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Viewing Publication 1 - 100 from 599

2024

Counting Crowd by Weighing Counts: A Sequential Decision-Making PerspectiveHao Lu 0003, Liang Liu, Hu Wang 0005, Zhiguo Cao 0001. tnn, 35(4):5141-5154, April 2024. [doi]

Resource Critical Flow Monitoring in Software-Defined NetworksMingxin Cai, Yutong Liu, Linghe Kong, Guihai Chen, Liang Liu, Meikang Qiu, Shahid Mumtaz. ton, 32(1):396-410, February 2024. [doi]

AFC: An adaptive lossless floating-point compression algorithm in time series databaseHaoyuan Chen, Liang Liu, Jingwen Meng, Wanying Lu. isci, 654:119847, January 2024. [doi]

Rethinking Reverse Distillation for Multi-Modal Anomaly DetectionZhihao Gu, Jiangning Zhang, Liang Liu, Xu Chen, Jinlong Peng, Zhenye Gan, Guannan Jiang, Annan Shu, Yabiao Wang, Lizhuang Ma. AAAI 2024: 8445-8453 [doi]

Task-Aware Distributed Inter-Layer Topology Optimization Method in Resource-Limited LEO-LEO Satellite NetworksNingxuan Guo, Liang Liu, Xiaoqing Zhong. TWC, 23(4):3572-3585, April 2024. [doi]

AnomalyDiffusion: Few-Shot Anomaly Image Generation with Diffusion ModelTeng Hu, Jiangning Zhang, Ran Yi, Yuzhen Du, Xu Chen, Liang Liu, Yabiao Wang, Chengjie Wang. AAAI 2024: 8526-8534 [doi]

Deep Temperature-Field Prediction Utilizing the Temperature-Pressure-Coupled Resistivity Model: A Case Study in the Xiong'an New Area, ChinaGuoshu Huang, Xiangyun Hu, Shuang Liu, Ronghua Peng, Junjun Zhou, Ningbo Bai, Liang Liu, Mangen Mu. tgrs, 62:1-16, 2024. [doi]

FRIH: Fine-Grained Region-Aware Image HarmonizationJinlong Peng, Zekun Luo, Liang Liu, Boshen Zhang. AAAI 2024: 4478-4486 [doi]

Long-Term Value of Exploration: Measurements, Findings and AlgorithmsYi Su, Xiangyu Wang, Elaine Ya Le, Liang Liu, Yuening Li, Haokai Lu, Benjamin Lipshitz, Sriraj Badam, Lukasz Heldt, Shuchao Bi, Ed H. Chi, Cristos Goodrow, Su-Lin Wu, Lexi Baugher, Minmin Chen. wsdm 2024: 636-644 [doi]

Self-Supervised Likelihood Estimation with Energy Guidance for Anomaly Segmentation in Urban ScenesYuanpeng Tu, Yuxi Li, Boshen Zhang, Liang Liu, Jiangning Zhang, Yabiao Wang, Cairong Zhao. AAAI 2024: 21637-21645 [doi]

The Prediction of Cross-Regional Landslide Susceptibility Based on Pixel Transfer LearningXiao Wang, Di Wang, Xinyue Li, Mengmeng Zhang, Sizhi Cheng, Shaoda Li, Jianhui Dong, Luting Xu, Tiegang Sun, Weile Li, Peilian Ran, Liang Liu, Baojie Wang, Ling Zhao, Xinyi Huang. remotesensing, 16(2):347, January 2024. [doi]

Energy-Efficient Computation Peer Offloading in Satellite Edge Computing NetworksXinyuan Zhang, Jiang Liu 0010, Ran Zhang 0004, Yudong Huang, Jincheng Tong, Ning Xin, Liang Liu, Zehui Xiong. tmc, 23(4):3077-3091, April 2024. [doi]

2023

SC-GAN: Subspace Clustering based GAN for Automatic Expression ManipulationShuai Li 0001, Liang Liu, Ji Liu, Wenfeng Song, Aimin Hao, Hong Qin. PR, 134:109072, 2023. [doi]

A Generalized Model for Non-Contact Gesture Interaction with Function Application IndependenceSong Wang 0010, Hao Hu, Hao Long, Liang Liu, Yonghui Chen, Yadong Wu. vr 2023: 346-352 [doi]

Toward High Quality Facial Representation LearningYue Wang 0020, Jinlong Peng, Jiangning Zhang, Ran Yi, Liang Liu, Yabiao Wang, Chengjie Wang. mm 2023: 5048-5058 [doi]

NFV-empowered digital twin cyber platform: Architecture, prototype, and a use caseLi Deng, Xianglin Wei, Yan Gao, Guang Cheng, Liang Liu, Ming Chen 0003. comcom, 210:163-173, October 2023. [doi]

Stroke-based Neural Painting and Stylization with Dynamically Predicted Painting RegionTeng Hu, Ran Yi, Haokun Zhu, Liang Liu, Jinlong Peng, Yabiao Wang, Chengjie Wang, Lizhuang Ma. mm 2023: 7470-7480 [doi]

Phasic Content Fusing Diffusion Model with Directional Distribution Consistency for Few-Shot Model AdaptionTeng Hu, Jiangning Zhang, Liang Liu, Ran Yi, Siqi Kou, Haokun Zhu, Xu Chen, Yabiao Wang, Chengjie Wang, Lizhuang Ma. iccv 2023: 2406-2415 [doi]

Sustainable Operation and Maintenance Modeling and Application of Building Infrastructures Combined with Digital Twin FrameworkZedong Jiao, Xiuli Du, Zhansheng Liu, Liang Liu, Zhe Sun, Guoliang Shi. sensors, 23(9):4182, 2023. [doi]

Anomaly Detection Method of BDS Signal-in-Space Based on Autoregressive Distributed Lag ModelLiang Liu, Huichao Liu, Ershen Wang, Tengli Yu, Shiyu Jia, Teng Long, Xinhui Sun. access, 11:62652-62661, 2023. [doi]

Exponential output feedback control for a class of strict-feedback nonlinear systems with different time-delay statesLiang Liu, Mengru Kong. ijsysc, 54(7):1503-1512, May 2023. [doi]

A Dynamic Management and Integration Framework for Models in Landslide Early Warning SystemLiang Liu, Jiqiu Deng, Yu Tang. ijgi, 12(5):198, 2023. [doi]

Spacecraft anomaly detection with attention temporal convolution networksLiang Liu, Ling Tian, Zhao Kang 0001, Tianqi Wan. nca, 35(13):9753-9761, May 2023. [doi]

The Validator's Dilemma in PoW Blockchain: An Evolutionary Game PerspectiveLiang Liu, Qiao Wang, Stephen John Turnbull, Kazumasa Omote. blockchain2 2023: 17-24 [doi]

Efficient Authentication System Based On Blockchain Using eID cardLiang Liu, Kazumasa Omote. blockchain2 2023: 166-171 [doi]

Research and Optimization of Neural Network Accelerator Based on NVDLALiang Liu, Zengmin Ren, Ting Chong. cceai 2023: 37-42 [doi]

MixTeacher: Mining Promising Labels with Mixed Scale Teacher for Semi-Supervised Object DetectionLiang Liu, Boshen Zhang, Jiangning Zhang, Wuhao Zhang, Zhenye Gan, Guanzhong Tian, Wenbing Zhu, Yabiao Wang, Chengjie Wang. cvpr 2023: 7370-7379 [doi]

Research on the Practice of VR Entering the Classroom-Taking City University Students of Macau as an ExampleLiang Liu, Yuzhuo Liu, Ivan Ka Wai Lai, Xiaojun Liu. icbl 2023: 191-201 [doi]

Multitask Ranking System for Immersive Feed and No More Clicks: A Case Study of Short-Form Video RecommendationQingyun Liu, Zhe Zhao 0001, Liang Liu, Zhen Zhang, Junjie Shan, Yuening Li, Shuchao Bi, Lichan Hong, Ed H. Chi. CIKM 2023: 4709-4716 [doi]

Energy Efficient Thermal Management of 5G Base Station Site Based on Reinforcement LearningLiang Liu, Jiang Wu, Yaping Liu, Zhanbo Xu, Xiaohong Guan. ispec2 2023: 1-6 [doi]

Understanding and Defending Patched-based Adversarial Attacks for Vision TransformerLiang Liu, Yanan Guo, Youtao Zhang, Jun Yang 0002. icml 2023: 21631-21657 [doi]

Generating Robust DNN With Resistance to Bit-Flip Based Adversarial Weight AttackLiang Liu, Yanan Guo, Yueqiang Cheng, Youtao Zhang, Jun Yang 0002. TC, 72(2):401-413, February 2023. [doi]

CiD4HMOS: A Solution to HarmonyOS Compatibility IssuesTianzhi Ma, Yanjie Zhao, Li Li 0029, Liang Liu. ASE 2023: 2006-2017 [doi]

Study on the Structural Checking Method of the Guide Rail Frame and the Wall Frame of the Inclined Elevator for Super-large Span Tower GroupLong Ma, Hongping Xie, Jun Zhao, Liang Liu, Ximin Li, Zhangxuan Wang, Renqiang Zhang, Wentao Shen. isia2 2023: [doi]

2 Emissions from Individuals' Daily Travel Based on Large-Scale Taxi TrajectoriesDongliang Ma, Song Wang 0010, Liang Liu, Hao Hu. cgi 2024: 213-224 [doi]

Evaluation of agricultural drought monitoring through the utilization of vegetation optical depth (VOD) and gross primary productivity (GPP)Xurui Mao, Jianghua Zheng, Liang Liu, Wanqiang Han, Tao Zhong, Renjun Wang. agro-geoinformatics 2023: 1-5 [doi]

x: Toward Emerging Oxide-Based Artificial SynapsesTingting Miao, Bin Cui, Cungang Huang, Di Wang, Long Liu, Weikang Liu, Yongzhe Li, Ruiyue Chu, Xue Ren, Liang Liu, Bin Cheng, Guangjun Zhou, Hongwei Qin, Guozhong Xing, Jifan Hu. aisy, 5(3), March 2023. [doi]

Enhancing the Accuracy of CSI-Based Positioning in Massive MIMO SystemsAli Nada, Hazem Ismail Ali, Liang Liu, Yousra Alkabani. blackseecom 2023: 90-95 [doi]

Flow Granularity Multi-path Transmission Optimization Design for Satellite NetworksMan Ouyang, Jiang Liu, Ran Zhang, Bingqing Wang, Liang Liu, Ning Xin, Jincheng Tong. wcnc 2023: 1-6 [doi]

GLASS: A Graph Laplacian Autoencoder with Subspace Clustering Regularization for Graph ClusteringDengdi Sun, Liang Liu, Bin Luo 0001, Zhuanlian Ding. cogcom, 15(3):803-821, 2023. [doi]

The effects of diurnal temperature variation on spring phenology in temperate grasslands of ChinaRuikang Tian, Jianghua Zheng, Jianhao Li, Wanqiang Han, Liang Liu, Yujia Liu. agro-geoinformatics 2023: 1-5 [doi]

Learning from Noisy Labels with Decoupled Meta Label PurifierYuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Yabiao Wang, Chengjie Wang, Cairong Zhao. cvpr 2023: 19934-19943 [doi]

Learning with Noisy labels via Self-supervised Adversarial Noisy MaskingYuanpeng Tu, Boshen Zhang, Yuxi Li, Liang Liu, Jian Li, Jiangning Zhang, Yabiao Wang, Chengjie Wang, Cairong Zhao. cvpr 2023: 16186-16195 [doi]

Calibrated Teacher for Sparsely Annotated Object DetectionHaohan Wang, Liang Liu, Boshen Zhang, Jiangning Zhang, Wuhao Zhang, Zhenye Gan, Yabiao Wang, Chengjie Wang, Haoqian Wang. AAAI 2023: 2519-2527 [doi]

A Quantize-then-Estimate Protocol for CSI Acquisition in IRS-Aided Downlink CommunicationRui Wang, Zhaorui Wang, Liang Liu, Shuowen Zhang, Shi Jin. globecom 2023: 6127-6132 [doi]

Detecting Ethereum Phishing Scams with Temporal Motif Features of SubgraphYunfei Wang, Hao Wang, Xiaozhen Lu, Lu Zhou, Liang Liu. ISCC 2023: 631-636 [doi]

From Open Set to Closed Set: Supervised Spatial Divide-and-Conquer for Object CountingHaipeng Xiong, Hao Lu 0003, Chengxin Liu, Liang Liu, Chunhua Shen, Zhiguo Cao 0001. ijcv, 131(7):1722-1740, July 2023. [doi]

Anonymity-enhancing decentralized protocol for coin mixing based on ring signatures and key derivationJingting Xue, Lingjie Shi, Liang Liu, Xiaojun Zhang, Fagen Li. ppna, 16(6):2761-2774, November 2023. [doi]

Recursive Delta-Operator-Based Subspace Identification with Fixed Data SizeMiao Yu, Wanli Wang, Youyi Wang, Liang Liu. complexity, 2023, 2023. [doi]

Computational investigation of a 3D-printed skin substitute with orthotropy in mechanical propertyKaicheng Yu, Qiang Gao, Jingfeng Xu, Liang Liu, Lizi Qi, Yuheng Guan, Yifeng Yao, Fangzheng Chen, Peng Zhang, Yongdan Liu, Lihua Lu. cbm, 166:107536, November 2023. [doi]

Effects of land use patterns on carbon sinks in terrestrial ecosystems in XinjiangYongji Zhang, Jianghua Zheng, Jianli Zhang, Chen Mu, Wanqiang Han, Liang Liu. agro-geoinformatics 2023: 1-4 [doi]

Commit Classification via Diff-Code GCN based on System Dependency GraphZaixing Zhang, Liang Liu, Jianming Chang, Lulu Wang, Li Liao. qrs 2023: 476-487 [doi]

DFH: Improving the Reliability of LR-FHSS via Dynamic Frequency HoppingFanhao Zhang, Fu Yu, Xiaolong Zheng 0002, Liang Liu, Huadong Ma. icnp 2023: 1-12 [doi]

OSIS: Obstacle-Sensitive and Initial-Solution-first path planningKaibin Zhang, Liang Liu, Wenbin Zhai, Youwei Ding, Jun Hu. icpads 2023: 2795-2797 [doi]

A blockchain-based security and trust mechanism for AI-enabled IIoT systemsFeng Zhang, Hao Wang, Lu Zhou, Dequan Xu, Liang Liu. fgcs, 146:78-85, 2023. [doi]

Spatial-temporal evolution analysis of habitat quality in Xinjiang based on InVEST modelJifei Zhao, Jianghua Zheng, Jun Lin, Jianguo Wu, Wanqiang Han, Liang Liu. agro-geoinformatics 2023: 1-6 [doi]

Optimized Extraction Method of Fruit Planting Distribution Based on Spectral and Radar Data Fusion of Key Time PhaseGuobing Zhao, Lei Wang, Jianghua Zheng, Nigela Tuerxun, Wanqiang Han, Liang Liu. remotesensing, 15(17):4140, September 2023. [doi]

Efficient time-delay attack detection based on node pruning and model fusion in IoT networksWenJie Zhao, Yu Wang, Wenbin Zhai, Liang Liu, Yulei Liu. ppna, 16(2):1286-1309, March 2023. [doi]

2022

TasselNetV3: Explainable Plant Counting With Guided Upsampling and Background SuppressionHao Lu 0003, Liang Liu, Yanan Li 0006, Xiao Ming Zhao, Xi-Qing Wang, Zhiguo Cao 0001. tgrs, 60:1-15, 2022. [doi]

Multitask-Learning-Based Deep Neural Network for Automatic Modulation ClassificationShuo Chang, Sai Huang, Ruiyun Zhang, Zhiyong Feng 0001, Liang Liu. iotj, 9(3):2192-2206, 2022. [doi]

LightSeg: An Online and Low-Latency Activity Segmentation Method for Wi-Fi SensingLiming Chen, Xiaolong Zheng 0002, Leiyang Xu, Liang Liu, Huadong Ma. mobiquitous 2023: 227-247 [doi]

Side-channel information leakage analysis and countermeasures in an embedded CPU microarchitectureQi Chen, Dongyan Zhao 0005, Liang Liu, Xuesong Yan, Yidong Yuan, Xige Zhang, Hongmei Wu, Zhe Wang. csi, 80:103569, 2022. [doi]

Efficiently and Globally Solving Joint Beamforming and Compression Problem in the Cooperative Cellular Network Via Lagrangian DualityXilai Fan, Ya-Feng Liu, Liang Liu. icassp 2022: 5388-5392 [doi]

A Fast SAR Raw Data Simulator for Extended Scenes Using Block Clipping MethodQiang Gao, Liang Liu. spml 2022: 75-81 [doi]

ISDNet: Integrating Shallow and Deep Networks for Efficient Ultra-high Resolution SegmentationShaohua Guo, Liang Liu, Zhenye Gan, Yabiao Wang, Wuhao Zhang, Chengjie Wang, Guannan Jiang, Wei Zhang, Ran Yi, Lizhuang Ma, Ke Xu. cvpr 2022: 4351-4360 [doi]

Mega Satellite Constellations Analysis Regarding Handover: Can Constellation Scale Continue Growing?Sijing Ji, Di Zhou, Min Sheng, Dong Chen, Liang Liu, Zhu Han 0001. globecom 2022: 4697-4702 [doi]

NSSNet: Scale-Aware Object Counting With Non-Scale SuppressionLiang Liu, Zhiguo Cao 0001, Hao Lu 0003, Haipeng Xiong, Chunhua Shen. tits, 23(4):3103-3114, 2022. [doi]

Multilayer graph contrastive clustering networkLiang Liu, Zhao Kang 0001, Jiajia Ruan, Xixu He. isci, 613:256-267, 2022. [doi]

NNLQP: A Multi-Platform Neural Network Latency Query and Prediction System with An Evolving DatabaseLiang Liu, Mingzhu Shen, Ruihao Gong, Fengwei Yu, Hailong Yang. icpp 2022: [doi]

Dynamic Collaboration Convolution for Robust RGBT TrackingLiang Liu, Andong Lu, Chenglong Li 0002, Yan Huang 0008, Liang Wang 0001. icpr 2022: 3543-3549 [doi]

Application of machine learning in intelligent encryption for digital information of real-time image text under big dataLiang Liu, Melody Gao, Yong Zhang, Yuxiang Wang. ejwcn, 2022(1):21, 2022. [doi]

Software Solution of Secure Debug Based on RISC-V CPUJun Liu, Ting Chong, Liang Liu, Xige Zhang. iccsie 2022: 19-23 [doi]

Scalable multi-view clustering with graph filteringLiang Liu, Peng Chen, Guangchun Luo, Zhao Kang 0001, Yonggang Luo, Sanchu Han. nca, 34(19):16213-16221, 2022. [doi]

Coverage Estimation of Wireless Network Using Attention U-NetFeibi Lyu, Xinzhou Cheng, Lexi Xu, Liang Liu, Jinjian Qiao, Lu Zhi, Zixiang Di, Tian Xiao, Chen Cheng. trustcom 2022: 1255-1260 [doi]

Uncertainty Theory-Based Resilience Analysis for LEO Satellite Communication SystemsJi Ma, Rui Kang, Ruiying Li, Qingyuan Zhang, Liang Liu, Xuewang Wang. symmetry, 14(8):1568, 2022. [doi]

PAR: Improving Video Bitrate Adaptation via Payload-Aware Throughput PredictionJialiang Pei, Congkai An, Anfu Zhou, Liang Liu, Huadong Ma. icmcs 2022: 1-6 [doi]

The stereo matching algorithm based on an improved adaptive support windowJiyang Qi, Liang Liu. iet-ipr, 16(10):2803-2816, 2022. [doi]

A Model of Addressing Abnormal Users in IP/LEO Satellite Communication System Based on Geographical Information SubnetMeng Sun, Liang Liu, Tao Zhang 0075. access, 10:2532-2545, 2022. [doi]

Capacity Analysis of LEO Mega-Constellation NetworksNingyuan Wang, Liang Liu, Zhaotao Qin, Bingyuan Liang, Dong Chen. access, 10:18420-18433, 2022. [doi]

Load-Balancing Method for LEO Satellite Edge-Computing Networks Based on the Maximum Flow of Virtual LinksYuqi Wang, Jibin Che, Ningyuan Wang, Liang Liu, Nan Wu, Xiaoqing Zhong, Xiaodong Han. access, 10:100584-100593, 2022. [doi]

Iterative Few-shot Semantic Segmentation from Image Label TextHaohan Wang, Liang Liu, Wuhao Zhang, Jiangning Zhang, Zhenye Gan, Yabiao Wang, Chengjie Wang, Haoqian Wang. IJCAI 2022: 1385-1392 [doi]

Critical Separation Hashing for Cross-Modal RetrievalZening Wang, Yungong Sun, Liang Liu, Ao Li. 5gwn 2023: 171-179 [doi]

NOMA-Based Energy-Efficiency Optimization for UAV Enabled Space-Air-Ground Integrated Relay NetworksNingyuan Wang, Feng Li, Dong Chen, Liang Liu, Zeyu Bao. tvt, 71(4):4129-4141, 2022. [doi]

A CPG-based gait planning and motion performance analysis for quadruped robotShunXiang Wei, Haibo Wu, Liang Liu, Yixiao Zhang, Jiang Chen, Quanfeng Li. irob, 49(4):779-797, 2022. [doi]

Multi-distribution noise quantisation: an extreme compression scheme for transformer according to parameter distributionZaiyang Yu, Shuang Li, Linjun Sun, Liang Liu, Haining Wang. connection, 34(1):990-1004, 2022. [doi]

Path Prediction Method for Automotive Applications Based on Cubic Spline InterpolationBowei Zhang, Dong Liu, Liang Liu, Yuwei Zhao, Lu Sun, Zhuang Yao. icarm 2022: 1086-1091 [doi]

Parameter Estimation for Reconfigurable Holographic Surfaces enabled RadarsXiaoyu Zhang, Haobo Zhang, Hongliang Zhang, Liang Liu, Boya Di. iswcs 2022: 1-6 [doi]

Multi-Head Attention Fusion Network for Visual Question AnsweringHaiyang Zhang, Ruoyu Li, Liang Liu. icmcs 2022: 1-6 [doi]

An Integrated Framework of Autonomous Vehicles Based on Distributed Potential Field in BEVQinqian Zhang, Liang Qian, Liang Liu, Lianghui Ding, Feng Yang. robio 2022: 1313-1320 [doi]

A uncertainty visual analytics approach for bus travel timeWeixin Zhao, Guijuan Wang, Zhong Wang, Liang Liu, Xu Wei, Yadong Wu. vi, 6(4):1-11, 2022. [doi]

2021

CDM: Content Diffusion Model for Information-Centric NetworksBo Chen 0017, Liang Liu, Huadong Ma. jcst, 36(6):1431-1451, 2021. [doi]

Energy-Efficient Application-Specific Instruction-Set Processor for Feature Extraction in Smart Vision SystemsLucas Ferreira, Steffen Malkowsky, Patrik Persson, Sven Karlsson, Karl Åström 0001, Liang Liu. acssc 2021: 324-328 [doi]

PACTS: Power-Aware Charging Time Scheduling in Wireless Rechargeable UAV NetworksMengqi Li, Liang Liu, Yanlin Wang, Jie Xi, Lisong Wang. ipccc 2021: 1-10 [doi]

Sign Stability of Dual Switching Linear Continuous-Time Positive SystemsLiang Liu, Fei Long, LiPo Mo, Qianqian Mu. symmetry, 13(11):2194, 2021. [doi]

Joint Dynamical VNF Placement and SFC Routing in NFV-Enabled SDNsLiang Liu, Songtao Guo, Guiyan Liu, Yuanyuan Yang 0001. tnsm, 18(4):4263-4276, 2021. [doi]

A Computable Gaussian Quantum Correlation for Continuous-Variable SystemsLiang Liu, Jinchuan Hou, Xiaofei Qi. entropy, 23(9):1190, 2021. [doi]

Compact Wideband Bandstop Filter With Directly Controlled RejectionLiang Liu, Xianling Liang, Haijun Fan, Ronghong Jin, Xudong Bai, JunPing Geng. tcasII, 68(7):2282-2286, 2021. [doi]

Parameter-dependent controller design of stochastic strict feedforward nonlinear systemsLiang Liu, Jiaming Lu, Mengru Kong. jfi, 358(17):8929-8942, 2021. [doi]

Visual Analytics Methods for Interactively Exploring the Campus LifestyleLiang Liu, Song Wang 0010, Ting Cai, Hanglin Li, Weixin Zhao, Yadong Wu. apvis 2021: 181-185 [doi]

Construction of Machine Learning Model Based on Text Mining and Ranking of Meituan MerchantsYin Tang, Dongxue Liao, Shuqiang Huang, Qing Fan, Liang Liu. sp, 2021, 2021. [doi]

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