Publications

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• Loader: A Log Anomaly Detector Based on Transformer.
  T. Xiao, Z. Quan, Z. Wang, Y. Le, Y. Du, X. Liao, K. Li, K. Li
  IEEE Transactions on Service Computing (TSC), doi: 10.1109/TSC.2023.3280575. 
  [CCF A] [IEEE/ACM Trans] [PDF]

• Skia: Scalable and Efficient In-Memory Analytics for Big Spatial-Textual Data.
  Y. Xu, B. Yao, Z. Wang, X. Gao, J. Xie, M. Guo. 
  IEEE Transactions on Knowledge and Data engineering (TKDE), 2020, 32(12): 2467-2480. 
  [CCF A] [IEEE/ACM Trans] [PDF]

• Cover Tree Revisited: Exploiting Unused Distance and Direction Information.
  Z. Wang, M. Nie, K. Zhao, Z. Quan, B. Yao.
  IEEE Transactions on Knowledge and Data engineering (TKDE), doi: 10.1109/TKDE.2022.3231781.  
  [CCF A] [IEEE/ACM Trans] [PDF] 

• ACV-tree: A New Method for Sentence Similarity Modeling.            
  ​Y. Le, Z. Wang, Z. Quan,  J. He, B. Yao.
  The 27th International Joint Conference on Artificial Intelligence (IJCAI), 2018, Stockholm, Sweden.
  [CCF A] [PDF]

• A Novel Model for Imbalanced Data Classification.
  J. Yin, C. Gan, K. Zhao, X. Lin, Z. Quan, Z. Wang.
  The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI), 2020, New York, USA. 
  [CCF A]  [PDF]

• Geo-ALM: POI Recommendation by Fusing Geographical Information and Adversarial Learning Mechanism.
  W. Liu, Z. Wang, B. Yao, J. Yin.
  The 28th International Joint Conference on Artificial Intelligence (IJCAI), 2019, Macao, China. 
  [CCF A] [PDF]

• Task Scheduling for Energy Consumption Constrained Parallel Applications on Heterogeneous Computing Systems.
  Z. Quan, Z. Wang, T. Ye, S. Guo.
  IEEE Transactions on Parrallel and Distributed Systems (TPDS), 2020, 31(5): 1165-1182. 
  [CCF A] [IEEE/ACM Trans] [PDF]

• Flexible Aggregate Nearest Neighbor Queries and its Keyword-Aware Variant on Road Networks.
  Z. Chen, B. Yao, Z. Wang, X. Gao, S. Shang, S. Ma, M. Guo.
  IEEE Transactions on Knowledge and Data engineering (TKDE), 2021, 33(12): 3701-3715. 
  [CCF A] [IEEE/ACM Trans] [PDF]

• An Improved Hierarchical Datastructure for Nearest Neighbor Search.
  M. Nie, Z. Wang, C. Gan, Z, Quan, B. Yao, J. Yin.
  The 33rd AAAI Conference on Artificial Intelligence (AAAI), 2019, poster, Honolulu, Hawaii, USA.
  [CCF A] [PDF]

• Probabilistic Range Query over Uncertain Moving Objects in Constrained Two-dimensional Space.   ​
  Z. Wang, D. Wang, B. Yao, M. Guo. 
  IEEE Transactions on Knowledge and Data engineering (TKDE), 2015, 27(3), 866-879.
  [CCF A] [IEEE/ACM Trans] [PDF]

• KGNN: Knowledge Graph Neural Network for Drug-Drug Interaction Prediction.
  X. Lin, Z. Wang, Z. Quan, T. Jiang, X. Zeng.
  The 29th International Joint Conference on Artificial Intelligence (IJCAI), 2020.
  [CCF A] [PDF] 

• Saliency Detection via Multi-Scale Global Cues.  
  X. Lin, Z. Wang, L. Ma,  X. Wu.
  IEEE Transactions on Multimedia (TMM), 2019, 21(7): 1646-1659. 
  [CCF B] [IEEE/ACM Trans] [PDF]

• Utilizing Two-phase Processing with FBLS for Single Image deraining.
  X. Lin, L. Ma, B. Sheng,  Z. Wang, W. Chen.
  IEEE Transactions on Multimedia (TMM), 2021, 23: 664-676.
  [CCF B] [IEEE/ACM Trans] [PDF]

• An Efficient Framework for Sentence Similarity Modeling.
  Z. Quan, Z. Wang, Y. Le, B. Yao, K. Li, J. Yin. 
  IEEE/ACM Transactions on Audio, Speech and Language Processing (TASLP), 2019, 27(4):853-865. 
  [CCF B] [IEEE/ACM Trans] [NLP Top Journal] [PDF]  

• Semantic-Aware Dehazing Network with Adaptive Feature Fusion.
  S. Zhang, W. Ren, X. Tan, Z. Wang. Y. Liu, J. Zhang, X. Cao.
  IEEE Transactions on Cybnetics (TCYB), 2023, 53(1): 454-467.
  [CCF B] [IEEE/ACM Trans] [PDF]

• Effectively Identifying Compound-Protein Interaction using Graph Neural Representation.
  X. Lin, Z. Quan,   Z. Wang, Y. Guo, X. Zeng, P. S. Yu.
  IEEE/ACM Transactions on Computational Biology and Bioinformatics (TCBB)，2023，20(2):932-943.
  [CCF B] [IEEE/ACM Trans] [PDF]

• ITISS: An Efficient Framework for Querying Big Temporal Data.
  Z. Chen, B. Yao, Z. Wang, W. Zhang, K. Zheng, P. Kalnis, F. Tang.
  Geoinformatica, 2020, 24(1): 27-59.
  [CCF B] [GIS Top Journal] [PDF]

• SMe: Explicit & Implicit Constrained-Space Probabilistic Threshold Range Queries for Moving Objects.
  Z. Wang, B. Yao, R. Cheng, X. Gao, L. Zou, H. Guan, M. Guo.
  Geoinformatica, 2016, 20(1): 19-58.
  [CCF B] [GIS Top Journal] [PDF]

• RE2L: An Efficient Output-sensitive Algorithm for Computing Boolean Operations on Circular-arc Polygons and Its Applications.
  Z. Wang, X. Lin, M. Fang, B. Yao, Y. Peng, H. Guan, M. Guo. 
  Computer-Aided Design (CAD), 2017, 83(2):1-14.
  [CCF B] [CAD Top Journal] [PDF]

• A Novel Molecular Representation with BiGRU Neural Networks for Learning Atoms.
  X. Lin, Z. Quan, Z. Wang, H. Huang, X. Zeng.
  Breifings in Bioinformaitics (BIB), 2020, 21(6): 2099-2111.
  [CCF B] [PDF]

• FastPM: An Approach to Pattern Matching via Distributed Stream Processing.   ​​   
  D. Yang, J. Guo, Z. Wang, Y. Wang, J. Zhang, L. Hu, J. Yin, J. Cao.             
  Information Sciences (INS), 2018, 453: 263-280​. 
  [CCF B] [PDF]

• MCCH: A Novel Convex Hull-Based Prior Method for Saliency Detection.
  X. Lin, Z. Wang, X. Tan, M. Fang, L. Ma, N. Xiong.
  Information Sciences (INS), 2019, 485: 521-539. 
  [CCF B] [PDF] 

• Reachable Region Query and Its Applications.   
  M. Nie, Z. Wang, J. Yin, B. Yao.
  Information Sciences (INS), 2019, 476:95-105. 
  [CCF B] [PDF] 

• DeepGS: Deep Representation Learning of Graphs and Sequences for Drug-Target Prediction.
  X. Lin, K. Zhao, T. Xiao, Z. Quan, Z. Wang, P. S. Yu.
  The 24th European Conference on Artificial Intelligence (ECAI), 2020.
  [CCF B] [PDF]

• LPV: A Log Parser Based on Vectorization for Offline and Online Log Parsing.
  T. Xiao, Z. Quan, Z. Wang, K. Zhao, X. Liao. 
  The 20th IEEE International Conference on Data Mining (ICDM), 2020, Sorrento, Italy.
  [CCF B] [PDF]

• A Novel Transformer-based Two Stage Framework for Multi-Label Image Classification.
  Z. Wang, N. Zhong, X. Lin.
  The 15th IEEE International Conference on Knowledge Graph (ICKG), 2024, Abu Dhabi, UAE.
  [PDF] 

• Salient Object Detection Based on Multiscale Segmentation and Fuzzy Broad Learning.
  X. Lin, Z. Wang, R. Li, M. Fang, L. Ma.
  The Computer Journal (COMPJ), 2022,65(4):1006-1019.
  [CCF B] [PDF]

• CATIR: An Efficient Method for Content-and-Text Based Image Retrieval. 
  M. Zeng, B. Yao, Z. Wang, Y. Shen, F. Li, J. Zhang, H. Lin, M. Guo.
  Journal of Computer Science and Technology (JCST), 2019, 34(2): 287-304.
  [CCF B] [PDF]

• GraphCPI: Graph Neural Representation Learning for Compound-Protein Interaction.
  Z. Quan, Y. Guo, X. Lin, Z. Wang, X. Zeng.
  IEEE International Conference on Bioinformatics & Biomedicine (BIBM), 2019, San Diego, California, USA.
  [CCF B] [PDF]

• Text To Image Synthesis with Bidirectional Generative Adversarial Network.
  Z. Wang, Z. Quan, Z. Wang, X. Hu, Y. Chen.
  IEEE International Conference on Multimedia & Expo (ICME), oral, 2020, London, United Kingdom.
  [CCF B] [PDF]

• Geographical Relevance Model for Long Tail Point-of-Interest Recommendation.   
  W. Liu, Z. Wang, B. Yao, M. Nie, J. Wang, R. Mao and J. Yin.
  The 23rd International Conferfence on Database Systems for Advanced Applications (DASFAA), 2018, Gold Coast, Queensland, Australia.
  [CCF B] [PDF]

• A System for Learning Atoms Based on Long Short-Term Memory Recurrent Neural Networks.
  Z. Quan, X. Lin, Z. Wang, Yan Liu, F. Wang, K. Li.
  IEEE International Conference on Bioinformatics & Biomedicine (BIBM), 2018, Madrid, Spain.
  [CCF B] [PDF]

• Saliency Detection via Multi-Center Convex Hull Prior.  
  Z. Wang, L. Ma, X. Lin, H. Zhong.
  The 43rd IEEE International Conference on Acoustics, Speech, and Signal Processing (ICASSP), 2018, Calgary, Canada.
  [CCF B] [long version]

• Distributed In-memory Analytics for Big Temporal Data.   
  B. Yao, W. Zhang, Z. Wang, Z. Chen, S. Shang, K. Zheng, M. Guo.
  The 23rd International Conference on Database Systems for Advanced Applications (DASFAA),2018, Gold Coast, Queensland, Australia.
  [CCF B] [PDF]

• MSGC: A New Bottom-Up Model for Salient Object Detection.   
  Z. Wang, L. Ma, X. Lin, X. Wu.
  IEEE International Conference on Multimedia & Expo (ICME), oral, 2018, San Diego, California, USA.
  [CCF B] [long version]

• Scalable LPV: A Log Parsing Framework Based on Vectorization.
  T. Xiao, Z. Quan, Z. Wang, K. Zhao, X. Liao, H. Huang, Y. Du, K. Li.
  IEEE Transactions on Network and Service Management (TNSM), doi: 10.1109/TNSM.2023.3248124.
  [IEEE/ACM Trans][CCF C] [PDF]

• Scalable Tensor-Train-Based Tensor Computations for Cyber-Physical-Social Big Data.
  H. Liu, L. Yang, J. Ding, Y. Guo, X. Xie, Z. Wang.
  IEEE Transactions on Computational and Social Systems (TCSS), 2020, 7(4): 873-885.
  [IEEE/ACM Trans][CCF C] [PDF]

• Improving Power Efficiency for Online Video Streaming Service: A Self-Adaptive Approach.  
  J. Zhang, Z. Wang, K. Wang, S. Guo, B. Wang, M. Guo.
  IEEE Transactions on Sustainable Computing (TSUSC), short, 2019, 4(3): 308-313.
  [IEEE/ACM Trans] [CCF C] [PDF]

• Optimizing The Waiting Time of Sensors in A MANET to Strike A Balance between Energy Consumption and Data Timeliness.
  H. Hu, S. Qian, J. Cao, J. Yu, G. Xue, Y. Zhu, M. Li, Z. Wang.
  The 25th IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2019, Tianjin, China.
  [Best Student Paper] [CCF C] [PDF] 

• Image Deraining Based on Dual-Channel Component Decomposition.
  X. Lin, D. Xu, P. Tan, L. Ma, Z. Wang.
  Computer & Graphics (CG), 2023,116: 93-101.
  [CCF C] [PDF] 

• A Solution for High Availability Memory Access. 
  C. Gan, B. Wang, Z. Wang, H. Liu, D. Yang, J. Yin, S. Qian, S. Guo.
  The 19th Interenational Conference on Algorithms and Architectures for Parallel Processing (ICA3PP), 2019, Melbourne, Australia. 
  [CCF C] [PDF]  

• ISAECC:An Improved Scheduling Approach for Energy Consumption Constrained Parallel Applications on Heterogeneous Distributed Systems.
  T. Ye, Z. Wang, Z. Quan, S. Guo, K. Li, K. Li.
  The 24th IEEE International Conference on Parallel and Distributed Systems (ICPADS), 2018, Singapore.
  [CCF C] [PDF] 

• Optimizing Power Consumption of Mobile Devices for Video Streaming over 4G LTE Networks.  
  J. Zhang, Z. Wang, Z. Quan, J. Yin, Y. Chen, M. Guo.
  Peer-to-Peer Networking and Applications (PPNA), 2018, 11(5): 1101-1114.
  [CCF C] [PDF]

• Energy Consumption Analysis of Video Streaming in 4G LTE Networks.   
  J. Zhang, Z. Wang, S. Guo, D. Yang, G. Fang, C. Peng, M. Guo.
  Wireless Networks (WINE)，2018, 24(8): 3083-3098.
  [CCF C] [PDF]

• An Efficient Method for Optimizing The PETSc on Sunway TaihuLight System.  
  L. Kang, Z. Wang, Z. Quan, W. Wu, S. Guo, K. Li, K. Li.
  IEEE International Conference on Ubiquitous Intelligence and Computing (UIC), 2018, Guangzhou, China.
  [CCF C] [PDF]