Selected Papers ( Click here for all files. Refresh the redirect page if not connected. )

• 2020

[j6] Jun Guo and Wenwu Zhu, “Collective Affinity Learning for Partial Cross-Modal Hashing,” IEEE Transactions on Image Processing, volume 29, pages 1344~1355, DOI: 10.1109/TIP.2019.2941858.

[c14] Yitong Meng, Xinyan Dai, Xiao Yan, James Cheng, Weiwen Liu, Jun Guo, Benben Liao, and Guangyong Chen, “PMD: An Optimal Transportation-based User Distance for Recommender Systems,” in European Conference on Information Retrieval (ECIR), Poster Presentation, pages 272~280, Lisbon, Portugal, April 2020.

[c13] Jun Guo, Heng Chang, and Wenwu Zhu, “Preserving Ordinal Consensus: Towards Feature Selection for Unlabeled Data,” in AAAI Conference on Artificial Intelligence (AAAI), Spotlight & Poster Presentation, pages 75~82, New York City, New York, USA, February 2020.

• 2019

[j5] Xin Zheng, Yanqing Guo, Jun Guo, and Xiangwei Kong, “U²F²S²: Uncovering Feature-level Similarities for Unsupervised Feature Selection,” Neural Processing Letters, volume 49, issue 3, pages 1071~1091, June 2019.

[j4] Yi Li, Yanqing Guo, Jun Guo, Zhuang Ma, Xiangwei Kong, and Qian Liu, “Joint CRF and Locality-Consistent Dictionary Learning for Semantic Segmentation,” IEEE Transactions on Multimedia, volume 21, issue 4, pages 875~886, April 2019. (The extension of our work in ACPR'15.)

[c12] Weiwen Liu, Jun Guo, Nasim Sonboli, Robin Burke, and Shengyu Zhang, “Personalized Fairness-aware Re-ranking for Microlending,” in ACM Conference on Recommender Systems (RecSys), Poster Presentation, pages 467~471, Copenhagen, Denmark, September 2019.

[c11] Jun Guo and Jiahui Ye*, “Anchors Bring Ease: An Embarrassingly Simple Approach to Partial Multi-view Clustering,” in AAAI Conference on Artificial Intelligence (AAAI), Spotlight & Poster Presentation, pages 118~125, Honolulu, Hawaii, USA, January 2019. (*: co-first author)

[c10] Zeyang Lei, Yujiu Yang, Min Yang, Wei Zhao, Jun Guo, and Yi Liu, “A Human-like Semantic Cognition Network for Aspect-level Sentiment Classification,” in AAAI Conference on Artificial Intelligence (AAAI), Spotlight & Poster Presentation, pages 6650~6657, Honolulu, Hawaii, USA, January 2019.

• 2018

[j3] Qianyu Wang, Yanqing Guo, Jun Guo, and Xiangwei Kong, “Synthesis K-SVD Based Analysis Dictionary Learning for Pattern Classification,” Multimedia Tools and Applications, volume 77, issue 13, pages 17023~17041, July 2018.

[c9] Jun Guo and Wenwu Zhu, “Partial Multi-view Outlier Detection Based on Collective Learning,” in AAAI Conference on Artificial Intelligence (AAAI), Oral Presentation, pages 298~305, New Orleans, Louisiana, USA, February 2018.

[c8] Jun Guo and Wenwu Zhu, “Dependence Guided Unsupervised Feature Selection,” in AAAI Conference on Artificial Intelligence (AAAI), Oral Presentation, pages 2232~2239, New Orleans, Louisiana, USA, February 2018.

• 2017

[j2] Jiujun Wang, Yanqing Guo, Jun Guo, Xiangyang Luo, and Xiangwei Kong, “Class-aware Analysis Dictionary Learning for Pattern Classification,” IEEE Signal Processing Letters, volume 24, issue 12, pages 1822~1826, December 2017.

[j1] Jiujun Wang, Yanqing Guo, Jun Guo, Ming Li, and Xiangwei Kong, “Synthesis Linear Classifier Based Analysis Dictionary Learning for Pattern Classification,” Neurocomputing, volume 238, pages 103~113, May 2017.

[c7] Jun Guo, Yanqing Guo, Xiangwei Kong, and Ran He, “Unsupervised Feature Selection with Ordinal Locality,” in IEEE International Conference on Multimedia and Expo (ICME), Oral Presentation, pages 1213~1218, Hong Kong, China, July 2017.

• 2016

[c6] Jun Guo, Yanqing Guo, Bo Wang, Xiangwei Kong, and Ran He, “Topology Preserving Dictionary Learning for Pattern Classification,” in IEEE International Joint Conference on Neural Networks (IJCNN), Oral Presentation, pages 1709~1715, Vancouver, Canada, July 2016.

[c5] Jun Guo, Yanqing Guo, Xiangwei Kong, Man Zhang, and Ran He, “Discriminative Analysis Dictionary Learning,” in AAAI Conference on Artificial Intelligence (AAAI), Oral Presentation, pages 1617~1623, Phoenix, Arizona, USA, February 2016.

• 2015

[c4] Zhihao Xu, Yanqing Guo, Jun Guo, and Xiangwei Kong, “Hybrid Dictionary Learning for JPEG Steganalysis,” in Asia-Pacific Signal and Information Processing Association Annual Summit and Conference (APSIPA ASC), Oral Presentation, pages 711~714, Hong Kong, China, December 2015.

[c3] Yi Li, Yanqing Guo, Jun Guo, Ming Li, and Xiangwei Kong, “CRF with Locality-Consistent Dictionary Learning for Semantic Segmentation,” in IAPR Asian Conference on Pattern Recognition (ACPR), Poster Presentation, pages 509~513, Kuala Lumpur, Malaysia, November 2015.

[c2] Jun Guo, Yanqing Guo, Yi Li, Bo Wang, and Ming Li, “Locality Sensitive Discriminative Dictionary Learning,” in IEEE International Conference on Image Processing (ICIP), Oral Presentation, pages 1558~1562, Quebec City, Canada, September 2015.

• 2014

[c1] Jun Guo, Yanqing Guo, Lingyun Li, and Ming Li, “A Universal JPEG Image Steganalysis Method Based on Collaborative Representation,” in IEEE International Conference on Security, Pattern Analysis, and Cybernetics (SPAC), Oral Presentation, pages 285~289, Wuhan, China, October 2014.