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ORCIDSheng Xiang
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Journal Articles
- 2025
[j32]Haobing Liu, Pengfei Gao, Sheng Xiang, Hong Zhu, Jia Chen, Qingyan Fu:
A Python toolkit for integrating geographic information system into regulatory dispersion models for refined pollution modeling. Environ. Model. Softw. 183: 106219 (2025)- [j31]Dawei Cheng, Yao Zou, Sheng Xiang, Changjun Jiang:
Graph neural networks for financial fraud detection: a review. Frontiers Comput. Sci. 19(9): 199609 (2025) - [j30]Sheng Xiang, Penghua Li, Jun Luo, Yi Qin:
Micro Transfer Learning Mechanism for Cross-Domain Equipment RUL Prediction. IEEE Trans Autom. Sci. Eng. 22: 1460-1470 (2025) - 2024
- [j29]Jinyin Chen
, Xiaoming Zhao, Haibin Zheng, Xiao Li, Sheng Xiang, Haifeng Guo:
Robust knowledge distillation based on feature variance against backdoored teacher model. Appl. Soft Comput. 163: 111907 (2024) - [j28]Xiaohu Liu, Defu Chen, Xianbao Wang, Sheng Xiang, Xuwen Zhou:
Rep-MCA-former: An efficient multi-scale convolution attention encoder for text-independent speaker verification. Comput. Speech Lang. 85: 101600 (2024) - [j27]Sheng Xiang, Penghua Li, Yi Huang, Jun Luo, Yi Qin:
Single gated RNN with differential weighted information storage mechanism and its application to machine RUL prediction. Reliab. Eng. Syst. Saf. 242: 109741 (2024) - [j26]Jinyin Chen, Danxin Liao, Shilian Zheng, Linhui Ye, Chenyu Jia, Haibin Zheng, Sheng Xiang:
RobustRMC: Robustness Interpretable Deep Neural Network for Radio Modulation Classification. IEEE Trans. Cogn. Commun. Netw. 10(4): 1218-1240 (2024) - [j25]Hongming Yang, Dingzhong Xu, Sheng Xiang, Bangzhe Yin, Mingyong Lai, Emmanuel Ackom, Archie James Johnston:
Locational Marginal Carbon Emission of Power Grids Approach: Optimal Scheduling of Recycling Electricity/Heat Rural Supply System Based on Waste Feedstock. IEEE Trans. Netw. Sci. Eng. 11(6): 5549-5563 (2024) - [j24]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) - 2023
- [j23]Junren Shi, Jun Gao, Sheng Xiang:
Adaptively Lightweight Spatiotemporal Information-Extraction-Operator-Based DL Method for Aero-Engine RUL Prediction. Sensors 23(13): 6163 (2023) - [j22]Wenjun Zhou, Yuheng Deng, Bo Peng, Sheng Xiang, Shun'ichi Kaneko:
Co-occurrence spatial-temporal model for adaptive background initialization in high-dynamic complex scenes. Signal Process. Image Commun. 119: 117056 (2023) - [j21]Hongming Yang, Zefeng Yang, Sheng Xiang, Huan Zhao, Emmanuel Ackom:
A Double-Chain Blockchain With Economic Attributes and Network Constraints of Prosumer Transactions. IEEE Trans. Ind. Informatics 19(3): 2351-2362 (2023) - [j20]Dawei Cheng, Chen Chen, Xiaoyang Wang, Sheng Xiang:
Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs. IEEE Trans. Knowl. Data Eng. 35(2): 1460-1472 (2023) - [j19]Dawei Cheng, Yujia Ye, Sheng Xiang, Zhenwei Ma, Ying Zhang, Changjun Jiang:
Anti-Money Laundering by Group-Aware Deep Graph Learning. IEEE Trans. Knowl. Data Eng. 35(12): 12444-12457 (2023) - 2022
- [j18]Hongming Yang, Bowen Chen, Sheng Xiang, Junpeng Liu, Emmanuel Ackom:
Distributionally robust optimal dispatch modelling of renewable-dominated power system and implementation path for carbon peak. Comput. Ind. Eng. 163: 107797 (2022) - [j17]Dawei Cheng, Fangzhou Yang, Sheng Xiang, Jin Liu:
Financial time series forecasting with multi-modality graph neural network. Pattern Recognit. 121: 108218 (2022) - [j16]Sheng Xiang, Yi Qin, Fuqiang Liu, Konstantinos C. Gryllias:
Automatic multi-differential deep learning and its application to machine remaining useful life prediction. Reliab. Eng. Syst. Saf. 223: 108531 (2022) - [j15]Dingliang Chen, Yi Qin, Jun Luo, Sheng Xiang:
Gated Adaptive Hierarchical Attention Unit Neural Networks for the Life Prediction of Servo Motors. IEEE Trans. Ind. Electron. 69(9): 9451-9461 (2022) - [j14]Sheng Xiang, Yi Qin, Jun Luo, Huayan Pu:
Spatiotemporally Multidifferential Processing Deep Neural Network and its Application to Equipment Remaining Useful Life Prediction. IEEE Trans. Ind. Informatics 18(10): 7230-7239 (2022) - [j13]Sheng Xiang, Dong Wen, Dawei Cheng, Ying Zhang, Lu Qin, Zhengping Qian, Xuemin Lin:
General graph generators: experiments, analyses, and improvements. VLDB J. 31(5): 897-925 (2022) - 2021
- [j12]Sheng Xiang, Yi Qin, Jun Luo, Huayan Pu, Baoping Tang:
Multicellular LSTM-based deep learning model for aero-engine remaining useful life prediction. Reliab. Eng. Syst. Saf. 216: 107927 (2021) - [j11]Yi Qin, Dingliang Chen, Sheng Xiang, Caichao Zhu:
Gated Dual Attention Unit Neural Networks for Remaining Useful Life Prediction of Rolling Bearings. IEEE Trans. Ind. Informatics 17(9): 6438-6447 (2021) - 2020
- [j10]Sheng Xiang, Yi Qin, Caichao Zhu, Yangyang Wang, Haizhou Chen:
Long short-term memory neural network with weight amplification and its application into gear remaining useful life prediction. Eng. Appl. Artif. Intell. 91: 103587 (2020) - [j9]Sheng Xiang, Dong Liang, Shun'ichi Kaneko, Hirokazu Asano:
Robust defect detection in 2D images printed on 3D micro-textured surfaces by multiple paired pixel consistency in orientation codes. IET Image Process. 14(14): 3373-3384 (2020) - [j8]Yi Qin, Sheng Xiang, Yi Chai, Haizhou Chen:
Macroscopic-Microscopic Attention in LSTM Networks Based on Fusion Features for Gear Remaining Life Prediction. IEEE Trans. Ind. Electron. 67(12): 10865-10875 (2020) - [j7]Sheng Xiang, Liuchen Chang, Bo Cao, Yigang He, Chaolong Zhang:
A Novel Domestic Electric Water Heater Control Method. IEEE Trans. Smart Grid 11(4): 3246-3256 (2020) - 2019
- [j6]Chaolong Zhang, Yigang He, Lifen Yuan, Sheng Xiang:
A multiple heterogeneous kernel RVM approach for analog circuit fault prognostic. Clust. Comput. 22(Supplement): 3849-3861 (2019) - [j5]Xin Wang, Yi Qin, Yi Wang, Sheng Xiang, Haizhou Chen:
ReLTanh: An activation function with vanishing gradient resistance for SAE-based DNNs and its application to rotating machinery fault diagnosis. Neurocomputing 363: 88-98 (2019) - 2018
- [j4]Chaolong Zhang, Yigang He, Lifeng Yuan, Sheng Xiang:
Analog Circuit Incipient Fault Diagnosis Method Using DBN Based Features Extraction. IEEE Access 6: 23053-23064 (2018) - 2017
- [j3]Chaolong Zhang, Yigang He, Lifeng Yuan, Sheng Xiang:
Capacity Prognostics of Lithium-Ion Batteries using EMD Denoising and Multiple Kernel RVM. IEEE Access 5: 12061-12070 (2017) - 2016
- [j2]Chaolong Zhang, Yigang He, Lifen Yuan, Wei He, Sheng Xiang, Zhigang Li:
A Novel Approach for Diagnosis of Analog Circuit Fault by Using GMKL-SVM and PSO. J. Electron. Test. 32(5): 531-540 (2016) - 2015
- [j1]Chaolong Zhang, Yigang He, Lifeng Yuan, Sheng Xiang, Jin-Ping Wang:
Prognostics of Lithium-Ion Batteries Based on Wavelet Denoising and DE-RVM. Comput. Intell. Neurosci. 2015: 918305:1-918305:8 (2015)
Conference and Workshop Papers
- 2024
- [c18]Enxia Li, Jin Ouyang, Sheng Xiang, Lu Qin, Ling Chen:
Relation-Aware Heterogeneous Graph Neural Network for Fraud Detection. APWeb/WAIM (3) 2024: 240-255 - [c17]Yao Zou, Sheng Xiang, Qijun Miao, Dawei Cheng, Changjun Jiang:
Subgraph Patterns Enhanced Graph Neural Network for Fraud Detection. DASFAA (6) 2024: 375-384 - [c16]Sheng Xiang, Wenlong Lu, Weikun Bian, Zhang Wei, Cong Sun, Zhen Liu:
Minimum Jerk Trajectory Planning for a Redundant Actuated Three-DOF Cable-Suspended Parallel Robot with Parallelogram Architecture. ICIRA (1) 2024: 166-181 - 2023
- [c15]Sheng Xiang, Mingzhi Zhu, Dawei Cheng, Enxia Li, Ruihui Zhao, Yi Ouyang, Ling Chen, Yefeng Zheng:
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation. AAAI 2023: 14557-14565 - [c14]Xiaodan Liu, Yang Li, Jing Liao, Yuanfu Tang, Binkun Xu, Sheng Xiang, Wei Meng, Ke Meng:
Design of Trading Mode and Decision-Making for Independent Energy Storage Participating in in-depth Peak Regulation. CRC 2023: 106-111 - [c13]Xiaodan Liu, Yuanfu Tang, Yang Li, Jing Liao, Binkun Xu, Sheng Xiang, Yuqing Liu, Ke Meng:
Novel Energy Storage Devices Operation Control Strategy Based on Spot Market. CRC 2023: 196-201 - [c12]Yang Li, Binkun Xu, Anrong Gong, Ke Meng, Shengjie Geng, Sheng Xiang:
Price Modeling and Influencing Factors Analysis of STATE GRID APP Mechanism. CRC 2023: 248-253 - 2022
- [c11]Sheng Xiang, Dawei Cheng, Chencheng Shang, Ying Zhang, Yuqi Liang:
Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction. CIKM 2022: 3584-3593 - [c10]Dawei Cheng, Chen Chen, Xiaoyang Wang, Sheng Xiang:
Efficient Top-k Vulnerable Nodes Detection in Uncertain Graphs (Extended abstract). ICDE 2022: 1547-1548 - [c9]Sheng Xiang, Dawei Cheng, Jianfu Zhang, Zhenwei Ma, Xiaoyang Wang, Ying Zhang:
Efficient Learning-based Community-Preserving Graph Generation. ICDE 2022: 1982-1994 - 2021
- [c8]Yuhang He, Sheng Xiang, Wenjun Zhou, Bo Peng, Ruohan Wang, Linman Li:
A Novel Contrast Operator for Robust Object Searching. CIS 2021: 309-313 - 2020
- [c7]Dawei Cheng, Sheng Xiang, Chencheng Shang, Yiyi Zhang, Fangzhou Yang, Liqing Zhang:
Spatio-Temporal Attention-Based Neural Network for Credit Card Fraud Detection. AAAI 2020: 362-369 - [c6]Sheng Xiang, Haibo Gao, Zhen Liu, Clément Gosselin:
Trajectory Optimization for a Six-DOF Cable-Suspended Parallel Robot with Dynamic Motions Beyond the Static Workspace. ICRA 2020: 3903-3908 - [c5]Sheng Xiang, Shun'ichi Kaneko, Dong Liang:
Robust Method for Detecting Defect in Images Printed on 3D Micro-textured Surfaces: Modified Multiple Paired Pixel Consistency. VISIGRAPP (5: VISAPP) 2020: 260-267 - 2018
- [c4]Yaping Yan, Sheng Xiang, Hirokazu Asano, Shun'ichi Kaneko:
Accumulated Aggregation Shifting Based on Feature Enhancement for Defect Detection on 3D Textured Low-Contrast Surfaces. ICPR 2018: 2965-2970 - 2017
- [c3]Sheng Xiang, Yigang He, Liuchen Chang, Kehan Wu, Chaolong Zhang:
An Improved Quantum-Inspired Evolutionary Algorithm for Knapsack Problems. ICCCS (2) 2017: 694-708 - 2016
- [c2]Sheng Xiang, Haibo Gao, Zheng Liu, Haitao Yu, Zongquan Deng:
A novel active suspension gravity compensation system for physically simulating human walking in microgravity. ROBIO 2016: 1052-1057 - 2015
- [c1]Yupeng Ren, Chao Hu, Sheng Xiang, Zhongqing Feng:
Magnetic dipole model in the near-field. ICIA 2015: 1085-1089
Informal and Other Publications
- 2024
- [i6]Jinyin Chen, Xiaoming Zhao, Haibin Zheng, Xiao Li, Sheng Xiang, Haifeng Guo:
Robust Knowledge Distillation Based on Feature Variance Against Backdoored Teacher Model. CoRR abs/2406.03409 (2024) - [i5]Peng Zhu, Yuante Li, Yifan Hu, Sheng Xiang, Qinyuan Liu, Dawei Cheng, Yuqi Liang:
MCI-GRU: Stock Prediction Model Based on Multi-Head Cross-Attention and Improved GRU. CoRR abs/2410.20679 (2024) - [i4]Jinyin Chen, Danxin Liao, Sheng Xiang, Haibin Zheng:
LiDAttack: Robust Black-box Attack on LiDAR-based Object Detection. CoRR abs/2411.01889 (2024) - [i3]Dawei Cheng, Yao Zou, Sheng Xiang, Changjun Jiang:
Graph Neural Networks for Financial Fraud Detection: A Review. CoRR abs/2411.05815 (2024) - [i2]Sheng Xiang, Mingzhi Zhu, Dawei Cheng, Enxia Li, Ruihui Zhao, Yi Ouyang, Ling Chen, Yefeng Zheng:
Semi-supervised Credit Card Fraud Detection via Attribute-Driven Graph Representation. CoRR abs/2412.18287 (2024) - 2023
- [i1]Sheng Xiang, Dawei Cheng, Chencheng Shang, Ying Zhang, Yuqi Liang:
Temporal and Heterogeneous Graph Neural Network for Financial Time Series Prediction. CoRR abs/2305.08740 (2023)
Coauthor Index
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