| Optimizing controller placement for software-defined networks V Huang, G Chen, Q Fu, E Wen 2019 IFIP/IEEE Symposium on Integrated Network and Service Management (IM …, 2019 | 32 | 2019 |
| A scalable approach to SDN control plane management: High utilization comes with low latency V Huang, G Chen, P Zhang, H Li, C Hu, T Pan, Q Fu IEEE Transactions on Network and Service Management 17 (2), 682-695, 2020 | 26 | 2020 |
| Rural AI: Serverless-powered federated learning for remote applications P Patros, M Ooi, V Huang, M Mayo, C Anderson, S Burroughs, ... IEEE Internet Computing 27 (2), 28-34, 2022 | 14 | 2022 |
| BLAC: A bindingless architecture for distributed SDN controllers V Huang, Q Fu, G Chen, E Wen, J Hart 2017 IEEE 42nd Conference on Local Computer Networks (LCN), 146-154, 2017 | 14 | 2017 |
| Effective scheduling function design in SDN through deep reinforcement learning V Huang, G Chen, Q Fu ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-7, 2019 | 11 | 2019 |
| Cost-aware dynamic multi-workflow scheduling in cloud data center using evolutionary reinforcement learning V Huang, C Wang, H Ma, G Chen, K Christopher International Conference on Service-Oriented Computing, 449-464, 2022 | 9 | 2022 |
| Adaptive edge-cloud environments for rural AI O Almurshed, P Patros, V Huang, M Mayo, M Ooi, R Chard, K Chard, ... 2022 IEEE International Conference on Services Computing (SCC), 74-83, 2022 | 8 | 2022 |
| Budget and SLA aware dynamic workflow scheduling in cloud computing with heterogeneous resources Y Yang, G Chen, H Ma, M Zhang, V Huang 2021 IEEE Congress on Evolutionary Computation (CEC), 2141-2148, 2021 | 8 | 2021 |
| Energy-aware dynamic resource allocation in container-based clouds via cooperative coevolution genetic programming C Wang, H Ma, G Chen, V Huang, Y Yu, K Christopher International Conference on the Applications of Evolutionary Computation …, 2023 | 4 | 2023 |
| Request dispatching over distributed SDN control plane: a multiagent approach V Huang, G Chen, X Zuo, AY Zomaya, N Sohrabi, Z Tari, Q Fu IEEE Transactions on Cybernetics 54 (5), 3211-3224, 2023 | 3 | 2023 |
| Multi-agent deep reinforcement learning for request dispatching in distributed-controller software-defined networking V Huang, G Chen, Q Fu arXiv preprint arXiv:2103.03022, 2021 | 3 | 2021 |
| Policy ensemble gradient for continuous control problems in deep reinforcement learning G Liu, G Chen, V Huang Neurocomputing 548, 126381, 2023 | 2 | 2023 |
| Keep It Simple: Fault Tolerance Evaluation of Federated Learning with Unreliable Clients V Huang, S Sohail, M Mayo, TL Botran, M Rodrigues, C Anderson, M Ooi 2023 IEEE 16th International Conference on Cloud Computing (CLOUD), 1-3, 2023 | 2 | 2023 |
| Ensemble Reinforcement Learning in Continuous Spaces--A Hierarchical Multi-Step Approach for Policy Training G Chen, V Huang arXiv preprint arXiv:2209.14488, 2022 | 2 | 2022 |
| GESPIRiT: ESPIRiT combined with GRAPPA while autocalibration data is insufficient R Yang, R Yang, G Huang 2014 13th International Conference on Control Automation Robotics & Vision …, 2014 | 2 | 2014 |
| Measurement and applications: Exploring the challenges and opportunities of hierarchical federated learning in sensor applications MPL Ooi, S Sohail, VG Huang, N Hudson, M Baughman, O Rana, A Hinze, ... IEEE Instrumentation & Measurement Magazine 26 (9), 21-31, 2023 | 1 | 2023 |
| Hierarchical training of deep ensemble policies for reinforcement learning in continuous spaces G Chen, V Huang arXiv preprint arXiv:2209.14488, 2022 | 1 | 2022 |
| Sensor-Drift-Aware Time-Series Anomaly Detection for Climate Stations B Chen, V Huang, C Wang 2024 IEEE Conference on Artificial Intelligence (CAI), 1290-1295, 2024 | | 2024 |
| Evolving Epidemic Management Rules Using Deep Neuroevolution: A Novel Approach to Inspection Scheduling and Outbreak Minimization V Huang, C Wang, S Datta, B Chen, G Chen, H Ma Australasian Joint Conference on Artificial Intelligence, 387-399, 2023 | | 2023 |
| Learning to Solve Climate Sensor Placement Problems with a Transformer C Wang, V Huang, G Chen, H Ma, B Chen, J Schmidt arXiv preprint arXiv:2310.12387, 2023 | | 2023 |
