Zirui Zhuang

104 papers A* 17A 5B 12C 1Misc 4Journal 47Unranked 18
YearRankTypeTitle / Venue / Authors
2026 J jnl
DIVER: A Robust Text-to-SQL System with Dynamic Interactive Value Linking and Evidence Reasoning.
CoRR
Yafeng Nan, Haifeng Sun, Zirui Zhuang, Qi Qi, Guojun Chu, Jianxin Liao, Dan Pei, Jingyu Wang
2026 J jnl
Hammurabi: Establish Cooperative Order From Pre-Trained Policies in Multi-UAV Networks.
IEEE Trans. Parallel Distributed Syst.
Dezhi Chen, Hongchuan He, Qi Qi, Jingyu Wang, Rongxin Han, Bo He, Zirui Zhuang, Qianlong Fu, Jianxin Liao, Zhu Han
2026 J jnl
LLM-Powered Intent-Driven Configuration Generation for Multi-Vendor Networks.
IEEE Trans. Netw. Serv. Manag.
Jingyu Wang, Bo He, Jinyu Zhao, Yixin Xuan, Haifeng Sun, Qi Qi, Junzhe Liang, Zirui Zhuang, Jianxin Liao
2026 J jnl
OIPR: Evaluation for Time-Series Anomaly Detection Inspired by Operator Interest.
IEEE Trans. Dependable Secur. Comput.
Yuhan Jing, Jingyu Wang, Lei Zhang, Haifeng Sun, Bo He, Zirui Zhuang, Chengsen Wang, Qi Qi, Jianxin Liao
2026 J jnl
Region Partitioning-Based Scalable Real-Time Network Verification via Native Distributed Architecture.
IEEE Trans. Netw.
Bo He, Mingxiao Ma, Yuehan Zhang, Lingqi Guo, Chenyang Zhao, Qi Qi, Zirui Zhuang, Haifeng Sun, Gong Zhang, Jianxin Liao, Cheng Huang, Jingyu Wang
2026 J jnl
Transient Resource Provisioning for Connected Autonomous Vehicles-Oriented Edge Slicing: A Learning-Based Two-Timescale Approach.
IEEE Trans. Netw.
Yu Liu, Jingyu Wang, Qi Qi, Dezhi Chen, Zirui Zhuang, Jianxin Liao, Zhu Han
2025 — conf
A Blockchain-Based Trust Model for Multi-Platoon Networks: Reliable Data Sharing and Consensus via Edge-Cloud Systems.
INFOCOM WKSHPS
Haotian Chen, Xiaoyuan Fu, Qi Qi, Zirui Zhuang, Jing Wang, Jingyu Wang
2025 J jnl
Anomaly Detection on Interleaved Log Data With Semantic Association Mining on Log-Entity Graph.
IEEE Trans. Software Eng.
Guojun Chu, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Bo He, Yuhan Jing, Lei Zhang, Jianxin Liao
2025 A conf
Atlas: Towards Real-Time Verification in Large-Scale Networks via a Native Distributed Architecture.
EuroSys
Mingxiao Ma, Yuehan Zhang, Jingyu Wang, Bo He, Chenyang Zhao, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuebin Guo, Gong Zhang, Jianxin Liao
2025 A* conf
Beyond Statistical Analysis: Multimodal Framework for Time Series Forecasting with LLM-Driven Temporal Pattern.
IJCAI
Jiahong Xiong, Chengsen Wang, Haifeng Sun, Yuhan Jing, Qi Qi, Zirui Zhuang, Lei Zhang, Jianxin Liao, Jingyu Wang
2025 A* conf
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data.
AAAI
Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Lei Zhang, Jianxin Liao
2025 — conf
ClusterAttn: KV Cache Compression under Intrinsic Attention Clustering.
ACL (1)
Minwei Zhang, Haifeng Sun, Jingyu Wang, Shaolong Li, Wanyi Ning, Qi Qi, Zirui Zhuang, Jianxin Liao
2025 J jnl
DECC: Delay-Aware Edge-Cloud Collaboration for Accelerating DNN Inference.
IEEE Trans. Emerg. Top. Comput.
Zirui Zhuang, Jianan Chen, Wenchao Xu, Qi Qi, Song Guo, Jingyu Wang, Lu Lu, Hongwei Yang, Jianxin Liao
2025 J jnl
DeepZoning: Re-accelerate CNN Inference with Zoning Graph for Heterogeneous Edge Cluster.
ACM Trans. Archit. Code Optim.
Jingyu Wang, Ruilong Ma, Xiang Yang, Qi Qi, Zirui Zhuang, Jing Wang, Jianxin Liao, Song Guo
2025 J jnl
Edge-Driven Industrial Computing Power Networks: Digital Twin-Empowered Service Provisioning by Hybrid Soft Actor-Critic.
IEEE Trans. Veh. Technol.
Long Zhang, Deng-Ao Song, Hongliang Zhang, Ni Tian, Zirui Zhuang, Dusit Niyato, Zhu Han
2025 — conf
Evaluating and Mitigating Object Hallucination in Large Vision-Language Models: Can They Still See Removed Objects?
NAACL (Long Papers)
Yixiao He, Haifeng Sun, Pengfei Ren, Jingyu Wang, Huazheng Wang, Qi Qi, Zirui Zhuang, Jing Wang
2025 J jnl
Fast and Scalable Data Plane Verification for Burst Updates With Edge-Predicate.
IEEE Trans. Netw.
Jingyu Wang, Chenyang Zhao, Zirui Zhuang, Qi Qi, Yuebin Guo, Haifeng Sun, Lingqi Guo, Jianxin Liao
2025 B conf
FedMI: Reliable and Privacy-Aware Vertical Federated Learning for Anomaly Detection in Distributed Edge Systems.
SRDS
Yuzhe Zhang, Zirui Zhuang, Qi Qi, Haifeng Sun, Shaoxiong Zhu, Xiaoyuan Fu, Jing Wang
2025 J jnl
Federated Fine-Tuning on Heterogeneous LoRAs With Error-Compensated Aggregation.
IEEE Trans. Neural Networks Learn. Syst.
Wanyi Ning, Jingyu Wang, Qi Qi, Haifeng Sun, Daixuan Cheng, Cong Liu, Lei Zhang, Zirui Zhuang, Jianxin Liao
2025 A* conf
Foresail: LLM Sensor Knowledge Empowered Status-guided Network for Multivariate Time-series Classification.
ACM Multimedia
Yuhan Jing, Bo He, Haifeng Sun, Qi Qi, Zirui Zhuang, Lei Zhang, Jianxin Liao, Jingyu Wang
2025 — conf
From Static to Dynamic: GNNs-Driven Clinical Decision-Making Assistance.
DASFAA (2)
Shiyi Lin, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao, Jiachang Hao, Haifeng Sun
2025 J jnl
Hierarchical Index Retrieval-Driven Wireless Network Intent Translation With LLM.
IEEE Trans. Mob. Comput.
Jingyu Wang, Lingqi Guo, Jianyu Wu, Caijun Yan, Haifeng Sun, Lei Zhang, Zirui Zhuang, Qi Qi, Jianxin Liao
2025 J jnl
LogNotion: Highlighting Massive Logs to Assist Human Reading and Decision Making.
IEEE Trans. Serv. Comput.
Guojun Chu, Jingyu Wang, Tao Sun, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2025 J jnl
MCAKE: Memory-Augmented Autoencoder with Contrastive Learning for Unsupervised Anomaly Detection.
ACM Trans. Knowl. Discov. Data
Chengsen Wang, Qi Qi, Jinming Wu, Haifeng Sun, Zirui Zhuang, Yuhan Jing, Lianyuan Li, Jingyu Wang
2025 J jnl
MergeQuant: Accurate 4-bit Static Quantization of Large Language Models by Channel-wise Calibration.
CoRR
Jinguang Wang, Jingyu Wang, Haifeng Sun, Tingting Yang, Zirui Zhuang, Wanyi Ning, Yuexi Yin, Qi Qi, Jianxin Liao
2025 A conf
Mitigating Object Hallucination in Large Vision-Language Models via Visual Attention Direct Preference Optimization.
ICME
Yixiao He, Haifeng Sun, Qi Qi, Zirui Zhuang, Pengfei Ren, Huazheng Wang, Yafeng Nan, Jing-Yu Wang
2025 — conf
NetKeeper: Enhancing Network Resilience with Autonomous Network Configuration Update on Traffic Patterns and Anomalies.
USENIX ATC
Zhaoyang Wan, Rongxin Han, Haifeng Sun, Qi Qi, Zirui Zhuang, Bo He, Liang Zhang, Jianxin Liao, Jingyu Wang
2025 A* conf
Network CoPilot: Intent-Driven Network Configuration Updating for Service Guarantee.
INFOCOM
Rongxin Han, Jingyu Wang, Haifeng Sun, Zengteng Jiang, Qi Qi, Zirui Zhuang, Yuan Zhang, Jianxin Liao
2025 J jnl
OIPR: Evaluation for Time-series Anomaly Detection Inspired by Operator Interest.
CoRR
Yuhan Jing, Jingyu Wang, Lei Zhang, Haifeng Sun, Bo He, Zirui Zhuang, Chengsen Wang, Qi Qi, Jianxin Liao
2025 A* conf
Pose-Guided Temporal Enhancement for Robust Low-Resolution Hand Reconstruction.
CVPR
Kaixin Fan, Pengfei Ren, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao
2025 Misc conf
QoKV: Comprehending and Surpassing the Hurdles of KV Cache Quantization.
ICASSP
Jinguang Wang, Yuexi Yin, Haifeng Sun, Tingting Yang, Qi Qi, Zirui Zhuang, Jingyu Wang
2025 J jnl
Revolutionizing Network Autonomy with Intent-Based Network Digital Twins: Architecture, Challenges, and Innovations.
IEEE Commun. Mag.
Jing Wang, Lingqi Guo, Cheng Zhou, Zhixian Chu, Jianyu Wu, Qi Qi, Zirui Zhuang, Haifeng Sun, Jianxin Liao
2025 A conf
Robustness Verification of Deep Graph Neural Networks Tightened by Linear Approximation.
WSDM
Xingyu Zeng, Han Li, Qi Qi, Jingyu Wang, Haodong Deng, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2025 Misc conf
Spy Inside: Scalable Verification of Dependable Transformers for Event Time Series Systems.
ICASSP
Haodong Deng, Qi Qi, Lu Lu, Zirui Zhuang, Xingyu Zeng, Jinguang Wang, Bo He, Wei Li, Jingyu Wang
2025 J jnl
Towards Bare-Hand Interaction for Whiteboard Collaboration in Virtual Reality.
Proc. ACM Hum. Comput. Interact.
Guangtian Liu, Haonan Su, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren, Jianxin Liao
2025 J jnl
Trust Model-Based Consensus Optimization for Vehicle Platooning Networks: A Novel Deep Reinforcement Learning Approach With GenAI.
IEEE Trans. Intell. Transp. Syst.
Haotian Chen, Xiaoyuan Fu, Quan Yuan, Zirui Zhuang, Jiawen Kang, Zhiquan Liu, Jing-Yu Wang, Dusit Niyato
2025 J jnl
Understanding and Guiding Weakly Supervised Entity Alignment with Potential Isomorphism Propagation.
ACM Trans. Knowl. Discov. Data
Haifeng Sun, Yuanyi Wang, Han Li, Wei Tang, Zirui Zhuang, Qi Qi, Jingyu Wang
2025 J jnl
Unlocking the Potential of Linear Networks for Irregular Multivariate Time Series Forecasting.
CoRR
Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2025 A* conf
Unveiling Internal Reasoning Modes in LLMs: A Deep Dive into Latent Reasoning vs. Factual Shortcuts with Attribute Rate Ratio.
EMNLP
Yiran Yang, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Huazheng Wang, Pengfei Ren, Jing Wang, Jianxin Liao
2024 — conf
Accelerating ACL Configuration Update through Data Plane Analysis.
FMANO@SIGCOMM
Tianyi Kou, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao
2024 B conf
Beyond Throughput-Optimal: Second-Order Smooth Backpressure Algorithm for Reducing Jitter and Delay.
IWQoS
Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao
2024 J jnl
ChatTime: A Unified Multimodal Time Series Foundation Model Bridging Numerical and Textual Data.
CoRR
Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Lei Zhang, Jianxin Liao
2024 — conf
Coarse-to-Fine Implicit Representation Learning for 3D Hand-Object Reconstruction from a Single RGB-D Image.
ECCV (51)
Xingyu Liu, Pengfei Ren, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2024 J jnl
Cognition Guided Video Anomaly Detection Framework for Surveillance Services.
IEEE Trans. Serv. Comput.
Menghao Zhang, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Jianxin Liao
2024 J jnl
Diner: Interpretable Anomaly Detection for Seasonal Time Series in Web Services.
IEEE Trans. Serv. Comput.
Yuhan Jing, Jingyu Wang, Ji Qi, Qi Qi, Bo He, Zirui Zhuang, Naixing Wu, Jianxin Liao
2024 — conf
Distantly Supervised Contrastive Learning for Low-Resource Scripting Language Summarization.
LREC/COLING
Junzhe Liang, Haifeng Sun, Zirui Zhuang, Qi Qi, Jingyu Wang, Jianxin Liao
2024 J jnl
Dynamic Network Slice for Bursty Edge Traffic.
IEEE/ACM Trans. Netw.
Rongxin Han, Jingyu Wang, Qi Qi, Dezhi Chen, Zirui Zhuang, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao, Song Guo
2024 Misc conf
EPVerifier: Accelerating Update Storms Verification with Edge-Predicate.
NSDI
Chenyang Zhao, Yuebin Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Lingqi Guo, Yuming Xie, Jianxin Liao
2024 — conf
Efficient Throughput and Loop-Free Routing: An Adaptive Second-Order Backpressure Algorithm.
INFOCOM (Workshops)
Yuexi Yin, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Xiaoyuan Fu, Jianxin Liao
2024 — conf
FLUK: Protecting Federated Learning Against Malicious Clients for Internet of Vehicles.
Euro-Par (2)
Mengde Zhu, Wanyi Ning, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jun Huang, Jianxin Liao
2024 A conf
Fast Policy Convergence for Traffic Engineering with Proactive Distributed Message-Passing.
IPDPS
Zicheng Wang, Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao
2024 J jnl
Fast and Scalable ACL Policy Solving Under Complex Constraints With Graph Neural Networks.
IEEE/ACM Trans. Netw.
Haifeng Sun, Xingjian Liao, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, Dapeng Oliver Wu
2024 B conf
Following the Compass: LLM-Empowered Intent Translation with Manual Guidance.
ICNP
Lingqi Guo, Jingyu Wang, Jianyu Wu, Caijun Yan, Haifeng Sun, Zirui Zhuang, Qi Qi, Yi Dong, Haibao Ren, Jianxin Liao
2024 — conf
HPipe: Large Language Model Pipeline Parallelism for Long Context on Heterogeneous Cost-effective Devices.
NAACL (Industry Track)
Ruilong Ma, Xiang Yang, Jingyu Wang, Qi Qi, Haifeng Sun, Jing Wang, Zirui Zhuang, Jianxin Liao
2024 A* conf
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection.
ICDM
Yuanyi Wang, Haifeng Sun, Chengsen Wang, Mengde Zhu, Jingyu Wang, Wei Tang, Qi Qi, Zirui Zhuang, Jianxin Liao
2024 J jnl
Interdependency Matters: Graph Alignment for Multivariate Time Series Anomaly Detection.
CoRR
Yuanyi Wang, Haifeng Sun, Chengsen Wang, Mengde Zhu, Jingyu Wang, Wei Tang, Qi Qi, Zirui Zhuang, Jianxin Liao
2024 A* conf
Keypoint Fusion for RGB-D Based 3D Hand Pose Estimation.
AAAI
Xingyu Liu, Pengfei Ren, Yuanyuan Gao, Jingyu Wang, Haifeng Sun, Qi Qi, Zirui Zhuang, Jianxin Liao
2024 A* conf
Multi-Scale Video Anomaly Detection by Multi-Grained Spatio-Temporal Representation Learning.
CVPR
Menghao Zhang, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Pengfei Ren, Ruilong Ma, Jianxin Liao
2024 — conf
NetRen: Service Migration-Driven Network Renascence with Synthesizing Updated Configuration.
ASPLOS (3)
Rongxin Han, Jingyu Wang, Qi Qi, Haifeng Sun, Chaowei Xu, Zhaoyang Wan, Zirui Zhuang, Yichuan Yu, Jianxin Liao
2024 J jnl
OutlierTune: Efficient Channel-Wise Quantization for Large Language Models.
CoRR
Jinguang Wang, Yuexi Yin, Haifeng Sun, Qi Qi, Jingyu Wang, Zirui Zhuang, Tingting Yang, Jianxin Liao
2024 — conf
Pre-Tokenization of Numbers for Large Language Models.
Tiny Papers @ ICLR
Zhenglong Wu, Qi Qi, Zirui Zhuang, Haifeng Sun, Jingyu Wang
2024 A* conf
QUIC-Enabled Framework for Alleviating Transient Congestion in Time-Critical IoT.
MobiCom
Haoran Zhao, Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2024 A* conf
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective.
NeurIPS
Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Jianxin Liao
2024 J jnl
Rethinking the Power of Timestamps for Robust Time Series Forecasting: A Global-Local Fusion Perspective.
CoRR
Chengsen Wang, Qi Qi, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jinming Wu, Jianxin Liao
2024 A* conf
STAR-VP: Improving Long-term Viewport Prediction in 360° Videos via Space-aligned and Time-varying Fusion.
ACM Multimedia
Baoqi Gao, Daoxu Sheng, Lei Zhang, Qi Qi, Bo He, Zirui Zhuang, Jingyu Wang
2024 A* conf
Safeguarding Sustainable Cities: Unsupervised Video Anomaly Detection through Diffusion-based Latent Pattern Learning.
IJCAI
Menghao Zhang, Jingyu Wang, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Lei Zhang, Jianxin Liao
2024 J jnl
Slice Sandwich: Jagged Slicing Multi-Tier Dynamic Resources for Diversified V2X Services.
IEEE Trans. Mob. Comput.
Yu Liu, Zirui Zhuang, Qi Qi, Jingyu Wang, Dezhi Chen, Lu Lu, Hongwei Yang, Jianxin Liao, Zhu Han
2024 J jnl
TacNet: A Tactic-Interactive Resource Allocation Method for Vehicular Networks.
IEEE Internet Things J.
Xiaoyuan Fu, Quan Yuan, Zirui Zhuang, Yang Li, Jianxin Liao, Dongmei Zhao
2024 B conf
UAV Trajectory Tracking via RNN-Enhanced IMM-KF with ADS-B Data.
WCNC
Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai
2024 J jnl
Understanding and Guiding Weakly Supervised Entity Alignment with Potential Isomorphism Propagation.
CoRR
Yuanyi Wang, Wei Tang, Haifeng Sun, Zirui Zhuang, Xiaoyuan Fu, Jingyu Wang, Qi Qi, Jianxin Liao
2024 A* conf
Video Anomaly Detection via Progressive Learning of Multiple Proxy Tasks.
ACM Multimedia
Menghao Zhang, Jingyu Wang, Qi Qi, Pengfei Ren, Haifeng Sun, Zirui Zhuang, Huazheng Wang, Lei Zhang, Jianxin Liao
2023 J jnl
$Q$-Learning Aided Intelligent Routing With Maximum Utility in Cognitive UAV Swarm for Emergency Communications.
IEEE Trans. Veh. Technol.
Long Zhang, Xiaozheng Ma, Zirui Zhuang, Haitao Xu, Vishal Sharma, Zhu Han
2023 B conf
Brief Announcement: Accelerate CNN Inference with Zoning Graph at Dynamic Granularity.
SPAA
Ruilong Ma, Xiang Yang, Qi Qi, Jingyu Wang, Zirui Zhuang, Jing Wang, Xin Wang
2023 A conf
CONFPILOT: A Pilot for Faster Configuration by Learning from Device Manuals.
ICDCS
Jinyu Zhao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Shimin Tao, Jianxin Liao
2023 — conf
Deep Reinforcement Learning Based Fast Anomaly Detection and Localization for Programmable Networks.
ICC
Peng Zhan, Guangyi Qin, Xingxin Qian, Xiong Wang, Jing Ren, Zirui Zhuang, Shizhong Xu
2023 A* conf
Drift doesn't Matter: Dynamic Decomposition with Diffusion Reconstruction for Unstable Multivariate Time Series Anomaly Detection.
NeurIPS
Chengsen Wang, Zirui Zhuang, Qi Qi, Jingyu Wang, Xingyu Wang, Haifeng Sun, Jianxin Liao
2023 — conf
Fine-Grained Flow Control Agent on Path MTU for IoT Software.
Internetware
Hongchuan He, Dezhi Chen, Zirui Zhuang, Qi Qi, Lejian Zhang, Tong Xu, Jingyu Wang
2023 — conf
HIRN: A Hierarchical Intent Refinement Approach for Dependable Network Slicing with Multi-path Resource Allocation.
DSN-S
Zhixian Chu, Lingqi Guo, Jingyu Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Cheng Zhou
2023 J jnl
Network Meets ChatGPT: Intent Autonomous Management, Control and Operation.
J. Commun. Inf. Networks
Jingyu Wang, Lei Zhang, Yiran Yang, Zirui Zhuang, Qi Qi, Haifeng Sun, Lu Lu, Junlan Feng, Jianxin Liao
2023 A* conf
Not Only Pairwise Relationships: Fine-Grained Relational Modeling for Multivariate Time Series Forecasting.
IJCAI
Jinming Wu, Qi Qi, Jingyu Wang, Haifeng Sun, Zhikang Wu, Zirui Zhuang, Jianxin Liao
2023 A* conf
Poster: PipeLLM: Pipeline LLM Inference on Heterogeneous Devices with Sequence Slicing.
SIGCOMM
Ruilong Ma, Jingyu Wang, Qi Qi, Xiang Yang, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2023 Misc conf
Robust Video Anomaly Detection Framework via Prior Knowledge and Multi-Path Frame Prediction.
ICASSP
Menghao Zhang, Jingyu Wang, Jing Wang, Qi Qi, Zirui Zhuang, Haifeng Sun, Ning Xiao
2023 B conf
Solving Distributed ACL Policies Under Complex Constraints with Graph Neural Networks.
ICNP
Xingjian Liao, Haifeng Sun, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, Guang Yang
2023 J jnl
Standing on the Shoulders of Giants: Cross-Slice Federated Meta Learning for Resource Orchestration to Cold-Start Slice.
IEEE/ACM Trans. Netw.
Tianjian Dong, Qi Qi, Jingyu Wang, Zirui Zhuang, Haifeng Sun, Jianxin Liao, Zhu Han
2023 J jnl
Toward High-Powered Connected Autonomous Vehicles: A Cooperative Solution via Transient Edge Intelligence Provision.
IEEE Commun. Mag.
Yu Liu, Jingyu Wang, Qi Qi, Zirui Zhuang, Jianxin Liao, Zhu Han
2023 J jnl
UAV Trajectory Tracking via RNN-enhanced IMM-KF with ADS-B Data.
CoRR
Yian Zhu, Ziye Jia, Qihui Wu, Chao Dong, Zirui Zhuang, Huiling Hu, Qi Cai
2023 J jnl
Unsupervised Portrait Drawing Generation for Free Styles.
Int. J. Intell. Syst.
Ming Liu, Jianxin Liao, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Cong Liu
2022 — conf
Digital Twins-based Multi-agent Deep Reinforcement Learning for UAV-assisted Vehicle Edge Computing.
SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta
Chen Hu, Qi Qi, Lei Zhang, Cong Liu, Dezhi Chen, Jianxin Liao, Zirui Zhuang, Jingyu Wang
2022 B conf
FedNKD: A Dependable Federated Learning Using Fine-tuned Random Noise and Knowledge Distillation.
ICMR
Shaoxiong Zhu, Qi Qi, Zirui Zhuang, Jingyu Wang, Haifeng Sun, Jianxin Liao
2022 J jnl
Intelligent Joint Network Slicing and Routing via GCN-Powered Multi-Task Deep Reinforcement Learning.
IEEE Trans. Cogn. Commun. Netw.
Tianjian Dong, Zirui Zhuang, Qi Qi, Jingyu Wang, Haifeng Sun, F. Richard Yu, Tao Sun, Cheng Zhou, Jianxin Liao
2021 J jnl
Adaptive and Robust Routing With Lyapunov-Based Deep RL in MEC Networks Enabled by Blockchains.
IEEE Internet Things J.
Zirui Zhuang, Jingyu Wang, Qi Qi, Jianxin Liao, Zhu Han
2021 J jnl
Generative Adversarial Network-Based Transfer Reinforcement Learning for Routing With Prior Knowledge.
IEEE Trans. Netw. Serv. Manag.
Tianjian Dong, Qi Qi, Jingyu Wang, Alex X. Liu, Haifeng Sun, Zirui Zhuang, Jianxin Liao
2021 J jnl
Mean Field Deep Reinforcement Learning for Fair and Efficient UAV Control.
IEEE Internet Things J.
Dezhi Chen, Qi Qi, Zirui Zhuang, Jingyu Wang, Jianxin Liao, Zhu Han
2021 — conf
ResNet Approach for Coding Unit Fast Splitting Decision of HEVC Intra Coding.
DSC
Yixiao Li, Lixiang Li, Zirui Zhuang, Yuan Fang, Yixian Yang
2021 J jnl
Tensor-Based Reinforcement Learning for Network Routing.
IEEE J. Sel. Top. Signal Process.
Kai-Chu Tsai, Zirui Zhuang, Ricardo Lent, Jingyu Wang, Qi Qi, Li-Chun Wang, Zhu Han
2020 B conf
Adaptive and Robust Network Routing Based on Deep Reinforcement Learning with Lyapunov Optimization.
IWQoS
Zirui Zhuang, Jingyu Wang, Qi Qi, Jianxin Liao, Zhu Han
2020 B conf
DeepHop on Edge: Hop-by-hop Routing byDistributed Learning with Semantic Attention.
ICPP
Bo He, Jingyu Wang, Qi Qi, Haifeng Sun, Zirui Zhuang, Cong Liu, Jianxin Liao
2020 B conf
Multi-Agent Deep Reinforcement Learning for Secure UAV Communications.
WCNC
Yu Zhang, Zirui Zhuang, Feifei Gao, Jingyu Wang, Zhu Han
2020 J jnl
Scalable Parallel Task Scheduling for Autonomous Driving Using Multi-Task Deep Reinforcement Learning.
IEEE Trans. Veh. Technol.
Qi Qi, Lingxin Zhang, Jingyu Wang, Haifeng Sun, Zirui Zhuang, Jianxin Liao, F. Richard Yu
2020 J jnl
Toward Greater Intelligence in Route Planning: A Graph-Aware Deep Learning Approach.
IEEE Syst. J.
Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao
2019 J jnl
Deep reinforcement learning-based cooperative interactions among heterogeneous vehicular networks.
Appl. Soft Comput.
Jingyu Wang, Zirui Zhuang, Qi Qi, Tonghong Li, Jianxin Liao
2018 C conf
A Case-Based Decision System for Routing in Packet-Switched Networks.
IPCCC
Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao
2018 B conf
Common Knowledge Based Transfer Learning for Traffic Classification.
LCN
Yunming Xiao, Haifeng Sun, Zirui Zhuang, Jingyu Wang, Qi Qi
2018 B conf
Graph-Aware Deep Learning Based Intelligent Routing Strategy.
LCN
Zirui Zhuang, Jingyu Wang, Qi Qi, Haifeng Sun, Jianxin Liao