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Zirui Zhuang
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Journal Articles
- 2024
- [j15]Xiaoyuan Fu
, Quan Yuan
, Zirui Zhuang
, Yang Li
, Jianxin Liao
, Dongmei Zhao
:
TacNet: A Tactic-Interactive Resource Allocation Method for Vehicular Networks. IEEE Internet Things J. 11(8): 14370-14382 (2024) - [j14]Yu Liu
, Zirui Zhuang
, Qi Qi
, Jingyu Wang
, Dezhi Chen
, Lu Lu
, Hongwei Yang
, Jianxin Liao
, Zhu Han
:
Slice Sandwich: Jagged Slicing Multi-Tier Dynamic Resources for Diversified V2X Services. IEEE Trans. Mob. Comput. 23(5): 4285-4302 (2024) - 2023
- [j13]Yu Liu, Jingyu Wang, Qi Qi, Zirui Zhuang
, Jianxin Liao, Zhu Han:
Toward High-Powered Connected Autonomous Vehicles: A Cooperative Solution via Transient Edge Intelligence Provision. IEEE Commun. Mag. 61(12): 94-100 (2023) - [j12]Ming Liu
, Jianxin Liao
, Jingyu Wang
, Qi Qi
, Haifeng Sun
, Zirui Zhuang
, Cong Liu
:
Unsupervised Portrait Drawing Generation for Free Styles. Int. J. Intell. Syst. 2023: 1-10 (2023) - [j11]Jingyu Wang, Lei Zhang, Yiran Yang, Zirui Zhuang
, Qi Qi, Haifeng Sun, Lu Lu, Junlan Feng, Jianxin Liao:
Network Meets ChatGPT: Intent Autonomous Management, Control and Operation. J. Commun. Inf. Networks 8(3): 239-255 (2023) - [j10]Tianjian Dong
, Qi Qi
, Jingyu Wang
, Zirui Zhuang
, Haifeng Sun
, Jianxin Liao
, Zhu Han
:
Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice. IEEE/ACM Trans. Netw. 31(2): 828-845 (2023) - [j9]Long Zhang
, Xiaozheng Ma
, Zirui Zhuang
, Haitao Xu
, Vishal Sharma
, Zhu Han
:
$Q$-Learning Aided Intelligent Routing With Maximum Utility in Cognitive UAV Swarm for Emergency Communications. IEEE Trans. Veh. Technol. 72(3): 3707-3723 (2023) - 2022
- [j8]Tianjian Dong
, Zirui Zhuang
, Qi Qi
, Jingyu Wang
, Haifeng Sun
, F. Richard Yu
, Tao Sun, Cheng Zhou, Jianxin Liao
:
Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning. IEEE Trans. Cogn. Commun. Netw. 8(2): 1269-1286 (2022) - 2021
- [j7]Dezhi Chen
, Qi Qi
, Zirui Zhuang
, Jingyu Wang
, Jianxin Liao
, Zhu Han
:
Mean Field Deep Reinforcement Learning for Fair and Efficient UAV Control. IEEE Internet Things J. 8(2): 813-828 (2021) - [j6]Zirui Zhuang
, Jingyu Wang
, Qi Qi
, Jianxin Liao, Zhu Han
:
Adaptive and Robust Routing With Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains. IEEE Internet Things J. 8(4): 2208-2225 (2021) - [j5]Kai-Chu Tsai
, Zirui Zhuang
, Ricardo Lent
, Jingyu Wang
, Qi Qi
, Li-Chun Wang
, Zhu Han
:
Tensor-Based Reinforcement Learning for Network Routing. IEEE J. Sel. Top. Signal Process. 15(3): 617-629 (2021) - [j4]Tianjian Dong
, Qi Qi
, Jingyu Wang
, Alex X. Liu
, Haifeng Sun
, Zirui Zhuang
, Jianxin Liao
:
Generative Adversarial Network-Based Transfer Reinforcement Learning for Routing With Prior Knowledge. IEEE Trans. Netw. Serv. Manag. 18(2): 1673-1689 (2021) - 2020
- [j3]Zirui Zhuang
, Jingyu Wang
, Qi Qi
, Haifeng Sun
, Jianxin Liao
:
Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning Approach. IEEE Syst. J. 14(2): 1658-1669 (2020) - [j2]Qi Qi
, Lingxin Zhang
, Jingyu Wang
, Haifeng Sun
, Zirui Zhuang
, Jianxin Liao
, F. Richard Yu:
Scalable Parallel Task Scheduling for Autonomous Driving Using Multi-Task Deep Reinforcement Learning. IEEE Trans. Veh. Technol. 69(11): 13861-13874 (2020) - 2019
- [j1]Jingyu Wang
, Zirui Zhuang
, Qi Qi, Tonghong Li, Jianxin Liao:
Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks. Appl. Soft Comput. 82 (2019)
Conference and Workshop Papers
- 2024
- [c28]Xingyu Liu, Pengfei Ren, Yuanyuan Gao, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao:
Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation. AAAI 2024: 3756-3764 - [c27]Rongxin Han
, Jingyu Wang
, Qi Qi
, Haifeng Sun
, Chaowei Xu
, Zhaoyang Wan
, Zirui Zhuang
, Yichuan Yu
, Jianxin Liao
:
NetRen: Service Migration-Driven Network Renascence with Synthesizing Updated Configuration. ASPLOS (3) 2024: 708-721 - [c26]Junzhe Liang, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao:
Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization. LREC/COLING 2024: 5006-5017 - [c25]Tianyi Kou
, Haifeng Sun
, Zirui Zhuang
, Qi Qi
, Jingyu Wang
, Jianxin Liao
:
Accelerating ACL Configuration Update through Data Plane Analysis. FMANO@SIGCOMM 2024 - [c24]Zhenglong Wu, Qi Qi, Zirui Zhuang, Haifeng Sun, Jingyu Wang:
Pre-Tokenization of Numbers for Large Language Models. Tiny Papers @ ICLR 2024 - [c23]Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao:
Efficient Throughput and Loop-Free Routing: An Adaptive Second-Order Backpressure Algorithm. INFOCOM (Workshops) 2024: 1-2 - [c22]Zicheng Wang, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao:
Fast Policy Convergence for Traffic Engineering with Proactive Distributed Message-Passing. IPDPS 2024: 780-790 - [c21]Chenyang Zhao, Yuebin Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuming Xie, Jianxin Liao:
EPVerifier: Accelerating Update Storms Verification with Edge-Predicate. NSDI 2024 - [c20]Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai:
UAV Trajectory Tracking via RNN-Enhanced IMM-KF with ADS-B Data. WCNC 2024: 1-6 - 2023
- [c19]Zhixian Chu, Lingqi Guo, Jingyu Wang
, Qi Qi, Zirui Zhuang
, Haifeng Sun, Cheng Zhou:
HIRN: A Hierarchical Intent Refinement Approach for Dependable Network Slicing with Multi-path Resource Allocation. DSN-S 2023: 7-13 - [c18]Menghao Zhang, Jingyu Wang, Jing Wang, Qi Qi, Zirui Zhuang
, Haifeng Sun, Ning Xiao:
Robust Video Anomaly Detection Framework via Prior Knowledge and Multi-Path Frame Prediction. ICASSP 2023: 1-5 - [c17]Peng Zhan, Guangyi Qin, Xingxin Qian, Xiong Wang, Jing Ren, Zirui Zhuang
, Shizhong Xu:
Deep Reinforcement Learning Based Fast Anomaly Detection and Localization for Programmable Networks. ICC 2023: 4866-4872 - [c16]Jinyu Zhao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang
, Shimin Tao, Jianxin Liao:
CONFPILOT: A Pilot for Faster Configuration by Learning from Device Manuals. ICDCS 2023: 108-119 - [c15]Xingjian Liao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang
, Jianxin Liao, Guang Yang:
Solving Distributed ACL Policies Under Complex Constraints with Graph Neural Networks. ICNP 2023: 1-12 - [c14]Jinming Wu, Qi Qi, Jingyu Wang, Haifeng Sun, Zhikang Wu, Zirui Zhuang
, Jianxin Liao:
Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting. IJCAI 2023: 4416-4423 - [c13]Hongchuan He
, Dezhi Chen
, Zirui Zhuang
, Qi Qi
, Lejian Zhang
, Tong Xu
, Jingyu Wang
:
Fine-Grained Flow Control Agent on Path MTU for IoT Software. Internetware 2023: 144-153 - [c12]Chengsen Wang, Zirui Zhuang, Qi Qi, Jingyu Wang, Xingyu Wang, Haifeng Sun, Jianxin Liao:
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection. NeurIPS 2023 - [c11]Ruilong Ma
, Jingyu Wang
, Qi Qi
, Xiang Yang
, Haifeng Sun
, Zirui Zhuang
, Jianxin Liao
:
Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing. SIGCOMM 2023: 1126-1128 - [c10]Ruilong Ma
, Xiang Yang, Qi Qi
, Jingyu Wang
, Zirui Zhuang
, Jing Wang, Xin Wang:
Brief Announcement: Accelerate CNN Inference with Zoning Graph at Dynamic Granularity. SPAA 2023: 295-298 - 2022
- [c9]Shaoxiong Zhu, Qi Qi, Zirui Zhuang
, Jingyu Wang
, Haifeng Sun, Jianxin Liao:
FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge Distillation. ICMR 2022: 185-193 - [c8]Chen Hu, Qi Qi, Lei Zhang, Cong Liu, Dezhi Chen, Jianxin Liao, Zirui Zhuang
, Jingyu Wang:
Digital Twins-based Multi-agent Deep Reinforcement Learning for UAV-assisted Vehicle Edge Computing. SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta 2022: 1329-1336 - 2021
- [c7]Yixiao Li, Lixiang Li, Zirui Zhuang
, Yuan Fang, Yixian Yang:
ResNet Approach for Coding Unit Fast Splitting Decision of HEVC Intra Coding. DSC 2021: 130-135 - 2020
- [c6]Bo He, Jingyu Wang
, Qi Qi, Haifeng Sun, Zirui Zhuang
, Cong Liu, Jianxin Liao:
DeepHop on Edge: Hop-by-hop Routing byDistributed Learning with Semantic Attention. ICPP 2020: 58:1-58:11 - [c5]Zirui Zhuang
, Jingyu Wang
, Qi Qi, Jianxin Liao, Zhu Han:
Adaptive and Robust Network Routing Based on Deep Reinforcement Learning with Lyapunov Optimization. IWQoS 2020: 1-10 - [c4]Yu Zhang, Zirui Zhuang
, Feifei Gao, Jingyu Wang
, Zhu Han:
Multi-Agent Deep Reinforcement Learning for Secure UAV Communications. WCNC 2020: 1-5 - 2018
- [c3]Zirui Zhuang
, Jingyu Wang
, Qi Qi, Haifeng Sun, Jianxin Liao:
A Case-Based Decision System for Routing in Packet-Switched Networks. IPCCC 2018: 1-2 - [c2]Yunming Xiao, Haifeng Sun, Zirui Zhuang
, Jingyu Wang
, Qi Qi:
Common Knowledge Based Transfer Learning for Traffic Classification. LCN 2018: 311-314 - [c1]Zirui Zhuang
, Jingyu Wang
, Qi Qi, Haifeng Sun, Jianxin Liao:
Graph-Aware Deep Learning Based Intelligent Routing Strategy. LCN 2018: 441-444
Informal and Other Publications
- 2024
- [i3]Yuanyi Wang, Wei Tang, Haifeng Sun, Zirui Zhuang, Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao:
Understanding and Guiding Weakly Supervised Entity Alignment with Potential Isomorphism Propagation. CoRR abs/2402.03025 (2024) - [i2]Jinguang Wang, Yuexi Yin, Haifeng Sun, Qi Qi, Jingyu Wang, Zirui Zhuang, Tingting Yang, Jianxin Liao:
OutlierTune: Efficient Channel-Wise Quantization for Large Language Models. CoRR abs/2406.18832 (2024) - 2023
- [i1]Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai:
UAV Trajectory Tracking via RNN-enhanced IMM-KF with ADS-B Data. CoRR abs/2312.15721 (2023)
Coauthor Index
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