Zirui Zhuang

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 46

Top Topics

Weakly Supervised

Multivariate Time Series

Reinforcement Learning

Autonomous Driving

Top Venues

IEEE Internet Things J.

Publications

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)
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)
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)
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)
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)
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 (2024)
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)
Tianyi Kou, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao
Accelerating ACL Configuration Update through Data Plane Analysis. FMANO@SIGCOMM (2024)
Zhenglong Wu, Qi Qi, Zirui Zhuang, Haifeng Sun, Jingyu Wang
Pre-Tokenization of Numbers for Large Language Models. Tiny Papers @ ICLR (2024)
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 (2024)
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) (2024)
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) (2024)
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)
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) (2023)
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)
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)
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)
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)
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)
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 (2023)
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 (2023)
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)
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)
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)
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) (2023)
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)
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) (2023)
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)
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) (2023)
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)
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)
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) (2022)
Yixiao Li, Lixiang Li, Zirui Zhuang, Yuan Fang, Yixian Yang
ResNet Approach for Coding Unit Fast Splitting Decision of HEVC Intra Coding. DSC (2021)
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) (2021)
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) (2021)
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) (2021)
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) (2021)
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) (2020)
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)
Yu Zhang, Zirui Zhuang, Feifei Gao, Jingyu Wang, Zhu Han
Multi-Agent Deep Reinforcement Learning for Secure UAV Communications. WCNC (2020)
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)
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) (2020)
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)
Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao
A Case-Based Decision System for Routing in Packet-Switched Networks. IPCCC (2018)
Yunming Xiao, Haifeng Sun, Zirui Zhuang, Jingyu Wang, Qi Qi
Common Knowledge Based Transfer Learning for Traffic Classification. LCN (2018)
Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao
Graph-Aware Deep Learning Based Intelligent Routing Strategy. LCN (2018)