近期论文
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主要学术论著：
Y. Xu, B. Yao, Z. Wang, X. Gao, J. Xie, M. Guo. Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data. IEEE Transactions on Knowledge and Data engineering (TKDE), doi: 10.1109/TKDE.2019.2915828. [CCF A] [IEEE/ACM Trans]
Y. Le, Z. Wang, Z. Quan, J. He, B. Yao. ACV-tree: A New Method for Sentence Similarity Modeling. The 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018, Stockholm, Sweden. [CCF A]
J. Yin, C. Gan, K. Zhao, X. Lin, Z. Quan, Z. Wang. A Novel Model for Imbalanced Data Classification. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020, New York, USA. [CCF A]
W. Liu, Z. Wang, B. Yao, J. Yin. Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism. The 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019, Macao, China.[CCF A]
Z. Quan, Z. Wang, T. Ye, S. Guo. Task Scheduling for Energy Consumption Constrained Parallel Applications on Heterogeneous Computing Systems. IEEE Transactions on Parrallel and Distributed Systems (TPDS), 2020, 31(5): 1165-1182. [CCF A] [IEEE/ACM Trans]
Z. Chen, B. Yao, Z. Wang, X. Gao, S. Shang, S. Ma, M. Guo. Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks. IEEE Transactions on Knowledge and Data engineering (TKDE), doi: 10.1109/TKDE.2020.2975998. [CCF A] [IEEE/ACM Trans]
M. Nie, Z. Wang, C. Gan, Z, Quan, B. Yao, J. Yin. An Improved Hierarchical Datastructure for Nearest Neighbor Search. The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019, poster, Honolulu, Hawaii, USA. [CCF A]
Z. Wang, D. Wang, B. Yao, M. Guo. Probabilistic Range Query over Uncertain Moving Objects in Constrained Two-dimensional Space. IEEE Transactions on Knowledge and Data engineering (TKDE), 2015, 27(3), 866-879. [CCF A] [IEEE/ACM Trans]
X. Lin, Z. Wang, Z. Quan, T. Jiang, X. Zeng. KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction. The 29th International Joint Conference on Artificial Intelligence (IJCAI), 2020. [CCF A]
X. Lin, Z. Wang, L. Ma, X. Wu. Saliency Detection via Multi-Scale Global Cues. IEEE Transactions on Multimedia (TMM), 2019, 21(7): 1646-1659.[CCF B] [IEEE/ACM Trans] [中科院小类一区]
X. Lin, L. Ma, B. Sheng, Z. Wang, W. Chen. Utilizing Two-phase Processing with FBLS for Single Image deraining. IEEE Transactions on Multimedia (TMM), doi:10.1109/TMM.2020.2987703. [CCF B] [IEEE/ACM Trans] [中科院小类一区]
X. Lin, Z. Quan, Z. Wang, H. Huang, X. Zeng. A Novel Molecular Representation with BiGRU Neural Networks for Learning Atoms. Breifings in Bioinformaitics (BIB), doi: 10.1093/bib/bbz125. [CCF B] [中科院一区]
Z. Quan, Z. Wang, Y. Le, B. Yao, K. Li, J. Yin. An Efficient Framework for Sentence Similarity Modeling. IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 2019, 27(4):853-865. [CCF B] [IEEE/ACM Trans] [NLP Top Journal]
Z. Chen, B. Yao, Z. Wang, W. Zhang, K. Zheng, P. Kalnis, F. Tang. ITISS: An Efficient Framework for Querying Big Temporal Data. Geoinformatica, 2020, 24(1): 27-59.[CCF B] [GIS Top Journal]
Z. Wang, B. Yao, R. Cheng, X. Gao, L. Zou, H. Guan, M. Guo. SMe: Explicit & Implicit Constrained-Space Probabilistic Threshold Range Queries for Moving Objects. Geoinformatica, 2016, 20(1): 19-58. [CCF B] [GIS Top Journal]
Z. Wang, X. Lin, M. Fang, B. Yao, Y. Peng, H. Guan, M. Guo. RE2L: An Efficient Output-sensitive Algorithm for Computing Boolean Operations on Circular-arc Polygons and Its Applications. Computer-Aided Design (CAD), 2017, 83(2):1-14. [CCF B] [CAD Top Journal]
D. Yang, J. Guo, Z. Wang, Y. Wang, J. Zhang, L. Hu, J. Yin, J. Cao. FastPM: An Approach to Pattern Matching via Distributed Stream Processing. Information Sciences (INS), 2018, 453: 263-280. [CCF B] [中科院小类一区]
X. Lin, Z. Wang, X. Tan, M. Fang, L. Ma, N. Xiong. MCCH: A Novel Convex Hull-Based Prior Method for Saliency Detection. Information Sciences (INS), 2019, 485: 521-539. [CCF B] [中科院小类一区]
M. Nie, Z. Wang, J. Yin, B. Yao. Reachable Region Query and Its Applications. Information Sciences (INS), 2019, 476:95-105. [CCF B] [中科院小类一区]
X. Lin, K. Zhao, T. Xiao, Z. Quan, Z. Wang, P. S. Yu. DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Prediction. The 24th European Conference on Artificial Intelligence (ECAI), 2020. [CCF B]
H. Liu, L. Yang, J. Ding, Y. Guo, X. Xie, Z. Wang. Scalable Tensor-Train-Based Tensor Computations for Cyber-Physical-Social Big Data. IEEE Transactions on Computational and Social Systems (TCSS), doi:10.1109/TCSS.2019.2957337. [IEEE/ACM Trans]
J. Zhang, Z. Wang, K. Wang, S. Guo, B. Wang, M. Guo. Improving Power Efficiency for Online Video Streaming Service: A Self-Adaptive Approach. IEEE Transactions on Sustainable Computing (TSUSC), short, 2019, 4(3): 308-313. [IEEE/ACM Trans]
M. Zeng, B. Yao, Z. Wang, Y. Shen, F. Li, J. Zhang, H. Lin, M. Guo. CATIR: An Efficient Method for Content-and-Text Based Image Retrieval. Journal of Computer Science and Technology (JCST), 2019, 34(2): 287-304. [CCF B]
Z. Quan, Y. Guo, X. Lin, Z. Wang, X. Zeng. GraphCPI: Graph Neural Representation Learning for Compound-Protein Interaction. IEEE International Conference on Bioinformatics & Biomedicine (BIBM), 2019, San Diego, California, USA. [CCF B]
Z. Wang, Z. Quan, Z. Wang, X. Hu, Y. Chen. Text To Image Synthesis with Bidirectional Generative Adversarial Network. IEEE International Conference on Multimedia & Expo (ICME),oral, 2020, London, United Kingdom. [CCF B]
W. Liu, Z. Wang, B. Yao, M. Nie, J. Wang, R. Mao and J. Yin. Geographical Relevance Model for Long Tail Point-of-Interest Recommendation. The 23rd International Conferfence on Database Systems for Advanced Applications (DASFAA), 2018, Gold Coast, Queensland, Australia. [CCF B]
Z. Quan, X. Lin, Z. Wang, Yan Liu, F. Wang, K. Li. A System for Learning Atoms Based on Long Short-Term Memory Recurrent Neural Networks. IEEE International Conference on Bioinformatics & Biomedicine (BIBM), 2018, Madrid, Spain. [CCF B]
Z. Wang, L. Ma, X. Lin, H. Zhong. Saliency Detection via Multi-Center Convex Hull Prior. The 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018, Calgary, Canada. [CCF B]
B. Yao, W. Zhang, Z. Wang, Z. Chen, S. Shang, K. Zheng, M. Guo. Distributed In-memory Analytics for Big Temporal Data. The 23rd International Conference on Database Systems for Advanced Applications (DASFAA),2018, Gold Coast, Queensland, Australia. [CCF B]
Z. Wang, L. Ma, X. Lin, X. Wu. MSGC: A New Bottom-Up Model for Salient Object Detection. IEEE International Conference on Multimedia & Expo (ICME), oral, 2018, San Diego, California, USA. [CCF B]
H. Hu, S. Qian, J. Cao, J. Yu, G. Xue, Y. Zhu, M. Li, Z. Wang. Optimizing The Waiting Time of Sensors in A MANET to Strike A Balance between Energy Consumption and Data Timeliness. The 25th IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2019, Tianjin, China. [Best Student Paper]
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