Basic Information

 

                 Shanmin Pang

                     Ph.D, Associate Professor

                  School of Software Engineering

                      Xi'an Jiaotong University

Work Experience

2018-now, School of Software Engineering, Xi'an Jiaotong University, Associate Professor

2017-2018, Department of Computer Science, University of Virginia, Visiting Scholar 

2015-2018, School of Software Engineering, Xi'an Jiaotong University, Assistant Professor

Contact

Address：No. 28 West Xianning Road, Xi'an Jiaotong University, Xi’an, 710049

E-mail: pangsm AT xjtu.edu.cn

Tel: 029-82663000-8014

Research

 Research Areas：

Computer Vision and Machine Learning

Multimedia and Data Mining 

Selective publications（Full list：https://dblp.org/pers/hd/p/Pang:Shanmin）

Journal papers：

[1]    Wenyu Hao, Shanmin Pang (Corresponding author), Jihua Zhu, Yaochen Li. Self-weighting and Hypergraph Regularization for Multi-view Spectral Clustering [J], IEEE Signal Processing Letters, Vol **(No.*), pp 1-5, 2020. (In press)

[2]     Shanmin Pang, Jin Ma, Jianru Xue, Jihua Zhu, Vicente Ordonez. Deep Feature Aggregation and Image Re-ranking with Heat Diffusion for Image Retrieval[J], IEEE Transactions on Multimedia, Vol 21(No.6), pp 1513-1523, 2019.

[3]     Shanmin Pang, Jin Ma, Jihua Zhu, Jianru Xue, Qi Tian. Improving Object Retrieval Quality by Integration of Similarity Propagation and Query Expansion[J], IEEE Transactions on Multimedia, Vol 21 (No. 3), pp 760-770, 2019.

[4]     Shanmin Pang, Jianru Xue, Jihua Zhu, Li Zhu, Qi Tian. Unifying sum and weighted aggregations for efficient yet effective image representation computation[J], IEEE Transactions on Image Processing, Vol 28 (No. 2), pp 841-852, 2019.

[5]     Shanmin Pang, Jihua Zhu, Jiaxing Wang, Vicente Ordonez, Jianru Xue. Building discriminative CNN image representations for object retrieval using the replicator equation[J], Pattern Recognition, vol 83, pp 151-160, 2018.

 

Conference Papers：

[1]     Ruijian Jia, Xinsheng Wang, Shanmin Pang (Corresponding author), Jihua Zhu, Jianru Xue. Look, Listen and Infer [C], ACM MM, 2020. (Project Page)

[2]     Jin Ma, Shanmin Pang (Corresponding author), Bo Yang, Jihua Zhu, Yaochen Li.  Spatial-content Image Search in Complex Scenes[C], WACV, pp. 2492-2500, 2020.

[3]     Shanmin Pang, Jianru Xue, Le Wang, Nanning Zheng. Large-Scale Bundle Adjustment by Parameter Vector Partition[C], ACCV, 2012. Best Application Paper Award.