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• Pengfei Liu0001 — University of Bordeaux, France
• Pengfei Liu0002 — Nanjing University of Posts and Telecommunications, School of Computer Science, China
• Pengfei Liu0003 —Shanghai Jiao Tong University, Generative AI Research Lab (GAIR), China(and 2 more)
• Pengfei Liu0004 —Centre for Perceptual and Interactive Intelligence (CPII), Hong Kong(and 2 more)

• 2026
• 
  [j153]
  Jiming Yin,Pengfei Liu,Xiaoyang Mao,Zixuan Zou,Linhao Zhang,Fangzhou Wang,Jun Yan,Xin Sun,Yuanjing Xu:
  Contrastive Learning-Enhanced Chain-of-Thought Optimization for Complex Table Question Answering.IEEE Access14:2206-2223 (2026)
• 
  [j152]
  Dong Feng,Jinchao Guan,Chaoliang Fu,Yuanyuan Hu,Frederic Otto,Alvaro García Hernandez,Pengfei Liu:
  Augmentation of 3D virtual aggregate database using deep convolutional Wasserstein generative adversarial networks.Adv. Eng. Informatics69:103994 (2026)
• 
  [j151]
  Tingyuan Nie,Mingzhi Zhao,Pengfei Liu,Zhenhao Wang:
  Complex network based machine learning method for predicting circuit timing.Appl. Soft Comput.186:114100 (2026)
• 
  [j150]
  Meiqi Wang,Jingyan Zhao,Pengfei Liu,Rujiang Hao,Ruichen Wang:
  Nonlinear dynamic characterization of a single electromagnet levitation model under the constant simple harmonic excitation.Commun. Nonlinear Sci. Numer. Simul.156:109694 (2026)
• 
  [j149]
  Zongrun Li,Abiola S. Lawal,Bingqing Zhang,Kamal Jyoti Maji,Pengfei Liu,Yongtao Hu,Armistead G. Russell,M. Talat Odman:
  A generalized user-friendly method for fusing observational data and chemical transport model (Gen-Friberg V1.0: GF-1).Environ. Model. Softw.197:106827 (2026)
• 
  [j148]
  Pengfei Liu,Shuxian Shang,Changguang Song,Fang Li,Yuhan Guo,Yuetong Chang,Han Feng,Guangming Xia,Biwei Wu,Jiubin Tan,Weibo Wang:
  TCD: Towards consistent and unified single stage object detection.Neurocomputing671:132720 (2026)
• 
  [j147]
  Guoqiang Ren,Qi Wang,Jieying Tu,Pengxiang Su,Hua Li,Da Li,Yanqi Huang,Hengrui Liu,Di Gai,Pengfei Liu,Peng Luo,Shuxiao Li:
  Residual Mamba-Driven Multiscale Attentive Network With Boundary Enhancement for IoT-Enabled Medical Image Segmentation.IEEE Internet Things J.13(4):6271-6283 (2026)
• 
  [j146]
  Fuchao Wang,Huaici Zhao,Yuhuai Peng,Jian Fang,Pengfei Liu,Ronghua Zhang:
  MIIGAN: Mambas make strong GAN for infrared image generation.Neural Networks193:108021 (2026)
• 
  [j145]
  Zhanxi Wang,Pengfei Liu,Xiaoyu Zhang,Weiwei Liu,Wenjie Chen,Xinliang Wang,Mingxin Yin,Zhengle Liao,Xiansheng Qin,Chen Zheng:
  Robotic pre-drilled Z-pinning approach for enhancing the performance of composite fan blades in aircraft engines.Robotics Comput. Integr. Manuf.97:103104 (2026)
• 
  [i51]
  Yiyuan Li,Zhen Huang,Yanan Wu,Wei Wang,Xuefeng Li,Yijia Luo,Wenbo Su,Bo Zheng,Pengfei Liu:
  One Sample to Rule Them All: Extreme Data Efficiency in RL Scaling.CoRRabs/2601.03111 (2026)
• 2025
• 
  [j144]
  Yanming Cheng,Shuairan Yu,Pengfei Liu,Shaojie Yu,Ruiyang Zhang,Xiaodan Zhang,Yulian Zhao,Chao Ding:
  An Array-Type Segmented Coil Coupling Structure for Dynamic Wireless Charging of EV.IEEE Access13:151435-151451 (2025)
• 
  [j143]
  Bin Yan,Yimin Yin,Pengfei Liu:
  A New Cluster Validity Index Based on Local Density of Data Points.Axioms14(8):578 (2025)
• 
  [j142]
  Yimin Yin,Bin Yan,Pengfei Liu:
  Modified Cp and Cpk Indices Based on Left-Truncated Data.Axioms14(9):699 (2025)
• 
  [j141]
  Hancheng Zhang,Yuanyuan Hu,Qiang Wang,Zhendong Qian,Pengfei Liu:
  End-to-end frequency enhancement framework for GPR images using domain-adaptive generative adversarial networks.Comput. Aided Civ. Infrastructure Eng.40(22):3466-3482 (2025)
• 
  [j140]
  Meng Guo,Mengmeng Zhou,Xiuli Du,Pengfei Liu:
  Machine learning-based analysis of interaction effects among influencing factors on the resilient modulus of stabilized aggregate base.Comput. Aided Civ. Infrastructure Eng.40(28):5253-5268 (2025)
• 
  [j139]
  Yuanyuan Hu,Hancheng Zhang,Yue Hou,Pengfei Liu:
  Advanced low-light image transformation for accurate nighttime pavement distress detection.Comput. Aided Civ. Infrastructure Eng.40(28):5307-5324 (2025)
• 
  [j138]
  Jintai Wang,Pengfei Liu,Huidong Feng,Qifeng Dai,Yinglin Zheng,Ming Zeng:
  PointHuman: Learning high-fidelity and generalizable human neural radiance fields using guidance of fine-grained semantics-enriched geometry.Comput. Graph.131:104350 (2025)
• 
  [j137]
  Yimin Yin,Renye Zhang,Pengfei Liu,Wanxia Deng,Dayu Hu,Siliang He,Chen Li,Jinghua Zhang:
  Artificial neural networks for finger vein recognition: A survey.Eng. Appl. Artif. Intell.150:110586 (2025)
• 
  [j136]
  Pengfei Liu,Jun Tao,Zhixiang Ren:
  A self-feedback knowledge elicitation approach for chemical reaction predictions.Eng. Appl. Artif. Intell.156:111112 (2025)
• 
  [j135]
  Tingyuan Nie,Yanwei Wang,Pengfei Liu,Kun Zhao,Zhenhao Wang:
  Predicting routability of FPGA design by learning complex network images.Expert Syst. Appl.261:125486 (2025)
• 
  [j134]
  Xiao Liang,Yuechen Li,Xuewei Wang,Pengfei Liu,Yongjun Shen,Jingbo Guo:
  Adaptive shape imitation and selective semantic guidance for industrial surface defect detection.Expert Syst. Appl.279:127334 (2025)
• 
  [j133]
  Tingyuan Nie,Pengfei Liu,Kun Zhao,Zhenhao Wang:
  Complex network knowledge-based field programmable gate arrays routing congestion prediction.Future Gener. Comput. Syst.168:107776 (2025)
• 
  [j132]
  Pengfei Liu,Guangquan Xu,Jian Sun,Wenxia Wang,Jie Chen:
  AEDroid: Adaptive Enhanced Android Malware Detection-Based on Interpretability of Deep Learning.IET Inf. Secur.2025(1) (2025)
• 
  [j131]
  Pengfei Liu,Cuimei Liu,Liang Li,Jun Tao:
  Explainable Analysis for New Psychoactive Substance Identification with Chemical Insights.J. Chem. Inf. Model.65(21):11672-11685 (2025)
• 
  [j130]
  Feifei Li,Anrui He,Yong Song,Chengzhe Shen,Fenjia Wang,Tieheng Yuan,Shiwei Zhang,Xiaoqing Xu,Yi Qiang,Chao Liu,Pengfei Liu,Qiangguo Zhao:
  Improving imbalanced industrial datasets to enhance the accuracy of mechanical property prediction and process optimization for strip steel.J. Intell. Manuf.36(2):1003-1020 (2025)
• 
  [j129]
  Chao Sun,Zhuangzhuang Ren,Pengfei Liu,Xuehua Kong,Haoran Guo,Haichao Zhao,Yuan Zhang:
  A model predictive control algorithm for double-hormone artificial pancreas based on optimal three-branch decision switching rules.J. Syst. Control. Eng.239(3):408-421 (2025)
• 
  [j128]
  Pengfei Liu,Jun Tao,Zhixiang Ren:
  A quantitative analysis of knowledge-learning preferences in large language models in molecular science.Nat. Mac. Intell.7(2):315-327 (2025)
• 
  [j127]
  Guoqiang Ren,Ming Hou,Xiaoping Yang,Yanqi Huang,Da Li,Ning Zhang,Pengfei Liu,Honghua Ye,Zhen Chen,Hongping Chen:
  PlaqueCap: lesion-centered captioning of atherosclerotic plaques in intravascular ultrasound using vision-language models and prompt injection.npj Digit. Medicine8(1) (2025)
• 
  [j126]
  Ximing Zhu,Shihchun Chu,Jie Fu,Siyu Ao,Tingting Liu,Ziming Liao,Jiamei Song,Yuhong Wang,Yanping Guo,Qinghong Song,Pengfei Liu,Shuang Li,Bing Chen,Bin Yao:
  A clinically interpretable model derived from skin conductance for assessing microangiopathy of the skin surface.npj Digit. Medicine8(1) (2025)
• 
  [j125]
  Xinwen Bi,Shuairan Yu,Pengfei Liu,Yanming Cheng:
  Improved Bipolar Coordinate Control Strategy for 400 Hz Inverter in Aviation Ground Power Supply.Symmetry17(5):716 (2025)
• 
  [j124]
  Pengfei Liu,Shuairan Yu,Ruiyang Zhang,Yanming Cheng,Shaojie Yu:
  Analysis and Compensation of Dead-Time Effect in Dual Active Bridge with Asymmetric Duty Cycle.Symmetry17(10):1701 (2025)
• 
  [j123]
  Zi-Jie Wei,Kun-Zhi Liu,Peng-Fei Liu,Xi-Ming Sun:
  Event-Triggered H∞ Tracking Control for Dynamic Artificial Neural Network Models With Time-Varying Delays.IEEE Trans Autom. Sci. Eng.22:6922-6931 (2025)
• 
  [j122]
  Xiangming Wang,Yang Liu,Nanpeng Yu,Pengfei Liu,Nanyi Deng,Yanan Li,Ting Liu:
  Physical Intrusion Attack Detection in Fieldbus Network With Passive Fail-Safe Biasing.IEEE Trans Autom. Sci. Eng.22:14008-14019 (2025)
• 
  [j121]
  Zhixiang Ren,Yiming Ren,Pengfei Liu,Qi Shu,Huijuan Ma,Huan Xu:
  Discovery of Bioactive Constituents for Colitis From Traditional Chinese Medicine Prescription via Deep Neural Network.IEEE Trans. Comput. Biol. Bioinform.22(2):946-955 (2025)
• 
  [j120]
  Haoyu Zhan,Pengfei Liu,Xiangjun Xia,Donghong Ning,Haiping Du:
  Modeling and Vibration Control of a Three-Degree-of-Freedom Electrically Interconnected Seat Suspension System for Heavy-Duty Vehicle.IEEE Trans. Ind. Electron.72(9):9550-9559 (2025)
• 
  [j119]
  Pengfei Liu,Wei Wang,Ziqin Feng,Yang Peng,Hikmet Sari,Guan Gui:
  Data-Efficient Few-Shot Specific Emitter Identification Using Bi-Interpolative Metric Learning.IEEE Trans. Inf. Forensics Secur.20:6371-6382 (2025)
• 
  [j118]
  Yang Liu,Long Meng,Xiangming Wang,Shenjian Qiu,Zhuo Lv,Pengfei Liu,Ting Liu:
  PIL-MDRS: Physical Intrusion Localization Based on Multidevice Reflection Signals in ICS.IEEE Trans. Ind. Informatics21(3):2432-2441 (2025)
• 
  [j117]
  Xiao Liang,Lai Yuan,Xuewei Wang,Xiaona Liu,Pengfei Liu,Yongjun Shen:
  Identifying Coexisting Defects on Heavy-Haul Train Wheelset Treads via Dual-Branch United Image-Graph Network.IEEE Trans. Instrum. Meas.74:1-11 (2025)
• 
  [j116]
  Kaizhong Liu,Zhiwei Wang,Yao Luo,Mingtao Zhang,Pengfei Liu,Weihua Zhang:
  Heavy-Haul Train Braking Simulation With Fluid Dynamics-Based Air Braking System.IEEE Trans. Intell. Transp. Syst.26(8):11893-11904 (2025)
• 
  [j115]
  Mu Chen,Mingchuan Yang,Yuan Zhang,Tao Han,Xinchi Li,Huaici Zhao,Pengfei Liu:
  Multi-Modal BEV Enhancement Fusion for 3D Object Detection in Autonomous Driving.IEEE Trans. Intell. Transp. Syst.26(11):18447-18459 (2025)
• 
  [j114]
  Jiancheng Yang,Rui Shi,Liang Jin,Xiaoyang Huang,Kaiming Kuang,Donglai Wei,Shixuan Gu,Jianying Liu,Pengfei Liu,Zhizhong Chai,Yongjie Xiao,Hao Chen,Liming Xu,Bang Du,Xiangyi Yan,Hao Tang,Adam M. Alessio,Gregory Holste,Jiapeng Zhang,Xiaoming Wang,Jianye He,Lixuan Che,Hanspeter Pfister,Ming Li,Bingbing Ni:
  Deep Rib Fracture Instance Segmentation and Classification From CT on the RibFrac Challenge.IEEE Trans. Medical Imaging44(8):3410-3427 (2025)
• 
  [j113]
  Ziyan Zeng,Minyu Feng,Pengfei Liu,Jürgen Kurths:
  Complex Network Modeling With Power-Law Activating Patterns and Its Evolutionary Dynamics.IEEE Trans. Syst. Man Cybern. Syst.55(4):2546-2559 (2025)
• 
  [c102]
  Chengrui Wang,Pengfei Liu,Min Zhou,Ming Zeng,Xubin Li,Tiezheng Ge,Bo Zheng:
  RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance.AAAI2025:7573-7581
• 
  [c101]
  Haotian Zhou,Tingkai Liu,Qianli Ma,Yufeng Zhang,Jianbo Yuan,Pengfei Liu,Yang You,Hongxia Yang:
  DavIR: Data Selection via Implicit Reward for Large Language Models.ACL (1)2025:9220-9237
• 
  [c100]
  Yang Xiao,Jiashuo Wang,Qiancheng Xu,Changhe Song,Chunpu Xu,Yi Cheng,Wenjie Li,Pengfei Liu:
  Towards Dynamic Theory of Mind: Evaluating LLM Adaptation to Temporal Evolution of Human States.ACL (1)2025:24036-24057
• 
  [c99]
  Hongwei Huo,Zongtao He,Pengfei Liu,Jeffrey Scott Vitter:
  FM-Adaptive: A Practical Data-Aware FM-Index.The Expanding World of Compressed Data2025:5:1-5:23
• 
  [c98]
  Yunjie Li,Pengfei Liu,Haitao Zhao,Haifeng Tang,Minxian Shen,Lingyao Wang:
  LW-MSTCNN: An Optimization Study on Integrating Multiscale Attention Mechanism with Deep Separable Convolutional Networks.CEC2025:1-4
• 
  [c97]
  Chenrui Zeng,Yuan Zhang,Yaqing Song,Xinyu He,Pengfei Liu,Yuanyuan He,Hongwei Li:
  Verifiable Weighted Electronic Voting against Tally Leakage for Popular Voting Methods.ICCCN2025:1-9
• 
  [c96]
  Wenhong Zhu,Zhiwei He,Xiaofeng Wang,Pengfei Liu,Rui Wang:
  Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model.ICLR2025
• 
  [c95]
  Pengfei Liu,Liang Xiao:
  Improving Clinical Decision Support: Architecture Design of a Multi-agent System based on an Argument Quality Assessment Ontology.ICSA2025:313-323
• 
  [c94]
  Weiqian Sun,Jianying Liu,Jie Xu,Pengfei Liu,Xiangfei Chai:
  Prompt-Guided Radiology Report Generation Utilizing SAM.ISBI2025:1-5
• 
  [c93]
  Jintai Wang,Yinglin Zheng,Pengfei Liu,Qifeng Dai,Ming Zeng:
  Consistent Human Animation with Pseudo Multi-View Anchoring and Cross-Granularity Integration.ICMR2025:1423-1431
• 
  [i50]
  Matthew Neeley,Guantong Qi,Guanchu Wang,Ruixiang Tang,Dongxue Mao,Chaozhong Liu,Sasidhar Pasupuleti,Bo Yuan,Fan Xia,Pengfei Liu,Zhandong Liu,Xia Ben Hu:
  Survey and Improvement Strategies for Gene Prioritization with Large Language Models.CoRRabs/2501.18794 (2025)
• 
  [i49]
  Ziyan Zeng,Minyu Feng,Pengfei Liu,Jürgen Kurths:
  Complex Network Modelling with Power-law Activating Patterns and Its Evolutionary Dynamics.CoRRabs/2502.09768 (2025)
• 
  [i48]
  Yiqing Xie,Alex Xie,Divyanshu Sheth,Pengfei Liu,Daniel Fried,Carolyn P. Rosé:
  RepoST: Scalable Repository-Level Coding Environment Construction with Sandbox Testing.CoRRabs/2503.07358 (2025)
• 
  [i47]
  Yan Ma,Steffi Chern,Xuyang Shen,Yiran Zhong,Pengfei Liu:
  Rethinking RL Scaling for Vision Language Models: A Transparent, From-Scratch Framework and Comprehensive Evaluation Scheme.CoRRabs/2504.02587 (2025)
• 
  [i46]
  Yan Ma,Linge Du,Xuyang Shen,Shaoxiang Chen,Pengfei Li,Qibing Ren,Lizhuang Ma,Yuchao Dai,Pengfei Liu,Junjie Yan:
  One RL to See Them All: Visual Triple Unified Reinforcement Learning.CoRRabs/2505.18129 (2025)
• 
  [i45]
  Keyu Li,Mohan Jiang,Dayuan Fu,Yunze Wu,Xiangkun Hu,Dequan Wang,Pengfei Liu:
  DatasetResearch: Benchmarking Agent Systems for Demand-Driven Dataset Discovery.CoRRabs/2508.06960 (2025)
• 
  [i44]
  Wenhong Zhu,Ruobing Xie,Rui Wang,Xingwu Sun,Di Wang,Pengfei Liu:
  Proximal Supervised Fine-Tuning.CoRRabs/2508.17784 (2025)
• 
  [i43]
  Yang Xiao,Mohan Jiang,Jie Sun,Keyu Li,Jifan Lin,Yumin Zhuang,Ji Zeng,Shijie Xia,Qishuo Hua,Xuefeng Li,Xiaojie Cai,Tongyu Wang,Yue Zhang,Liming Liu,Xia Wu,Jinlong Hou,Yuan Cheng,Wenjie Li,Xiang Wang,Dequan Wang,Pengfei Liu:
  LIMI: Less is More for Agency.CoRRabs/2509.17567 (2025)
• 
  [i42]
  Shijie Xia,Yuhan Sun,Pengfei Liu:
  SR-Scientist: Scientific Equation Discovery With Agentic AI.CoRRabs/2510.11661 (2025)
• 
  [i41]
  Yikun Wang,Zuyan Liu,Ziyi Wang,Han Hu,Pengfei Liu,Yongming Rao:
  GeoVista: Web-Augmented Agentic Visual Reasoning for Geolocalization.CoRRabs/2511.15705 (2025)
• 
  [i40]
  Yi Yang,Xueqi Li,Yiyang Chen,Jin Song,Yihan Wang,Zipeng Xiao,Jiadi Su,You Qiaoben,Pengfei Liu,Zhijie Deng:
  Mantis: A Versatile Vision-Language-Action Model with Disentangled Visual Foresight.CoRRabs/2511.16175 (2025)
• 
  [i39]
  Yixin Liu,Pengfei Liu,Arman Cohan:
  On Evaluating LLM Alignment by Evaluating LLMs as Judges.CoRRabs/2511.20604 (2025)
• 
  [i38]
  Junqiao Fan,Pengfei Liu,Haocong Rao:
  SMamDiff: Spatial Mamba for Stochastic Human Motion Prediction.CoRRabs/2512.00355 (2025)
• 2024
• 
  [j112]
  Yiyi Zhao,Shuai Lv,Pengfei Liu:
  Advances in Earthquake Prevention and Reduction Based on Machine Learning: A Scoping Review.IEEE Access12:143908-143929 (2024)
• 
  [j111]
  Taojie Kuang,Pengfei Liu,Zhixiang Ren:
  Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey.Big Data Min. Anal.7(3):858-888 (2024)
• 
  [j110]
  Hancheng Zhang,Zhendong Qian,Wei Zhou,Yitong Min,Pengfei Liu:
  A controllable generative model for generating pavement crack images in complex scenes.Comput. Aided Civ. Infrastructure Eng.39(12):1795-1810 (2024)
• 
  [j109]
  Pengfei Liu,Yuqing Zhang,He Wang,Milo K. Yip,Elvis S. Liu,Xiaogang Jin:
  Real-time collision detection between general SDFs.Comput. Aided Geom. Des.111:102305 (2024)
• 
  [j108]
  Zhixiang Ren,Yiming Ren,Pengfei Liu,Huan Xu:
  Cytokine expression patterns: A single-cell RNA sequencing and machine learning based roadmap for cancer classification.Comput. Biol. Chem.109:108025 (2024)
• 
  [j107]
  Pengfei Liu,Yiming Ren,Jun Tao,Zhixiang Ren:
  GIT-Mol: A multi-modal large language model for molecular science with graph, image, and text.Comput. Biol. Medicine171:108073 (2024)
• 
  [j106]
  Qin Wang,Jiangchun Hu,PengFei Liu,Guanglin Sun:
  Intelligent recognition of shale fracture network images based on transfer learning.Earth Sci. Informatics17(1):797-812 (2024)
• 
  [j105]
  Gongjun Fan,Qing Wang,Gaochao Yang,Pengfei Liu:
  RFG-TVIU: robust factor graph for tightly coupled vision/IMU/UWB integration.Frontiers Neurorobotics18 (2024)
• 
  [j104]
  Pengfei Liu,Changguang Song,Yuhan Guo,Guixin Tang,Weibo Wang,Jiubin Tan:
  Being aware of localization accuracy by generating predicted-IoU-guided quality scores.Neurocomputing582:127504 (2024)
• 
  [j103]
  Yang Peng,Yibin Zhang,Hao Huang,Yu Wang,Pengfei Liu,Yun Lin,Guan Gui:
  Low-Complexity Wireless Technique Classification With Multifeature Fusion Broad Learning Network.IEEE Internet Things J.11(21):34434-34442 (2024)
• 
  [j102]
  Jiejun Zhang,Jie Yang,Pengfei Liu,Yi Liu,Yiwen Zheng,Xiaoyu Shen,Bingchen Li,Hongquan Song,Zongzheng Liang:
  Effects of Land Use/Cover Change on Terrestrial Carbon Stocks in the Yellow River Basin of China from 2000 to 2030.Remote. Sens.16(10):1810 (2024)
• 
  [j101]
  Pengfei Liu,Qing Wang:
  SCA-YOLOv4: you only look once with squeeze-and-excitation, coordinate attention and adaptively spatial feature fusion.Signal Image Video Process.18(10):7093-7106 (2024)
• 
  [j100]
  Yulin Liao,Donghong Ning,Pengfei Liu,Haiping Du,Weihua Li:
  Decoupled Semiactive Vibration Control of Electrically Interconnected Suspension Based on Disturbance Compensation.IEEE Trans. Ind. Electron.71(7):7684-7694 (2024)
• 
  [j99]
  Xiangming Wang,Yang Liu,Kexin Jiao,Pengfei Liu,Xiapu Luo,Ting Liu:
  Intrusion Device Detection in Fieldbus Networks Based on Channel-State Group Fingerprint.IEEE Trans. Inf. Forensics Secur.19:4012-4027 (2024)
• 
  [j98]
  Yang Peng,Pengfei Liu,Qianyun Zhang,Lantu Guo,Yuchao Liu,Yu Wang,Yun Lin,Guan Gui:
  Dynamic Adaptation RFF Identification Method Leveraging Cognitive Representation Learning.IEEE Trans. Inf. Forensics Secur.19:7939-7951 (2024)
• 
  [j97]
  Jing Mi,Qing Wang,Pengfei Liu,Xiaotao Han:
  A Performance Enhancement Method for Redundant IMU Based on Neural Network and Geometric Constraint.IEEE Trans. Instrum. Meas.73:1-11 (2024)
• 
  [j96]
  Hancheng Zhang,Yuanyuan Hu,Zhendong Qian,Jirui Sha,Min Xie,Yuyang Wan,Pengfei Liu:
  Enhancing Rare Object Detection on Roadways Through Conditional Diffusion Models for Data Augmentation.IEEE Trans. Intell. Transp. Syst.25(11):19018-19029 (2024)
• 
  [j95]
  Pengfei Liu,Yuqing Hao,Qingyun Wang:
  Distributed Formation-Containment Control of Networked Mobile Robots Using the Udwadia-Kalaba Approach.IEEE Trans. Netw. Sci. Eng.11(1):848-857 (2024)
• 
  [j94]
  Pengfei Liu,Zhangyu Wang,Guizhen Yu,Bin Zhou,Peng Chen:
  Region-Based Hybrid Collaborative Perception for Connected Autonomous Vehicles.IEEE Trans. Veh. Technol.73(3):3119-3128 (2024)
• 
  [j93]
  Meiqi Wang,Siheng Zeng,Yixin He,Shan Su,Pengfei Liu:
  Multi-Objective Optimization of a Fractional-Order Control System for an EMS-Type Maglev Model.IEEE Trans. Veh. Technol.73(9):12652-12667 (2024)
• 
  [j92]
  Xianbao Wang,Pengfei Liu,Sheng Xiang,Yangkai Weng,Minghai Yao:
  Search on dual-space: discretization accuracy-based architecture search for person re-identification.Vis. Comput.40(10):6809-6823 (2024)
• 
  [c92]
  Yiqing Xie,Sheng Zhang,Hao Cheng,Pengfei Liu,Zelalem Gero,Cliff Wong,Tristan Naumann,Hoifung Poon,Carolyn P. Rosé:
  DocLens: Multi-aspect Fine-grained Medical Text Evaluation.ACL (1)2024:649-679
• 
  [c91]
  Pengfei Liu,Jun Tao,Zhixiang Ren:
  Dynamic Knowledge-Prior for Few-Shot Drug-Drug Interaction Events Prediction.BCB2024:82:1
• 
  [c90]
  Yixiu Liu,Yuxiang Zheng,Shijie Xia,Jiajun Li,Yi Tu,Chaoling Song,Pengfei Liu:
  SAFETY-J: Evaluating Safety with Critique.EMNLP (Findings)2024:1170-1192
• 
  [c89]
  Xiangkun Hu,Dongyu Ru,Lin Qiu,Qipeng Guo,Tianhang Zhang,Yang Xu,Yun Luo,Pengfei Liu,Yue Zhang,Zheng Zhang:
  Knowledge-Centric Hallucination Detection.EMNLP2024:6953-6975
• 
  [c88]
  Long Meng,Xiangming Wang,Shenjian Qiu,Pengfei Liu,Nanyi Deng,Yang Liu:
  A Reflection-based Channel-State Group Fingerprint to Detect Intrusion Devices in ICS.ICNSC2024:1-6
• 
  [i37]
  Pengfei Liu,Han Xiao,Qizhi Fang:
  On the Approximate Core and Nucleon of Flow Games.CoRRabs/2401.13535 (2024)
• 
  [i36]
  Pengfei Liu,Jun Tao,Zhixiang Ren:
  Scientific Language Modeling: A Quantitative Review of Large Language Models in Molecular Science.CoRRabs/2402.04119 (2024)
• 
  [i35]
  Taojie Kuang,Pengfei Liu,Zhixiang Ren:
  The Impact of Domain Knowledge and Multi-Modality on Intelligent Molecular Property Prediction: A Systematic Survey.CoRRabs/2402.07249 (2024)
• 
  [i34]
  Jiancheng Yang,Rui Shi,Liang Jin,Xiaoyang Huang,Kaiming Kuang,Donglai Wei,Shixuan Gu,Jianying Liu,Pengfei Liu,Zhizhong Chai,Yongjie Xiao,Hao Chen,Liming Xu,Bang Du,Xiangyi Yan,Hao Tang,Adam M. Alessio,Gregory Holste,Jiapeng Zhang,Xiaoming Wang,Jianye He,Lixuan Che,Hanspeter Pfister,Ming Li,Bingbing Ni:
  Deep Rib Fracture Instance Segmentation and Classification from CT on the RibFrac Challenge.CoRRabs/2402.09372 (2024)
• 
  [i33]
  Yiqing Xie,Alex Xie,Divyanshu Sheth,Pengfei Liu,Daniel Fried,Carolyn P. Rosé:
  CodeBenchGen: Creating Scalable Execution-based Code Generation Benchmarks.CoRRabs/2404.00566 (2024)
• 
  [i32]
  Pengfei Liu,Jun Tao,Zhixiang Ren:
  A Self-feedback Knowledge Elicitation Approach for Chemical Reaction Predictions.CoRRabs/2404.09606 (2024)
• 
  [i31]
  Chengrui Wang,Pengfei Liu,Min Zhou,Ming Zeng,Xubin Li,Tiezheng Ge,Bo Zheng:
  RHanDS: Refining Malformed Hands for Generated Images with Decoupled Structure and Style Guidance.CoRRabs/2404.13984 (2024)
• 
  [i30]
  Lyumanshan Ye,Jiandong Jiang,Danni Chang,Pengfei Liu:
  Storypark: Leveraging Large Language Models to Enhance Children Story Learning Through Child-AI collaboration Storytelling.CoRRabs/2405.06495 (2024)
• 
  [i29]
  Xiangkun Hu,Dongyu Ru,Lin Qiu,Qipeng Guo,Tianhang Zhang,Yang Xu,Yun Luo,Pengfei Liu,Yue Zhang,Zheng Zhang:
  RefChecker: Reference-based Fine-grained Hallucination Checker and Benchmark for Large Language Models.CoRRabs/2405.14486 (2024)
• 
  [i28]
  Yan Ma,Yu Qiao,Pengfei Liu:
  MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation.CoRRabs/2406.05690 (2024)
• 
  [i27]
  Yixiu Liu,Yuxiang Zheng,Shijie Xia,Yuan Guo,Jiajun Li,Yi Tu,Chaoling Song,Pengfei Liu:
  SAFETY-J: Evaluating Safety with Critique.CoRRabs/2407.17075 (2024)
• 
  [i26]
  Wanying Wang,Zeyu Ma,Pengfei Liu,Mingang Chen:
  Revisiting Benchmark and Assessment: An Agent-based Exploratory Dynamic Evaluation Framework for LLMs.CoRRabs/2410.11507 (2024)
• 
  [i25]
  Shuning Zhang,Lyumanshan Ye,Xin Yi,Jingyu Tang,Bo Shui,Haobin Xing,Pengfei Liu,Hewu Li:
  "Ghost of the past": identifying and resolving privacy leakage from LLM's memory through proactive user interaction.CoRRabs/2410.14931 (2024)
• 
  [i24]
  Wenhong Zhu,Zhiwei He,Xiaofeng Wang,Pengfei Liu,Rui Wang:
  Weak-to-Strong Preference Optimization: Stealing Reward from Weak Aligned Model.CoRRabs/2410.18640 (2024)
• 2023
• 
  [j91]
  Jiale Lu,Baofeng Pan,Weixin Ren,Quan Liu,Pengfei Liu,Markus Oeser:
  Regeneration of pavement surface textures using M-sigmoid-normalized generative adversarial networks.Comput. Aided Civ. Infrastructure Eng.38(16):2225-2241 (2023)
• 
  [j90]
  Can Jin,Shuliang Wang,Pengfei Liu,Xu Yang,Markus Oeser:
  Virtual modeling of asphalt mixture beam using density and distributional controls of aggregate contact.Comput. Aided Civ. Infrastructure Eng.38(16):2242-2256 (2023)
• 
  [j89]
  Ying Chen,Longfeng Feng,Cheng Zheng,Taohui Zhou,Lan Liu,Pengfei Liu,Yi Chen:
  LDANet: Automatic lung parenchyma segmentation from CT images.Comput. Biol. Medicine155:106659 (2023)
• 
  [j88]
  Xiaolong Ge,Ran Zhang,Pengfei Liu,Botan Liu,Botong Liu:
  Optimization and control of extractive distillation for formic acid-water separation with maximum-boiling azeotrope.Comput. Chem. Eng.169:108075 (2023)
• 
  [j87]
  Pengfei Liu,Wenjin Deng,Hengda Li,Jintai Wang,Yinglin Zheng,Yiwei Ding,Xiaohu Guo,Ming Zeng:
  MusicFace: Music-driven expressive singing face synthesis.Comput. Vis. Media10(1):119-136 (2023)
• 
  [j86]
  Mu Chen,Pengfei Liu,Huaici Zhao:
  LiDAR-camera fusion: Dual transformer enhancement for 3D object detection.Eng. Appl. Artif. Intell.120:105815 (2023)
• 
  [j85]
  Cong Du,Pengfei Liu,Markus Oeser:
  Homogenization of the elastic-viscoplastic damage behavior of asphalt mixtures based on the mesomechanical Mori-Tanaka method.Eng. Comput.39(3):2277-2293 (2023)
• 
  [j84]
  Weijie Zhang,Lanping Zhang,Xixi Zhang,Yu Wang,Pengfei Liu,Guan Gui:
  Intelligent Unsupervised Network Traffic Classification Method Using Adversarial Training and Deep Clustering for Secure Internet of Things.Future Internet15(9):298 (2023)
• 
  [j83]
  Qiuyu Cui,Pengfei Liu,Hualong Du,He Wang,Xin Ma:
  Improved multi-objective artificial bee colony algorithm-based path planning for mobile robots.Frontiers Neurorobotics17 (2023)
• 
  [j82]
  Dawei Yan,Yubo Yan,Panlong Yang,Wen-Zhan Song,Xiang-Yang Li,Pengfei Liu:
  Real-Time Identification of Rogue WiFi Connections in the Wild.IEEE Internet Things J.10(7):6042-6058 (2023)
• 
  [j81]
  Chang Liu,Zhenjie Yao,Pengfei Liu,Yanhui Tu,Hu Chen,Haibo Cheng,Lixin Xie,Kun Xiao:
  Early prediction of MODS interventions in the intensive care unit using machine learning.J. Big Data10(1):55 (2023)
• 
  [j80]
  Pengfei Liu,Yang Zhou,Xilei Wei,Qizhong Su,Weipeng Song,Qilong Kou,Xiaogang Jin:
  Character hit reaction animations using physics and inverse kinematics.Comput. Animat. Virtual Worlds34(3-4) (2023)
• 
  [j79]
  Mu Chen,Pengfei Liu,Huaici Zhao:
  BCAF-3D: Bilateral Content Awareness Fusion for cross-modal 3D object detection.Knowl. Based Syst.279:110952 (2023)
• 
  [j78]
  Pengfei Liu,Qing Wang,Huan Zhang,Jing Mi,Youchen Liu:
  A Lightweight Object Detection Algorithm for Remote Sensing Images Based on Attention Mechanism and YOLOv5s.Remote. Sens.15(9):2429 (2023)
• 
  [j77]
  Feng Wang,Minghui Qi,Shuxin Ren,Mengjie Zhu,Qianlong Xing,Mengqiang Wang,Hongquan Song,Qianfeng Wang,Pengfei Liu:
  Effects of Spring Dust Aerosols on Direct Radiative Forcing in China from 2000 to 2020.Remote. Sens.15(18):4564 (2023)
• 
  [j76]
  Yang Gao,Jun Li,Xiaojie Liu,Weile Wu,Han Zhang,Pengfei Liu:
  Deformation Monitoring and Dynamic Analysis of Long-Runout Bedding Landslide Based on InSAR and Particle Flow Code.Remote. Sens.15(21):5105 (2023)
• 
  [j75]
  Pengfei Liu,Lishu Guo,Hang Zhao,Peng Shang,Ziyue Chu,Xiaochun Lu:
  A Long Time Span-Specific Emitter Identification Method Based on Unsupervised Domain Adaptation.Remote. Sens.15(21):5214 (2023)
• 
  [j74]
  Pengfei Liu,Luwei Zhang,You Li,Huanhuan Feng,Xiaoshuan Zhang,Mengjie Zhang:
  rGO-PDMS Flexible Sensors Enabled Survival Decision System for Live Oysters.Sensors23(3):1308 (2023)
• 
  [j73]
  Pengfei Liu,Lishu Guo,Hang Zhao,Peng Shang,Ziyue Chu,Xiaochun Lu:
  A Novel Method for Recognizing Space Radiation Sources Based on Multi-Scale Residual Prototype Learning Network.Sensors23(10):4708 (2023)
• 
  [j72]
  Pengfei Liu,Lei Wang,Zhao Shan,Yimin Liu:
  A Dynamic Game Strategy for Radar Screening Pulsewidth Allocation Against Jamming Using Reinforcement Learning.IEEE Trans. Aerosp. Electron. Syst.59(5):6059-6072 (2023)
• 
  [j71]
  Zhao Shan,Pengfei Liu,Lei Wang,Yimin Liu:
  A Cognitive Multi-Carrier Radar for Communication Interference Avoidance via Deep Reinforcement Learning.IEEE Trans. Cogn. Commun. Netw.9(6):1561-1578 (2023)
• 
  [j70]
  Yulin Liao,Donghong Ning,Pengfei Liu,Haiping Du,Weihua Li:
  A Versatile Semiactive Electrically Interconnected Suspension With Heave-Roll Vibration Decoupling Control.IEEE Trans. Ind. Electron.70(6):6159-6169 (2023)
• 
  [j69]
  Pengfei Liu,Yang Liu,Xiangming Wang,Yuanyi Bao,Dong Yang,Wenqing Wang,Tong Wu,Zhuo Lv,Ting Liu:
  A Reflection-Based Channel Fingerprint to Locate Physically Intrusive Devices in ICS.IEEE Trans. Ind. Informatics19(4):5495-5505 (2023)
• 
  [j68]
  Qianwen Chao,Pengfei Liu,Yi Han,Yingying Lin,Chaoneng Li,Qiguang Miao,Xiaogang Jin:
  A Calibrated Force-Based Model for Mixed Traffic Simulation.IEEE Trans. Vis. Comput. Graph.29(3):1664-1677 (2023)
• 
  [c87]
  Zefang Tong,Liang Xiao,Jianxia Chen,Zhang Liu,Xiaorui Guo,Pengfei Liu:
  Expanding Medical Knowledge: A Clinical Decision Support System Utilizing Literature.BIBM2023:4431-4438
• 
  [c86]
  Pengfei Liu,Liang Xiao:
  An Intelligent Human-Agent Interaction Support System in Medicine.CSCWD2023:155-160
• 
  [c85]
  Wenpeng Yin,Qinyuan Ye,Pengfei Liu,Xiang Ren,Hinrich Schütze:
  LLM-driven Instruction Following: Progresses and Concerns.EMNLP (Tutorial Abstracts)2023:19-25
• 
  [c84]
  Jianguang Lu,Pengfei Liu,Bin Xing:
  Research on Prediction Method of Auto Insurance Claim Amount Based on Graph Deep Learning.ICBAR2023:1-9
• 
  [c83]
  Yupeng Shen,Pengfei Liu,Chenqi Zhu,Haitao Zhao,Wei Xun,Bangning Xu:
  A Dual-Slot Antenna Using SIW Cavity for Millimeter-Wave Applications.ICCT2023:827-829
• 
  [c82]
  Chenqi Zhu,Pengfei Liu,Yupeng Shen,Haitao Zhao,Wei Xun,Bangning Xu:
  A Compact Printed Log - Periodic Dipole Antenna Array for Millimeter Wave Communications.ICCT2023:852-855
• 
  [c81]
  Tao Wu,Yibin Zhang,Cui Ben,Yang Peng,Pengfei Liu,Guan Gui:
  Specific Emitter Identification Based on Multi-Scale Attention Feature Fusion Network.ICCT2023:1390-1394
• 
  [c80]
  Zefeng Wu,Minyu Hua,Yibin Zhang,Shufei Wang,Pengfei Liu,Guan Gui:
  An Open Set Specific Emitter Identification Method Using Deep Feature Embedded Discriminator.ICCT2023:1415-1419
• 
  [c79]
  Lijun Yin,Xue Fu,Shengnan Shi,Pengfei Liu,Yun Lin,Yu Wang,Hikmet Sari:
  Few-Shot Domain Adaption-Based Specific Emitter Identification Under Varying Modulation.ICCT2023:1439-1443
• 
  [c78]
  Chunting Zhou,Pengfei Liu,Puxin Xu,Srinivasan Iyer,Jiao Sun,Yuning Mao,Xuezhe Ma,Avia Efrat,Ping Yu,Lili Yu,Susan Zhang,Gargi Ghosh,Mike Lewis,Luke Zettlemoyer,Omer Levy:
  LIMA: Less Is More for Alignment.NeurIPS2023
• 
  [c77]
  Pengfei Liu,Jin Hua,Li Wang,Yue Zhao:
  Opensim-Based Dynamics Simulation of Upper Limb.RobCE2023:38-43
• 
  [i23]
  Pengfei Liu,Wenjin Deng,Hengda Li,Jintai Wang,Yinglin Zheng,Yiwei Ding,Xiaohu Guo,Ming Zeng:
  MusicFace: Music-driven Expressive Singing Face Synthesis.CoRRabs/2303.14044 (2023)
• 
  [i22]
  Chunting Zhou,Pengfei Liu,Puxin Xu,Srini Iyer,Jiao Sun,Yuning Mao,Xuezhe Ma,Avia Efrat,Ping Yu,Lili Yu,Susan Zhang,Gargi Ghosh,Mike Lewis,Luke Zettlemoyer,Omer Levy:
  LIMA: Less Is More for Alignment.CoRRabs/2305.11206 (2023)
• 
  [i21]
  Pengfei Liu,Yiming Ren,Zhixiang Ren:
  GIT-Mol: A Multi-modal Large Language Model for Molecular Science with Graph, Image, and Text.CoRRabs/2308.06911 (2023)
• 
  [i20]
  Pengfei Liu,Weibo Wang,Yuhan Guo,Jiubin Tan:
  Being Aware of Localization Accuracy By Generating Predicted-IoU-Guided Quality Scores.CoRRabs/2309.13269 (2023)
• 
  [i19]
  Qianli Ma,Haotian Zhou,Tingkai Liu,Jianbo Yuan,Pengfei Liu,Yang You,Hongxia Yang:
  Let's reward step by step: Step-Level reward model as the Navigators for Reasoning.CoRRabs/2310.10080 (2023)
• 
  [i18]
  Haotian Zhou,Tingkai Liu,Qianli Ma,Jianbo Yuan,Pengfei Liu,Yang You,Hongxia Yang:
  LoBaSS: Gauging Learnability in Supervised Fine-tuning Data.CoRRabs/2310.13008 (2023)
• 2022
• 
  [j67]
  Pan Lu,Wen Wang,Qian Yu,Bishuang Fan,Pengfei Liu,Faliang Wang,Xiangjun Zeng:
  Permanent Single-Line-to-Ground Fault Removal Method for Ferro-Resonance Avoidance in Neutral Ungrounded Distribution Network.IEEE Access10:53724-53734 (2022)
• 
  [j66]
  Shiguo Li,Hualong Du,Qiuyu Cui,Pengfei Liu,Xin Ma,He Wang:
  Pipeline Corrosion Prediction Using the Grey Model and Artificial Bee Colony Algorithm.Axioms11(6):289 (2022)
• 
  [j65]
  Hongwei Huo,Pengfei Liu,Chenhui Wang,Hongbo Jiang,Jeffrey Scott Vitter:
  CIndex: compressed indexes for fast retrieval of FASTQ files.Bioinform.38(2):335-343 (2022)
• 
  [j64]
  Pengfei Liu,Xiaoming Sun,Yang Han,Zhishuai He,Weifeng Zhang,Chenxu Wu:
  Arrhythmia classification of LSTM autoencoder based on time series anomaly detection.Biomed. Signal Process. Control.71(Part):103228 (2022)
• 
  [j63]
  Cong Du,Pengfei Liu,Yiren Sun,Jingyun Chen,Quan Liu,Markus Oeser:
  Characterizing asphalt mixtures with random aggregate gradations based on the three-dimensional locally homogeneous model.Comput. Aided Civ. Infrastructure Eng.37(13):1687-1702 (2022)
• 
  [j62]
  Xiaoming Sun,Pengfei Liu,Zhishuai He,Yang Han,Bochao Su:
  Automatic classification of electrocardiogram signals based on transfer learning and continuous wavelet transform.Ecol. Informatics69:101628 (2022)
• 
  [j61]
  Meng Liu,Shuli Mei,Pengfei Liu,Yusif Gasimov,Carlo Cattani:
  A New X-ray Medical-Image-Enhancement Method Based on Multiscale Shannon-Cosine Wavelet.Entropy24(12):1754 (2022)
• 
  [j60]
  Pengfei Liu,Yang Liu,Xiangming Wang,Chao Fang,Xiaohong Guan,Ting Liu:
  Channel-State-Based Fingerprinting Against Physical Access Attack in Industrial Field Bus Network.IEEE Internet Things J.9(12):9557-9573 (2022)
• 
  [j59]
  Pengfei Liu,Yuhan Guo,Jiubin Tan,Weibo Wang:
  Loss reweight in scale dimension: A simple while effective feature selection strategy for anchor-free detectors.Image Vis. Comput.128:104593 (2022)
• 
  [j58]
  Juntao Li,Pengfei Liu:
  Modeling green supply chain games with governmental interventions and risk preferences under fuzzy uncertainties.Math. Comput. Simul.192:182-200 (2022)
• 
  [j57]
  Zhi Chang,Dexin Zhao,Huilin Chen,Jingdan Li,Pengfei Liu:
  Event-centric multi-modal fusion method for dense video captioning.Neural Networks146:120-129 (2022)
• 
  [j56]
  Zhi Chang,Dexin Zhao,Huilin Chen,Jingdan Li,Pengfei Liu:
  Corrigendum to "Event-centric Multi-modal Fusion Method for Dense Video Captioning" [Neural Networks 146 (2022) 120-129].Neural Networks152:527 (2022)
• 
  [j55]
  Pengfei Liu,Hongyuan Huo,Li Guo,Pei Leng,Long He:
  Temperature/Emissivity Separation of Typical Grassland of Northwestern China Based on Hyper-CAM and Its Potential for Grassland Drought Monitoring.Remote. Sens.14(19):4809 (2022)
• 
  [j54]
  Tianli Men,Yan-Fu Li,Yujun Ji,Xinliang Zhang,Pengfei Liu:
  Health assessment of high-speed train wheels based on group-profile data.Reliab. Eng. Syst. Saf.223:108496 (2022)
• 
  [j53]
  Hailu Yang,Yue Yang,Yue Hou,Yue Liu,Pengfei Liu,Linbing Wang,Yuedong Ma:
  Investigation of the Temperature Compensation of Piezoelectric Weigh-In-Motion Sensors Using a Machine Learning Approach.Sensors22(6):2396 (2022)
• 
  [j52]
  Pengfei Liu,Donghong Ning,Liang Luo,Nong Zhang,Haiping Du:
  An Electromagnetic Variable Inertance and Damping Seat Suspension With Controllable Circuits.IEEE Trans. Ind. Electron.69(3):2811-2821 (2022)
• 
  [j51]
  Pengfei Liu,Guizhen Yu,Zhangyu Wang,Bin Zhou,Peng Chen:
  Object Classification Based on Enhanced Evidence Theory: Radar-Vision Fusion Approach for Roadside Application.IEEE Trans. Instrum. Meas.71:1-12 (2022)
• 
  [j50]
  Pengfei Liu,Qianwen Chao,Hen-Wei Huang,Qiongyan Wang,Zhongyuan Zhao,Qi Peng,Milo K. Yip,Elvis S. Liu,Xiaogang Jin:
  Velocity-based dynamic crowd simulation by data-driven optimization.Vis. Comput.38(9):3499-3512 (2022)
• 
  [j49]
  Yang Peng,Pengfei Liu,Yu Wang,Guan Gui,Bamidele Adebisi,Haris Gacanin:
  Radio Frequency Fingerprint Identification Based on Slice Integration Cooperation and Heat Constellation Trace Figure.IEEE Wirel. Commun. Lett.11(3):543-547 (2022)
• 
  [c76]
  Yang Lu,Xiaojun Wu,Pengfei Liu,Wanting Liu,Xinmeng Zhang,Yixuan Hou:
  ResNet-BiGRU-Attention Based Facial Expression Analysis Model for a Humanoid Robot.ICIRA (3)2022:541-552
• 
  [c75]
  Yiwei Ding,Wenjin Deng,Yinglin Zheng,Pengfei Liu,Meihong Wang,Xuan Cheng,Jianmin Bao,Dong Chen,Ming Zeng:
  I²R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation.IJCAI2022:855-862
• 
  [c74]
  Yu Huang,Pengfei Liu,Jie Yang:
  Radio Frequency Fingerprint Identification Method Based on Ensemble Learning.INFOCOM Workshops2022:1-6
• 
  [c73]
  Chaoneng Li,Qianwen Chao,Guanwen Feng,Qiongyan Wang,Pengfei Liu,Yunan Li,Qiguang Miao:
  Fidelity Evaluation of Virtual Traffic Based on Anomalous Trajectory Detection.IROS2022:8157-8164
• 
  [c72]
  Pengfei Liu,Weiping Wang,Hong Song,Shigeng Zhang,Yulu Hong:
  HashDroid:Extraction of malicious features of Android applications based on function call graph pruning.TrustCom2022:66-73
• 
  [c71]
  Fan He,Longfei Zhou,Siyu Wu,Haoliang Liu,Zehang Li,Ke Xu,Yuliang Gai,Fei Teng,Pengfei Liu:
  A Novel Adaptive Signal Timing Control Approach for Signalized Intersections.UV2022:1-5
• 
  [c70]
  Fei Teng,Longfei Zhou,Haoliang Liu,Qingyang Zhao,Zehang Li,Pengfei Liu,Yonggen Dai,Lu Gao,Zhichao Gou,Jiazheng Chen,Jiasheng Yang:
  A New Convolutional Neural Network for Identification of Damaged Electronic Components.UV2022:1-6
• 
  [c69]
  Ke Xu,Longfei Zhou,Fan He,Siyu Wu,Haoliang Liu,Fei Teng,Zehang Li,Yuliang Gai,Pengfei Liu,Yifan Mo:
  A Novel Two-Lane Roundabout Model with Central Cross Structure.UV2022:1-9
• 
  [i17]
  Chunyong Yang,Pengfei Liu,Yanli Chen,Hongbin Wang,Min Liu:
  The MSXF TTS System for ICASSP 2022 ADD Challenge.CoRRabs/2201.11400 (2022)
• 
  [i16]
  Yiwei Ding,Wenjin Deng,Yinglin Zheng,Pengfei Liu,Meihong Wang,Xuan Cheng,Jianmin Bao,Dong Chen,Ming Zeng:
  I^2R-Net: Intra- and Inter-Human Relation Network for Multi-Person Pose Estimation.CoRRabs/2206.10892 (2022)
• 
  [i15]
  Wei Ying Yi,Peng-Fei Liu,Sheung-Lai Lo,Ya-Fen Chan,Yu Zhou,Yee Leung,Kam-Sang Woo,Alex Pui-Wai Lee,Jia-Min Chen,Kwong-Sak Leung:
  Towards Personalized Healthcare in Cardiac Population: The Development of a Wearable ECG Monitoring System, an ECG Lossy Compression Schema, and a ResNet-Based AF Detector.CoRRabs/2207.05138 (2022)
• 
  [i14]
  Yimin Yin,Renye Zhang,Pengfei Liu,Wanxia Deng,Siliang He,Chen Li,Jinghua Zhang:
  Artificial Neural Networks for Finger Vein Recognition: A Survey.CoRRabs/2208.13341 (2022)
• 2021
• 
  [j48]
  Da Li,Bin Zhou,Zhangyu Wang,Songyue Yang,Pengfei Liu:
  The Identification and Compensation of Static Drift Induced by External Disturbances for LiDAR SLAM.IEEE Access9:58102-58115 (2021)
• 
  [j47]
  Jingyang Wang,Yifan Li,Tingting Wang,Jiazheng Li,Haiyao Wang,Pengfei Liu:
  A Gold Futures Price Forecast Model Based on SGRU-AM.IEEE Access9:146745-146754 (2021)
• 
  [j46]
  Can Jin,Wuxing Zhang,Pengfei Liu,Xu Yang,Markus Oeser:
  Morphological simplification of asphaltic mixture components for micromechanical simulation using finite element method.Comput. Aided Civ. Infrastructure Eng.36(11):1435-1452 (2021)
• 
  [j45]
  Can Jin,Xiaodong Wan,Pengfei Liu,Xu Yang,Markus Oeser:
  Stability prediction for asphalt mixture based on evolutional characterization of aggregate skeleton.Comput. Aided Civ. Infrastructure Eng.36(11):1453-1466 (2021)
• 
  [j44]
  Hairong Fang,Peng-Fei Liu,Hui Yang,Bingshan Jiang:
  Design and Analysis of a Novel 2T2R Parallel Mechanism with the Closed-loop Limbs.Int. J. Autom. Comput.18(4):654-666 (2021)
• 
  [j43]
  Pengfei Liu,Weiping Wang,Xi Luo,Haodong Wang,Chushu Liu:
  NSDroid: efficient multi-classification of android malware using neighborhood signature in local function call graphs.Int. J. Inf. Sec.20(1):59-71 (2021)
• 
  [j42]
  Xindong Ye,Peng-Fei Liu,Xiao-Zhi Lee,Yi-Quan Zhang,Chuang-Kai Chiu:
  Classroom misbehaviour management: an SVVR-based training system for preservice teachers.Interact. Learn. Environ.29(1):112-129 (2021)
• 
  [j41]
  Sulemana Nantogma,Weizhi Ran,Pengfei Liu,Zhang Yu,Yang Xu:
  Immunized Token-Based Approach for Autonomous Deployment of Multiple Mobile Robots in Burnt Area.Remote. Sens.13(20):4135 (2021)
• 
  [j40]
  Chenchen Li,Fan Yang,Pengfei Liu,Chaoliang Fu,Quan Liu,Hongduo Zhao,Peng Lin:
  Development and Piezoelectric Properties of a Stack Units-Based Piezoelectric Device for Roadway Application.Sensors21(22):7708 (2021)
• 
  [j39]
  Sen Wang,Xiaoming Sun,Pengfei Liu,Kaige Xu,Weifeng Zhang,Chenxu Wu:
  Research on Remote Sensing Image Matching with Special Texture Background.Symmetry13(8):1380 (2021)
• 
  [j38]
  Pengfei Liu,Yimin Liu,Tianyao Huang,Yuxiang Lu,Xiqin Wang:
  Decentralized Automotive Radar Spectrum Allocation to Avoid Mutual Interference Using Reinforcement Learning.IEEE Trans. Aerosp. Electron. Syst.57(1):190-205 (2021)
• 
  [c68]
  Priyam Tejaswin,Dhruv Naik,Pengfei Liu:
  How well do you know your summarization datasets?ACL/IJCNLP (Findings)2021:3436-3449
• 
  [c67]
  Pengfei Liu,Lishuang Dong,Xuebin Shao,Meixia Lin,Yangyang Gu,Xintian Hou:
  Research on the development trend of vehicle operating system in China.CONF-CDS2021:30:1-30:6
• 
  [c66]
  Étienne Scholly,Pegdwendé N. Sawadogo,Pengfei Liu,Javier-Alfonso Espinosa-Oviedo,Cécile Favre,Sabine Loudcher,Jérôme Darmont,Camille Noûs:
  Coining goldMEDAL: A New Contribution to Data Lake Generic Metadata Modeling.DOLAP2021:31-40
• 
  [c65]
  Étienne Scholly,Pegdwendé N. Sawadogo,Pengfei Liu,Javier A. Espinosa-Oviedo,Cécile Favre,Sabine Loudcher,Jérôme Darmont,Camille Noûs:
  goldMEDAL : une nouvelle contribution à la modélisation générique des métadonnées des lacs de données.EDA2021:55-58
• 
  [c64]
  Pengfei Liu,Huan Zhang,Gaochao Yang,Qing Wang:
  An Improved Image Segmentation Method of BiSeNetV2 Network.ICCCV2021:13-17
• 
  [c63]
  Gaochao Yang,Qing Wang,Pengfei Liu,Huan Zhang:
  An Improved Monocular PL-SlAM Method with Point-Line Feature Fusion under Low-Texture Environment.ICCCV2021:119-125
• 
  [c62]
  Jinpeng Lin,Pengfei Liu,Yinglin Zheng,Wenjin Deng,Ming Zeng:
  Real-Time Masked Face Revealing for Video Conference.ICME2021:1-6
• 
  [c61]
  Pengfei Liu,Sabine Loudcher,Jérôme Darmont,Camille Noûs:
  ArchaeoDAL: A Data Lake for Archaeological Data Management and Analytics.IDEAS2021:252-262
• 
  [c60]
  Pengfei Liu,Zhenchuan Zhang,Yingchun Yang:
  End-to-end spoofing speech detection and knowledge distillation under noisy conditions.IJCNN2021:1-7
• 
  [c59]
  Yu Zhang,Nan Liang,Pengfei Liu:
  Using Big Data to Help Computer Professional Laboratory Construction and Management.SPIoT (1)2021:1143-1149
• 
  [c58]
  Yaru Zhou,Yu Wang,Pengfei Liu,Jie Yang,Tomoaki Ohtsuki,Hikmet Sari:
  Decentralized Learning-based Scenario Identification Method for Intelligent Vehicular Communications.VTC Fall2021:1-5
• 
  [i13]
  Étienne Scholly,Pegdwendé N. Sawadogo,Pengfei Liu,Javier-Alfonso Espinosa-Oviedo,Cécile Favre,Sabine Loudcher,Jérôme Darmont,Camille Noûs:
  Coining goldMEDAL: A New Contribution to Data Lake Generic Metadata Modeling.CoRRabs/2103.13155 (2021)
• 
  [i12]
  Priyam Tejaswin,Dhruv Naik,Pengfei Liu:
  How well do you know your summarization datasets?CoRRabs/2106.11388 (2021)
• 
  [i11]
  Étienne Scholly,Pegdwendé N. Sawadogo,Pengfei Liu,Javier-Alfonso Espinosa-Oviedo,Cécile Favre,Sabine Loudcher,Jérôme Darmont,Camille Noûs:
  goldMEDAL : une nouvelle contribution {à} la mod{é}lisation g{é}n{é}rique des m{é}tadonn{é}es des lacs de donn{é}es.CoRRabs/2107.04027 (2021)
• 
  [i10]
  Pengfei Liu,Sabine Loudcher,Jérôme Darmont,Camille Noûs:
  ArchaeoDAL: A Data Lake for Archaeological Data Management and Analytics.CoRRabs/2107.11157 (2021)
• 2020
• 
  [j37]
  Pengfei Liu,Xiao-Wei Zhu,Yan Zhang,Xiang Wang,Chunfeng Yang,Zhi Hao Jiang:
  Patch Antenna Loaded With Paired Shorting Pins and H-Shaped Slot for 28/38 GHz Dual-Band MIMO Applications.IEEE Access8:23705-23712 (2020)
• 
  [j36]
  Pengfei Liu,Na Lv,Kefan Chen,Liang Tang,Jiaxin Zhou:
  Regression Based Dynamic Elephant Flow Detection in Airborne Network.IEEE Access8:217123-217133 (2020)
• 
  [j35]
  Zhuo Chen,Na Lv,Pengfei Liu,Yu Fang,Kun Chen,Wu Pan:
  Intrusion Detection for Wireless Edge Networks Based on Federated Learning.IEEE Access8:217463-217472 (2020)
• 
  [j34]
  Meiqi Wang,Sixian Jia,Enli Chen,Shaopu Yang,Pengfei Liu,Zhuang Qi:
  A derived least square fast learning network model.Appl. Intell.50(12):4176-4194 (2020)
• 
  [j33]
  Minghui Yao,Pengfei Liu,Hongbo Wang:
  Nonlinear Dynamics and Power Generation on a New Bistable Piezoelectric-Electromagnetic Energy Harvester.Complex.2020:5681703:1-5681703:29 (2020)
• 
  [j32]
  Jinhong Li,Jinli Liu,Pengfei Liu,Yi Qi:
  Analysis of Factors Contributing to the Severity of Large Truck Crashes.Entropy22(11):1191 (2020)
• 
  [j31]
  Nianfei Zhan,Chaoqin Gan,Wei Lin,Yaqin Guo,Pengfei Liu:
  A mode transformation algorithm based on traffic prediction in virtual multi-OLT PON.Int. J. Commun. Syst.33(8) (2020)
• 
  [j30]
  Wenshan Wang,Pengfei Liu,Su Yang,Weishan Zhang:
  Dynamic interaction networks for image-text multimodal learning.Neurocomputing379:262-272 (2020)
• 
  [j29]
  Feng Chen,Limei Hu,Pengfei Liu,Minyu Feng:
  A Robust Diffusion Estimation Algorithm for Asynchronous Networks in IoT.IEEE Internet Things J.7(9):9103-9115 (2020)
• 
  [j28]
  Peixuan Li,Huaici Zhao,Pengfei Liu,Feidao Cao:
  Automated measurement network for accurate segmentation and parameter modification in fetal head ultrasound images.Medical Biol. Eng. Comput.58(11):2879-2892 (2020)
• 
  [j27]
  Pengfei Liu,Qing Wang,Dandan Zhang,Yongzong Lu:
  An Improved Correction Method of Nighttime Light Data Based on EVI and WorldPop Data.Remote. Sens.12(23):3988 (2020)
• 
  [j26]
  Pengfei Liu,Huaici Zhao:
  Adversarial Networks for Scale Feature-Attention Spectral Image Reconstruction from a Single RGB.Sensors20(8):2426 (2020)
• 
  [j25]
  Ji Zhang,Chengyao Chen,Pengfei Liu,Chao He,Cane Wing-Ki Leung:
  Target-Guided Structured Attention Network for Target-dependent Sentiment Analysis.Trans. Assoc. Comput. Linguistics8:172-182 (2020)
• 
  [j24]
  Yang Liu,Ting Liu,Hong Sun,Kehuan Zhang,Pengfei Liu:
  Hidden Electricity Theft by Exploiting Multiple-Pricing Scheme in Smart Grids.IEEE Trans. Inf. Forensics Secur.15:2453-2468 (2020)
• 
  [c57]
  Shuaichen Chang,Pengfei Liu,Yun Tang,Jing Huang,Xiaodong He,Bowen Zhou:
  Zero-Shot Text-to-SQL Learning with Auxiliary Task.AAAI2020:7488-7495
• 
  [c56]
  Chengchen Wan,Feiyu Han,Pengfei Liu,Hao Zhang,Yubo Yan,Panlong Yang:
  iLoc: Non-invasive Localization for Mobile Devices with COTS WiFi Access Points.BigCom2020:24-32
• 
  [c55]
  Manik Bhandari,Pranav Narayan Gour,Atabak Ashfaq,Pengfei Liu:
  Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics.COLING2020:5702-5711
• 
  [c54]
  Bo Jiang,Pengfei Liu,Jie Xu:
  A Deep Learning Approach to Locate Buggy Files.DESSERT2020:219-223
• 
  [c53]
  Pengfei Liu,Sabine Loudcher,Jérôme Darmont,Emmanuelle Perrin,Jean-Pierre Girard,Marie-Odile Rousset:
  Metadata model for an archeological data lake.DH2020
• 
  [c52]
  Pengfei Liu,Xubin Zheng,Man Hon Wong,Kwong-Sak Leung:
  Drug2vec: A Drug Embedding Method with Drug-Drug Interaction as the Context.EANN2020:326-337
• 
  [c51]
  Peixuan Li,Huaici Zhao,Pengfei Liu,Feidao Cao:
  RTM3D: Real-Time Monocular 3D Detection from Object Keypoints for Autonomous Driving.ECCV (3)2020:644-660
• 
  [c50]
  Pengfei Liu,Chen Wei,Yunan Cai,Ting Liu:
  Physical Intrusion Detection against Device-connected Attack in Industrial Control Systems.ICC2020:1-6
• 
  [c49]
  Jinyang Huang,Bin Liu,Pengfei Liu,Chao Chen,Ning Xiao,Yu Wu,Chi Zhang,Nenghai Yu:
  Towards Anti-interference WiFi-based Activity Recognition System Using Interference-Independent Phase Component.INFOCOM2020:576-585
• 
  [c48]
  Pengfei Liu,Tian Chen,Wei Qi,Weilin Gao:
  A DOBC algorithm based on double speed loops controller in low-speed servo system with harmonic reducer.RICAI2020:92-96
• 
  [c47]
  Tian Chen,Pengfei Liu,Wei Qi,Feng Zhang:
  A new velocity observer model in low-velocity servo systems.RICAI2020:97-101
• 
  [i9]
  Peixuan Li,Huaici Zhao,Pengfei Liu,Feidao Cao:
  RTM3D: Real-time Monocular 3D Detection from Object Keypoints for Autonomous Driving.CoRRabs/2001.03343 (2020)
• 
  [i8]
  Manik Bhandari,Pranav Narayan Gour,Atabak Ashfaq,Pengfei Liu:
  Metrics also Disagree in the Low Scoring Range: Revisiting Summarization Evaluation Metrics.CoRRabs/2011.04096 (2020)