王樹徽  研究員  

      研究方向:

      所屬部門:智能信息處理重點實驗室

      導師類別:博導計算機應用技術

      聯系方式:wangshuhui@ict.ac.cn

      個人網頁:https://vipl.ict.ac.cn/view_people.php?url=&id=62

      簡       歷:

      2020年09月 —?至今:中國科學院計算技術研究所,研究員?

      2015年09月 — 2020年09月:中國科學院計算技術研究所,副研究員

      2014年10月 — 2015年09月:中國科學院計算技術研究所,助理研究員

      2012年08月 — 2014年10月:中國科學院計算技術研究所,博士后

      2006年09月 — 2012年07月:中國科學院計算技術研究所,碩博連讀(工學博士)

      2002年09月 — 2006年07月:清華大學,電子工程系,本科(工學學士)

      個人主頁:https://vipl.ict.ac.cn/view_people.php?url=&id=62?

      國科大個人主頁:http://people.ucas.edu.cn/~wangshuhui?

      主要論著:

      期刊文章:

      [1] Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian. Harmonized Multimodal Learning with Gaussian Process Latent Variable Models. IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), accepted.

      [2] Shuhui Wang, Liang Li, Chenxue Yang, Qingming Huang. Regularized Topic-aware Latent Influence Propagation in Dynamic Relational Networks. GeoInformatica, 23(3): 329-352, 2019.

      [3] Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Online Asymmetric Metric Learning with Multi-Layer Similarity Aggregation for Cross-Modal Retrieval. IEEE Transaction on Image Processing, vol. 28, no. 9, pp. 4299-4312, 2019.

      [4] Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian: Multimodal Similarity Gaussian Process Latent Variable Model. IEEE Trans. Image Processing 26(9): 4168-4181, 2017.

      [5]Siyuan Liu, Shuhui Wang. Trajectory Community Discovery and Recommendation by Multi-Source Diffusion Modeling. IEEE Trans. Knowl. Data Eng. 29(4): 898-911, 2017.

      [6] Yan Hua, Shuhui Wang, Siyuan Liu, Anni Cai, Qingming Huang: Cross-Modal Correlation Learning by Adaptive Hierarchical Semantic Aggregation. IEEE Trans. Multimedia 18(6): 1201-1216, 2016.

      [7] Siyuan Liu, Shuhui Wang, Feida Zhu. Structured Learning from Heterogeneous Behavior for Social Identity Linkage. IEEE Trans. Knowl. Data Eng. 27(7): 2005-2019, 2015.

      [8] Shuhui Wang, Qingming Huang, Shuqiang Jiang, Qi Tian: S3MKL: Scalable Semi-Supervised Multiple Kernel Learning for Real-World Image Applications. IEEE Trans. Multimedia 14(4): 1259-1274, 2012.

      ?

      會議文章:

      [1] Shuhao Cui, Shuhui Wang, Junbao Zhuo, Liang Li, Qingming Huang, Qi Tian. Towards Discriminability and Diversity: Batch Nuclear-norm Maximization under Label Insufficient Situations. CVPR, 2020. (Oral)

      [2] Jun Wei, Shuhui Wang, Qingming Huang. F3Net: Fusion, Feedback and Focus for Salient Object Detection. AAAI, 2020. (Oral)

      [3] Yiling Wu, Shuhui Wang, Guoli Song, Qingming Huang. Learning Fragment Self-Attention Embeddings for Image-Text Matching. ACM Multimedia, pp. 2088-2096, 2019. (Oral)

      [4] Junbao Zhuo, Shuhui Wang, Shuhao Cui, Qingming Huang. Unsupervised Open Domain Recognition by Semantic Discrepancy Minimization. In CVPR, 2019.

      [5] Shuhui Wang, Yangyu Chen, Junbao Zhuo, Qingming Huang, Qi Tian. Joint Global and Co-Attentive Representation Learning for Image-Sentence Retrieval. ACM Multimedia, 2018. (Oral)

      [6] Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian: Multimodal Gaussian Process Latent Variable Models with Harmonization. ICCV, pp. 5039-5047, 2017.

      [7] Lingyang Chu, Shuhui Wang, Siyuan Liu, Qingming Huang, Jian Pei: ALID: Scalable Dominant Cluster Detection. PVLDB 8(8): 826-837 (2015).

      [8] Guoli Song, Shuhui Wang, Qingming Huang, Qi Tian: Similarity Gaussian Process Latent Variable Model for Multi-modal Data Analysis. ICCV, 4050-4058, 2015.

      [9] Siyuan Liu, Shuhui Wang, Feida Zhu, Jinbo Zhang, Ramayya Krishnan: HYDRA: large-scale social identity linkage via heterogeneous behavior modeling. SIGMOD Conference 2014: 51-62.

      [10] Shuhui Wang, Shuqiang Jiang, Qingming Huang, Qi Tian: Multi-feature metric learning with knowledge transfer among semantics and social tagging. CVPR 2012: 2240-2247.

      ?

      專利:

      [1] 國家發明專利:一種基于樹結構的圖像分類方法及其系統。第一發明人,已授權。

      [2] 國家發明專利:一種基于密集子圖的視覺詞典生成方法及其系統。第四發明人,已授權。

      [3] 國家發明專利:基于多模態信息融合與圖聚類的跨媒體話題檢測方法。第五發明人,已授權

      科研項目:

      國家自然科學基金面上項目:異構大數據的對象建模及跨域分析技術研究,主持


      獲獎及榮譽:

      擔任ACM Multimedia 2019/2020領域主席,ICIMCS、PCM等領域重要會議出版主席,曾獲2012年CCF科學技術獎、中科院院長獎等。