhi Li. Multi-modal Deep Analysis for Multimedia. IEEE Transactions on Circuits and Systems for Video Technology 2019.
  • Xin Wang, Wenwu Zhu, Chenghao Liu. Social Recommendation with Optimal Limited Attention. ACM KDD 2019.
  • Chenghao Liu, Tao Lu, Xin Wang, Zhiyong Cheng, Jianling Sun, C.H. Steven Hoi. Compositional Coding for Collaborative Filtering. SIGIR 2019.
  • Shengze Yu, Xin Wang, Wenwu Zhu, Peng Cui, Jingdong Wang. Disparity-preserved Deep Cross-platform Association for Cross-platform Video Recommendation. IJCAI 2019.
  • Jianxin Ma, Peng Cui, Kun Kuang, Xin Wang, Wenwu Zhu. Disentangled Graph Convolutional Networks. ICML 2019.
  • Xin Wang#, Chenghao Liu#, Tao Lu, Wenwu Zhu, Jianling Sun, Steven C.H. Hoi. Discrete Social Recommendation. AAAI 2019.
  • 2018 and Before

  • Sheng Zhou, Hongxia Yang, Xin Wang, Jiajun Bu, Martin Ester, Pinggang Yu, Jianwei Zhang, Can Wang. PRRE: Personalized Relation Ranking Embedding for Attributed Networks. ACM CIKM 2018.
  • Xin Wang, Wenwu Zhu, Chun Chen, Martin Ester. Joint User- and Event- Driven Stable Social Event Organization. WWW 2018.
  • Xin Wang, Steven C.H. Hoi, Chenghao Liu, Martin Ester. Interactive Social Recommendation. ACM CIKM 2017.
  • Xin Wang, Steven C.H. Hoi, Martin Ester, Jiajun Bu, Chun Chen. Learning Personalized Preference of Strong and Weak Ties for Social Recommendation. WWW 2017.
  • Xiang Li, Yao Wu, Martin Ester, Ben Kao, Xin Wang, Yudian Zheng. Semi-supervised Clustering in Attributed Heterogeneous Information Networks. WWW 2017.
  • Xin Wang, Wei Lu, Martin Ester, Can Wang, Chun Chen. Social Recommendation with Strong and Weak Ties. CIKM 2016.
  • Xin Wang, Roger Donaldson, Christopher Nell, Peter Gorniak, Martin Ester, Jiajun Bu. Recommending Groups to Users Using User-Group Engagement and Time-Dependent Matrix Factorization. AAAI 2016.
  • Xin Wang, Can Wang, Li Shang, Zhanli Sun. Dispersion Constraint Based Non-negative Sparse Coding Model. Neural Processing Letters 2015.
  • Li Shang, Xin Wang, Yan Zhou, Zhanli Sun. A new ISR method based on the combination of modified K-SVD model and RAMP algorithm. Neurocomputing 2015.
  • Zhi Yu, Can Wang, Jiajun Bu, Xin Wang, Yue Wu, Chun Chen. Friend Recommendation with Content Spread Enhancement in Social Networks. Information Sciences 2015.
  • Extracurricular Activities

    Top Hobbies

    98%

    Bassoon

    Chief Bassoon Player of Wen Qin Symphony Orchestra in Zhejiang University, China.
    90%

    Accordion

    Degree 10 Certification (highest) of accordion performance in Tianjin Conservatory of Music, China.
    85%

    Saxophone

    Degree 6 Certification of saxophone performance in Tianjin Conservatory of Music, China.

    Other Hobbies

    Piano Basketball Table Tennis Badminton Swimming
    Skating Skiing Hiking

    I occasionally play piano or basketball in spare time, bellow are some of my recent videos just for fun.