| Deep-RMSA: A deep-reinforcement-learning routing, modulation and spectrum assignment agent for elastic optical networks X Chen, J Guo, Z Zhu, R Proietti, A Castro, SJB Yoo Optical Fiber Communication Conference, W4F. 2, 2018 | 121 | 2018 |
| When deep learning meets inter-datacenter optical network management: Advantages and vulnerabilities J Guo, Z Zhu Journal of Lightwave Technology 36 (20), 4761-4773, 2018 | 45 | 2018 |
| Semi-supervised active learning for semi-supervised models: Exploit adversarial examples with graph-based virtual labels J Guo, H Shi, Y Kang, K Kuang, S Tang, Z Jiang, C Sun, F Wu, Y Zhuang Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 36 | 2021 |
| Leveraging mixed-strategy gaming to realize incentive-driven VNF service chain provisioning in broker-based elastic optical inter-datacenter networks X Chen, Z Zhu, J Guo, S Kang, R Proietti, A Castro, SJB Yoo Journal of Optical Communications and Networking 10 (2), A232-A240, 2018 | 33 | 2018 |
| Experimental demonstration of building and operating QoS-aware survivable vSD-EONs with transparent resiliency J Yin, J Guo, B Kong, H Yin, Z Zhu Optics Express 25 (13), 15468-15480, 2017 | 32 | 2017 |
| Magic: Multimodal relational graph adversarial inference for diverse and unpaired text-based image captioning W Zhang, H Shi, J Guo, S Zhang, Q Cai, J Li, S Luo, Y Zhuang Proceedings of the AAAI Conference on Artificial Intelligence 36 (3), 3335-3343, 2022 | 30 | 2022 |
| Experimental demonstration of cognitive provisioning and alien wavelength monitoring in multi-domain EON R Proietti, X Chen, A Castro, G Liu, H Lu, K Zhang, J Guo, Z Zhu, ... Optical Fiber Communication Conference, W4F. 7, 2018 | 29 | 2018 |
| Hierarchical learning for cognitive end-to-end service provisioning in multi-domain autonomous optical networks G Liu, K Zhang, X Chen, H Lu, J Guo, J Yin, R Proietti, Z Zhu, SJB Yoo Journal of Lightwave Technology 37 (1), 218-225, 2019 | 27 | 2019 |
| The first testbed demonstration of cognitive end-to-end optical service provisioning with hierarchical learning across multiple autonomous systems G Liu, K Zhang, X Chen, H Lu, J Guo, J Yin, R Proietti, Z Zhu, SJB Yoo Optical Fiber Communication Conference, Th4D. 7, 2018 | 24 | 2018 |
| Leveraging deep learning to achieve knowledge-based autonomous service provisioning in broker-based multi-domain SD-EONs with proactive and intelligent predictions of multi … X Chen, J Guo, Z Zhu, A Castro, R Proietti, H Lu, M Shamsabardeh, ... 2017 European Conference on Optical Communication (ECOC), 1-3, 2017 | 19 | 2017 |
| Boss: Bottom-up cross-modal semantic composition with hybrid counterfactual training for robust content-based image retrieval W Zhang, J Guo, M Li, H Shi, S Zhang, J Li, S Tang, Y Zhuang arXiv preprint arXiv:2207.04211, 2022 | 8 | 2022 |
| Collaborative intelligence orchestration: Inconsistency-based fusion of semi-supervised learning and active learning J Guo, Y Kang, Y Duan, X Liu, S Tang, W Zhang, K Kuang, C Sun, F Wu Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 4 | 2022 |
| Demonstration of survivable vSD-EON slicing with automatic data plane restoration to support reliable video streaming J Yin, J Guo, B Kong, Z Zhu Optical Fiber Communication Conference, Tu3E. 4, 2017 | 4 | 2017 |
Zuqing Zhu (朱祖勍)FIEEE, Professor, University of Science and Technology of China; Cisco; UC DavisVerified email at ustc.edu.cn
