Publication

Conference Papers

  1. Xiang Zhang and Mainka Zitnik. GNNGuard: Defending Graph Neural Networks against Adversarial Attacks (NeurIPS 2020), Vancouver Convention Center, Vancouver Canada, December 6 - 12, 2020.
  2. Xiang Zhang, Lina Yao, Xianzhi Wang, Wenjie Zhang, Shuai Zhang, and Yunhao Liu. Know Your Mind:Adaptive Cognitive Activity Recognition with Reinforced Attentive Convolutional Neurual Networks. The 2019 IEEE International Conference on Data Mining (ICDM 2019). Beijing, China, November 8-11, 2019. (Accepted, CORE Rank A*)

  3. Xiaocong Chen, Chaoran Huang, Xiang Zhang, Wei Liu, and Lina Yao. Distributed Expert Representation Learning in Question Answering Community. The 15th Advanced Data Mining and Applications (ADMA 2019). Dalian, China, November 21-23, 2019. (Accepted, CORE Rank B)


  4. Xiang Zhang, Xiaocong Chen, Lina Yao, Chang Ge, and Manqing Dong. Deep Neural Network Hyperparameter Optimization with Orthogonal Array Tuning. The 26th Interna tional Conference On Neural Information Processing (ICONIP 2019). Sydney, Australia, December 12-15, 2019. (Accepted, CORE Rank A)

  5. Xiang Zhang, Xiaocong Chen, Manqing Dong, Huan Liu, Chang Ge, and Lina Yao. Multi-task Generative Adversarial Learning on Geometrical Shape Reconstruction from EEG Brain Signals. The 26th International Conference On Neural Information Processing (ICONIP 2019). Sydney, Australia, December 12-15, 2019. (Accepted, CORE Rank A)

  6. Xiang Zhang, Lina Yao, and Feng Yuan. Adversarial Variational Embedding for Robust Semi-supervised Learning. The 25th ACM SIGKDD Conference on Knowledge Discovery and Data Mining (KDD 2019). Research Track. Anchorage, Alaska, August 4 - 8, 2019. (Accepted, CORE Rank A*)

  7. Manqing Dong, Lina Yao, Xianzhi Wang, Boualem Benatallah, Xiang Zhang, and Quan Z. Sheng. Dual-stream Self-Attentive Random Forest for False Information Detection. International Joint Conference on Neural Networks (IJCNN 2019), Budapest, Hungary, July 14 - 19, 2019. (Accepted, CORE Rank A)

  8. Xiang Zhang, Lina Yao, Chaoran Huang, Sen Wang, Mingkui Tan, Guodong Long, and Can Wang. Multi-modality Sensor Data Classification with Selective Attention. The 27th International Joint Conference on Artificial Intelligence (IJCAI 2018), tockholm, Sweden, July 13-19, 2018. (Accepted, CORE Rank A*)

  9. Weitong Chen, Sen Wang, Xiang Zhang, Lina Yao, Lin Yue, Buyue Qian, and Xue Li. EEG-based Motion Intention Recognition via Multi-task RNNs. SIAM International Conference on Data Mining (SDM 2018), San Diego, USA, May 3 - 5, 2018. (Accepted, CORE Rank A)

  10. Xiang Zhang. Context-aware Human Intent Inference for Improving Human Machine Cooperation. IEEE International Conference on Pervasive Computing and Communications Ph.D. Forum (PerCom 2018). Athens, Greece, March 19-23, 2018. (Accepted, CORE Rank A*)

  11. Xiaodong Ning, Lina Yao, Xianzhi Wang, Boualem Benatallah, Shuai Zhang, and Xiang Zhang. Data-Augmented Regression with Generative Convolutional Network. The 19th International Conference on Web Information Systems Engineering WISE(2018), Dubai, United Arab Emirates, November 12 - 15, 2018.(Accepted, CORE Rank A)

  12. Xiang Zhang, Lina Yao, Salil S. Kanhere, Yunhao Liu, Tao Gu, and Kaixuan Chen, MindID: Person Identification from Brain Waves through Attention-based Recurrent Neural Network. 2018 ACM International Joint Conference on Pervasive and Ubiquitous Computing (Ubicomp 2018). Singapore, October 8-12, 2018. (Accepted, CORE Rank A*)

  13. Dalin Zhang, Lina Yao, Xiang Zhang, Sen Wang, Weitong Chen, and Robert Boots. EEG-based Intention Recognition from Spatio-Temporal Representations via Cascade and Parallel Convolutional Recurrent Neural Networks. AAAI 2018, Hilton New Orleans Riverside, New Orleans, USA, February 2-7, 2018.(Accepted, CORE Rank A*)

  14. Xiang Zhang, Lina Yao, Quan Z. Sheng, Salil S. Kanhere, Tao Gu, and Dalin Zhang, Converting Your Thoughts to Texts: Enabling Brain Typing via Deep Feature Learning of EEG Signals. IEEE International Conference on Pervasive Computing and Communications (PerCom 2018). Athens, Greece, March 19-23, 2018. (Accepted, CORE Rank A*)

  15. Xiang Zhang, Lina Yao, Chaoran Huang, Quan Z. Sheng, and Xianzhi Wang, Intent Recognition in Smart Living Through Deep Recurrent Neural Networks. The 24th International Conference On Neural Information Processing (ICONIP 2017). Guangzhou, China, November 14-18, 2017.(Accepted, CORE Rank A)

  16. Xiang Zhang, Lina Yao, Dalin Zhang, Xianzhi Wang, Quan Z. Sheng, and Tao Gu. Multi-Person Brain Activity Recognition via Comprehensive EEG Signal Analysis. The 14th International Conference on Mobile and Ubiquitous Systems: Computing, Networking and Services (Mobiquitous 2017). Melbourne, Australia Nov 7 - 10, 2017. (Accepted, CORE Rank A)

Journal Papers

  1. Weitao Xu, Xiang Zhang, Chengwen Luo, Lina Yao, Jiangqiang Li, Zhong Ming, and Bo Wei. A Multi-view CNN-based Acoustic ClassificationSystem for Automatic Animal Specie Identification. Ad Hoc Networks. (Accepted, SJR Q1)

  2. Xiang Zhang, Lina Yao, Manqing Dong, Zhe Liu, Yu Zhang, and Yong Li. Adversarial Representation Learning for Robust Patient-Independent Epileptic Seizure Detection. IEEE Journal of Biomedical and Health Informatics (J-BHI). (Accepted, SJR Q1)

  3. Xiang Zhang, Lina Yao, Xianzhi Wang, Jessica Monaghan, David Mcalpine, and Yu Zhang. A Survey on Deep Learning-based Non-Invasive Brain Signals:Recent Advances and New Frontiers. Journal of Neural Engineering. (Accepted, SJR Q1)

  4. Xiang Zhang, Lina Yao, Chaoran Huang, Tao Gu, Zheng Yang, and Yunhao Liu. DeepKey: A Multimodal Biometric Authentication System via Deep Decoding Gaits and Brainwaves. ACM Transaction on Intelligent Systems and Technology (TIST). (Accepted, SJR Q1)

  5. Shuai Zhang, Lina Yao, Bin Wu, Xiwei Xu, Xiang Zhang, and Liming Zhu. Unraveling Metric Vector Spaces with Factorization for Recommendation. IEEE Transactions on Industrial Informatics (TII). (Accepted, SJR Q1)

  6. Xiang Zhang, Lina Yao, Shuai Zhang, Salil S. Kanhere, Quan Z. Sheng, and Yunhao Liu. Internet of Things Meets Brain-Computer Interface: A Unified Deep Learning Framework for Enabling Human-Thing Cognitive Interactivity. IEEE Internet of Things Journal. (Accepted, SJR Q1)


  7. Chaoran Huang, Lina Yao, Xianzhi Wang, Boualem Benatallah, and Xiang Zhang. Software Expert Discovery via Knowledge Domain Embeddings in a Collaborative Network. Pattern Recognition Letter (PRL). (Accepted, SJR Q2)