Pengfei Fan

50 papers B 3C 5Misc 1Journal 24Unranked 17
YearRankTypeTitle / Venue / Authors
2026 J jnl
A joint topology-data fusion graph network for robust traffic speed prediction with data anomalism.
Inf. Sci.
Ruiyuan Jiang, Dongyao Jia, Eng Gee Lim, Pengfei Fan, Yuli Zhang, Shangbo Wang
2026 J jnl
A novel hybrid macroscopic fundamental diagram-informed deep learning method for lane-level traffic prediction.
Inf. Fusion
Ruiyuan Jiang, Shangbo Wang, Bingyi Liu, Yuli Zhang, Pengfei Fan, Dongyao Jia
2026 J jnl
CellKAN: Cellular multi-attention Kolmogorov-Arnold networks for nuclei segmentation in histopathology images.
Displays
Zhixian Tang, Zhentao Yang, Xucheng Cai, Zhuocheng Li, Ling Wei, Pengfei Fan, Xufeng Yao
2026 J jnl
Combination generalized grey target decision method for mixed attributes based on cooperative game theory.
Grey Syst. Theory Appl.
Jinshan Ma, Pengfei Fan
2025 — conf
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning.
ITSC
Hankang Gu, Yuli Zhang, Chengming Wang, Ruiyuan Jiang, Ziheng Qiao, Pengfei Fan, Dongyao Jia
2025 J jnl
A Hierarchical Deep Reinforcement Learning Framework for Traffic Signal Control with Predictable Cycle Planning.
CoRR
Hankang Gu, Yuli Zhang, Chengming Wang, Ruiyuan Jiang, Ziheng Qiao, Pengfei Fan, Dongyao Jia
2025 J jnl
A Joint Topology-Data Fusion Graph Network for Robust Traffic Speed Prediction with Data Anomalism.
CoRR
Ruiyuan Jiang, Dongyao Jia, Eng Gee Lim, Pengfei Fan, Yuli Zhang, Shangbo Wang
2025 B conf
A Lightweight Encrypted Traffic Classification Method Based on Multi-scale Feature Fusion.
GLOBECOM
Wenjuan Xing, Yong Li, Hang Lv, Yongmao Ren, Pengfei Fan, Xu Zhou
2025 — conf
A Survey on RL-Based Approaches for Traffic Signal and Joint Vehicle-Signal Control.
ICCAI
Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Chengming Wang, Shangbo Wang, Dongyao Jia
2025 C conf
A Tool for Detecting Similarities in Jupyter Notebooks Used as Assessment Reports.
EDUCON
Nikesh Bajaj, Dimitrios Chiotis, Reza Moosaei, Jordan B. L. Smith, Pengfei Fan, Jesús Requena-Carrión
2025 J jnl
A knowledge-informed dynamic correlation modeling framework for lane-level traffic flow prediction.
Inf. Fusion
Ruiyuan Jiang, Shangbo Wang, Wei Ma, Yuli Zhang, Pengfei Fan, Dongyao Jia
2025 J jnl
Adaptive Vehicle Speed Classification via BMCNN with Reinforcement Learning-Enhanced Acoustic Processing.
CoRR
Yuli Zhang, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Xinheng Wang
2025 — conf
An Adaptive Multi-Source Correlation Fusion Approach for Lane-Level Traffic Flow Prediction.
ICCAI
Ruiyuan Jiang, Pengfei Fan, Chengming Wang, Yuli Zhang, Shangbo Wang, Dongyao Jia
2025 — conf
An Innovative Approach for Vehicle Speed Recognition through Noise Emission Analysis by Using Machine Learning.
ICCAI
Pengfei Fan, Yuli Zhang, Ruiyuan Jiang, Xinheng Wang, Chengming Wang, Shangbo Wang, Benson Zhu, Chenhao Wen
2025 J jnl
Distributed Task Scheduling Algorithm Based on MADDPG in MEC Emergency Networks.
IEEE Internet Things J.
Gaowei Zhang, Junping Song, Yahui Hu, Pengfei Fan, Chong Li, Xu Zhou
2025 C conf
Enhancing Competition-Based Big Data Analytics Learning Through AI-Driven Distributed Scaffolding.
EDUCON
Xiaohan Che, Na Li, Nikesh Bajaj, Pengfei Fan
2025 — conf
Impact of Charging Infrastructure Strategies on Operations of Battery Electric Trucks: Case Study of Drayage Application.
ITSC
Emmanuel Hidalgo Gonzalez, Pengfei Fan, Matthew J. Barth, Kanok Boriboonsomsin
2025 J jnl
Integrating Vehicle Acoustic Data for Enhanced Urban Traffic Management: A Study on Speed Classification in Suzhou.
CoRR
Pengfei Fan, Yuli Zhang, Xinheng Wang, Ruiyuan Jiang, Hankang Gu, Dongyao Jia, Shangbo Wang
2025 J jnl
MRSAudio: A Large-Scale Multimodal Recorded Spatial Audio Dataset with Refined Annotations.
CoRR
Wenxiang Guo, Changhao Pan, Zhiyuan Zhu, Xintong Hu, Yu Zhang, Li Tang, Rui Yang, Han Wang, Zongbao Zhang, Yuhan Wang, Yixuan Chen, Hankun Xu, Ke Xu, Pengfei Fan, Zhetao Chen, Yanhao Yu, Qiange Huang, Fei Wu, Zhou Zhao
2025 J jnl
Toward Dependency Dynamics in Multi-Agent Reinforcement Learning for Traffic Signal Control.
CoRR
Yuli Zhang, Shangbo Wang, Dongyao Jia, Pengfei Fan, Ruiyuan Jiang, Hankang Gu, Andy H. F. Chow
2024 — conf
A Primary Comparison of Diffusion Models and Generative Adversarial Networks for Image Synthesis.
MLMI
Zhuoyi Shen, Maoyu Mao, Pengfei Fan
2024 C conf
Enhanced Multidimensional Root Cause Localization with JSqueeze in AIOps (S).
SEKE
Yukun Dai, Jian Li, Yuan Wan, Liang Xie, Pengfei Fan
2024 — conf
FourierDiff: Image Denoising Using Improved Denoising Diffusion Probabilistic Models via Fast Fourier Convolution.
BMVC Workshops
Ao Chen, Mengyuan Liu, Runyu Yao, Minhao Wu, Pengfei Fan
2024 — conf
Improved Diffusion Model for Fast Image Generation.
MLMI
Maoyu Mao, Zhuoyi Shen, Pengfei Fan
2024 J jnl
Optimization of Storage and Retrieval Strategies in Warehousing Based on Enhanced Genetic Algorithm.
IEEE Access
Pengfei He, Zhimin Zhao, Ying Zhang, Pengfei Fan
2024 J jnl
Research on Path Planning Based on Bidirectional A
IEEE Access
Pengfei He, Pengfei Fan, Shi-E. Wu, Ying Zhang
2023 J jnl
Drone-based quantum key distribution.
CoRR
Xiao-Hui Tian, Ran Yang, Ji-Ning Zhang, Hua Yu, Yao Zhang, Pengfei Fan, Mengwen Chen, Changsheng Gu, Xin Ni, Mingzhe Hu, Xun Cao, Xiaopeng Hu, Gang Zhao, Yan-Qing Lu, Zhi-Jun Yin, Hua-Ying Liu, Yan-Xiao Gong, Zhenda Xie, Shi-Ning Zhu
2023 B conf
Fine-grained Task Scheduling Based on Graph Neural Network and Federated Learning in Vehicle Edge Computing.
ICPADS
Gaowei Zhang, Junping Song, Yahui Hu, Pengfei Fan, Chong Li, Xu Zhou
2022 B conf
SRA: Leveraging AF_XDP for Programmable Network Functions with IPv6 Segment Routing.
LCN
Baosen Zhao, Yifang Qin, Wanghong Yang, Pengfei Fan, Xu Zhou
2022 — conf
Semi-supervised Learning Enabled Scalable High-Spatial-Density Channel Multiplexing over Multimode Fibers.
OECC/PSC
Pengfei Fan, Michael Ruddlesden, Yufei Wang, Luming Zhao, Chao Lu, Lei Su
2022 — conf
Transformer Embedded with Learnable Filters for Heart Murmur Detection.
CinC
Pengfei Fan, Yucheng Shu, Yiming Han
2021 — conf
Long-time characterization of optical signal transmission through drone-to-ground link.
WCSP
Xiao-Hui Tian, Changsheng Gu, Pengfei Fan, Mingzhe Hu, Hua-Ying Liu, Xin Ni, Ran Yang, Ji-Ning Zhang, Jian Guo, Yan-Xiao Gong, Zhenda Xie, Shi-Ning Zhu
2020 J jnl
Dynamic Contract Incentives Mechanism for Traffic Offloading in Multi-UAV Networks.
Wirel. Commun. Mob. Comput.
Nan Zhao, Pengfei Fan, Yiqiang Cheng
2019 J jnl
An effective hybrid discrete grey wolf optimizer for the casting production scheduling problem with multi-objective and multi-constraint.
Comput. Ind. Eng.
Hongbin Qin, Pengfei Fan, Hongtao Tang, Pan Huang, Bo Fang, Shunfa Pan
2019 J jnl
High-efficient energy saving processing of big data of communication under mobile cloud computing.
Int. J. Model. Simul. Sci. Comput.
Yazhen Liu, Pengfei Fan, Jiyang Zhu, Liping Wen, Xiongfei Fan
2019 J jnl
Identity Management Security Authentication Based on Blockchain Technologies.
Int. J. Netw. Secur.
Pengfei Fan, Yazhen Liu, Jiyang Zhu, Xiongfei Fan, Liping Wen
2019 — conf
Multi-dimensional Contract Incentive Design for Mobile Crowdsourcing Networks.
BWCCA
Nan Zhao, Menglin Fan, Chao Tian, Pengfei Fan, Xiao He
2019 J jnl
Priority-Based PCIe Scheduling for Multi-Tenant Multi-GPU Systems.
IEEE Comput. Archit. Lett.
Chen Li, Jun Yang, Yifan Sun, Lingling Jin, Lingjie Xu, Zheng Cao, Pengfei Fan, David R. Kaeli, Sheng Ma, Yang Guo
2019 — conf
Two-Stage Dynamic Contract Design Under Asymmetric Information in Cooperative Communication.
BWCCA
Nan Zhao, Pengfei Fan, Xiao He, Menglin Fan, Chao Tian
2018 — conf
A Congestion Control Mechanism for Data Center Networks Based on Named Data Networking.
CFI
Yaqiu Zhou, Yongmao Ren, Xu Zhou, Zhentao Li, Pengfei Fan
2018 Misc conf
Deep Q-Network for User Association in Heterogeneous Cellular Networks.
CISIS
Nan Zhao, Xiao He, Minghu Wu, Pengfei Fan, Menglin Fan, Chao Tian
2018 J jnl
Deep Reinforcement Learning for Mobile Video Offloading in Heterogeneous Cellular Networks.
Int. J. Mob. Comput. Multim. Commun.
Nan Zhao, Chao Tian, Menglin Fan, Minghu Wu, Xiao He, Pengfei Fan
2018 J jnl
Deep learning the high variability and randomness inside multimode fibres.
CoRR
Pengfei Fan, Tianrui Zhao, Lei Su
2018 — conf
Dynamic Incentive Mechanism for Direct Energy Trading.
IMIS
Nan Zhao, Pengfei Fan, Minghu Wu, Xiao He, Menglin Fan, Chao Tian
2018 J jnl
Light Propagation Prediction through Multimode Optical Fibers with a Deep Neural Network.
CoRR
Pengfei Fan, Liang Deng, Lei Su
2018 — conf
Scanning Probe Lithography (SPL) Nanofabrication Approach.
ICAC
Pengfei Fan, Xichun Luo
2017 C conf
A parameter adaptive improved algorithm based on the GIW-PHD filter.
FUSION
Pengfei Fan, Hongyan Li
2017 J jnl
Contract-Based Incentive Mechanism for Mobile Crowdsourcing Networks.
Algorithms
Nan Zhao, Menglin Fan, Chao Tian, Pengfei Fan
2017 — conf
Location and Recognition Fruit Trees Based on Binocular Stereo Vision.
CCTA (2)
Xueguan Zhao, Yuanyuan Gao, Songlin Wang, Xiu Wang, Pengfei Fan, Qingchun Feng
2011 C conf
Model of Variable Granularity Service Composition Based on Event Stream.
APSCC
Pengfei Fan, Fenglin Bu, Hongming Cai