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Publications – 2017

2017

  • Naifan Zhuang, Jun Ye, and Kien A. Hua, “Convolutional DLSTM for Crowd Scene Understanding,” in Proceedings of IEEE Symposium on Multimedia, Taichung, Taiwan, December 11-13, 2017.
  • Kai Li, Jun Ye, Guo-Jun Qi, and Kien A. Hua, “Linear Subspace Ranking Hashing for Cross-Modal Retrieval,” in IEEE Transactions on Pattern Analysis and Machine Intelligence (TPAMI), Vol 39, Issue 9, September 2017, pp. 1825-1838.
  • Kai Li, Guo-Jun Qi, Jun Ye, Tuoerhongjiang Yusuph, and Kien A. Hua. “Semantic Image Retrieval with Feature Space Rankings.” International Journal of Semantic Computing, Vol. 11, No. 2, June 2017, pp. 171-192.
  • Jun Ye, Hao Hu, Guo-Jun Qi, and Kien A. Hua, “A Temporal Order Modeling Approach to Human Action Recognition from Multimodal Sensor Data,” in ACM Transactions on Multimedia Computing, Communications, and Applications, Vol. 13, No. 2, March 2017.
  • Afsaneh Razi, Kien A. Hua, and Akbar Majidi, “NQ-GPLS: N-Queen Inspired Gateway Placement and Learning Automata-based Gateway Selection in Wireless Mesh Network,” in Proc.15th ACM International Symposium on Mobility Management and Wireless Access, Miami, Florida, November 21-25, 2017
  • Kutalmis Akpinar, Trevor Ballard, Kien A. Hua, Kai Li, Sansiri Tarnpradab, and Jun Ye. “COMMIT: A Multimedia Collaboration System for Future Workplaces with the Internet of Things.” In Proceedings of the 8th ACM on Multimedia Systems Conference, pp. 349-360. ACM, 2017.
  • Kutalmis Akpinar and Kien A. Hua. “Deduplication Overlay Network.” In Proceedings of the 16th IEEE International Symposium on Network Computing and Applications (NCA 2017), Cambridge, MA.
  • Kutalmis Akpinar, Fereshteh Jafariakinabad, Kien A. Hua, Omar Nakhila, Jun Ye and Cliff Zou. “Fault-Tolerant Network-Server Architecture for Time-Critical Web Applications.” In the 15th IEEE International Conference on Dependable, Autonomic and Secure Computing (DASC 2017)
  • Yang Liu, Zhonglei Gu, Yiu-ming Cheung, and Kien A. Hua, “What Makes a Video Intriguing? – Media Interestingness Analysis via Multi-view Manifold Learning,” in Proc. ACM International Conference on Multimedia Retrieval (Special Session “Identifying and Linking Interesting Content in Large Audiovisual Repositories”), Bucharest, Romania, June 6-9, 2017.
  • Naifan Zhuang, Tuoerhongjiang Yusufu, Jun Ye, and Kien A. Hua, “Group Activity Recognition with Differential Recurrent Convolutional Neural Networks,” in Proc. 12th IEEE International Conference on Automatic Face and Gesture Recognition (FG2017), Washington D.C., May 30 – June 3, 2017 (Oral presentation).
  • Sansiri Tarnpradab, Fei Liu, and Kien A. Hua, “Toward Extractive Summarization of Online Forum Discussions via Hierarchical Attention Networks”, in Proc. of 30th International FLAIRS Conference, Marco Island, Florida, May 22-24, 2017.
  • Bo Tang, Man Lung Yiu, and Kien A. Hua, “Exploit Every Bit: Effective Caching for High-Dimensional Nearest Neighbor Search,” in Proc. of IEEE International Conference on Data Engineering (ICDE), San Diego, U.S.A. April 19-22, 2017. (Extended abstract for poster presentation)
  • Kutalmis Akpinar and Kien A. Hua, “ThingStore – An Internet of Things Management System,” in Proc. of IEEE Int’l Conference on Multimedia Big Data, Laguna Hills, California, April 19-21, 2017. (Invited paper)
  • Tsz Nam Chan, Man Lung Yiu, and Kien A. Hua, “Efficient Sub-Window Nearest Neighbor Search on Matrix,” in IEEE Transaction on Knowledge and Data Engineering (TKDE), Vol. 29, No. 04, April 2017, pp. 784-797.