Qihua Zhou
Orcid: 0000-0003-0328-2894
According to our database1,
Qihua Zhou
authored at least 36 papers
between 2017 and 2025.
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Book In proceedings Article PhD thesis Dataset OtherLinks
On csauthors.net:
Bibliography
2025
Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning.
IEEE Trans. Mob. Comput., January, 2025
IEEE Trans. Computers, January, 2025
2024
Chiron: A Robustness-Aware Incentive Scheme for Edge Learning via Hierarchical Reinforcement Learning.
IEEE Trans. Mob. Comput., August, 2024
IEEE Trans. Pattern Anal. Mach. Intell., May, 2024
Tree Learning: Towards Promoting Coordination in Scalable Multi-Client Training Acceleration.
IEEE Trans. Mob. Comput., March, 2024
Arena: A Patch-of-Interest ViT Inference Acceleration System for Edge-Assisted Video Analytics.
CoRR, 2024
Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024
ParsNets: A Parsimonious Composition of Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning.
Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024
Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024
2023
ParsNets: A Parsimonious Orthogonal and Low-Rank Linear Networks for Zero-Shot Learning.
CoRR, 2023
CoRR, 2023
CoRR, 2023
Dissecting Arbitrary-scale Super-resolution Capability from Pre-trained Diffusion Generative Models.
CoRR, 2023
Development of Deep Learning Algorithms for Automated Scoliosis and Abnormal Posture Screening Using 2D Back Image.
Proceedings of the IEEE International Conference on Multimedia and Expo, 2023
PASS: Patch Automatic Skip Scheme for Efficient Real-Time Video Perception on Edge Devices.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
Graph Knows Unknowns: Reformulate Zero-Shot Learning as Sample-Level Graph Recognition.
Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023
2022
A Comprehensive Survey on Training Acceleration for Large Machine Learning Models in IoT.
IEEE Internet Things J., 2022
Feature Correlation-guided Knowledge Transfer for Federated Self-supervised Learning.
CoRR, 2022
Hierarchical Channel-spatial Encoding for Communication-efficient Collaborative Learning.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022
2D Photogrammetry Image of Adolescent Idiopathic Scoliosis Screening Using Deep Learning.
Proceedings of the Bioinformatics Research and Applications - 18th International Symposium, 2022
2021
Canary: Decentralized Distributed Deep Learning Via Gradient Sketch and Partition in Multi-Interface Networks.
IEEE Trans. Parallel Distributed Syst., 2021
IEEE Trans. Parallel Distributed Syst., 2021
Falcon: Addressing Stragglers in Heterogeneous Parameter Server Via Multiple Parallelism.
IEEE Trans. Computers, 2021
On-Device Learning Systems for Edge Intelligence: A Software and Hardware Synergy Perspective.
IEEE Internet Things J., 2021
Octo: INT8 Training with Loss-aware Compensation and Backward Quantization for Tiny On-device Learning.
Proceedings of the 2021 USENIX Annual Technical Conference, 2021
2020
Proceedings of the MM '20: The 28th ACM International Conference on Multimedia, 2020
Proceedings of the 3rd IEEE International Conference on Knowledge Innovation and Invention, 2020
Proceedings of the 40th IEEE International Conference on Distributed Computing Systems, 2020
2019
Fast Coflow Scheduling via Traffic Compression and Stage Pipelining in Datacenter Networks.
IEEE Trans. Computers, 2019
Falcon: Towards Computation-Parallel Deep Learning in Heterogeneous Parameter Server.
Proceedings of the 39th IEEE International Conference on Distributed Computing Systems, 2019
2018
Cluster Frameworks for Efficient Scheduling and Resource Allocation in Data Center Networks: A Survey.
IEEE Commun. Surv. Tutorials, 2018
Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018
2017
Promoting Security and Efficiency in D2D Underlay Communication: A Bargaining Game Approach.
Proceedings of the 2017 IEEE Global Communications Conference, 2017