Cheng He

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 70

Top Topics

Failure Prediction

Top Venues

RAIRO Oper. Res.

Discret. Optim.

J. Comb. Optim.

Publications

Penglei Chen, Jiangtao Wang, Zhiwei Zhang, Cheng He
CSPGNet: Cross-scale spatial perception guided network for tiny object detection in remote sensing images. Digit. Signal Process. 154 (2024)
Penglei Chen, Jiangtao Wang, Zhiwei Zhang, Cheng He
DILA: Dynamic Gaussian Distribution Fitting and Imitation Learning-Based Label Assignment for tiny object detection. Appl. Soft Comput. 164 (2024)
Zhaoming Chen, Cheng He, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
HUSM: High utility subgraph mining in single graph databases. Inf. Sci. 675 (2024)
Jiajia Li, Feng Tan, Cheng He, Zikai Wang, Haitao Song, Pengwei Hu, Xin Luo
Saliency-Aware Dual Embedded Attention Network for Multivariate Time-Series Forecasting in Information Technology Operations. IEEE Trans. Ind. Informatics 20 (3) (2024)
Gang Tian, Jiachang Wang, Rui Wang, Guangxin Zhao, Cheng He
A multi-label social short text classification method based on contrastive learning and improved ml-KNN. Expert Syst. J. Knowl. Eng. 41 (7) (2024)
Ying Huang, Qingfeng Du, Yongqi Han, Cheng He, Fulong Tian
Semi-Supervised Metrics-Based Self-Training Root Cause Analysis for Cloud-Native Systems with Class-Imbalanced Data. ICASSP (2024)
Zihan Gao, Cheng He, Chuanji Zhang, Hongbin Li
Balancing Convergence and Diversity in Meta-Heuristics for Calibration of Instrument Transformers. CEC (2024)
Cheng He, Xinyang Chen, Guoting Chen, Wensheng Gan, Philippe Fournier-Viger
Mining credible attribute rules in dynamic attributed graphs. Expert Syst. Appl. 246 (2024)
Chaojun Ma, Yingying Xu, Qing Chen, Yang Jiao, Zeming Qu, Cheng He
Magnetic Sensor Array-Based Contactless Current Measurement for Multiconductor Systems Using Knowledge-Assisted Evolutionary Algorithm. IAS (2023)
Cheng He, Jing Wu, Jinglei Xu, Junling Wang
An improved algorithm on unbounded parallel-batching scheduling to minimize maximum cost and makespan. RAIRO Oper. Res. 57 (2) (2023)
Shujie Han, Patrick P. C. Lee, Zhirong Shen, Cheng He, Yi Liu, Tao Huang
StreamDFP: A General Stream Mining Framework for Adaptive Disk Failure Prediction. IEEE Trans. Computers 72 (2) (2023)
Xiaonan Shi, Rui Li, Qingfeng Du, Cheng He, Fulong Tian
LogFold: Enhancing Log Anomaly Detection Through Sequence Folding and Reconstruction. APSEC (2023)
Cheng He, Jia Ren, Wenjian Liu
Dynamic Causal Modeling and Online Collaborative Forecasting of Air Quality in Hong Kong and Macao. Entropy 25 (9) (2023)
Xudong Yang, Chengming Luo, Lingli Zhang, Fantong Kong, Cheng He, Gaifang Xin
A coarse to accurate noise-tolerant positioning evaluation for mobile target based on modified genetic algorithm. Ad Hoc Networks 143 (2023)
Yong Zhao, Zhengqiu Zhu, Bin Chen, Sihang Qiu, Jincai Huang, Xin Lu, Weiyi Yang, Chuan Ai, Kuihua Huang, Cheng He, Yucheng Jin, Zhong Liu, Fei-Yue Wang
Towards parallel intelligence: an interdisciplinary solution for complex systems. CoRR (2023)
Hongtao Li, Longyao Ran, Cheng He, Zhoupeng Ding, Shengyao Chen
Adaptive Beamforming with Sidelobe Level Control for Multiband Sparse Linear Array. Remote. Sens. 15 (20) (2023)
Chengming Luo, Xudong Yang, Xiyun Ge, Hao Liu, Cheng He, Gaifang Xin, Biao Wang
An Improved Particle-Filter-Based Hybrid Optimization Algorithm for IoT Positioning in Uncertain WSNs. IEEE Internet Things J. 10 (15) (2023)
Cheng He, Xuebo Zhang, Zhenjie Zhao
FaRo-PPF: Fast and Robust Point Pair Feature for 6D Pose Estimation in Industrial Stamping. ICARM (2023)
Long-Hua Hu, Xiaoliang Ma, Cheng He, Lei Wang, Jun Cheng
Autoencoder and Masked Image Encoding-Based Attentional Pose Network. PRCV (2) (2023)
Cheng He, Fulong Tian, Peijiao Xue, Yuan Wu, Yao Li, Jiajia Li, Zikai Wang, Feng Tan, Hongyang Chen, Linghe Kong
PatternRCA: A Pattern-Aware Root Cause Analysis Framework for Multi-Dimensional Time Series. ICDM (2023)
Cheng He, Jing Wu, Hao Lin
Two-agent bounded parallel-batching scheduling for minimizing maximum cost and makespan. Discret. Optim. 45 (2022)
Zi-rui Chen, Pu-yan Nie, Cheng He, Hui Zhang
The impacts of auction methods and market structure on patent portfolio value. Technol. Anal. Strateg. Manag. 34 (11) (2022)
Jiajia Li, Feng Tan, Cheng He, Zikai Wang, Haitao Song, Lingfei Wu, Pengwei Hu
HigeNet: A Highly Efficient Modeling for Long Sequence Time Series Prediction in AIOps. CoRR (2022)
Longxuan Yu, Jiajia Li, Tianyi Wang, Feng Tan, Cheng He, Haitao Song
T2I-Net: Time Series Classification via Deep Sequence-to-image Transformation Networks. ICNSC (2022)
Cheng He, Hao Lin, Xinxin Han
Two-agent scheduling on a bounded series-batch machine to minimize makespan and maximum cost. Discret. Appl. Math. 322 (2022)
Haitao Song, Yijun Chen, Jiajia Li, Tianyi Wang, Hao Shen, Cheng He
Energy Efficiency Forecasting for Central Air-conditioning Refrigeration Systems Based on Deep Neural Network. ICNSC (2022)
Xun-Yu Liu, Lei Wang, Xiaoliang Ma, Gongbin Chen, Cheng He, Jun Cheng
3D Human Pose and Shape Estimation from Video. iThings/GreenCom/CPSCom/SmartData/Cybermatics (2022)
Rui Li, Zhinan Cheng, Patrick P. C. Lee, Pinghui Wang, Yi Qiang, Lin Lan, Cheng He, Jinlong Lu, Mian Wang, Xinquan Ding
Automated Intelligent Healing in Cloud-Scale Data Centers. SRDS (2021)
Cheng He, Hao Lin, Li Li
Hierarchical minimization of two maximum costs on a bounded serial-batching machine. RAIRO Oper. Res. 55 (1) (2021)
Yonglu Ma, Cheng He, Xinxin Wang, Hongyuan Li
Analysis on Influencing Factors of Mechanical Characteristics of Four-split Downlead in Substation. AIAM (IEEE) (2021)
Cheng He, Hao Lin
Improved algorithms for two-agent scheduling on an unbounded serial-batching machine. Discret. Optim. 41 (2021)
Han Wu, Cheng He, Yunfeng Zhang
Screen Defect Detection Based on Machine Vision. AIAM (ACM) (2021)
Xingyi Wang, Yu Li, Yiquan Chen, Shiwen Wang, Yin Du, Cheng He, YuZhong Zhang, Pinan Chen, Xin Li, Wenjun Song, Qiang Xu, Li Jiang
On Workload-Aware DRAM Failure Prediction in Large-Scale Data Centers. VTS (2021)
Xiang Lan, Dianwen Ng, Yi Liu, Jiongzhou Liu, Fan Xu, Cheng He, Mengling Feng
Adversarial Domain Adaptation with Correlation-Based Association Networks for Longitudinal Disk Fault Prediction. IJCNN (2021)
Chengming Luo, Biao Wang, Yuxin Cao, Gaifang Xin, Cheng He, Lin Ma
A hybrid coverage control for enhancing UWSN localizability using IBSO-VFA. Ad Hoc Networks 123 (2021)
Fan Xu, Shujie Han, Patrick P. C. Lee, Yi Liu, Cheng He, Jiongzhou Liu
General Feature Selection for Failure Prediction in Large-scale SSD Deployment. DSN (2021)
Cheng He, Changchun Liu, Tao Wu, Ying Xu, Yang Wu, Tong Chen
Medical rolling bearing fault prognostics based on improved extreme learning machine. J. Comb. Optim. 42 (4) (2021)
Jun Wang, Yue Cao, Mei-Rong Wang, Cheng He
Research on Truck Appointment Optimization Based on Fusion of Genetic Algorithm and Ant Colony Algorithm. CACRE (2021)
Shujie Han, Patrick P. C. Lee, Fan Xu, Yi Liu, Cheng He, Jiongzhou Liu
An In-Depth Study of Correlated Failures in Production SSD-Based Data Centers. FAST (2021)
Cheng He, Shi-Sheng Li, Jing Wu
Simultaneous optimization scheduling with two agents on an unbounded serial-batching machine. RAIRO Oper. Res. 55 (6) (2021)
Shujie Han, Patrick P. C. Lee, Zhirong Shen, Cheng He, Yi Liu, Tao Huang
Toward Adaptive Disk Failure Prediction via Stream Mining. ICDCS (2020)
Zhenhao Hu, Chao Peng, Cheng He, Haibin Cai
IO-aware Factorization Machine for User Response Prediction. IJCNN (2020)
Yangguang Li, Zhen Ming (Jack) Jiang, Heng Li, Ahmed E. Hassan, Cheng He, Ruirui Huang, Zhengda Zeng, Mian Wang, Pinan Chen
Predicting Node Failures in an Ultra-Large-Scale Cloud Computing Platform: An AIOps Solution. ACM Trans. Softw. Eng. Methodol. 29 (2) (2020)
Cheng He, Chao Peng, Na Li, Xiang Chen, Zhengfeng Yang, Zhenhao Hu
CIFEF: Combining Implicit and Explicit Features for Friendship Inference in Location-Based Social Networks. KSEM (2) (2020)
Biao Wang, Fujiang Yu, Wenzhong Yang, Cheng He
An adaptive data detection algorithm based on intermittent chaos with strong noise background. Neural Comput. Appl. 32 (22) (2020)
Cheng He, Chunqi Xu, Hao Lin
Serial-batching scheduling with two agents to minimize makespan and maximum cost. J. Sched. 23 (5) (2020)
Biao Wang, Yufeng Ge, Cheng He, You Wu, Zhiyu Zhu
Study on communication channel estimation by improved SOMP based on distributed compressed sensing. EURASIP J. Wirel. Commun. Netw. 2019 (2019)
Cheng He, Yanqing Wang, Daoguo Zhou
New ε -Regularity Criteria of Suitable Weak Solutions of the 3D Navier-Stokes Equations at One Scale. J. Nonlinear Sci. 29 (6) (2019)
Cheng He, Yang Wu, Tong Chen
Prognostics and health management of life-supporting medical instruments. J. Comb. Optim. 37 (1) (2019)
Shujie Han, Jun Wu, Erci Xu, Cheng He, Patrick P. C. Lee, Yi Qiang, Qixing Zheng, Tao Huang, Zixi Huang, Rui Li
Robust Data Preprocessing for Machine-Learning-Based Disk Failure Prediction in Cloud Production Environments. CoRR (2019)
Gengchen Mai, Krzysztof Janowicz, Cheng He, Sumang Liu, Ni Lao
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset. CoRR (2018)
Cheng He, Chao Peng, Na Li, Xiang Chen, Lanying Guo
Exploiting Spatiotemporal Features to Infer Friendship in Location-Based Social Networks. PRICAI (2018)
Gengchen Mai, Krzysztof Janowicz, Cheng He, Sumang Liu, Ni Lao
POIReviewQA: A Semantically Enriched POI Retrieval and Question Answering Dataset. GIR@SIGSPATIAL (2018)
Hao Lin, Cheng He, Yixun Lin
Bicriteria scheduling for due date assignment with total weighted tardiness. RAIRO Oper. Res. 52 (2) (2018)
Yudong Qi, Cheng He, Weichao Si
MapReduce框架下的Skyline云资源选择算法 (Cloud Resource Selection Algorithm by Skyline under MapReduce Frame). 计算机科学 45 (6A) (2018)
Lanying Guo, Chao Peng, Cheng He
New Reversible Computing Algorithms for Shortest Paths Problem. ICIT (2018)
Lanying Guo, Chao Peng, Siyuan Chen, Cheng He
Reversible Programming Techniques for Shortest-Path Algorithms. IPCCC (2018)
Cheng He, Li Li
Hierarchical optimization on an unbounded parallel-batching machine. RAIRO Oper. Res. 52 (1) (2018)
Albert Bifet, Jiajin Zhang, Wei Fan, Cheng He, Jianfeng Zhang, Jianfeng Qian, Geoff Holmes, Bernhard Pfahringer
Extremely Fast Decision Tree Mining for Evolving Data Streams. KDD (2017)
Lujia Pan, Jianfeng Zhang, Patrick P. C. Lee, Hong Cheng, Cheng He, Caifeng He, Keli Zhang
An Intelligent Customer Care Assistant System for Large-Scale Cellular Network Diagnosis. KDD (2017)
Yudong Qi, Cheng He, Wei Yuan
基于PageRank的网站服务质量影响因素的重要性排序算法 (Algorithm of Importance Ranking for Influencing Factors of Website Service Quality Based on PageRank). 计算机科学 44 (Z11) (2017)
Cheng He, Hao Lin
Notes on a hierarchical scheduling problem on identical machines. Inf. Process. Lett. 120 (2017)
Cheng He, Joseph Y.-T. Leung
Two-agent scheduling of time-dependent jobs. J. Comb. Optim. 34 (2) (2017)
Yaliang Li, Jing Gao, Patrick P. C. Lee, Lu Su, Caifeng He, Cheng He, Fan Yang, Wei Fan
A Weighted Crowdsourcing Approach for Network Quality Measurement in Cellular Data Networks. IEEE Trans. Mob. Comput. 16 (2) (2017)
Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi
SAND: A fault-tolerant streaming architecture for network traffic analytics. J. Syst. Softw. 122 (2016)
Cheng He, Hao Lin
Hierarchical optimization with double due dates on an unbounded parallel-batching machine to minimize maximum lateness. 4OR 14 (2) (2016)
Cheng He, Joseph Y.-T. Leung, Kangbok Lee, Michael L. Pinedo
Scheduling a single machine with parallel batching to minimize makespan and total rejection cost. Discret. Appl. Math. 204 (2016)
Ying Zhou, Yongsheng Liang, Wei Liu, Cheng He, Yue Zhu
Saliency Region and Motion Characteristics Combined Video Quality Assessment. J. Inf. Hiding Multim. Signal Process. 7 (4) (2016)
Cheng He, Joseph Y.-T. Leung, Kangbok Lee, Michael L. Pinedo
An improved binary search algorithm for the Multiple-Choice Knapsack Problem. RAIRO Oper. Res. 50 (4-5) (2016)
Cheng He, Joseph Y.-T. Leung, Kangbok Lee, Michael L. Pinedo
Improved algorithms for single machine scheduling with release dates and rejections. 4OR 14 (1) (2016)
Zhenxian Hu, Yi-Chao Chen, Lili Qiu, Guangtao Xue, Hongzi Zhu, Nicholas Zhang, Cheng He, Lujia Pan, Caifeng He
An In-depth Analysis of 3G Traffic and Performance. AllThingsCellular@SIGCOMM (2015)
Jiefeng Cheng, Qin Liu, Zhenguo Li, Wei Fan, John C. S. Lui, Cheng He
VENUS: Vertex-centric streamlined graph computation on a single PC. ICDE (2015)
Qun Huang, Patrick P. C. Lee, Caifeng He, Jianfeng Qian, Cheng He
Fine-grained dissection of WeChat in cellular networks. IWQoS (2015)
Albert Bifet, Silviu Maniu, Jianfeng Qian, Guangjian Tian, Cheng He, Wei Fan
StreamDM: Advanced Data Mining in Spark Streaming. ICDM Workshops (2015)
Ge Luo, Ke Yi, Siu-Wing Cheng, Zhenguo Li, Wei Fan, Cheng He, Yadong Mu
Piecewise linear approximation of streaming time series data with max-error guarantees. ICDE (2015)
Cheng He, Hao Lin, Yixun Lin
Bounded serial-batching scheduling for minimizing maximum lateness and makespan. Discret. Optim. 16 (2015)
Qin Liu, John C. S. Lui, Cheng He, Lujia Pan, Wei Fan, Yunlong Shi
SAND: A Fault-Tolerant Streaming Architecture for Network Traffic Analytics. DSN (2014)
Cheng He, Hao Lin, Xiumei Wang
Single machine bicriteria scheduling with equal-length jobs to minimize total weighted completion time and maximum cost. 4OR 12 (1) (2014)
Cheng He, Hao Lin, Jinjiang Yuan, Yundong Mu
Batching Machine Scheduling with bicriteria: Maximum Cost and makespan. Asia Pac. J. Oper. Res. 31 (4) (2014)
Lujia Pan, Jianfeng Qian, Caifeng He, Wei Fan, Cheng He, Fan Yang
NIM: Scalable Distributed Stream Process System on Mobile Network Data. ICDM Workshops (2013)
Mahmoud Taghizadeh, Haiyong Xie, Cheng He, Gong Zhang
Characterizing smart phone traffic: A mobile carrier's perspective. IM (2013)
Cheng He, Hao Lin, Yixun Lin, Ji Tian
Bicriteria scheduling on a series-batching machine to minimize maximum cost and makespan. Central Eur. J. Oper. Res. 21 (1) (2013)
Cheng He, Xiumei Wang, Yixun Lin, Yundong Mu
An Improved Algorithm for a Bicriteria Batching Scheduling Problem. RAIRO Oper. Res. 47 (1) (2013)
Xiumei Wang, Cheng He, Yixun Lin
Removable Edges in Near-bricks. Discret. Math. Theor. Comput. Sci. 15 (2) (2013)
Li Qian, Edmond W. W. Chan, Patrick P. C. Lee, Cheng He
Characterization of 3G control-plane signaling overhead from a data-plane perspective. MSWiM (2012)
Meiyi Li, Qianqian Qiu, Cheng He
An improved adaptive differential evolution based on double populations for constrained optimization problems. ICNC (2012)
Xiuqiang He, Patrick P. C. Lee, Lujia Pan, Cheng He, John C. S. Lui
A Panoramic View of 3G Data/Control-Plane Traffic: Mobile Device Perspective. Networking (1) (2012)
Cheng He, Yixun Lin, Jinjiang Yuan
A note on the single machine scheduling to minimize the number of tardy jobs with deadlines. Eur. J. Oper. Res. 201 (3) (2010)
Cheng He, Shuqin Li
Construction of Temporal Data Management Platform Based on Extensions to Non-Temporal RDBMS. DBTA (2010)
Cheng He, Yixun Lin, Jinjiang Yuan
Some Improved Algorithms on the Single Machine Hierarchical Scheduling with Total tardiness as the Primary Criterion. Asia Pac. J. Oper. Res. 27 (5) (2010)
Cheng He, Yixun Lin, Jinjiang Yuan
A DP algorithm for minimizing makespan and total completion time on a series-batching machine. Inf. Process. Lett. 109 (12) (2009)
Ruyan Fu, Ji Tian, Jinjiang Yuan, Cheng He
On-line scheduling on a batch machine to minimize makespan with limited restarts. Oper. Res. Lett. 36 (2) (2008)
Cheng He, Yixun Lin, Jinjiang Yuan
Bicriteria scheduling on a batching machine to minimize maximum lateness and makespan. Theor. Comput. Sci. 381 (1-3) (2007)