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Mean Field Deep Reinforcement Learning for Fair and Efficient UAV Control
D Chen, Q Qi, Z Zhuang, J Wang, J Liao, Z Han
IEEE Internet of Things Journal 8 (2), 813-828, 2020
882020
Scalable Parallel Task Scheduling for Autonomous Driving Using Multi-Task Deep Reinforcement Learning
Q Qi, L Zhang, J Wang, H Sun, Z Zhuang, J Liao, FR Yu
IEEE Transactions on Vehicular Technology 69 (11), 13861-13874, 2020
752020
Intelligent joint network slicing and routing via GCN-powered multi-task deep reinforcement learning
T Dong, Z Zhuang, Q Qi, J Wang, H Sun, FR Yu, T Sun, C Zhou, J Liao
IEEE Transactions on Cognitive Communications and Networking 8 (2), 1269-1286, 2021
562021
Multi-Agent Deep Reinforcement Learning for Secure UAV Communications
Y Zhang, Z Zhuang, F Gao, J Wang, Z Han
2020 IEEE Wireless Communications and Networking Conference (WCNC), 1-5, 2020
502020
Adaptive and Robust Routing with Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains
Z Zhuang, J Wang, Q Qi, J Liao, Z Han
IEEE Internet of Things Journal 8 (4), 2208-2225, 2020
352020
Network Meets ChatGPT: Intent Autonomous Management, Control and Operation
J Wang, L Zhang, Y Yang, Z Zhuang, Q Qi, H Sun, L Lu, J Feng, J Liao
Journal of Communications and Information Networks 8 (3), 239-255, 2023
322023
-Learning Aided Intelligent Routing With Maximum Utility in Cognitive UAV Swarm for Emergency Communications
L Zhang, X Ma, Z Zhuang, H Xu, V Sharma, Z Han
IEEE Transactions on Vehicular Technology 72 (3), 3707-3723, 2022
292022
Toward greater intelligence in route planning: A graph-aware deep learning approach
Z Zhuang, J Wang, Q Qi, H Sun, J Liao
IEEE Systems Journal 14 (2), 1658-1669, 2019
272019
Generative adversarial network-based transfer reinforcement learning for routing with prior knowledge
T Dong, Q Qi, J Wang, AX Liu, H Sun, Z Zhuang, J Liao
IEEE Transactions on Network and Service Management 18 (2), 1673-1689, 2021
262021
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection
C Wang, Z Zhuang, Q Qi, J Wang, X Wang, H Sun, J Liao
Advances in Neural Information Processing Systems 36, 2024
252024
Tensor-Based Reinforcement Learning for Network Routing
KC Tsai, Z Zhuang, R Lent, J Wang, Q Qi, LC Wang, Z Han
IEEE Journal of Selected Topics in Signal Processing 15 (3), 617-629, 2021
222021
Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing
R Ma, J Wang, Q Qi, X Yang, H Sun, Z Zhuang, J Liao
Proceedings of the ACM SIGCOMM 2023 Conference, 1126-1128, 2023
182023
Graph-Aware Deep Learning Based Intelligent Routing Strategy
Z Zhuang, J Wang, Q Qi, H Sun, J Liao
2018 IEEE 43rd Conference on Local Computer Networks (LCN), 441-444, 2018
162018
Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning
M Zhang, J Wang, Q Qi, H Sun, Z Zhuang, P Ren, R Ma, J Liao
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2024
102024
Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice
T Dong, Q Qi, J Wang, Z Zhuang, H Sun, J Liao, Z Han
IEEE/ACM Transactions on Networking 31 (2), 828-845, 2023
92023
Knowledge-defined intent-based network autonomy
J Wang, C Zhou, L Zhang, C Liu, Z Zhuang, H Yang, D Chen, Y Zhu, L Lu, ...
Telecommunications Science 37 (9), 2021
8*2021
Deephop on edge: Hop-by-hop routing by distributed learning with semantic attention
B He, J Wang, Q Qi, H Sun, Z Zhuang, C Liu, J Liao
Proceedings of the 49th International Conference on Parallel Processing, 1-11, 2020
82020
UAV trajectory tracking via RNN-enhanced IMM-KF with ADS-B data
Y Zhu, Z Jia, Q Wu, C Dong, Z Zhuang, H Hu, Q Cai
2024 IEEE Wireless Communications and Networking Conference (WCNC), 1-6, 2024
62024
Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation
X Liu, P Ren, Y Gao, J Wang, H Sun, Q Qi, Z Zhuang, J Liao
Proceedings of the AAAI Conference on Artificial Intelligence 38 (4), 3756-3764, 2024
62024
TacNet: A Tactic-Interactive Resource Allocation Method for Vehicular Networks
X Fu, Q Yuan, Z Zhuang, Y Li, J Liao, D Zhao
IEEE Internet of Things Journal, 2023
62023
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