Yujiu Yang

Associate Professor, Master Advisor 中/en

Dr. Yujiu Yang is currently an associate professor at Tsinghua Shenzhen International Graduate School, Tsinghua University. He received his Ph.D. degree from the Institute of Automation, the Chinese Academy of Sciences. His research interests include Machine learning, basic research in artificial intelligence and its applications in natural language processing, visual content creation, and image understanding.

Selected Publications

(Full list is here)

W. Xia, Y. Yang, and J.-H. Xue, "Cali-Sketch: Stroke Calibration and Completion for High-Quality Face Image Generation from Human-Like Sketches", Elsevier Neurocomputing, 2021.

W. Xia, Y. Yang, J.-H. Xue, and J. Xiao, "Domain Fingerprints for No-reference Image Quality Assessment", IEEE Transactions on Circuits and Systems for Video Technology (TCSVT), 2020.

W. Xia, Y. Yang, and J.-H. Xue, "Unsupervised Multi-Domain Multimodal Image-to-Image Translation with Explicit Domain-Constrained Disentanglement", Elsevier Neural Networks (NN), 2020.

X. Shi, Z. Guo, Z. Lai, Y. Yang, Z. Bao, and D. Zhang, "A Framework of Joint Graph Embedding and Sparse Regression for Dimensionality Reduction", IEEE Transactions on Image Processing (TIP), 2015.

X. Shi, Y. Yang, Z. Guo, and Z. Lai, "Face Recognition by Sparse Discriminant Analysis via Joint L2,1-norm Minimization", Elsevier Pattern Recognition (PR), 2014.

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Z. Lei, Y. Yang, M. ang, W. Zhao, J. Guo, and Y. Liu, "A Human-Like Semantic Cognition Network for Aspect-Level Sentiment Classification", AAAI Conference on Artificial Intelligence (AAAI), 2019.

Z. Lei, Y. Yang, M. Yang, and Y. Liu, "A Multi-sentiment-resource Enhanced Attention Network for Sentiment Classification", Annual Meeting of the Association for Computational Linguistics (ACL), 2018.

P. Zhu, Y. Yang, W. Gao, and Y. Li, "Multi-glance Reading Model for Text Understanding", Annual Meeting of the Association for Computational Linguistics (ACL, Workshop), 2018.

Z. Lei, Y. Yang, and M.Yang, "SAAN: A Sentiment-Aware Attention Network for Sentiment Analysis", ACM Special Interest Group on Information Retrieval (SIGIR), 2018.

Z. Lei, Y. Yang, and Y. Liu, "LAAN: A Linguistic-Aware Attention Network for Sentiment Analysis", International World Wide Web Conference (WWW, Companion Volume), 2018.

Z. Lei, Y. Yang, and M. Yang, "Sentiment Lexicon Enhanced Attention-Based LSTM for Sentiment Classification", AAAI Conference on Artificial Intelligence (AAAI), 2018.

Z. Jin, Y. Yang, X. Bao, B. Huang, "Combining User-based and Global Lexicon Features for Sentiment Analysis in Twitter", International Joint Conference on Neural Networks (IJCNN), 2016.

Awards

First Prize in CAAI Wu Wenjun Artificial Intelligence Science and Technology Award (Ranked 2nd in the awardee list), 2020

Guangdong Science and Technology Progress Award, Third Prize (Ranked 1st in the awardee list), 2016

Guangdong Science and Technology Progress Award, First Prize (广东省科学技术进步奖一等奖), 2014

Shenzhen Science and Technology Progress Award, Second Prize (Ranked 1st in the awardee list), 2015

Best Paper Honorable Mention, ICIST, 2014

Academic Services

Guest Editor：

  • Neurocomputing

Conference Chair：

  • The Third International Conference on Cognitive Computing (ICCC 2020)

  • International Conference on AI and Mobile Services (AIMS 2019)

  • The 16th International Conference on Bioinformatics

Reviewer:

Conference:

  • CVPR,

  • ICCV,

  • ACL,

  • EMNLP,

  • AAAI,

  • NeurIPS

  • ....

Journal:

  • IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI)

  • IEEE Transactions on Image Processing (TIP)

  • IEEE Transactions on Multimedia （TMM）

  • ....


Teaching

Teaching: Selected Topics on Intelligent Information Processing (智能信息处理专题)、Introduction to Statistical Learning Theory (统计学习理论导论)

Co-Teaching: Collection and Intelligent Processing of Big Data (大数据的采集与智能处理)