Academic Profile : Faculty

ascymiao_1_2.JPG picture
Prof Miao Chun Yan
Chair, School of Computer Science and Engineering
President’s Chair in Computer Science
Professor, School of Computer Science and Engineering
External Links
 
Journal Articles
(Not applicable to NIE
staff as info will be
pulled from PRDS)
Highly Cited:
Lim, W. Y. B., Luong, N. C., Hoang, D. T., Jiao, Y., Liang, Y. C., Yang, Q., ... & Miao, C. (2020). Federated learning in mobile edge networks : a comprehensive survey. IEEE Communications Surveys & Tutorials, 22(3), 2031-2063. doi: 10.1109/COMST.2020.2986024

Liu, Y., Wu, M., Miao, C., Zhao, P., & Li, X. L. (2016). Neighborhood regularized logistic matrix factorization for drug-target interaction prediction. PLoS Computational Biology, 12(2), e1004760. doi: 10.1371/journal.pcbi.1004760

Yu, H., Shen, Z., Leung, C., Miao, C., & Lesser, V. R. (2013). A survey of multi-agent trust management systems. IEEE Access, 1, 35-50. doi: 10.1109/ACCESS.2013.2259892

Miao, Y., Liu, Z. Q., Siew, C. K., & Miao, C. Y. (2001). Dynamical cognitive network-an extension of fuzzy cognitive map. IEEE Transactions on Fuzzy Systems, 9(5), 760-770. doi: 10.1109/91.963762

Zou, L., Zheng, J., Miao, C., Mckeown, M. J., & Wang, Z. J. (2017). 3D CNN based automatic diagnosis of attention deficit hyperactivity disorder using functional and structural MRI. IEEE Access, 5, 23626-23636. doi: 10.1109/ACCESS.2017.2762703

Xiong, Y., Gan, J., An, B., Miao, C., & Bazzan, A. L. (2017). Optimal electric vehicle fast charging station placement based on game theoretical framework. IEEE Transactions on Intelligent Transportation Systems, 19(8), 2493-2504. doi: 10.1109/TITS.2017.2754382

Zhong, H., Miao, C., Shen, Z., & Feng, Y. (2014). Comparing the learning effectiveness of BP, ELM, I-ELM, and SVM for corporate credit ratings. Neurocomputing, 128, 285-295. doi: 10.1016/j.neucom.2013.02.054

Song, H., Miao, C., Roel, W., Shen, Z., & Catthoor, F. (2009). Implementation of fuzzy cognitive maps based on fuzzy neural network and application in prediction of time series. IEEE Transactions on Fuzzy Systems, 18(2), 233-250. doi: 10.1109/TFUZZ.2009.2038371

Song, H. J., Miao, C. Y., Wuyts, R., Shen, Z. Q., D’Hondt, M., & Catthoor, F. (2010). An extension to fuzzy cognitive maps for classification and prediction. IEEE Transactions on Fuzzy Systems, 19(1), 116-135. doi: 10.1109/TFUZZ.2010.2087383

Huang, D., He, B., & Miao, C. (2014). A survey of resource management in multi-tier web applications. IEEE Communications Surveys & Tutorials, 16(3), 1574-1590. doi: 10.1109/SURV.2014.010814.00060

Click here for more publications.

Recent Publication:
Lim, W. Y. B., Ng, J. S., Xiong, Z., Jin, J., Zhang, Y., Niyato, D., ... & Miao, C. (2021). Decentralized edge intelligence : a dynamic resource allocation framework for hierarchical federated learning. IEEE Transactions on Parallel and Distributed Systems, 33(3), 536-550. doi: 10.1109/TPDS.2021.3096076

Lyu, S., Cheng, J., Wu, X., Cui, L., Chen, H., & Miao, C. (2020). Auxiliary learning for relation extraction. IEEE Transactions on Emerging Topics in Computational Intelligence. doi: 10.1109/TETCI.2020.3040444

Lim, W. Y. B., Xiong, Z., Kang, J., Niyato, D., Leung, C., Miao, C., & Shen, X. (2020). When information freshness meets service latency in federated learning : a task-aware incentive scheme for smart industries. IEEE Transactions on Industrial Informatics, 18(1), 457-466. doi: 10.1109/TII.2020.3046028

Lim, W. Y. B., Garg, S., Xiong, Z., Zhang, Y., Niyato, D., Leung, C., & Miao, C. (2021). UAV-assisted communication efficient federated learning in the era of the Artificial Intelligence of Things. IEEE Network, 35(5), 188-195. doi: 10.1109/MNET.002.2000334

Liu, B., Liu, Y., Zhang, H., Xu, Y., Tang, C., Tang, L., ... & Miao, C. (2021). Adaptive power iteration clustering. Knowledge-Based Systems, 225, 107118. doi: 10.1016/j.knosys.2021.107118

Zhiwei Zeng, Zhiqi Shen, Jing Jih Chin, Cyril Leung, Yu Wang, Ying Chi, Chunyan Miao. (2020). Explainable and Contextual Preferences based Decision Making with Assumption-based Argumentation for Diagnostics and Prognostics of Alzheimer’s Disease. International Conference on Autonomous Agents and Multiagent Systems.

Yongqing Zheng, Han Yu, Lizhen Cui, Chunyan Miao, Cyril Leung, Yang Liu & Qiang Yang. (2020). Addressing the challenges of government service provision with AI. AI Magazine, 41(1), 33-43.
Conference Papers
(Not applicable to NIE
staff as info will be
pulled from PRDS)
Chang Liu, Han Yu, Yi Dong, Zhiqi Shen, Yingxue Yu, Ian Dixon, Zhanning Gao, Pan Wang, Peiran Ren, Xuansong Xie, Lizhen Cui, Chunyan Miao. (2020). Generating Engaging Promotional Videos for E-commerce Platforms. the 34th AAAI Conference on Artificial Intelligence (AAAI-20).

Yong Liu, Yingtai Xiao, Qiong Wu, Chunyan Miao, Juyong Zhang, Binqiang Zhao, Haihong Tang. (2020). Diversified Interactive Recommendation with Implicit Feedback. The Thirty-Fourth AAAI Conference on Artificial Intelligence (AAAI-20).

Chang Liu, Yi Dong, Han Yu, Zhiqi Shen, Zhanning Gao, Pan Wang, Changgong Zhang, Peiran Ren, Xuansong Xie, Lizhen Cui & Chunyan Miao. (2019). Proceedings of the 28th ACM International Conference on Information and Knowledge Management (CIKM'19): Generating Persuasive Visual Storylines for Promotional Videos. (pp. 901–910)ACM.
 
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