Pengfei Chen

ORCID

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 168

Top Venues

CoRR

Remote. Sens.

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens.

CLOUD

Publications

Jiafu Zhao, Pengfei Chen
High-resolution cropland mapping in China's Huang-Huai-Hai Plain: The coupling of machine learning methods and prior information. Comput. Electron. Agric. 224 (2024)
Yipo Huang, Leida Li, Pengfei Chen, Jinjian Wu, Yuzhe Yang, Yaqian Li, Guangming Shi
Coarse-to-Fine Image Aesthetics Assessment With Dynamic Attribute Selection. IEEE Trans. Multim. 26 (2024)
Chen Wang, Tao Huang, Min Li, Pengfei Chen, Zhiwen Chen
A Bayesian LSTM Based Active Anomaly Detection Service for Large Online Systems. Internetware (2024)
Yangying He, Linying Chen, Junmin Mou, Qingsong Zeng, Yamin Huang, Pengfei Chen, Song Zhang
Ship Emission Reduction via Energy-Saving Formation. IEEE Trans. Intell. Transp. Syst. 25 (3) (2024)
Yipo Huang, Quan Yuan, Xiangfei Sheng, Zhichao Yang, Haoning Wu, Pengfei Chen, Yuzhe Yang, Leida Li, Weisi Lin
AesBench: An Expert Benchmark for Multimodal Large Language Models on Image Aesthetics Perception. CoRR (2024)
Tong Zhu, Leida Li, Pengfei Chen, Jinjian Wu, Yuzhe Yang, Yaqian Li
Emotion-aware hierarchical interaction network for multimodal image aesthetics assessment. Pattern Recognit. 154 (2024)
Yipo Huang, Xiangfei Sheng, Zhichao Yang, Quan Yuan, Zhichao Duan, Pengfei Chen, Leida Li, Weisi Lin, Guangming Shi
AesExpert: Towards Multi-modality Foundation Model for Image Aesthetics Perception. CoRR (2024)
Nianhuan Li, Dongwei Gu, Bingkun Chen, Weiliang Li, Xilu Zhao, Pengfei Chen
Optimal design of constant-stress accelerated degradation tests based on the Wiener process with manufacturing batches heterogeneity and individual differences. Qual. Reliab. Eng. Int. 40 (4) (2024)
Tao Huang, Pengfei Chen, Kyoka Gong, Jocky Hawk, Zachary Bright, Wenxin Xie, Kecheng Huang, Zhi Ji
ENOVA: Autoscaling towards Cost-effective and Stable Serverless LLM Serving. CoRR (2024)
Weitao Li, Yuyong Xiong, Pengfei Chen, Cunju Wei, Dan Liang, Wei Fan, Zhike Peng
Simultaneous Measurement of Blade Tip Clearance and Blade Tip Timing With Microwave Sensor. IEEE Trans. Instrum. Meas. 73 (2024)
Pengfei Chen, Rui Chen, Xiao Cheng, Kang Yang, Zhuoqi Chen
GrIS-MDM: A Hydrology Knowledge-Based Framework Combining Deep Learning Network for Moulin Detection Using Ultrahigh-Resolution UAV Imagery. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhiming Chen, Pengfei Chen, Peipei Wang, Guangba Yu, Zilong He, Genting Mai
DiagConfig: Configuration Diagnosis of Performance Violations in Configurable Software Systems. ESEC/SIGSOFT FSE (2023)
Pengfei Chen, Huabing Huang, Wenzhong Shi, Rui Chen
A Reference-Free Method for the Thematic Accuracy Estimation of Global Land Cover Products Based on the Triple Collocation Approach. Remote. Sens. 15 (9) (2023)
Hancheng Zhu, Zhiwen Shao, Yong Zhou, Guangcheng Wang, Pengfei Chen, Leida Li
Personalized Image Aesthetics Assessment with Attribute-guided Fine-grained Feature Representation. ACM Multimedia (2023)
Pengfei Chen, Rongzhen Zhao, Tianjing He, Kongyuan Wei, Jianhui Yuan
Unsupervised structure subdomain adaptation based the Contrastive Cluster Center for bearing fault diagnosis. Eng. Appl. Artif. Intell. 122 (2023)
Zilong He, Pengfei Chen, Xiaoyun Li, Yong-Feng Wang, Guangba Yu, Cailin Chen, Xinrui Li, Zibin Zheng
A Spatiotemporal Deep Learning Approach for Unsupervised Anomaly Detection in Cloud Systems. IEEE Trans. Neural Networks Learn. Syst. 34 (4) (2023)
Shuai Liu, Pengfei Chen, Yudong Zhang
A Multiscale Feature Pyramid SAR Ship Detection Network With Robust Background Interference. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 16 (2023)
Yingming Zeng, Pengfei Chen, Jingpeng Zhang
Monitoring and Analysis of Encrypted Attack Traffic Based on Machine Learning. HCCS (2023)
Pengfei Chen, Xiao Ma
Optimal Strategy for Designing a Multitask Learning-Based Hybrid Model to Predict Wheat Leaf Nitrogen Content. IEEE Geosci. Remote. Sens. Lett. 20 (2023)
Jianxiao Liu, Yue Yu, Pengfei Chen, Bi Yu Chen, Liang Chen, Ruizhi Chen
Facilitating urban tourism governance with crowdsourced big data: A framework based on Shenzhen and Jiangmen, China. Int. J. Appl. Earth Obs. Geoinformation 124 (2023)
Pengfei Chen, Leida Li, Haoliang Li, Jinjian Wu, Weisheng Dong, Guangming Shi
Dynamic Expert-Knowledge Ensemble for Generalizable Video Quality Assessment. IEEE Trans. Circuits Syst. Video Technol. 33 (6) (2023)
Siwaner Wang, Qian Sun, Pengfei Chen, Hui Qiu, Yang Chen
Location Scheme of Routine Nucleic Acid Testing Sites Based on Location-Allocation Models: A Case Study of Shenzhen City. ISPRS Int. J. Geo Inf. 12 (4) (2023)
Leida Li, Tong Zhu, Pengfei Chen, Yuzhe Yang, Yaqian Li, Weisi Lin
Image Aesthetics Assessment With Attribute-Assisted Multimodal Memory Network. IEEE Trans. Circuits Syst. Video Technol. 33 (12) (2023)
Gou Tan, Pengfei Chen, Min Li
Online Data Drift Detection for Anomaly Detection Services based on Deep Learning towards Multivariate Time Series. QRS (2023)
Wenbin Zou, Guoguang Hua, Guangxu Chen, Zaiyue He, Guangli Liu, Pengfei Chen, Yuyang Li, Huakun Li, Lei Zheng, Shishun Tian
Need a dog for seeing eye? A Walk Viewpoint Dataset for Freespace Detection in Unstructured Environments. ICME (2023)
Weitao Li, Yuyong Xiong, Cunju Wei, Pengfei Chen, Dan Liang, Zhike Peng
Near-Field Micro-Doppler Effect and Spectrum Characteristics of Rotating Targets: Theoretical Analysis and Parameter Estimation Method. IEEE Trans. Instrum. Meas. 72 (2023)
Tong Zhu, Leida Li, Pengfei Chen, Jinjian Wu, Yuzhe Yang, Yaqian Li, Yandong Guo
Attribute-assisted Multimodal Network for Image Aesthetics Assessment. ICME (2023)
Xiangfei Sheng, Leida Li, Pengfei Chen, Jinjian Wu, Liwu Xu, Yuzhe Yang, Yaqian Li
Technical Quality-Assisted Image Aesthetics Quality Assessment. PRCV (11) (2023)
Wangwang Hu, Tao Shuai, Yonghui Xie, Pengfei Chen, Yuxian Pei, Yang Zhao, Rui Wang
Research on an Active Hydrogen Maser Digital Circuit Control System Based on FPGA. Sensors 23 (22) (2023)
Yue Qiu, Zihan Tian, Xueying Zhang, Fuyao Yang, Pengfei Chen, Haisen Zhao
Hybrid Core Composed of Ferrite and Nanocrystalline of High Power Wireless Charging System for Electric Vehicle Application. IAS (2023)
Xiangfei Sheng, Leida Li, Pengfei Chen, Jinjian Wu, Weisheng Dong, Yuzhe Yang, Liwu Xu, Yaqian Li, Guangming Shi
AesCLIP: Multi-Attribute Contrastive Learning for Image Aesthetics Assessment. ACM Multimedia (2023)
Hui Dou, Shanshan Zhu, Yiwen Zhang, Pengfei Chen, Zibin Zheng
HyperTuner: A Cross-Layer Multi-Objective Hyperparameter Auto-Tuning Framework for Data Analytic Services. CoRR (2023)
Guangba Yu, Pengfei Chen, Yufeng Li, Hongyang Chen, Xiaoyun Li, Zibin Zheng
Nezha: Interpretable Fine-Grained Root Causes Analysis for Microservices on Multi-modal Observability Data. ESEC/SIGSOFT FSE (2023)
Pengfei Chen, Rongzhen Zhao, Tianjing He, Kongyuan Wei, Jianhui Yuan
A novel bearing fault diagnosis method based joint attention adversarial domain adaptation. Reliab. Eng. Syst. Saf. 237 (2023)
Min Li, Mengyuan Yang, Pengfei Chen
Alarm reduction and root cause inference based on association mining in communication network. Frontiers Comput. Sci. 5 (2023)
Lingcong Feng, Biqing Zeng, Lewei He, Mayi Xu, Huimin Deng, Pengfei Chen, Zipeng Huang, Weihua Du
Improving Span-Based Aspect Sentiment Triplet Extraction with Abundant Syntax Knowledge. Neural Process. Lett. 55 (5) (2023)
Anran Cao, Hao Sun, Ziyu Hu, Pengfei Chen, Zhiwei Zhao
Quantile-guided multi-strategy algorithm for dynamic multiobjective optimization. Appl. Soft Comput. 133 (2023)
Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi
Contrastive Self-Supervised Pre-Training for Video Quality Assessment. IEEE Trans. Image Process. 31 (2022)
Tao Huang, Pengfei Chen, Ruipeng Li
A Semi-Supervised VAE Based Active Anomaly Detection Framework in Multivariate Time Series for Online Systems. WWW (2022)
Zijun Hu, Pengfei Chen, Guangba Yu, Zilong He, Xiaoyun Li
TS-InvarNet: Anomaly Detection and Localization based on Tempo-spatial KPI Invariants in Distributed Services. ICWS (2022)
Hui Dou, Jicheng Mei, Yiwen Zhang, Pengfei Chen, Zibin Zheng
JointConf: Jointly autotuning configuration parameters for modularized graph databases. J. Softw. Evol. Process. 34 (12) (2022)
Xiaoyun Li, Guangba Yu, Pengfei Chen, Hongyang Chen, Zhekang Chen
Going through the Life Cycle of Faults in Clouds: Guidelines on Fault Handling. ISSRE (2022)
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
Robust Medical Image Classification from Noisy Labeled Data with Global and Local Representation Guided Co-training. CoRR (2022)
Tao Huang, Pengfei Chen, Jingrun Zhang, Ruipeng Li, Rui Wang
A Transferable Time Series Forecasting Service Using Deep Transformer Model for Online Systems. ASE (2022)
Zhewei Liu, Wenzhong Shi, Yue Yu, Pengfei Chen, Bi Yu Chen
A LSTM-based approach for modelling the movement uncertainty of indoor trajectories with mobile sensing data. Int. J. Appl. Earth Obs. Geoinformation 108 (2022)
Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han
Object Localization under Single Coarse Point Supervision. CVPR (2022)
Pengfei Chen, Qi Wang, Yuan Tian
Exploring Entity-level User Preference on the Knowledge Graph for Recommender System. ACAI (2022)
Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, Pheng-Ann Heng
Acknowledging the Unknown for Multi-label Learning with Single Positive Labels. CoRR (2022)
Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang, Jiachen Li, Jian Zhao, Humphrey Shi, Zhenjun Han, Qixiang Ye
Point-to-Box Network for Accurate Object Detection via Single Point Supervision. CoRR (2022)
Pengfei Chen, Petros A. Ioannou, Maged M. Dessouky
Mixed Freight Dynamic Routing Using a Co-Simulation Optimization Approach. IEEE Trans. Intell. Transp. Syst. 23 (8) (2022)
Zilong He, Pengfei Chen, Tao Huang
Share or Not Share? Towards the Practicability of Deep Models for Unsupervised Anomaly Detection in Modern Online Systems. ISSRE (2022)
Guangba Yu, Pengfei Chen, Zibin Zheng
Microscaler: Cost-Effective Scaling for Microservice Applications in the Cloud With an Online Learning Approach. IEEE Trans. Cloud Comput. 10 (2) (2022)
Pengfei Chen, Xuehui Yu, Xumeng Han, Najmul Hassan, Kai Wang, Jiachen Li, Jian Zhao, Humphrey Shi, Zhenjun Han, Qixiang Ye
Point-to-Box Network for Accurate Object Detection via Single Point Supervision. ECCV (9) (2022)
Yihang Zhang, Aristotelis-Angelos Papadopoulos, Pengfei Chen, Faisal Alasiri, Tianchen Yuan, Jin Zhou, Petros A. Ioannou
Integrated Traffic Simulation-Prediction System using Neural Networks with Application to the Los Angeles International Airport Road Network. CDC (2022)
Leida Li, Pengfei Chen, Weisi Lin, Mai Xu, Guangming Shi
From Whole Video to Frames: Weakly-Supervised Domain Adaptive Continuous-Time QoE Evaluation. IEEE Trans. Image Process. 31 (2022)
Lijiang Chen, Jie Ren, Pengfei Chen, Xia Mao, Qi Zhao
Limited text speech synthesis with electroglottograph based on Bi-LSTM and modified Tacotron-2. Appl. Intell. 52 (13) (2022)
Mengxia Li, Junmin Mou, Pengfei Chen, Hao Rong, Linying Chen, Pieter H. A. J. M. van Gelder
Towards real-time ship collision risk analysis: An improved R-TCR model considering target ship motion uncertainty. Reliab. Eng. Syst. Saf. 226 (2022)
Jiachen Duan, Pengfei Chen, Leida Li, Jinjian Wu, Guangming Shi
Semantic Attribute Guided Image Aesthetics Assessment. VCIP (2022)
Tianshu Song, Leida Li, Pengfei Chen, Hantao Liu, Jiansheng Qian
Blind Image Quality Assessment for Authentic Distortions by Intermediary Enhancement and Iterative Training. IEEE Trans. Circuits Syst. Video Technol. 32 (11) (2022)
Cheng Xue, Lequan Yu, Pengfei Chen, Qi Dou, Pheng-Ann Heng
Robust Medical Image Classification From Noisy Labeled Data With Global and Local Representation Guided Co-Training. IEEE Trans. Medical Imaging 41 (6) (2022)
Xiao Ma, Pengfei Chen, Xiuliang Jin
Predicting Wheat Leaf Nitrogen Content by Combining Deep Multitask Learning and a Mechanistic Model Using UAV Hyperspectral Images. Remote. Sens. 14 (24) (2022)
Pengfei Chen, Weina Fu, Shuai Liu
Advanced Machine Learning Based Mobile Multimedia Application. Mob. Networks Appl. 27 (2) (2022)
Zilong He, Pengfei Chen, Yu Luo, Qiuyu Yan, Hongyang Chen, Guangba Yu, Fangyuan Li
Graph based Incident Extraction and Diagnosis in Large-Scale Online Systems. ASE (2022)
Wenlu Wang, Pengfei Chen, Yibin Xu, Zilong He
Active-MTSAD: Multivariate Time Series Anomaly Detection With Active Learning. DSN (2022)
Yufeng Li, Guangba Yu, Pengfei Chen, Chuanfu Zhang, Zibin Zheng
MicroSketch: Lightweight and Adaptive Sketch Based Performance Issue Detection and Localization in Microservice Systems. ICSOC (2022)
Hui Dou, Yilun Wang, Yiwen Zhang, Pengfei Chen
DeepCAT: A Cost-Efficient Online Configuration Auto-Tuning Approach for Big Data Frameworks. ICPP (2022)
Pengfei Chen, Huabing Huang, Wenzhong Shi
Reference-free method for investigating classification uncertainty in large-scale land cover datasets. Int. J. Appl. Earth Obs. Geoinformation 107 (2022)
Donghao Zhou, Pengfei Chen, Qiong Wang, Guangyong Chen, Pheng-Ann Heng
Acknowledging the Unknown for Multi-label Learning with Single Positive Labels. ECCV (24) (2022)
Pengfei Chen, Xuandi Fu, Xue Wang
A Graph Convolutional Stacked Bidirectional Unidirectional-LSTM Neural Network for Metro Ridership Prediction. IEEE Trans. Intell. Transp. Syst. 23 (7) (2022)
Pengfei Chen, Leida Li, Qingbo Wu, Jinjian Wu
SPIQ: A Self-Supervised Pre-Trained Model for Image Quality Assessment. IEEE Signal Process. Lett. 29 (2022)
Shuai Liu, Pengfei Chen, Marcin Wozniak
Image Enhancement-Based Detection with Small Infrared Targets. Remote. Sens. 14 (13) (2022)
Zeyan Li, Nengwen Zhao, Shenglin Zhang, Yongqian Sun, Pengfei Chen, Xidao Wen, Minghua Ma, Dan Pei
Constructing Large-Scale Real-World Benchmark Datasets for AIOps. CoRR (2022)
Song Wu, Zhuo Huang, Pengfei Chen, Hao Fan, Shadi Ibrahim, Hai Jin
Container-aware I/O stack: bridging the gap between container storage drivers and solid state devices. VEE (2022)
Xuehui Yu, Pengfei Chen, Di Wu, Najmul Hassan, Guorong Li, Junchi Yan, Humphrey Shi, Qixiang Ye, Zhenjun Han
Object Localization under Single Coarse Point Supervision. CoRR (2022)
Shu Wang, Lang Qian, Yunqiang Zhu, Jia Song, Feng Lu, Hongyun Zeng, Pengfei Chen, Wen Yuan, Weirong Li, Wenguang Geng
A web text mining approach for the evaluation of regional characteristics at the town level. Trans. GIS 25 (4) (2021)
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise. AAAI (2021)
Anshul Jindal, Michael Gerndt, Mohak Chadha, Vladimir Podolskiy, Pengfei Chen
Function delivery network: Extending serverless computing for heterogeneous platforms. Softw. Pract. Exp. 51 (9) (2021)
Pengfei Chen, Leida Li, Jinjian Wu, Yabin Zhang, Weisi Lin
Temporal Reasoning Guided QoE Evaluation for Mobile Live Video Broadcasting. IEEE Trans. Image Process. 30 (2021)
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels. AAAI (2021)
Anshul Jindal, Mohak Chadha, Michael Gerndt, Julian Frielinghaus, Vladimir Podolskiy, Pengfei Chen
Poster: Function Delivery Network: Extending Serverless to Heterogeneous Computing. ICDCS (2021)
Xiaofei Qu, En Long, Shouye Lv, Pengfei Chen, Guangling Lai, Yuke Yang, Jisheng Du
Ship Detection Method based on Scale Matched R3Det. AISS (2021)
Hongyao Tang, Jianye Hao, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Zhaopeng Meng
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction. CoRR (2021)
Pengfei Chen, Xiao Ma, Fangyong Wang, Jing Li
A New Method for Crop Row Detection Using Unmanned Aerial Vehicle Images. Remote. Sens. 13 (17) (2021)
Guangba Yu, Pengfei Chen, Hongyang Chen, Zijie Guan, Zicheng Huang, Linxiao Jing, Tianjun Weng, Xinmeng Sun, Xiaoyun Li
MicroRank: End-to-End Latency Issue Localization with Extended Spectrum Analysis in Microservice Environments. WWW (2021)
Wenzhong Shi, Zhewei Liu, Zhenlin An, Pengfei Chen
RegNet: a neural network model for predicting regional desirability with VGI data. Int. J. Geogr. Inf. Sci. 35 (1) (2021)
Anshul Jindal, Michael Gerndt, Mohak Chadha, Vladimir Podolskiy, Pengfei Chen
Function Delivery Network: Extending Serverless Computing for Heterogeneous Platforms. CoRR (2021)
Hongyao Tang, Zhaopeng Meng, Guangyong Chen, Pengfei Chen, Chen Chen, Yaodong Yang, Luo Zhang, Wulong Liu, Jianye Hao
Foresee then Evaluate: Decomposing Value Estimation with Latent Future Prediction. AAAI (2021)
Xiaomeng Ni, Ting Lu, Sijia Ye, Yunsi Zheng, Pengfei Chen, Lingyu Chen
Pair Nodes Clock Synchronization Algorithm Based on Kalman Filter for Underwater Wireless Sensor Networks. Sensors 21 (13) (2021)
Pengfei Chen, Leida Li, Jinjian Wu, Weisheng Dong, Guangming Shi
Unsupervised Curriculum Domain Adaptation for No-Reference Video Quality Assessment. ICCV (2021)
Kaili Ma, Haochen Yang, Han Yang, Tatiana Jin, Pengfei Chen, Yongqiang Chen, Barakeel Fanseu Kamhoua, James Cheng
Improving Graph Representation Learning by Contrastive Regularization. CoRR (2021)
Pengfei Chen, Guangyong Chen, Junjie Ye, Jingwei Zhao, Pheng-Ann Heng
Noise against noise: stochastic label noise helps combat inherent label noise. ICLR (2021)
Zihao Ye, Pengfei Chen, Guangba Yu
T-Rank: A Lightweight Spectrum based Fault Localization Approach for Microservice Systems. CCGRID (2021)
Zicheng Huang, Pengfei Chen, Guangba Yu, Hongyang Chen, Zibin Zheng
Sieve: Attention-based Sampling of End-to-End Trace Data in Distributed Microservice Systems. ICWS (2021)
Pingping Chen, Cong Wang, Yi Fang, Pengfei Chen
Power Allocation of Two-User Downlink Channel Decoding. ISMICT (2021)
Wenzhong Shi, Pengfei Chen, Xiaoqi Shen, Jianxiao Liu
An adaptive approach for modelling the movement uncertainty in trajectory data based on the concept of error ellipses. Int. J. Geogr. Inf. Sci. 35 (6) (2021)
Pengfei Chen, Lina Wang, Hui Di, Kazushige Ouchi, Lvhong Wang
Compress Polyphone Pronunciation Prediction Model with Shared Labels. CNCL (2020)
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
Beyond Class-Conditional Assumption: A Primary Attempt to Combat Instance-Dependent Label Noise. CoRR (2020)
Pengfei Chen
Estimation of Winter Wheat Grain Protein Content Based on Multisource Data Assimilation. Remote. Sens. 12 (19) (2020)
Xin Zhao, Huan Zhao, Pengfei Chen, Han Ding
Model accelerated reinforcement learning for high precision robotic assembly. Int. J. Intell. Robotics Appl. 4 (2) (2020)
Pengfei Chen, Junjie Ye, Guangyong Chen, Jingwei Zhao, Pheng-Ann Heng
Robustness of Accuracy Metric and its Inspirations in Learning with Noisy Labels. CoRR (2020)

Pengfei Chen.css-eqlu8i{font-size:small;padding-left:4px;}

Publication Activity (10 Years)

Top Topics

Top Venues

Pengfei Chen