Dr. MAO Xudong (毛旭東)
Research Output
- 2022
- Published
Cycle Encoding of a StyleGAN Encoder for Improved Reconstruction and Editability
Mao, X., Cao, L., Gnanha, A. T., Yang, Z., Li, Q. & Ji, R., 10 Oct 2022, MM '22: Proceedings of the 30th ACM International Conference on Multimedia. Association for Computing Machinery, p. 2032-2041 (MM 2022 - Proceedings of the 30th ACM International Conference on Multimedia).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
αβ-GAN: Robust Generative Adversarial Networks
Gnanha, A. T., Cao, W., Mao, X., Wu, S., Wong, H. & Li, Q., May 2022, In: Information Sciences. 593, p. 177-200Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 8 - Published
The residual generator: An improved divergence minimization framework for GAN
Gnanha, A. T., Cao, W., Mao, X., Wu, S., Wong, H. & Li, Q., Jan 2022, In: Pattern Recognition. 121, 108222.Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15 - 2020
- Published
Mixing Up Real Samples and Adversarial Samples for Semi-Supervised Learning
Ma, Y., Mao, X., Chen, Y. & Li, Q., Jul 2020, 2020 International Joint Conference on Neural Networks (IJCNN) - 2020 Conference Proceedings. Institute of Electrical and Electronics Engineers, Inc., 9207038. (Proceedings of the International Joint Conference on Neural Networks).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3 - Published
Generating Adversarial Examples by Adversarial Networks for Semi-supervised Learning
Ma, Y., Mao, X., Chen, Y. & Li, Q., Jan 2020, Web Information Systems Engineering – WISE 2019 - 20th International Conference, Proceedings. Cheng, R., Mamoulis, N. & Sun, Y. (eds.). Springer, p. 115-129 (Lecture Notes in Computer Science; vol. 11881).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
- 2019
- Published
On the Effectiveness of Least Squares Generative Adversarial Networks
Mao, X., Li, Q., Xie, H., Lau, R. Y. K., Wang, Z. & Smolley, S. P., Dec 2019, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 41, 12, p. 2947-2960Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 127 - Published
Blockchain-Enabled Smart Contracts for Enhancing Distributor-to-Consumer Transactions
Wang, Q., Lau, R. Y. K. & Mao, X., Nov 2019, In: IEEE Consumer Electronics Magazine. 8, 6, p. 22-28Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 24 - Published
GAN with Pixel and Perceptual Regularizations for Photo-Realistic Joint Deblurring and Super-Resolution
Li, Y., Yang, Z., Mao, X., Wang, Y., Li, Q., Liu, W. & Wang, Y., Jun 2019, Advances in Computer Graphics: Proceedings. Gavrilova, M., Chang, J., Thalmann, N. M., Hitzer, E. & Ishikawa, H. (eds.). Springer Nature Switzerland AG, p. 395-401 (Lecture Notes in Computer Science; vol. 11542 LNCS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - 2018
- Published
Abstractive Summarization with the Aid of Extractive Summarization
Chen, Y., Ma, Y., Mao, X. & Li, Q., Jul 2018, Web and Big Data: Second International Joint Conference, APWeb-WAIM 2018, Proceedings. Cai, Y., Ishikawa, Y. & Xu, J. (eds.). Springer, Cham, Vol. 1. p. 3-15 (Lecture Notes in Computer Science (including subseries Information Systems and Applications, incl. Internet/Web, and HCI); vol. LNCS 10987).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 2 - Published
Unpaired Multi-Domain Image Generation via Regularized Conditional GANs
Mao, X. & Li, Q., Jul 2018, Proceedings of the Twenty-Seventh International Joint Conference on Artificial Intelligence (IJCAI-18). Lang, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 2553-2559Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 9 - 2017
- Published
Least Squares Generative Adversarial Networks
Mao, X., Li, Q., Xie, H., Lau, R. Y. K., Wang, Z. & Smolley, S. P., Oct 2017, Proceedings - 2017 IEEE International Conference on Computer Vision, ICCV 2017. Institute of Electrical and Electronics Engineers, Inc., p. 2813-2821 8237566. (Proceedings of the IEEE International Conference on Computer Vision; vol. 2017).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 3305 - Published
Recent advances in semantic computing and personalization
Xie, H., Wang, F. L., Mao, X., Li, K., Li, Q. & Wang, H., 6 Sept 2017, In: Neurocomputing. 254, p. 1-2Research output: Journal Publications and Reviews › Editorial Preface › peer-review
Scopus citations: 3 - Published
Efficient Path Query Processing Through Cloud-Based Mapping Services
ZHANG, D., LIU, Y., LIU, A., MAO, X. & LI, Q., 2017, In: IEEE Access. 5, p. 12963-12973Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 15 - 2014
- Published
Community-aware user profile enrichment in folksonomy
Xie, H., Li, Q., Mao, X., Li, X., Cai, Y. & Rao, Y., Oct 2014, In: Neural Networks. 58, p. 111-121Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 74 - Published
Mining latent user community for tag-Based and content-Based search in social media
Xie, H., Li, Q., Mao, X., Li, X., Cai, Y. & Zheng, Q., Sept 2014, In: Computer Journal. 57, 9, p. 1415-1430Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 35 - Published
Sentiment topic models for social emotion mining
Rao, Y., Li, Q., Mao, X. & Wenyin, L., 10 May 2014, In: Information Sciences. 266, p. 90-100Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 139 - Published
Popularity tendency analysis of ranking-oriented collaborative filtering from the perspective of loss function
Mao, X., Li, Q., Xie, H. & Rao, Y., 2014, In: Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics). 8421 LNCS, PART 1, p. 451-465Research output: Journal Publications and Reviews › RGC 21 - Publication in refereed journal › peer-review
Scopus citations: 5 - 2013
- Published
Finding dominating set from verbal contextual graph for personalized search in Folksonomy
Jin, T., Xie, H., Lei, J., Li, Q., Li, X., Mao, X. & Rao, Y., 2013, Proceedings - 2013 IEEE/WIC/ACM International Conference on Web Intelligence, WI 2013. Vol. 1. p. 367-372 6690038Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 4 - Published
Recipe popularity prediction based on the analysis of social reviews
Mao, X., Rao, Y. & Li, Q., 2013, 2013 International Joint Conference on Awareness Science and Technology and Ubi-Media Computing: Can We Realize Awareness via Ubi-Media?, iCAST 2013 and UMEDIA 2013. IEEE Computer Society, p. 568-572 6765504Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 6 - 2012
- Published
Context-aware personalized search based on user and resource profiles in folksonomies
Xie, H., Li, Q. & Mao, X., 2012, Web Technologies and Applications: 14th Asia-Pacific Web Conference, APWeb 2012, Proceedings. Springer Verlag, Vol. 7235 LNCS. p. 97-108 (Lecture Notes in Computer Science (including subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics); vol. 7235 LNCS).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Scopus citations: 15
