Fan Cheng

ORCID

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 74

Top Venues

CoRR

IEEE Access

Appl. Soft Comput.

IEEE Trans. Netw. Sci. Eng.

Chinese University of Hong Kong, Hong Kong (PHD)

Education History

Chinese University of Hong Kong, Hong Kong

PHD

Publications

Qianhao Sun, Qiang Song, Jingwei Meng, Bin Cui, Gen Li, Fan Cheng, Kailun Wang
Flex-LCC: A New Grid-Forming HVDC Rectifier for Collecting Large-Scale Renewable Energy. IEEE Trans. Ind. Electron. 71 (8) (2024)
Kaixuan Li, Qilong Hu, Qingshan Liu, Zhigang Zeng, Fan Cheng
A Predefined-Time Consensus Algorithm of Multi-Agent System for Distributed Constrained Optimization. IEEE Trans. Netw. Sci. Eng. 11 (1) (2024)
Haipeng Yang, Bin Li, Fan Cheng, Peng Zhou, Renzhi Cao, Lei Zhang
A Node Classification-Based Multiobjective Evolutionary Algorithm for Community Detection in Complex Networks. IEEE Trans. Comput. Soc. Syst. 11 (1) (2024)
Zhantao Yang, Ruili Feng, Han Zhang, Yujun Shen, Kai Zhu, Lianghua Huang, Yifei Zhang, Yu Liu, Deli Zhao, Jingren Zhou, Fan Cheng
Eliminating Lipschitz Singularities in Diffusion Models. CoRR (2023)
Jun Kai Ho, Tomoyasu Horikawa, Kei Majima, Fan Cheng, Yukiyasu Kamitani
Inter-individual deep image reconstruction via hierarchical neural code conversion. NeuroImage 271 (2023)
Qijun Wang, Chaoping Song, Yanni Dong, Fan Cheng, Lyuyang Tong, Bo Du, Xingyi Zhang
Unsupervised Hyperspectral Band Selection via Structure-Conserved and Neighborhood-Grouped Evolutionary Algorithm. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Jianfeng Qiu, Shengda Shu, Qiangqiang Zhang, Chao Wang, Fan Cheng, Xingyi Zhang
Convex-hull based robust evolutionary optimization approach for ROC maximization under label noise. Appl. Soft Comput. 146 (2023)
Fan Cheng, Naikun Chen, Chao Wang, Qijun Wang, Bo Du
A Global-to-Local Evolutionary Algorithm for Hyperspectral Endmember Extraction. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Lei Zhang, Bin Li, Haipeng Yang, Fan Cheng, Cheng Zhang, Renzhi Cao
Multi-Objective Optimization of Local Overlapping Community Detection: A Formal Model and Novel Evolutionary Algorithm. IEEE Trans. Netw. Sci. Eng. 10 (4) (2023)
Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng
Dimensionality-Varying Diffusion Process. CVPR (2023)
Fan Cheng, Takafumi Nakanishi
A Keyword Transition Extraction Method for Time-series Text Data and Its Application to Discovering the Transition of Key Technology Elements in Japan. IIAI-AAI (2023)
Fan Cheng, Junjie Cui, Qijun Wang, Lei Zhang
A Variable Granularity Search-Based Multiobjective Feature Selection Algorithm for High-Dimensional Data Classification. IEEE Trans. Evol. Comput. 27 (2) (2023)
Lei Zhang, Huaijin Zhang, Haipeng Yang, Zhengyi Liu, Fan Cheng
An Interactive Co-Evolutionary Framework for Multi-Objective Critical Node Detection on Large-Scale Complex Networks. IEEE Trans. Netw. Sci. Eng. 10 (3) (2023)
Zhize Wu, Changjiang Du, Le Zou, Ming Tan, Tong Xu, Fan Cheng, Fudong Nian, Thomas Weise
DAFD: Domain Adaptation via Feature Disentanglement for Image Classification. CoRR (2023)
Fan Cheng, Changjun Zhou, Xudong Liu, Qijun Wang, Jianfeng Qiu, Lei Zhang
Graph-Based Feature Selection in Classification: Structure and Node Dynamic Mechanisms. IEEE Trans. Emerg. Top. Comput. Intell. 7 (4) (2023)
Tao Pei, Fan Cheng, Xu Dong Jia, Zhong Hao Li, Hao Guo, Huan Fei Wen, Yan Jun Li, Jun Tang, Jun Liu
High-Resolution Detection of Microwave Fields on Chip Surfaces Based on Scanning Microwave Microscopy. IEEE Trans. Instrum. Meas. 72 (2023)
Fan Zhou, Mengkang Hu, Haoyu Dong, Zhoujun Cheng, Fan Cheng, Shi Han, Dongmei Zhang
TaCube: Pre-computing Data Cubes for Answering Numerical-Reasoning Questions over Tabular Data. EMNLP (2022)
Ye Tian, Chang Lu, Xingyi Zhang, Fan Cheng, Yaochu Jin
A Pattern Mining-Based Evolutionary Algorithm for Large-Scale Sparse Multiobjective Optimization Problems. IEEE Trans. Cybern. 52 (7) (2022)
Fan Cheng
A Reformulation of Gaussian Completely Monotone Conjecture: A Hodge Structure on the Fisher Information along Heat Flow. CoRR (2022)
Han Zhang, Ruili Feng, Zhantao Yang, Lianghua Huang, Yu Liu, Yifei Zhang, Yujun Shen, Deli Zhao, Jingren Zhou, Fan Cheng
Dimensionality-Varying Diffusion Process. CoRR (2022)
Lei Zhang, Xinpeng Wu, Hongke Zhao, Fan Cheng, Qi Liu
Personalized Recommendation in P2P Lending Based on Risk-Return Management: A Multi-Objective Perspective. IEEE Trans. Big Data 8 (4) (2022)
Jianfeng Qiu, Xiaoqiang Cai, Lei Zhang, Fan Cheng
A loss matrix-based alternating optimization method for sparse PU learning. Swarm Evol. Comput. 75 (2022)
Qijun Wang, Ping Liu, Lei Zhang, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
Rate-distortion optimal evolutionary algorithm for JPEG quantization with multiple rates. Knowl. Based Syst. 244 (2022)
Zhoujun Cheng, Haoyu Dong, Ran Jia, Pengfei Wu, Shi Han, Fan Cheng, Dongmei Zhang
FORTAP: Using Formulas for Numerical-Reasoning-Aware Table Pretraining. ACL (1) (2022)
Hongke Zhao, Xinpeng Wu, Chuang Zhao, Lei Zhang, Haiping Ma, Fan Cheng
CoEA: A Cooperative-Competitive Evolutionary Algorithm for Bidirectional Recommendations. IEEE Trans. Evol. Comput. 26 (1) (2022)
Zhen Dong, Fan Cheng, Fengqing Du, Jing Liu, Zhongqin Bi
Construction Method of Double-Carbon Domain Knowledge Graph. HCCS (2022)
Fan Cheng, Congcong Zhang, Xingyi Zhang
An Evolutionary Multitasking Method for Multiclass Classification. IEEE Comput. Intell. Mag. 17 (4) (2022)
Fan Cheng, Fang Wang, Shucheng Huang
Aspect-level Sentiment Analysis Based on Feature Enhancement and GCN. RICAI (2022)
Fan Cheng, Feixiang Chu, Yi Xu, Lei Zhang
A Steering-Matrix-Based Multiobjective Evolutionary Algorithm for High-Dimensional Feature Selection. IEEE Trans. Cybern. 52 (9) (2022)
Zhoujun Cheng, Haoyu Dong, Fan Cheng, Ran Jia, Pengfei Wu, Shi Han, Dongmei Zhang
FORTAP: Using Formulae for Numerical-Reasoning-Aware Table Pretraining. CoRR (2021)
Songkai Tang, Luhua Jin, Fan Cheng
Fraud Detection in Online Product Review Systems via Heterogeneous Graph Transformer. IEEE Access 9 (2021)
Haoran Luo, Fan Cheng, Heng Yu, Yuqi Yi
SDTR: Soft Decision Tree Regressor for Tabular Data. IEEE Access 9 (2021)
Fan Cheng, Feixiang Chu, Lei Zhang
A multi-objective evolutionary algorithm based on length reduction for large-scale instance selection. Inf. Sci. 576 (2021)
Binchao Deng, Wenwen Xie, Fan Cheng, Jiaojiao Deng, Liang Long
Complexity Relationship between Power and Trust in Hybrid Megaproject Governance: The Structural Equation Modelling Approach. Complex. 2021 (2021)
Lei Zhang, Yutong Liu, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
A Local-Global Influence Indicator Based Constrained Evolutionary Algorithm for Budgeted Influence Maximization in Social Networks. IEEE Trans. Netw. Sci. Eng. 8 (2) (2021)
Fan Cheng, Congtao Wang, Xingyi Zhang, Yun Yang
A Local-Neighborhood Information Based Overlapping Community Detection Algorithm for Large-Scale Complex Networks. IEEE/ACM Trans. Netw. 29 (2) (2021)
Zhengyi Liu, Bo Chang, Fan Cheng
An interactive filter-wrapper multi-objective evolutionary algorithm for feature selection. Swarm Evol. Comput. 65 (2021)
Yuqi Yi, Luhua Jin, Heng Yu, Haoran Luo, Fan Cheng
Density Sensitive Random Walk for Local Community Detection. IEEE Access 9 (2021)
Fan Cheng, Rob J. Hyndman, Anastasios Panagiotelis
Manifold learning with approximate nearest neighbors. CoRR (2021)
Yansen Su, Chunlong Liu, Yunyun Niu, Fan Cheng, Xingyi Zhang
A Community Structure Enhancement-Based Community Detection Algorithm for Complex Networks. IEEE Trans. Syst. Man Cybern. Syst. 51 (5) (2021)
Jianfeng Qiu, Xiaoqiang Cai, Xingyi Zhang, Fan Cheng, Shenzhi Yuan, Guanglong Fu
An evolutionary multi-objective approach to learn from positive and unlabeled data. Appl. Soft Comput. 101 (2021)
Heng Yu, Haoran Luo, Yuqi Yi, Fan Cheng
A2R2: Robust Unsupervised Neural Machine Translation With Adversarial Attack and Regularization on Representations. IEEE Access 9 (2021)
Long Peng, Yong Tang, Lamine Mili, Yingbiao Li, Bing Zhao, Yijun Xu, Fan Cheng
An Adaptive MMC Synchronous Stability Control Method Based on Local PMU measurements. CoRR (2020)
Lei Zhang, Jiajun Xia, Fan Cheng, Jianfeng Qiu, Xingyi Zhang
Multi-Objective Optimization of Critical Node Detection Based on Cascade Model in Complex Networks. IEEE Trans. Netw. Sci. Eng. 7 (3) (2020)
Jianfeng Qiu, Jiangchuan Wan, Lei Zhang, Fan Cheng, Yongkang Luo
Community-Grouping Based Particle Swarm optimisation Algorithm for Feature Selection. CEC (2020)
Lei Zhang, Fengiiao Sun, Fan Cheng, Haiping Ma, Xiaoyan Sun
An Overlapping Community Detection Based Multi-Objective Evolutionary Algorithm for Diversified Social Influence Maximization. CEC (2020)
Qianhao Sun, Yalou Li, Xiaolin Shen, Fan Cheng, Gen Li, Jun Liang, Qing Mu, Jingwei Meng
Analysis and Experimental Validation of Current-Fed Switched Capacitor-Based Modular DC Transformer. IEEE Trans. Ind. Informatics 16 (8) (2020)
Fan Cheng, Qiangqiang Zhang, Ye Tian, Xingyi Zhang
Maximizing receiver operating characteristics convex hull via dynamic reference point-based multi-objective evolutionary algorithm. Appl. Soft Comput. 86 (2020)
Fan Cheng, Jiabin Chen, Jianfeng Qiu, Lei Zhang
A subregion division based multi-objective evolutionary algorithm for SVM training set selection. Neurocomputing 394 (2020)
Lei Zhang, Shangshang Yang, Xinpeng Wu, Fan Cheng, Ying Xie, Zhiting Lin
An indexed set representation based multi-objective evolutionary approach for mining diversified top-k high utility patterns. Eng. Appl. Artif. Intell. 77 (2019)
Fan Cheng, Yiwei Yin
Application of Computer Data Analysis Technology in the Development of a Physical Education Examination Platform. iJET 14 (6) (2019)
Jianfeng Qiu, Fan Cheng, Lei Zhang, Yi Xu
A Diversity Based Competitive Multi-objective PSO for Feature Selection. ICIC (2) (2019)
Weikang Gong, Fan Cheng, Edmund T. Rolls, Chun-Yi Zac Lo, Chu-Chung Huang, Shih-Jen Tsai, Albert C. Yang, Ching-Po Lin, Jianfeng Feng
A powerful and efficient multivariate approach for voxel-level connectome-wide association studies. NeuroImage 188 (2019)
Fan Cheng, Yangxi Liu, Jianfeng Qiu, Lei Zhang
A Sparse Stochastic Method With Optimal Convergence Rate for Optimizing Pseudo-Linear Performance Measures. IEEE Access 7 (2019)
Fan Cheng, Guanglong Fu, Xingyi Zhang, Jianfeng Qiu
Multi-objective evolutionary algorithm for optimizing the partial area under the ROC curve. Knowl. Based Syst. 170 (2019)
Jianfeng Qiu, Minghui Liu, Lei Zhang, Wei Li, Fan Cheng
A multi-level knee point based multi-objective evolutionary algorithm for AUC maximization. Memetic Comput. 11 (3) (2019)
Lei Zhang, Xin Zhang, Fan Cheng, Xiaoyan Sun, Hongke Zhao
Personalized Recommendation for Crowdfunding Platform: A Multi-objective Approach. CEC (2019)
Ye Tian, Ran Cheng, Xingyi Zhang, Fan Cheng, Yaochu Jin
An Indicator-Based Multiobjective Evolutionary Algorithm With Reference Point Adaptation for Better Versatility. IEEE Trans. Evol. Comput. 22 (4) (2018)
Weikang Gong, Lin Wan, Wenlian Lu, Liang Ma, Fan Cheng, Wei Cheng, Stefan Grünewald, Jianfeng Feng
Statistical testing and power analysis for brain-wide association study. Medical Image Anal. 47 (2018)
Fan Cheng, Wei Guo, Xingyi Zhang
MOFSRank: A Multiobjective Evolutionary Algorithm for Feature Selection in Learning to Rank. Complex. 2018 (2018)
Lei Zhang, Guanglong Fu, Fan Cheng, Jianfeng Qiu, Yansen Su
A multi-objective evolutionary approach for mining frequent and high utility itemsets. Appl. Soft Comput. 62 (2018)
Fan Cheng, Tingting Cui, Yansen Su, Yunyun Niu, Xingyi Zhang
A local information based multi-objective evolutionary algorithm for community detection in complex networks. Appl. Soft Comput. 69 (2018)
Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, Lei Zhang
An adaptive mini-batch stochastic gradient method for AUC maximization. Neurocomputing 318 (2018)
Fan Cheng, Xia Zhang, Chuang Zhang, Jianfeng Qiu, Lei Zhang
An Adaptive Robust Online Method for AUC Maximization. IEEE Access 6 (2018)
Jianfeng Qiu, Juan Xie, Fan Cheng, Xuefeng Zhang, Lei Zhang
A Hybrid Social Spider Optimization Algorithm with Differential Evolution for Global Optimization. J. Univers. Comput. Sci. 23 (7) (2017)
Xingyi Zhang, Fuchen Duan, Lei Zhang, Fan Cheng, Yaochu Jin, Ke Tang
Pattern Recommendation in Task-oriented Applications: A Multi-Objective Perspective [Application Notes]. IEEE Comput. Intell. Mag. 12 (3) (2017)
Fan Kang, Zhiyu Xu, Fan Cheng, Qianting Zhou, Bingqi Liu, Bin Cao, Ting Wang, Jianping Mei
YoRoad: A Monitoring Service for Ride Sharing Systems. ICIOT (2017)
Jinli Zhong, Suguo Du, Lu Zhou, Haojin Zhu, Fan Cheng, Cailian Chen, Qingshui Xue
Security Modeling and Analysis on Intra Vehicular Network. VTC Fall (2017)
Fan Cheng, Vincent Y. F. Tan
A Numerical Study on the Wiretap Network With a Simple Network Topology. IEEE Trans. Inf. Theory 62 (5) (2016)
Fan Cheng, Yanlin Geng
Higher Order Derivatives in Costa's Entropy Power Inequality. IEEE Trans. Inf. Theory 61 (11) (2015)
Yanlin Geng, Fan Cheng
Duality between finite numbers of discrete multiple access and broadcast channels. ITW Fall (2015)
Qi Chen, Fan Cheng, Tie Liu, Raymond W. Yeung
A marginal characterization of entropy functions for conditional mutually independent random variables (with application to Wyner's common information). ISIT (2015)
Fan Cheng, Raymond W. Yeung, Kenneth W. Shum
Imperfect Secrecy in Wiretap Channel II. IEEE Trans. Inf. Theory 61 (1) (2015)
Fan Cheng, Vincent Y. F. Tan
A Numerical Study on the Wiretap Network with a Simple Network Topology. CoRR (2015)
Fan Cheng
Generalization of Mrs. Gerber's Lemma. CoRR (2014)
Fan Cheng
Generalization of Mrs. Gerber's lemma. Commun. Inf. Syst. 14 (2) (2014)
Fan Cheng, Yanlin Geng
Higher Order Derivatives in Costa's Entropy Power Inequality. CoRR (2014)
Baodong Gao, Jianping Wang, Fan Cheng, Guo Zhang, Xiaohong Yang, Junhui Liu
The simulation of direct torque control fuzzy control system based on Labview and Matlab. ICSAI (2014)
Fan Cheng, Raymond W. Yeung
Performance Bounds on a Wiretap Network With Arbitrary Wiretap Sets. IEEE Trans. Inf. Theory 60 (6) (2014)
Fan Cheng, Yanlin Geng
Convexity of Fisher information with respect to Gaussian perturbation. IWCIT (2014)
Fan Cheng
Optimality of routing on the wiretap network with simple network topology. ISIT (2014)
Rajesh Krishna Panta, Rittwik Jana, Fan Cheng, Yih-Farn Robin Chen, Vinay A. Vaishampayan
Phoenix: Storage Using an Autonomous Mobile Infrastructure. IEEE Trans. Parallel Distributed Syst. 24 (9) (2013)
Fan Cheng, Raymond W. Yeung, Kenneth W. Shum
Imperfect Secrecy in Wiretap Channel II CoRR (2012)
Fan Cheng, Raymond W. Yeung
Performance Bounds on a Wiretap Network CoRR (2012)
Yuan Ruan, Weimin Yu, Fan Cheng, Xiaobin Zhang, Stéphane Larré
Detection of Prostate Stem Cell Antigen Expression in Human Prostate Cancer Using Quantum-Dot-Based Technology. Sensors 12 (5) (2012)
Fan Cheng, Raymond W. Yeung, Kenneth W. Shum
Imperfect secrecy in wiretap channel II. ISIT (2012)

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Publication Activity (10 Years)

Top Topics

Top Venues

Fan Cheng