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• Zhi Liu0001 —Guangdong University of Technology, School of Automation, Guangzhou, China(and 1 more)
• Zhi Liu0002 —Shizuoka University, Department of Mathematical and Systems Engineering, Hamamatsu, Japan(and 3 more)
• Zhi Liu0003 —Shanghai University, School of Communication and Information Engineering, China(and 2 more)
• Zhi Liu0004 — Shandong University, School of Information Science and Engineering, Jinan, China
• Zhi Liu0005 — University of Macau, UMacau Research Institute, Zhuhai, Macau
• Zhi Liu0007 — Hefei University of Technology, School of Mathematics, China
• Zhi Liu0008 — North China University of Technology, College of Information Engineering, Beijing, China
• Zhi Liu0009 —Zhejiang University of Technology, College of Computer Science and Technology, Hangzhou, China(and 1 more)
• Zhi Liu0010 — Xidian University, School of Artificial Intelligence, Xi'an, China
• Zhi Liu0011 — Central China Normal University, National Engineering Research Center for E-learning, National Engineering Laboratory for Educational Big Data, Wuhan, China

• Zhicheng Liu(aka: Zhi-Cheng Liu) —disambiguation page
• Zhifeng Liu(aka: Zhi-Feng Liu) —disambiguation page
• Zhihao Liu(aka: Zhi-Hao Liu) —disambiguation page
• Zhiqiang Liu(aka: ZhiQiang Liu, Zhi-qiang Liu, Zhi-Qiang Liu) —disambiguation page
• Zhiwei Liu(aka: Zhi-Wei Liu) —disambiguation page
• Zhiwen Liu(aka: Zhi-Wen Liu) —disambiguation page
• Zhiyong Liu(aka: Zhi-Yong Liu) —disambiguation page
• Zhiyuan Liu(aka: Zhi-Yuan Liu) —disambiguation page
• Zhixin Liu0001(aka: Zhi-Xin Liu0001) — Yanshan University, Institute of Electrical Engineering, Qinhuangdao, China
• Zhiyong Liu0001(aka: Zhi-Yong Liu0001) — Chinese Academy of Sciences, State Key Laboratory of Management and Control for Complex Systems, Institute of Automation, Beijing, China
• show all similar names

• 2025
• 
  [j149]
  Zhi Liu,Jiansha Lu,Chenhao Ren,Jun Chen,Zhilong Xu,Guoli Zhao:
  Joint optimization of storage assignment and order batching in robotic mobile fulfillment system with dynamic storage depth and surplus items.Comput. Ind. Eng.200:110767 (2025)
• 
  [j148]
  Kaiyu Zhang,Guoming Sang,Junkai Cheng,Zhi Liu,Yi-Jia Zhang:
  Negative sampling strategy based on multi-hop neighbors for graph representation learning.Expert Syst. Appl.263:125688 (2025)
• 
  [j147]
  Xiaodi Hou,Xiaobo Li,Zhi Liu,Shengtian Sang,Mingyu Lu,Yi-Jia Zhang:
  Recalibrated cross-modal alignment network for radiology report generation with weakly supervised contrastive learning.Expert Syst. Appl.269:126394 (2025)
• 
  [j146]
  Linbo Long,Zhi Liu,Jingcheng Shen,Yi Jiang:
  SecDS: A security-aware DAG task scheduling strategy for edge computing.Future Gener. Comput. Syst.166:107627 (2025)
• 
  [j145]
  Jingxin Shang,Yingxue Du,Zhi Liu,Ancai Zhang,Yan Zhang:
  Bipartite consensus for distributed networks with random time-delay in a additive noisy environment via ergodic backward products.Neurocomputing624:129483 (2025)
• 
  [j144]
  Xianshuai Li,Zhi Liu,Sannyuya Liu:
  Triple contrastive learning representation boosting for supervised multiclass tasks.Inf. Process. Manag.62(3):104011 (2025)
• 
  [j143]
  Zhiqiang He,Wen Qiu,Wei Zhao,Xun Shao,Zhi Liu:
  Understanding world models through multi-step pruning policy via reinforcement learning.Inf. Sci.686:121361 (2025)
• 
  [j142]
  Dongyang Liu,Zhi Liu,Lei Yan,C. L. Philip Chen,Ci Chen:
  Predefined-time collision avoidance adaptive leader-follower formation control for nonlinear multiagent systems.Inf. Sci.709:122073 (2025)
• 
  [j141]
  Jianhui Wang,Haoyuan Wang,Yue Zhang,C. L. Philip Chen,Zhi Liu,Chunliang Zhang:
  Fixed-time precision formation control of multi-AUVs with assured transient performance.J. Frankl. Inst.362(7):107638 (2025)
• 
  [j140]
  Zhi Liu,Yunjie Huang,Xincheng Xia,Yihao Zhang:
  All is attention for multi-label text classification.Knowl. Inf. Syst.67(2):1249-1270 (2025)
• 
  [j139]
  Wangyu Lang,Zhi Liu,Yijia Zhang:
  DACG: Dual Attention and Context Guidance model for radiology report generation.Medical Image Anal.99:103377 (2025)
• 
  [i39]
  Hongyi Miao,Jun Jia,Yankun Cao,Yingjie Zhou,Yanwei Jiang,Zhi Liu,Guangtao Zhai:
  Ultrasound-QBench: Can LLMs Aid in Quality Assessment of Ultrasound Imaging?CoRRabs/2501.02751 (2025)
• 
  [i38]
  Jiahui Kang,Qing Cai,Runqing Tan,Yimei Liu,Zhi Liu:
  C2PD: Continuity-Constrained Pixelwise Deformation for Guided Depth Super-Resolution.CoRRabs/2501.07688 (2025)
• 
  [i37]
  Bosen Yang,Kang Ma,Jin Lin,Mingjun Zhang,QiweiDuan,Zhendong Ji,Zhi Liu,Yonghua Song:
  Achieving Stability and Optimality: Control Strategy for a Wind Turbine Supplying an Electrolyzer in the Islanded Storage-less Microgrid.CoRRabs/2501.08853 (2025)
• 
  [i36]
  Yurui Dong,Luozhijie Jin,Yao Yang,Bingjie Lu,Jiaxi Yang,Zhi Liu:
  Controllable Emotion Generation with Emotion Vectors.CoRRabs/2502.04075 (2025)
• 
  [i35]
  Wei Zhao,Shaoxin Cui,Wen Qiu,Zhiqiang He,Zhi Liu,Xiao Zheng,Bomin Mao,Nei Kato:
  A Survey on DRL based UAV Communications and Networking: DRL Fundamentals, Applications and Implementations.CoRRabs/2502.12875 (2025)
• 
  [i34]
  Shaoming Li,Qing Cai,Songqi Kong,Runqing Tan,Heng Tong,Shiji Qiu,Yongguo Jiang,Zhi Liu:
  MESC-3D:Mining Effective Semantic Cues for 3D Reconstruction from a Single Image.CoRRabs/2502.20861 (2025)
• 2024
• 
  [j138]
  Zhi Liu,Cheolkon Jung:
  Deep Sparse Depth Completion Using Multi-Scale Residuals and Channel Shuffle.IEEE Access12:18189-18197 (2024)
• 
  [j137]
  Shengjun Qin,Jiaying Qin,Zhi Liu:
  Integrating Spatial Self-Attention and Convolution Networks for Improved Car-Sharing Demand Forecasting.IEEE Access12:190897-190911 (2024)
• 
  [j136]
  Ming Li,Ching-Ter Chang,Zhi Liu:
  A discrete artificial bee colony algorithm and its application in flexible flow shop scheduling with assembly and machine deterioration effect.Appl. Soft Comput.159:111593 (2024)
• 
  [j135]
  Zhi Liu,Mingdong Wan,Xiaoguang Yang,Xiaoxue Zheng,Ching-Ter Chang:
  Operational decisions and performance of an outsourcing remanufacturing supply chain under different financing methods.Comput. Ind. Eng.189:109946 (2024)
• 
  [j134]
  Yuanxin Liu,Guoming Sang,Zhi Liu,Yilin Pan,Junkai Cheng,Yijia Zhang:
  MPTN: A message-passing transformer network for drug repurposing from knowledge graph.Comput. Biol. Medicine168:107800 (2024)
• 
  [j133]
  Xiaochen Li,Kui Chen,Jiaxi Yang,Cheng Wang,Tao Yang,Changyong Luo,Nan Li,Zhi Liu:
  TLDA: A transfer learning based dual-augmentation strategy for traditional Chinese Medicine syndrome differentiation in rare disease.Comput. Biol. Medicine169:107808 (2024)
• 
  [j132]
  Mengni Fu,Chi Lu,Yingwu Mao,Xiaoli Zhang,Yong Wu,Hongbin Luo,Zhi Liu,Wenfang Li,Guanglong Ou:
  An efficient and accurate deep learning method for tree species classification that integrates depthwise separable convolution and dilated convolution using hyperspectral data.Int. J. Digit. Earth17(1) (2024)
• 
  [j131]
  Yanning Ma,Yiran Li,Xulin Liu,Jie Gao,Axian Wang,Haiwen chen,Zhi Liu,Zuolin Jin:
  Future perspectives of digital twin technology in orthodontics.Displays85:102818 (2024)
• 
  [j130]
  Fuxi Zhang,Guoming Sang,Zhi Liu,Hongfei Lin,Yi-Jia Zhang:
  A doctor's diagnosis experience enhanced transformer model for automatic diagnosis.Eng. Appl. Artif. Intell.134:108675 (2024)
• 
  [j129]
  Zhi Liu,Haoran Chen,Xuemei Zhang,Yuvraj Gajpal,Zhichao Zhang:
  Optimal channel strategy for an e-seller: Whether and when to introduce live streaming?Electron. Commer. Res. Appl.63:101348 (2024)
• 
  [j128]
  Yunmiao Gui,Dingbo Tan,Zhi Liu,Feng Dong:
  Worry not rareness but disparity: Impact of fairness concerns on platforms' pricing and matching decision in competitive two-sided markets.Expert Syst. Appl.238(Part B):121683 (2024)
• 
  [j127]
  Jing Zhang,Zhi Liu,Yaohua Pan,Hongfei Lin,Yi-Jia Zhang:
  IMAEN: An interpretable molecular augmentation model for drug-target interaction prediction.Expert Syst. Appl.238(Part C):121882 (2024)
• 
  [j126]
  Zhichao Zhang,Haiyan Xu,Ting Tang,Zhi Liu,Kebing Chen:
  Retailing encroaching decision in an E-commerce platform supply chain with multiple online retailers.Expert Syst. Appl.249:123537 (2024)
• 
  [j125]
  Mengmeng Zhang,Zeliang Zhang,Yuan Li,Ran Cheng,Hongyuan Jing,Zhi Liu:
  CTU-Level Adaptive QP Offset Algorithm for V-PCC Using JND and Spatial Complexity.IEICE Trans. Fundam. Electron. Commun. Comput. Sci.107(8):1400-1403 (2024)
• 
  [j124]
  Hongyun Lu,Mengmeng Zhang,Hongyuan Jing,Zhi Liu:
  Improving Sliced Wasserstein Distance with Geometric Median for Knowledge Distillation.IEICE Trans. Inf. Syst.107(7):890-893 (2024)
• 
  [j123]
  Zhi Liu,Heng Wang,Yuan Li,Hongyun Lu,Hongyuan Jing,Mengmeng Zhang:
  Improved Just Noticeable Difference Model Based Algorithm for Fast CU Partition in V-PCC.IEICE Trans. Inf. Syst.107(8):1101-1104 (2024)
• 
  [j122]
  Zhichao Ping,Guoming Sang,Zhi Liu,Yijia Zhang:
  Aspect category sentiment analysis based on prompt-based learning with attention mechanism.Neurocomputing565:126994 (2024)
• 
  [j121]
  Zhi Liu,Zhenrui Cao,Yingxue Du,Yang Liu,Xingao Zhu:
  Event-triggered control for switched systems with unstable modes.Int. J. Syst. Sci.55(13):2796-2813 (2024)
• 
  [j120]
  Xiaokang Zhou,Qiuyue Yang,Qiang Liu,Wei Liang,Kevin I-Kai Wang,Zhi Liu,Jianhua Ma,Qun Jin:
  Spatial-Temporal Federated Transfer Learning with multi-sensor data fusion for cooperative positioning.Inf. Fusion105:102182 (2024)
• 
  [j119]
  Zhi Liu,Jiaxi Yang,Kui Chen,Tao Yang,Xiaochen Li,Bingjie Lu,Dianzheng Fu,Zeyu Zheng,Changyong Luo:
  TCM-KDIF: An Information Interaction Framework Driven by Knowledge-Data and Its Clinical Application in Traditional Chinese Medicine.IEEE Internet Things J.11(11):20002-20014 (2024)
• 
  [j118]
  Bin Li,Shoukun Wang,Jinge Si,Yongkang Xu,Liang Wang,Chencheng Deng,Junzheng Wang,Zhi Liu:
  A dynamic target tracking framework of UGV for UAV recovery under random disturbances.Ind. Robot51(5):729-746 (2024)
• 
  [j117]
  Xuemei Zhang,Haoran Chen,Zhi Liu:
  Operation strategy in an E-commerce platform supply chain: whether and how to introduce live streaming services?Int. Trans. Oper. Res.31(2):1093-1121 (2024)
• 
  [j116]
  Xiaodi Hou,Guoming Sang,Zhi Liu,Xiaobo Li,Yi-Jia Zhang:
  Visual Recalibration and Gating Enhancement Network for Radiology Report Generation.J. Comput. Biol.31(6):486-497 (2024)
• 
  [j115]
  Guanyu Lai,Shizhuan Zou,Hanzhen Xiao,Liyang Wang,Zhi Liu,Kairui Chen:
  Fixed-time adaptive fuzzy control with prescribed tracking performances for flexible-joint manipulators.J. Frankl. Inst.361(7):106809 (2024)
• 
  [j114]
  Bangyi Li,Juan Tang,Zhi Liu,Bengang Gong:
  Remanufacturing mode selection considering uncertain EOL products' quality and differential consumers' WTP.Kybernetes53(1):358-383 (2024)
• 
  [j113]
  Yunmiao Gui,Huihui Zhai,Feng Dong,Zhi Liu:
  Value-added service investment and pricing decisions in two-sided platform: the role of user expectations.Kybernetes53(2):557-579 (2024)
• 
  [j112]
  Zhi Liu,Shengzhao Hao,Yunhua Lu,Lei Liu,Cong Chen,Ruohuang Wang:
  SD-Pose: facilitating space-decoupled human pose estimation via adaptive pose perception guidance.Multim. Syst.30(3):163 (2024)
• 
  [j111]
  Zhi Liu,Uma Bhandaram,Nikhil Garg:
  Quantifying spatial under-reporting disparities in resident crowdsourcing.Nat. Comput. Sci.4(1):57-65 (2024)
• 
  [j110]
  Kaihao Ma,Zhenkun Cai,Xiao Yan,Yang Zhang,Zhi Liu,Yihui Feng,Chao Li,Wei Lin,James Cheng:
  PPS: Fair and efficient black-box scheduling for multi-tenant GPU clusters.Parallel Comput.120:103082 (2024)
• 
  [j109]
  Yong Wu,Guanglong Ou,Tianbao Huang,Xiaoli Zhang,Chunxiao Liu,Zhi Liu,Zhibo Yu,Hongbin Luo,Chi Lu,Kaize Shi,Leiguang Wang,Weiheng Xu:
  Climate Interprets Saturation Value Variations Better Than Soil and Topography in Estimating Oak Forest Aboveground Biomass Using Landsat 8 OLI Imagery.Remote. Sens.16(8):1338 (2024)
• 
  [j108]
  Yuan Li,Mengmeng Zhang,Hongyuan Jing,Zhi Liu:
  RadarTCN: Lightweight Online Classification Network for Automotive Radar Targets Based on TCN.Sensors24(9):2813 (2024)
• 
  [j107]
  Linfeng Feng,Yijun Gong,Zhi Liu,Xiao-Lei Zhang,Xuelong Li:
  Learning Multi-Dimensional Speaker Localization: Axis Partitioning, Unbiased Label Distribution, and Data Augmentation.IEEE ACM Trans. Audio Speech Lang. Process.32:4013-4025 (2024)
• 
  [j106]
  Yue Miao,Siyuan Tang,Zhuqiang Zhang,Jukun Song,Zhi Liu,Qiang Chen,Miao Zhang:
  Application of deep learning and XGBoost in predicting pathological staging of breast cancer MR images.J. Supercomput.80(7):8933-8953 (2024)
• 
  [j105]
  Fangfang Li,Zhi Liu,Junwen Duan,Xingliang Mao,Heyuan Shi,Shichao Zhang:
  Exploiting Conversation-Branch-Tweet HyperGraph Structure to Detect Misinformation on Social Media.ACM Trans. Knowl. Discov. Data18(2):33:1-33:20 (2024)
• 
  [j104]
  Dong Li,Ruoming Jin,Zhenming Liu,Bin Ren,Jing Gao,Zhi Liu:
  On Item-Sampling Evaluation for Recommender System.Trans. Recomm. Syst.2(1):7:1-7:36 (2024)
• 
  [j103]
  Wei Song,Zhi Liu,Shaocong Liu,Xiaofeng Ding,Yinan Guo,Shengxiang Yang:
  Particle Search Control Network for Dynamic Optimization.IEEE Trans. Syst. Man Cybern. Syst.54(11):6961-6976 (2024)
• 
  [c133]
  Zhi Liu,Sarah Rankin,Nikhil Garg:
  Identifying and Addressing Disparities in Public Libraries with Bayesian Latent Variable Modeling.AAAI2024:22258-22265
• 
  [c132]
  Zhi Liu,Zhiyi Zhang:
  Fuzzy Time Series Algorithm for Predicting Epidemic Trends in Infectious Diseases.ASCC2024:1-5
• 
  [c131]
  Ruizhe Geng,Yingxue Du,Zhi Liu,Jinxin Shang,Tianwei Zhou:
  Mean Square Quasi-Average Group Consensus of Multi-Agent Systems with Communication Noises.ASCC2024:1033-1038
• 
  [c130]
  Zexuan Ma,Zhi Liu,Yingxue Du:
  Exponential Stability of Continuous-Time Totally Positive Switched Linear Systems with Time-Delay.ASCC2024:1063-1067
• 
  [c129]
  Xifeng Hu,Jingchuan Wang,Wenmiao Wang,Lei Shi,Xiaoyun Yang,Weifeng Hu,Zhi Liu,Yujun Li:
  Multi-dimensional Spatio-temporal Prediction Network for Pre-hospital Emergency Care.BIBM2024:1513-1516
• 
  [c128]
  Zhi Liu,Wei Song,Mingshuo Song:
  Neural Network-Assisted Particle Swarm Dynamic Optimization.CEC2024:1-8
• 
  [c127]
  Zhi Liu,Quan Tao,Xue Ren,Zhexin Wan,Wentao Pan,Pei Chen,Hui Dong:
  Denoising and Segmentation of Ultra-Low Field Magnetic Resonance Imaging Based on TriNet.EITCE2024:202-208
• 
  [c126]
  Weizhen Han,Enshu Wang,Bingyi Liu,Zhi Liu,Xun Shao,Libing Wu,Jianping Wang:
  Leveraging CAVs to Improve Traffic Efficiency: An MARL-Based Approach.ICDCS2024:1143-1153
• 
  [c125]
  Guanxian Jiang,Yunjian Zhao,Yichao Li,Zhi Liu,Tatiana Jin,Wanying Zheng,Boyang Li,James Cheng:
  Wings: Efficient Online Multiple Graph Pattern Matching.ICDE2024:3013-3027
• 
  [c124]
  Zhi Liu,Jituo Li,Wentang Chen,Tingxi Xue,Pei Yuan,Dingcan Jin,Jiefeng Jin,Yifeng Zhang:
  Positioning Error Compensation for Fully-Gear-Driven Robotic Manipulator Based on Visual Calculation.ICIRA (8)2024:360-375
• 
  [c123]
  Songning Lai,Jiakang Li,Guinan Guo,Xifeng Hu,Yulong Li,Yuan Tan,Zichen Song,Yutong Liu,Zhaoxia Ren,Chun Wang,Danmin Miao,Zhi Liu:
  Shared and Private Information Learning in Multimodal Sentiment Analysis with Deep Modal Alignment and Self-supervised Multi-Task Learning.IJCNN2024:1-8
• 
  [c122]
  Zhi Liu,Yongkang Xu,Lin Zhang,Shoukun Wang,Junzheng Wang:
  The Control Strategy for Vehicle Transfer Robots in RO/RO Terminal Environments.IROS2024:2237-2242
• 
  [c121]
  Yi Guo,Xiaodi Hou,Zhi Liu,Yijia Zhang:
  IFNet: An Image-Enhanced Cross-Modal Fusion Network for Radiology Report Generation.ISBRA (1)2024:286-297
• 
  [c120]
  Wentao Pan,Zhexin Wan,Xue Ren,Zhi Liu,Pei Chen,Quan Tao,Hui Dong:
  Eddy-Current Suppression with Self-Compensation Technique in Ultra-Low-Field MRI.IST2024:1-4
• 
  [c119]
  Hong Qian,Shuo Liu,Mingjia Li,Bingdong Li,Zhi Liu,Aimin Zhou:
  ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems.KDD2024:2455-2466
• 
  [c118]
  Zhichao Ping,Zhi Liu,Mengyi Wang,Hongfei Lin,Yijia Zhang:
  Humor Recognition Based on Dual Graph Attention Network with Incongruity and Ambiguity Feature Extraction.NLPCC (4)2024:496-509
• 
  [c117]
  Zhi Liu,Nikhil Garg:
  Redesigning Service Level Agreements: Equity and Efficiency in City Government Operations.EC2024:309
• 
  [c116]
  Wanning Meng,Zheng Dong,Yong Zhou,Lei Li,Zhi Liu:
  RIS-Aided User Localization Design with Multiple Signal Classification Based Orthogonal Subspace Projection.VTC Spring2024:1-5
• 
  [i33]
  Jinhao Li,Ruichang Zhang,Hao Wang,Zhi Liu,Hongyang Lai,Yanru Zhang:
  Deep Reinforcement Learning for Voltage Control and Renewable Accommodation Using Spatial-Temporal Graph Information.CoRRabs/2401.15848 (2024)
• 
  [i32]
  Xiang Zhang,Jingyang Huang,Huan Yan,Peng Zhao,Guohang Zhuang,Zhi Liu,Bin Liu:
  WiOpen: A Robust Wi-Fi-based Open-set Gesture Recognition Framework.CoRRabs/2402.00822 (2024)
• 
  [i31]
  Zhi Liu,Si Wu,Tengfei Liu,Zhong-Ping Jiang:
  Safety-Critical Control of Euler-Lagrange Systems Subject to Multiple Obstacles and Velocity Constraints.CoRRabs/2406.01153 (2024)
• 
  [i30]
  Qingze Bai,Tiange Liu,Zhi Liu,Yubing Tong,Drew A. Torigian,Jayaram K. Udupa:
  XctDiff: Reconstruction of CT Images with Consistent Anatomical Structures from a Single Radiographic Projection Image.CoRRabs/2406.04679 (2024)
• 
  [i29]
  Xiujun Wang,Zhi Liu,Xiaokang Zhou,Yong Liao,Han Hu,Xiao Zheng,Jie Li:
  A Near-Optimal Category Information Sampling in RFID Systems.CoRRabs/2406.10347 (2024)
• 
  [i28]
  Hong Qian,Shuo Liu,Mingjia Li,Bingdong Li,Zhi Liu,Aimin Zhou:
  ORCDF: An Oversmoothing-Resistant Cognitive Diagnosis Framework for Student Learning in Online Education Systems.CoRRabs/2407.17476 (2024)
• 
  [i27]
  Longwen Wang,Jianchun Liu,Zhi Liu,Jinyang Huang:
  Optimizing Federated Graph Learning with Inherent Structural Knowledge and Dual-Densely Connected GNNs.CoRRabs/2408.11662 (2024)
• 
  [i26]
  Cuiwei Liu,Siang Xu,Huaijun Qiu,Jing Zhang,Zhi Liu,Liang Zhao:
  Few-Shot Class-Incremental Learning with Non-IID Decentralized Data.CoRRabs/2409.11657 (2024)
• 
  [i25]
  Chuang Chen,Xiao Sun,Zhi Liu:
  UniEmoX: Cross-modal Semantic-Guided Large-Scale Pretraining for Universal Scene Emotion Perception.CoRRabs/2409.18877 (2024)
• 
  [i24]
  Qianru Han,Xinwei He,Zhi Liu,Sannyuya Liu,Ying Zhang,Jinhai Xiang:
  CLIP-SCGI: Synthesized Caption-Guided Inversion for Person Re-Identification.CoRRabs/2410.09382 (2024)
• 
  [i23]
  Zhi Liu,Nikhil Garg:
  Redesigning Service Level Agreements: Equity and Efficiency in City Government Operations.CoRRabs/2410.14825 (2024)
• 
  [i22]
  Zhiying Li,Zhi Liu,Guanggang Geng,Shreyank N. Gowda,Shuyuan Lin,Jian Weng,Xiaobo Jin:
  Twin Trigger Generative Networks for Backdoor Attacks against Object Detection.CoRRabs/2411.15439 (2024)
• 
  [i21]
  Zhiying Li,Zhi Liu,Dongjie Liu,Shengda Zhuo,Guanggang Geng,Jian Weng,Shanxiang Lyu,Xiaobo Jin:
  Unveiling the Achilles' Heel: Backdoor Watermarking Forgery Attack in Public Dataset Protection.CoRRabs/2411.15450 (2024)
• 
  [i20]
  ShuaiHeng Li,Qing Cai,Fan Zhang,Menghuan Zhang,Yangyang Shu,Zhi Liu,Huafeng Li,Lingqiao Liu:
  PP-SSL : Priority-Perception Self-Supervised Learning for Fine-Grained Recognition.CoRRabs/2412.00134 (2024)
• 
  [i19]
  Ke Yan,Qing Cai,Fan Zhang,Ziyan Cao,Zhi Liu:
  SGTC: Semantic-Guided Triplet Co-training for Sparsely Annotated Semi-Supervised Medical Image Segmentation.CoRRabs/2412.15526 (2024)
• 2023
• 
  [j102]
  Dandan Huang,Mingting Yang,Jin Duan,Siyu Yu,Zhi Liu:
  Siamese Network Tracking Based on Feature Enhancement.IEEE Access11:37705-37713 (2023)
• 
  [j101]
  Naibo Zhu,Guangyu Zhao,Yang Yang,Han Yang,Zhi Liu:
  AEC_GAN: Unbalanced Data Processing Decision-Making in Network Attacks Based on ACGAN and Machine Learning.IEEE Access11:52452-52465 (2023)
• 
  [j100]
  Qingtian Geng,Zhi Liu,Baozhu Li,Chen Zhao,Zhijun Deng:
  Long-Short Term Memory-Based Heuristic Adaptive Time-Span Strategy for Vehicle Speed Prediction.IEEE Access11:65559-65568 (2023)
• 
  [j99]
  Qi Zhao,Lu Zhang,Dongliang Nan,Xing Gao,Zhi Liu,Jinxin Ouyang:
  Reliability Assessment Method for Power Grid Security and Stability Control Devices Based on Weibull Fault Rate Fitting.IEEE Access11:86351-86361 (2023)
• 
  [j98]
  Fuqi Mao,Jing Li,Jian Yang,Zhi Liu,Mengmeng Zhang:
  A Grain Boundary Defects Detection Algorithm with Improved Localization Accuracy Based on EfficientDet.Autom. Control. Comput. Sci.57(1):81-92 (2023)
• 
  [j97]
  Hanguang Xiao,Wangwang Song,Chang Liu,Bo Peng,Mi Zhu,Bin Jiang,Zhi Liu:
  Reconstruction of central arterial pressure waveform based on CBi-SAN network from radial pressure waveform.Artif. Intell. Medicine145:102683 (2023)
• 
  [j96]
  Bengang Gong,Rui Liu,Xiaoqi Zhang,Ching-Ter Chang,Zhi Liu:
  Sentiment analysis of online reviews for electric vehicles using the SMAA-2 method and interval type-2 fuzzy sets.Appl. Soft Comput.147:110745 (2023)
• 
  [j95]
  Bengang Gong,Huaimiao Zhang,Yiling Gao,Zhi Liu:
  Blockchain adoption and channel selection strategies in a competitive remanufacturing supply chain.Comput. Ind. Eng.175:108829 (2023)
• 
  [j94]
  Shuping Sun,Wei Song,Yaonan Tong,Xu Li,Man Zhao,Qi Deng,Guangyu Liu,Zhi Liu,Chao Liu:
  A novel methodology for evaluation of S2 wide split via estimated parameters.Comput. Methods Programs Biomed.242:107777 (2023)
• 
  [j93]
  Yunhua Lu,Minghui Su,Yong Wang,Zhi Liu,Tao Peng:
  Learning Discriminated Features Based on Feature Pyramid Networks and Attention for Multi-scale Object Detection.Cogn. Comput.15(2):486-495 (2023)
• 
  [j92]
  Zhongjun Yang,Zhi Liu,Xuejun Zong,Guogang Wang:
  An optimized adaptive ensemble model with feature selection for network intrusion detection.Concurr. Comput. Pract. Exp.35(4) (2023)
• 
  [j91]
  Zhi Liu,Xingyu Mu,Yunhua Lu,Tingting Zhang,Yingli Tian:
  Learning transformer-based attention region with multiple scales for occluded person re-identification.Comput. Vis. Image Underst.229:103652 (2023)
• 
  [j90]
  Zhenzhen Quan,Qingshan Chen,Yujun Li,Zhi Liu,Yan Cui:
  ARCTIC: A knowledge distillation approach via attention-based relation matching and activation region constraint for RGB-to-Infrared videos action recognition.Comput. Vis. Image Underst.237:103853 (2023)
• 
  [j89]
  Mengmeng Zhang,Yan Hou,Zhi Liu:
  An early CU partition mode decision algorithm in VVC based on variogram for virtual reality 360 degree videos.EURASIP J. Image Video Process.2023(1):9 (2023)
• 
  [j88]
  Zhichao Zhang,Haiyan Xu,Kebing Chen,Yingxue Zhao,Zhi Liu:
  Channel mode selection for an e-platform supply chain in the presence of a secondary marketplace.Eur. J. Oper. Res.305(3):1215-1235 (2023)
• 
  [j87]
  Chongyang Wang,Zhi Liu,Ancai Zhang,Jianlong Qiu,Yingxue Du:
  Stochastic Bipartite Consensus for Second-Order Multi-Agent Systems with Communication Noise and Antagonistic Information.Neurocomputing527:130-142 (2023)
• 
  [j86]
  Yiling Gao,Bengang Gong,Zhi Liu,Juan Tang,Chengfu Wang:
  The behavioural evolution of the smart electric vehicle battery reverse supply chain under government supervision.Ind. Manag. Data Syst.123(10):2577-2606 (2023)
• 
  [j85]
  Yunhua Lu,Mingzi Jiang,Zhi Liu,Xingyu Mu:
  Dual-branch adaptive attention transformer for occluded person re-identification.Image Vis. Comput.131:104633 (2023)
• 
  [j84]
  Xiaodi Hou,Zhi Liu,Xiaobo Li,Xingwang Li,Shengtian Sang,Yijia Zhang:
  MKCL: Medical Knowledge with Contrastive Learning model for radiology report generation.J. Biomed. Informatics146:104496 (2023)
• 
  [j83]
  Guanyu Lai,Haojie Xie,Aoqi Liu,Liang Yang,Meng Chen,Hanzhen Xiao,Zhi Liu:
  Adaptive event-triggered control for uncalibrated visual servoing of robot manipulators.J. Frankl. Inst.360(8):5794-5810 (2023)
• 
  [j82]
  Zhenrui Cao,Yingxue Du,Jianlong Qiu,Ancai Zhang,Zhi Liu:
  Hybrid control strategy for positive switched delay systems with unstable modes.J. Frankl. Inst.360(9):6211-6231 (2023)
• 
  [j81]
  Zhi Liu,Yi Zhang,Xiaojie Guo:
  Boosting semantic segmentation via feature enhancement.J. Vis. Commun. Image Represent.92:103796 (2023)
• 
  [j80]
  Meilin Li,Jie Rui,Songkun Yang,Zhi Liu,Liqiu Ren,Li Ma,Qing Li,Xu Su,Xibing Zuo:
  Method of Building Detection in Optical Remote Sensing Images Based on SegFormer.Sensors23(3):1258 (2023)
• 
  [j79]
  Haifeng Yao,Yuxi Cao,Weihao Wang,Qingfang Jiang,Jie Cao,Qun Hao,Zhi Liu,Peng Zhang,Yidi Chang,Guiyun Zhang,Tongtong Geng:
  A Computational Model of Cn2 Profile Inversion for Atmospheric Laser Communication in the Vertical Path.Sensors23(13):5874 (2023)
• 
  [j78]
  Xiao Liang,Ancai Zhang,Zhi Liu,Yingxue Du,Jianlong Qiu:
  Suboptimal Linear Output Feedback Control of Discrete-Time Systems With Multiplicative Noises.IEEE Trans. Circuits Syst. II Express Briefs70(4):1480-1484 (2023)
• 
  [c115]
  Dong Li,Ruoming Jin,Zhenming Liu,Bin Ren,Jing Gao,Zhi Liu:
  Towards Reliable Item Sampling for Recommendation Evaluation.AAAI2023:4409-4416
• 
  [c114]
  Yuyou Guo,Zhi Liu,Haifeng Yao,Qingfang Jiang,Hongyan Liang:
  Research on Adaptive Coding Modulation Technique of Atmospheric Optical Communication Based on LDPC Code.ICAIT2023:171-176
• 
  [c113]
  Zhi Liu,Rugui Yao,Yongjia Zhu,Ye Fan,Xiaoya Zuo:
  DFT-Based Channel Estimation with Iterative Denoising for OFDM-IM System.ICCC2023:1-6
• 
  [c112]
  Xiaodi Hou,Guoming Sang,Zhi Liu,Xiaobo Li,Yijia Zhang:
  Radiology Report Generation via Visual Recalibration and Context Gating-Aware.ISBRA2023:107-119
• 
  [c111]
  Zhi Liu,Cheolkon Jung:
  Segmentation Guided Fusion Network for Motion Deblurring of Long Exposure Images in Low Light Condition.ISCAS2023:1-5
• 
  [c110]
  Mark Huasong Meng,Qing Zhang,Guangshuai Xia,Yuwei Zheng,Yanjun Zhang,Guangdong Bai,Zhi Liu,Sin G. Teo,Jin Song Dong:
  Post-GDPR Threat Hunting on Android Phones: Dissecting OS-level Safeguards of User-unresettable Identifiers.NDSS2023
• 
  [i18]
  Zihan Wang,Yang Yang,Zhi Liu,Yifan Zheng:
  Deep Neural Networks in Video Human Action Recognition: A Review.CoRRabs/2305.15692 (2023)
• 2022
• 
  [j77]
  Zhi Liu,Changyong Luo,Dianzheng Fu,Jun Gui,Zeyu Zheng,Liang Qi,Haojian Guo:
  A novel transfer learning model for traditional herbal medicine prescription generation from unstructured resources and knowledge.Artif. Intell. Medicine124:102232 (2022)
• 
  [j76]
  Xiao-Xue Zheng,Ching-Ter Chang,Deng-Feng Li,Zhi Liu,Benjamin Lev:
  Designing an incentive scheme for producer responsibility organization of waste tires: A MCGP cooperative game approach.Comput. Ind. Eng.167:108009 (2022)
• 
  [j75]
  Zhi Liu,Shanping Wang:
  Competitive trading scheduling in smart microgrid market with uncertainty.Comput. Electr. Eng.100:107893 (2022)
• 
  [j74]
  Zhi Liu,Fangyuan Zhao,Mengmeng Zhang:
  An Efficient Multimodal Aggregation Network for Video-Text Retrieval.IEICE Trans. Inf. Syst.105-D(10):1825-1828 (2022)
• 
  [j73]
  Peng Yang,Zhi Liu:
  The Influence of Immersive Virtual Reality (IVR) on Skill Transfer of Learners: The Moderating Effects of Learning Engagement.Int. J. Emerg. Technol. Learn.17(10):62-73 (2022)
• 
  [j72]
  Zhi Liu,Junting Li,Xian Wang:
  DstNet: deep spatial-temporal network for real-time action recognition and localisation in untrimmed video.Int. J. Wirel. Mob. Comput.23(3/4):310-317 (2022)
• 
  [j71]
  Hanbo Jin,Guoru Hu,Chuqing Sun,Yiqian Duan,Zhenmo Zhang,Zhi Liu,Xing-Ming Zhao,Wei-Hua Chen:
  mBodyMap: a curated database for microbes across human body and their associations with health and diseases.Nucleic Acids Res.50(D1):808-816 (2022)
• 
  [j70]
  Zhi Liu,Xingyu Mu,Shidu Dong,Yunhua Lu,Mingzi Jiang:
  Constructing Adaptive Multi-Scale Feature via Transformer-Aware Patch for Occluded Person Re-Identification.Symmetry14(7):1454 (2022)
• 
  [j69]
  Xing Chu,Zhi Liu,Lei Mao,Xin Jin,Zhaoxia Peng,Guoguang Wen:
  Robust Event Triggered Control for Lateral Dynamics of Intelligent Vehicle With Designable Inter-Event Times.IEEE Trans. Circuits Syst. II Express Briefs69(11):4349-4353 (2022)
• 
  [j68]
  Yidi Wu,Kaihao Ma,Xiao Yan,Zhi Liu,Zhenkun Cai,Yuzhen Huang,James Cheng,Han Yuan,Fan Yu:
  Elastic Deep Learning in Multi-Tenant GPU Clusters.IEEE Trans. Parallel Distributed Syst.33(1):144-158 (2022)
• 
  [c109]
  Yaru Yang,Zhi Liu,Jiaxing Song:
  TRAPPER: Learning with Weak Supervision for Threat Intelligence Entity Recognition.AISS2022:50:1-50:7
• 
  [c108]
  Xiaoyu Sui,Yankun Cao,Jia Mi,Kemeng Tao,Jing Han,Kun Zhao,Chun Wang,Zhi Liu:
  Research on Carotid Ultrasonic Image Detection Based on Convolutional Neural Network.CISP-BMEI2022:1-5
• 
  [c107]
  Shaobo Fu,Xiawei Guan,Zhi Liu,Zhao Wang,Shaolong Yang,Hao Zhang:
  Adaptive Unscented Particle Filter Algorithm for Acoustic Positioning of AUV Docking in Shallow Water.CACRE2022:93-98
• 
  [c106]
  Zhi Liu,Shaoyu Chen,Xiaojie Guo,Xinggang Wang,Tianheng Cheng,Hongmei Zhu,Qian Zhang,Wenyu Liu,Yi Zhang:
  Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation.CoRL2022:437-446
• 
  [c105]
  Yanghao Wang,Zhi Liu:
  A sneak peek at RisingWave: a cloud-native streaming database.DEBS2022:190-193
• 
  [c104]
  Yidi Chang,Zhi Liu,Haifeng Yao,Guiyun Zhang,Yi Kang,Chenming Cao:
  Demonstration of 8Gb/s 4-PAM Signal All-optical Wavelength Conversion Transmission under Simulated Atmospheric Laser Communication Network.ICAIT2022:85-89
• 
  [c103]
  Guiyun Zhang,Guangwen Liu,Zhi Liu,Haifeng Yao,Yidi Chang,Tongtong Geng:
  Research on Optimization Method of Free Space Optical Link Model Considering Pointing Error.ICAIT2022:134-137
• 
  [c102]
  Haifeng Yao,Qingfang Jiang,Qun Hao,Zhi Liu,Peng Zhang,Yidi Chang,Guiyun Zhang,Tongtong Geng:
  Theoretical Calculations and Simulations for Oblique Atmospheric Transmittance.ICAIT2022:138-141
• 
  [c101]
  Mingxue Shi,Zhi Liu,Yi Kang,Haifeng Yao,Yidi Chang,Yugeng Chen:
  Adaptive Turbulence Channel Equalization Based on Neural Network.ICAIT2022:142-145
• 
  [c100]
  Xin Tang,Zhi Liu,Yan Shao,Hong Di:
  Side Channel Attack resistant Cross-User Generalized Deduplication for Cloud Storage.ICC2022:998-1003
• 
  [c99]
  Zhi Liu,Nikhil Garg:
  Equity in Resident Crowdsourcing: Measuring Under-reporting without Ground Truth Data.EC2022:1016-1017
• 
  [i17]
  Xing Chu,Zhi Liu,Lei Mao,Xin Jin,Zhaoxia Peng,Guoguang Wen:
  Robust Event Triggering Control for Lateral Dynamics of Intelligent Vehicles with Designable Inter-event Times.CoRRabs/2203.06882 (2022)
• 
  [i16]
  Zhi Liu,Nikhil Garg:
  Equity in Resident Crowdsourcing: Measuring Under-reporting without Ground Truth Data.CoRRabs/2204.08620 (2022)
• 
  [i15]
  Zhi Liu,Shaoyu Chen,Xiaojie Guo,Xinggang Wang,Tianheng Cheng,Hongmei Zhu,Qian Zhang,Wenyu Liu,Yi Zhang:
  Vision-based Uneven BEV Representation Learning with Polar Rasterization and Surface Estimation.CoRRabs/2207.01878 (2022)
• 
  [i14]
  Zhi Liu:
  DeepTLS: comprehensive and high-performance feature extraction for encrypted traffic.CoRRabs/2208.03862 (2022)
• 
  [i13]
  Hanyi Hu,Long Zhang,Shuan Li,Zhi Liu,Yao Yang,Chongning Na:
  Fradulent User Detection Via Behavior Information Aggregation Network (BIAN) On Large-Scale Financial Social Network.CoRRabs/2211.06315 (2022)
• 
  [i12]
  Dong Li,Ruoming Jin,Zhenming Liu,Bin Ren,Jing Gao,Zhi Liu:
  Towards Reliable Item Sampling for Recommendation Evaluation.CoRRabs/2211.15743 (2022)
• 2021
• 
  [j67]
  Zhi Liu,Ardashir Mohammadzadeh,Hamza Turabieh,Majdi M. Mafarja,Shahab S. Band,Amir Mosavi:
  A New Online Learned Interval Type-3 Fuzzy Control System for Solar Energy Management Systems.IEEE Access9:10498-10508 (2021)
• 
  [j66]
  Wenli Zeng,Zhi Liu,Yaru Yang,Gen Yang,Qin Luo:
  QBC Inconsistency-Based Threat Intelligence IOC Recognition.IEEE Access9:153102-153107 (2021)
• 
  [j65]
  Xue-Mei Zhang,Qian-Wen Li,Zhi Liu,Ching-Ter Chang:
  Optimal pricing and remanufacturing mode in a closed-loop supply chain of WEEE under government fund policy.Comput. Ind. Eng.151:106951 (2021)
• 
  [j64]
  Zhi Liu,Kai Mi,Zhenjiang Xu,Qiankun Zhang,Xingyin Liu:
  PM2RA: A Framework for Detecting and Quantifying Relationship Alterations in Microbial Community.Genom. Proteom. Bioinform.19(1):154-167 (2021)
• 
  [j63]
  Xue-Mei Zhang,Ying-Ying Li,Zhi Liu,Qian-Wen Li:
  Coordination Contracts of Dual-Channel Supply Chain Considering Advertising Cooperation.Int. J. Inf. Syst. Supply Chain Manag.14(1):55-89 (2021)
• 
  [j62]
  Zhe Wang,Yue Wang,Zhi Liu,Jinshi Cheng,Xintong Chen:
  Strategic management of product recovery and its environmental impact.Int. J. Prod. Res.59(20):6104-6124 (2021)
• 
  [j61]
  Zhichao Zhang,Haiyan Xu,Zhi Liu,Yinhai Fang:
  Implications for pure profit, environmental impact and social welfare in a socially responsible supply chain.Kybernetes50(3):757-784 (2021)
• 
  [j60]
  Yanru Zhang,Feng Hong,Yan Wang,Zhi Liu,Yingjie Zhou,Zheng Chang,George Chen:
  Edge Intelligence for Plug-in Electrical Vehicle Charging Service.IEEE Netw.35(3):81-87 (2021)
• 
  [j59]
  Yunjian Zhao,Zhi Liu,Yidi Wu,Guanxian Jiang,James Cheng,Kunlong Liu,Xiao Yan:
  Timestamped State Sharing for Stream Analytics.IEEE Trans. Parallel Distributed Syst.32(11):2691-2704 (2021)
• 
  [c98]
  Ruoming Jin,Dong Li,Benjamin Mudrak,Jing Gao,Zhi Liu:
  On Estimating Recommendation Evaluation Metrics under Sampling.AAAI2021:4147-4154
• 
  [c97]
  Zhi Liu,Hao Xu,Haitao Wang,Dan Zhou,Guilin Qi,Wanqi Sun,Shirong Shen,Jiawei Zhao:
  Structural Dependency Self-attention Based Hierarchical Event Model for Chinese Financial Event Extraction.CCKS2021:76-88
• 
  [c96]
  Zhi Liu,Nikhil Garg:
  Test-optional Policies: Overcoming Strategic Behavior and Informational Gaps.EAAMO2021:11:1-11:13
• 
  [c95]
  Yugeng Chen,Zhi Liu,Hongyan Liang,Yidi Chang,Chunye Li,Yakun Wang,Yi Liu:
  Free Space Laser Communication Equalizer Based on Deep Neural Network.ICAIT2021:95-99
• 
  [c94]
  Yakun Wang,Zhi Liu,Chunye Li,Yugeng Chen,Chaoyu Wang,Yidi Chang,Yi Liu:
  Research on Pulse Position Modulation and Demodulation System of Space Laser Communication Based on DBN-SVM.ICAIT2021:105-109
• 
  [c93]
  Pengfan Wu,Xiaoan Chen,Ye He,Zhi Liu:
  Unpowered Knee Exoskeleton during Stair Descent.ICMRE2021:106-110
• 
  [c92]
  Ruoming Jin,Dong Li,Jing Gao,Zhi Liu,Li Chen,Yang Zhou:
  Towards a Better Understanding of Linear Models for Recommendation.KDD2021:776-785
• 
  [c91]
  Yihui Feng,Zhi Liu,Yunjian Zhao,Tatiana Jin,Yidi Wu,Yang Zhang,James Cheng,Chao Li,Tao Guan:
  Scaling Large Production Clusters with Partitioned Synchronization.USENIX ATC2021:81-97
• 
  [i11]
  Ruoming Jin,Dong Li,Benjamin Mudrak,Jing Gao,Zhi Liu:
  On Estimating Recommendation Evaluation Metrics under Sampling.CoRRabs/2103.01474 (2021)
• 
  [i10]
  Ruoming Jin,Dong Li,Jing Gao,Zhi Liu,Li Chen,Yang Zhou:
  Towards a Better Understanding of Linear Models for Recommendation.CoRRabs/2105.12937 (2021)
• 
  [i9]
  Dong Li,Ruoming Jin,Jing Gao,Zhi Liu:
  On Sampling Top-K Recommendation Evaluation.CoRRabs/2106.10621 (2021)
• 
  [i8]
  Zhi Liu,Nikhil Garg:
  Test-optional Policies: Overcoming Strategic Behavior and Informational Gaps.CoRRabs/2107.08922 (2021)
• 
  [i7]
  Jinhao Li,Ruichang Zhang,Hao Wang,Zhi Liu,Hongyang Lai,Yanru Zhang:
  Deep Reinforcement Learning for Optimal Power Flow with Renewables Using Spatial-Temporal Graph Information.CoRRabs/2112.11461 (2021)
• 2020
• 
  [j58]
  Zhi Liu,Chunrong Wu,Qinglan Peng,Jia Lee,Yunni Xia:
  Local Peaks-Based Clustering Algorithm in Symmetric Neighborhood Graph.IEEE Access8:1600-1612 (2020)
• 
  [j57]
  Guanwen Wang,Feng Qi,Zhi Liu,Cuiling Liu,Chungui Xing,Wei Ning:
  Comparison Between Back Projection Algorithm and Range Migration Algorithm in Terahertz Imaging.IEEE Access8:18772-18777 (2020)
• 
  [j56]
  Qingfeng Yao,Zeyu Zheng,Liang Qi,Haitao Yuan,Xiwang Guo,Ming Zhao,Zhi Liu,Tianji Yang:
  Path Planning Method With Improved Artificial Potential Field - A Reinforcement Learning Perspective.IEEE Access8:135513-135523 (2020)
• 
  [j55]
  Zhi Liu,Rongwei Guo:
  Stabilization of a Class of Complex Chaotic Systems by the Dynamic Feedback Control.Complex.2020:4938149:1-4938149:10 (2020)
• 
  [j54]
  Ancai Zhang,Jinhua She,Zhenxing Li,Guochen Pang,Zhi Liu,Jianlong Qiu:
  Nonlinear Dynamics Analysis and Global Stabilization of Underactuated Horizontal Spring-Coupled Two-Link Manipulator.Complex.2020:9096073:1-9096073:8 (2020)
• 
  [j53]
  Xiaodong Lu,Xianfu Zhang,Zhi Liu:
  Improved stability criteria for linear time-varying systems on time scales.Int. J. Control93(7):1651-1658 (2020)
• 
  [j52]
  Zhi Liu,Bo Qiao,Kui Fang:
  Joint optimization strategy for QoE-aware encrypted video caching and content distributing in multi-edge collaborative computing environment.J. Cloud Comput.9:56 (2020)
• 
  [c90]
  Fang Dong,Tianshu Wang,Zhi Liu,Chunyi Chen,Guangqiu Chen:
  Investigation on Nyquist-WDM Channels with Optical Sinc-shaped Pulses Based on Electro-Optic Frequency Combs.ICAIT2020:10-13
• 
  [c89]
  Yousheng Sun,Qingduo Duanmu,Zheqi Liu,Zhi Liu,Tianshu Wang,Chunyi Chen:
  Optimization of Wide-Spectral Mode-Locking Fiber Laser Carriers in Free Space Optical Communication.ICAIT2020:28-31
• 
  [c88]
  Yingkui Li,Jiayin Liu,Tianshu Wang,Ziqi Jiang,Zhiwen Sun,Peng Lin,Zhi Liu,Chunyi Chen:
  Free-Space Data Transmission with Pulse Seeded Supercontinuum Based Partially Coherent Beams in a Tunable Turbulent Channel.ICAIT2020:42-46
• 
  [c87]
  Zhi Liu,Haowen Wu,Tongxin Bai,Yang Wang,Chengzhong Xu:
  Towards Elastic Data Warehousing by Decoupling Data Management and Computation.ICCBDC2020:52-57
• 
  [c86]
  Zhaoxuan Gong,Zhi Liu,Wei Guo,Dazhe Zhao,Chong He,Yu Liu,Guodong Zhang:
  Deep learning of deformable registration for breast DCE-MRI images.ISICDM2020:229-234
• 
  [c85]
  Dong Li,Ruoming Jin,Jing Gao,Zhi Liu:
  On Sampling Top-K Recommendation Evaluation.KDD2020:2114-2124
• 
  [i6]
  Zhi Liu,Yan Huang,Jing Gao,Li Chen,Dong Li:
  Large-scale Real-time Personalized Similar Product Recommendations.CoRRabs/2004.05716 (2020)

• 2019
• 
  [j51]
  Qianhua Hao,Wanrong Wu,Xiangjing Liang,Zhi Liu:
  Effects of Structure Parameters on Abnormal Opening of Pilot-Operated Relief Valve Under Alternating Pressure.IEEE Access7:33932-33942 (2019)
• 
  [j50]
  Haifeng Yao,Xiaolong Ni,Chunyi Chen,Bo Li,Xianglian Feng,Xianzhu Liu,Zhi Liu,Shoufeng Tong,Huilin Jiang:
  Performance Analysis of MPSK FSO Communication Based on the Balanced Detector in a Fiber-Coupling System.IEEE Access7:84197-84208 (2019)
• 
  [j49]
  Qianhua Hao,Wanrong Wu,Zhi Liu,Xiangjing Liang:
  Abnormal Opening Mechanism of Pilot-Operated Relief Valve Under Alternating Pressure.IEEE Access7:129709-129718 (2019)
• 
  [j48]
  Zhi Liu,Zeyu Zheng,Xiwang Guo,Liang Qi,Jun Gui,Dianzheng Fu,Qingfeng Yao,Luyao Jin:
  AttentiveHerb: A Novel Method for Traditional Medicine Prescription Generation.IEEE Access7:139069-139085 (2019)
• 
  [j47]
  Zhaodong Liu,Ancai Zhang,Zhi Liu,Zhenxing Li:
  Fully Distributed Tracking Control of High-Order Nonlinear Multi-Agent Systems.IEEE Access7:141594-141601 (2019)
• 
  [j46]
  Zhi Liu,Libin Song,Zhimin Hou,Ken Chen,Shaoli Liu,Jing Xu:
  Screw Insertion Method in Peg-in-Hole Assembly for Axial Friction Reduction.IEEE Access7:148313-148325 (2019)
• 
  [j45]
  Zhiyuan Zhang,Guozhong Chen,Jun Hu,Wajid Hussain,Fenxia Fan,Yalin Yang,Zhigang Zhou,Xiaodong Fang,Jun Zhu,Wei-Hua Chen,Zhi Liu:
  Mr.Vc: a database of microarray and RNA-seq of Vibrio cholerae.Database J. Biol. Databases Curation2019:baz069 (2019)
• 
  [j44]
  Xun Wu,Tefang Chen,Yating Chen,Chaoqun Xiang,Zhi Liu,Kaidi Li:
  An Online Diagnostic Method for Open-Circuit Faults of Locomotive Inverter Based on Output Voltage Transient Detection.Comput. Sci. Eng.21(3):83-91 (2019)
• 
  [j43]
  Shen-Cheng Zhang,Hui Wang,Zhi Liu,Shouzhen Zeng,Yun Jin,Tomas Balezentis:
  A Comprehensive Evaluation of the Community Environment Adaptability for Elderly People Based on the Improved TOPSIS.Inf.10(12):389 (2019)
• 
  [j42]
  Zhi Liu,Zhaomin Yao,Yankun Cao,Jianhuang Wu:
  Computerized Diagnosis of Fundus Vascular Structure Based on Predictions of Diabetic Retinopathy Grade and Risk of Macular Edema.J. Medical Imaging Health Informatics9(5):884-892 (2019)
• 
  [j41]
  Shidu Dong,Zhi Liu,Huaqiu Wang,Yihao Zhang,Shaoguo Cui:
  A Separate 3D Convolutional Neural Network Architecture for 3D Medical Image Semantic Segmentation.J. Medical Imaging Health Informatics9(8):1705-1716 (2019)
• 
  [j40]
  Zhi Liu,Jiangchuan Li:
  基于深度卷积神经网络的三维模型检索 (3D Model Retrieval Based on Deep Convolution Neural Network).计算机科学46(1):278-284 (2019)
• 
  [j39]
  Huabing Gao,Congcong Song,Bo Chen,Zhi Liu:
  基于逾渗理论的交通路网通行效率分析 (Traffic Efficiency Analysis of Traffic Road Network Based on Percolation Theory).计算机科学46(11A):127-133 (2019)
• 
  [j38]
  Zhichao Zhang,Bengang Gong,Juan Tang,Zhi Liu,Xiaoxue Zheng:
  The joint dynamic green innovation and pricing strategies for a hybrid system of manufacturing and remanufacturing with carbon emission constraints.Kybernetes48(8):1699-1730 (2019)
• 
  [j37]
  Zhi Liu,Limei Li,Hui Li,Liang Mei:
  Preliminary Studies on Atmospheric Monitoring by Employing a Portable Unmanned Mie-Scattering Scheimpflug Lidar System.Remote. Sens.11(7):837 (2019)
• 
  [j36]
  Peng Shi,Nachuan Li,Shumei Wang,Zhi Liu,Mengran Ren,Hongyang Ma:
  Quantum Multi-User Broadcast Protocol for the "Platform as a Service" Model.Sensors19(23):5257 (2019)
• 
  [c84]
  Lizhong Ding,Zhi Liu,Yu Li,Shizhong Liao,Yong Liu,Peng Yang,Ge Yu,Ling Shao,Xin Gao:
  Linear Kernel Tests via Empirical Likelihood for High-Dimensional Data.AAAI2019:3454-3461
• 
  [c83]
  Guoming Sang,Zhi Liu,Xue Zhu:
  Heterogeneous Classifier Dynamic Ensemble Algorithm based on Margin.CSAE2019:29:1-29:6
• 
  [c82]
  Meishan Feng,Zhi Liu,Hao Wei,Wen Qu,Fei Chen,Mingyu Lu:
  Evaluation of Pooling Operations and Regularization Parameters in Neural Networks for Drug-drug Interaction Extraction.CSAI2019:112-117
• 
  [c81]
  Shuangye Chen,Zhi Liu:
  An Image Processing Method Reducing Road Marking Line Edge Features for Patrol Robots Identifying Road Boundaries.ICAIP2019:29-33
• 
  [c80]
  Haoran Liang,Jun Wu,Zhi Liu,Jianhua Li:
  Shape-Unconstrained Privacy-Preserving Range Query for Fog Computing Supported Vehicular Networks Using Image.ICCC2019:683-688
• 
  [c79]
  Qingfeng Yao,Tianji Yang,Zhi Liu,Zeyu Zheng:
  Remaining Useful Life Estimation by Empirical Mode Decomposition and Ensemble Deep Convolution Neural Networks.ICPHM2019:1-6
• 
  [c78]
  Xin-Yue Fan,Xiao-Ling Zhang,Zhi Liu,Huan Dang:
  An Optimization of Weighted Multi-Baseline LS Unwrapping Algorithm Based on Quality Map.IGARSS2019:1697-1700
• 
  [i5]
  Jing Xu,Zhimin Hou,Zhi Liu,Hong Qiao:
  Compare Contact Model-based Control and Contact Model-free Learning: A Survey of Robotic Peg-in-hole Assembly Strategies.CoRRabs/1904.05240 (2019)
• 
  [i4]
  Yidi Wu,Kaihao Ma,Xiao Yan,Zhi Liu,James Cheng:
  Elastic deep learning in multi-tenant GPU cluster.CoRRabs/1909.11985 (2019)
• 2018
• 
  [j35]
  Juan Tang,Bangyi Li,Zhi Liu:
  Predicting bottlenecks in manufacturing shops through capacity and demand observations from multiple perspectives.Int. J. Manuf. Technol. Manag.32(4/5):358-380 (2018)
• 
  [j34]
  Na L. Gao,Chengwei Zhang,Zhanbing Zhang,Songnian Hu,Martin J. Lercher,Xing-Ming Zhao,Peer Bork,Zhi Liu,Wei-Hua Chen:
  MVP: a microbe-phage interaction database.Nucleic Acids Res.46(Database-Issue):D700-D707 (2018)
• 
  [j33]
  Zheng Kong,Zhi Liu,Lishan Zhang,Peng Guan,Limei Li,Liang Mei:
  Atmospheric Pollution Monitoring in Urban Area by Employing a 450-nm Lidar System.Sensors18(6):1880 (2018)
• 
  [c77]
  Wei Zhao,Wen Qiu,Chuanhua Zhou,Zhi Liu,Takahiro Hara:
  Edge-Node Assisted Live Video Streaming: A Coalition Formation Game Approach.GLOBECOM Workshops2018:1-6
• 
  [c76]
  Chunyi Chen,Shi Pan,Xiaolong Ni,Huamin Yang,Tianshu Wang,Zhi Liu:
  Capacity of Optical Wireless Channels in Atmospheric Turbulence with Transmission Power Adaptation based on Fading Reciprocity.ICAIT2018:72-77
• 
  [c75]
  Zhiwen Sun,Junda Chen,Xinmeng Zhang,Ziqi Jiang,Peng Lin,Tianshu Wang,Chunyi Chen,Zhi Liu:
  Turbulence Controllable Free Space Optical Time Division System based on Supercontinuum.ICAIT2018:78-82
• 
  [c74]
  Ziqi Jiang,Zhiwen Sun,Qingsong Jia,Junda Chen,Xinmeng Zhang,Tianshu Wang,Chunyi Chen,Zhi Liu:
  An Experimental Hybrid RF/FSO System Using Optical Heterodyne Method.ICAIT2018:83-87
• 
  [c73]
  Xiucai Ye,Hongmin Li,Tetsuya Sakurai,Zhi Liu:
  Large Scale Spectral Clustering Using Sparse Representation Based on Hubness.SmartWorld/SCALCOM/UIC/ATC/CBDCom/IOP/SCI2018:1731-1737
• 2017
• 
  [j32]
  Zhi Liu,Shijie Sun,Hang Zhu,Jiaqi Gao,Jun Li:
  BitCuts: A fast packet classification algorithm using bit-level cutting.Comput. Commun.109:38-52 (2017)
• 
  [j31]
  Ying Xie,Xiangdong Yang,Zhi Liu,Shunan Ren,Ken Chen:
  Method for visual localization of oil and gas wellhead based on distance function of projected features.Int. J. Autom. Comput.14(2):147-158 (2017)
• 
  [j30]
  Zhi Liu,Yu-Zhen Wang:
  Regional stability of positive switched linear systems with multi-equilibrium points.Int. J. Autom. Comput.14(2):213-220 (2017)
• 
  [j29]
  Yihao Zhang,Zhi Liu,Changpeng Zhu:
  融合距离度量和高斯混合模型的中文词义归纳模型 (Chinese Word Sense Induction Model by Integrating Distance Metric and Gaussian Mixture Model).计算机科学44(8):265-269 (2017)
• 
  [j28]
  Xiang Pan,Junmian Lin,Xuecheng Wang,Zhi Liu,Xiaolong Zhou:
  交互标记跟踪的三维动态数据对齐 (Marking Points Tracking for 3D Dynamic Data Correspondence).计算机科学44(10):307-311 (2017)
• 
  [j27]
  Zhi Liu,Liang Qiu,Fei Pan:
  Enhancing quantum coherence and quantum Fisher information by quantum partially collapsing measurements.Quantum Inf. Process.16(4):109 (2017)
• 
  [c72]
  Hua Cai,Guangqiu Chen,Zhi Liu,Zhen-ye Geng:
  Fusion algorithm of infrared and visible images based on joint bilateral filter.CISP-BMEI2017:1-6
• 
  [c71]
  Danyang Li,Xiaohe Hu,Linli Wan,Zhi Liu,Jun Li:
  AHI: Efficient policy space set operations.ICC2017:1-6
• 
  [c70]
  Zhe Fu,Zhi Liu,Jun Li:
  Efficient Parallelization of Regular Expression Matching for Deep Inspection.ICCCN2017:1-9
• 
  [c69]
  Zhi Liu,Jie Zhang,Li Geng:
  An Intelligent Building Occupancy Detection System Based on Sparse Auto-Encoder.WACV Workshops2017:17-22
• 2016
• 
  [j26]
  Zhi Liu:
  Face recognition system based on block Gabor feature collaborative representation.Autom. Control. Comput. Sci.50(5):318-323 (2016)
• 
  [j25]
  Zhi Liu,Tuantuan Gui,Zhen Wang,Hong Li,Yunhe Fu,Xiao Dong,Yixue Li:
  cisASE: a likelihood-based method for detecting putativecis-regulated allele-specific expression in RNA sequencing data.Bioinform.32(21):3291-3297 (2016)
• 
  [j24]
  James Murphy McCauley,Zhi Liu,Aurojit Panda,Teemu Koponen,Barath Raghavan,Jennifer Rexford,Scott Shenker:
  Recursive SDN for Carrier Networks.Comput. Commun. Rev.46(4):1-7 (2016)
• 
  [j23]
  Zhi Liu,Chenyang Zhang,Yingli Tian:
  3D-based Deep Convolutional Neural Network for action recognition with depth sequences.Image Vis. Comput.55:93-100 (2016)
• 
  [j22]
  Xiang Pan,Huibin Yu,Herong Zheng,Zhi Liu:
  形状模板约束的图像协同分割 (Image Co-segmentation by Constraints of Shape).计算机科学43(11):309-312 (2016)
• 
  [j21]
  Zhi Liu:
  基于失真激励式机会模糊控制的视频跟踪机制 (Video Tracking Scheme Based on Opportunity Fuzzy Control with Distortion Incentive).计算机科学43(12):307-310 (2016)
• 
  [j20]
  Liang Qiu,Zhi Liu,Xin Wang:
  Environment-assisted entanglement purification.Quantum Inf. Comput.16(11&12):982-990 (2016)
• 
  [j19]
  Liang Qiu,Zhi Liu:
  Hierarchy, factorization law of two measurement-induced nonlocalities and their performances in quantum phase transition.Quantum Inf. Process.15(5):2053-2065 (2016)
• 
  [c68]
  Zhe Fu,Zhi Liu,Jun Li:
  ParaRegex: Towards Fast Regular Expression Matching in Parallel.ANCS2016:113-114
• 
  [c67]
  Zhi Liu,Yan Huang:
  Where are You Tweeting?: A Context and User Movement Based Approach.CIKM2016:1949-1952
• 
  [c66]
  Zhi Liu,Yan Huang:
  Closeness and Structure of Friends Help to Estimate User Locations.DASFAA (2)2016:33-48
• 
  [c65]
  Zhi Liu,Yan Huang,Joshua R. Trampier:
  Spatiotemporal topic association detection on tweets.SIGSPATIAL/GIS2016:28:1-28:10
• 
  [c64]
  Zhi Liu,Yan Huang,Joshua R. Trampier:
  LEDS: local event discovery and summarization from tweets.SIGSPATIAL/GIS2016:53:1-53:4
• 
  [c63]
  Xia Luo,Zhi Liu,Hai Zhu:
  Analysis of the competition between CRH sleeper and aviation in Beijing-guangzhou corridor based on SP survey.LISS2016:1-5
• 
  [c62]
  Chang Lan,Justine Sherry,Raluca Ada Popa,Sylvia Ratnasamy,Zhi Liu:
  Embark: Securely Outsourcing Middleboxes to the Cloud.NSDI2016:255-273
• 
  [c61]
  Zhi Liu,Kai Xiao,Xiaoyan Liu,Ping Jiang:
  Local Point Control of a New Rational Quartic Interpolating Spline.SIMULTECH2016:165-171
• 
  [c60]
  Xiang Pan,Zhihao Cheng,Junmian Lin,Zhi Liu:
  Geodesic histogram based 3D deformable shape correspondence.VRCAI2016:271-279
• 
  [i3]
  James Murphy McCauley,Zhi Liu,Aurojit Panda,Teemu Koponen,Barath Raghavan,Jennifer Rexford,Scott Shenker:
  Recursive SDN for Carrier Networks.CoRRabs/1605.07734 (2016)
• 2015
• 
  [c59]
  Shitao Weng,Shushan Chen,Lei Yu,Xuewei Wu,Weicheng Cai,Zhi Liu,Yiming Zhou,Ming Li:
  The SYSU system for the interspeech 2015 automatic speaker verification spoofing and countermeasures challenge.APSIPA2015:152-155
• 
  [c58]
  Zhi Liu,Xiang Wang,Weishen Pan,Baohua Yang,Xiaohe Hu,Jun Li:
  Towards efficient load distribution in big data cloud.ICNC2015:117-122
• 
  [c57]
  Yan Huang,Zhi Liu,Phuc Nguyen:
  Location-based event search in social texts.ICNC2015:668-672
• 
  [c56]
  Zhi Liu,Xiang Wang,Baohua Yang,Jun Li:
  BitCuts: Towards Fast Packet Classification for Order-Independent Rules.SIGCOMM2015:339-340
• 
  [c55]
  Zhi Liu,Xin Feng,Yingli Tian:
  An effective view and time-invariant action recognition method based on depth videos.VCIP2015:1-4
• 
  [i2]
  Zhi Liu,Yan Huang:
  Community Detection from Location-Tagged Networks.CoRRabs/1501.04675 (2015)
• 
  [i1]
  Shitao Weng,Shushan Chen,Lei Yu,Xuewei Wu,Weicheng Cai,Zhi Liu,Ming Li:
  The SYSU System for the Interspeech 2015 Automatic Speaker Verification Spoofing and Countermeasures Challenge.CoRRabs/1507.06711 (2015)
• 2014
• 
  [j18]
  Binh Cong Nguyen,Biao Jun Zhang,Zhi Liu:
  The Critical Success Factors of Agricultural Cooperatives in Mekong River Delta, Vietnam.Int. J. Asian Bus. Inf. Manag.5(4):1-13 (2014)
• 
  [j17]
  Longbo Kong,Zhi Liu,Yan Huang:
  SPOT: Locating Social Media Users Based on Social Network Context.Proc. VLDB Endow.7(13):1681-1684 (2014)
• 
  [c54]
  Bo Li,Zhi Liu,Yijian Pei,Hao Wu:
  Mobility Prediction Based Opportunistic Computational Offloading for Mobile Device Cloud.CSE2014:786-792
• 
  [c53]
  Zhi Liu,Yan Huang:
  Community detection from location-tagged networks.SIGSPATIAL/GIS2014:525-528
• 
  [c52]
  Siva Ravada,Xin Chen,Zhi Liu,Xi Zhang:
  SIG SPATIAL CUP report: constrained map generalization.SIGSPATIAL/GIS2014:605-608
• 
  [c51]
  Bo Li,Yijian Pei,Hao Wu,Zhi Liu,Haixia Liu:
  Computation Offloading Management for Vehicular Ad Hoc Cloud.ICA3PP (1)2014:728-739
• 
  [c50]
  Xiang Wang,Zhi Liu,Jun Li,Baohua Yang,Yaxuan Qi:
  Tualatin: Towards network security service provision in cloud datacenters.ICCCN2014:1-8
• 
  [c49]
  Xiang Zhang,Zhi Liu,Hongsheng Li,Xu Zhao,Ping Zhang:
  Statistical background subtraction based on imbalanced learning.ICME2014:1-6
• 
  [c48]
  Colin Scott,Andreas Wundsam,Barath Raghavan,Aurojit Panda,Andrew Or,Jefferson Lai,Eugene Huang,Zhi Liu,Ahmed El-Hassany,Sam Whitlock,Hrishikesh B. Acharya,Kyriakos Zarifis,Scott Shenker:
  Troubleshooting blackbox SDN control software with minimal causal sequences.SIGCOMM2014:395-406
• 2013
• 
  [j16]
  Zhi Liu,Zongkai Yang,Sanya Liu,Yinghui Shi:
  Semi-random subspace method for writeprint identification.Neurocomputing108:93-102 (2013)
• 
  [j15]
  Wenjian Yu,Hao Zhuang,Chao Zhang,Gang Hu,Zhi Liu:
  RWCap: A Floating Random Walk Solver for 3-D Capacitance Extraction of Very-Large-Scale Integration Interconnects.IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.32(3):353-366 (2013)
• 
  [c47]
  Xiaoqi Ren,Zhi Liu,Yaxuan Qi,Jun Li,Shanghua Teng:
  Sampling-based Smoothed Analysis for network algorithm evaluation.GLOBECOM2013:1538-1543
• 
  [c46]
  Charles Tian,Yan Huang,Zhi Liu,Favyen Bastani,Ruoming Jin:
  Noah: a dynamic ridesharing system.SIGMOD Conference2013:985-988
• 
  [c45]
  Zhi Liu,Yan Huang:
  Mining Co-locations under Uncertainty.SSTD2013:429-446
• 2012
• 
  [j14]
  Zhi Liu,Ahmed Abbas,Bing-Yi Jing,Xin Gao:
  WaVPeak: picking NMR peaks through wavelet-based smoothing and volume-based filtering.Bioinform.28(7):914-920 (2012)
• 
  [j13]
  Zhi Liu,Yuangong Sun:
  Interval criteria for oscillation of a forced impulsive differential equation with Riemann-Stieltjes integral.Comput. Math. Appl.63(12):1577-1586 (2012)
• 
  [j12]
  Weiguo Yi,Mingyu Lu,Zhi Liu:
  Variable precision rough set based decision tree classifier.J. Intell. Fuzzy Syst.23(2-3):61-70 (2012)
• 
  [c44]
  Xiang Wang,Zhi Liu,Yaxuan Qi,Jun Li:
  Structural compression of packet classification trees.ANCS2012:83-84
• 
  [c43]
  Hao Zhuang,Wenjian Yu,Gang Hu,Zhi Liu,Zuochang Ye:
  Fast floating random walk algorithm formulti-dielectric capacitance extraction with numerical characterization of Green's functions.ASP-DAC2012:377-382
• 
  [c42]
  Zhi Liu,Qi Hua Chen,Xiang Pan,Yipan Feng:
  3D Model Retrieval Method Based on Single View.CIS2012:275-279
• 
  [c41]
  Xiang Wang,Zhi Liu,Yaxuan Qi,Jun Li:
  LiveCloud: A lucid orchestrator for cloud datacenters.CloudCom2012:341-348
• 2011
• 
  [j11]
  Weiguo Yi,Mingyu Lu,Zhi Liu:
  Regression analysis of the number of association rules.Int. J. Autom. Comput.8(1):78-82 (2011)
• 
  [j10]
  Weiguo Yi,Mingyu Lu,Zhi Liu:
  Multi-valued attribute and multi-labeled data decision tree algorithm.Int. J. Mach. Learn. Cybern.2(2):67-74 (2011)
• 
  [j9]
  Xiang Pan,Qian You,Zhi Liu,Qi Hua Chen:
  3D shape retrieval by Poisson histogram.Pattern Recognit. Lett.32(6):787-794 (2011)
• 
  [c40]
  Xiang Pan,Qi Hua Chen,Zhi Liu:
  Feature Template based 3D Model Retrieval.3DOR@Eurographics2011:113-116
• 
  [c39]
  Zhi Liu,Shaoju Liu,Zhonghua Huang,Qiong Hu:
  Hydraulic Excavator Hybrid Power System Parameters Design.ICDMA2011:602-605
• 
  [c38]
  Jun Liu,Zhi Liu,Zhengding Qiu:
  Joint MMSE transceiver design for multiuser non-regenerative MIMO relay downlink systems.IWCMC2011:877-882
• 
  [d2]
  Zhi Liu:
  Amazon Commerce reviews set.UCI Machine Learning Repository,2011 
• 
  [d1]
  Zhi Liu:
  Reuter_50_50.UCI Machine Learning Repository,2011 
• 2010
• 
  [j8]
  Zhi Liu,Yiran He:
  Exceptional family of elements for generalized variational inequalities.J. Glob. Optim.48(3):465-471 (2010)