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Xiang Ma 0006
Person information
- affiliation: Shandong University, School of Software, Jinan, China
Other persons with the same name
- Xiang Ma — disambiguation page
- Xiang Ma 0001
— Zhejiang University, College of Control Science and Engineering, Hangzhou, China - Xiang Ma 0002
— Utah State University, Department of Electrical and Computer Engineering, Logan, UT, USA - Xiang Ma 0003
— China University of Mining and Technology, School of Information and Control Engineering, Xuzhou, China - Xiang Ma 0004
— China Jiliang University, College of Information Engineering, Hangzhou, China - Xiang Ma 0005
— SINTEF Industry, Oslo, Norway (and 1 more) - Xiang Ma 0007
— Nanjing University, School of Electronic Science and Engineering, China
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2020 – today
- 2025
[j12]Guangle Song, Tianlong Zhao
, Xiang Ma
, Peiguang Lin, Chaoran Cui:
Reinforcement learning-based portfolio optimization with deterministic state transition. Inf. Sci. 690: 121538 (2025)
[j11]Guangpo Tian
, Yunyang Xu
, Xiang Ma
, Xuemei Li
, Caiming Zhang
:
MDWConv:CNN based on multi-scale atrous pyramid and depthwise separable convolution for long time series forecasting. Neural Networks 185: 107139 (2025)
[j10]Tianlong Zhao
, Lexin Fang
, Xiang Ma
, Xue-mei Li
, Caiming Zhang
:
TFformer: A time-frequency domain bidirectional sequence-level attention based transformer for interpretable long-term sequence forecasting. Pattern Recognit. 158: 110994 (2025)
[i3]Xiang Ma, Litian Xu, Lexin Fang, Caiming Zhang, Lizhen Cui:
Reliable Cross-modal Alignment via Prototype Iterative Construction. CoRR abs/2510.11175 (2025)- 2024
[c2]Xiang Ma, Xuemei Li, Lexin Fang, Tianlong Zhao, Caiming Zhang:
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. AAAI 2024: 14255-14262
[c1]Xiang Ma
, Xuemei Li
, Lexin Fang
, Caiming Zhang
:
Bridging the Modality Gap: Dimension Information Alignment and Sparse Spatial Constraint for Image-Text Matching. ACM Multimedia 2024: 5074-5082
[i2]Xiang Ma, Xuemei Li, Lexin Fang
, Tianlong Zhao, Caiming Zhang:
U-Mixer: An Unet-Mixer Architecture with Stationarity Correction for Time Series Forecasting. CoRR abs/2401.02236 (2024)- 2023
[j9]Wenzhi Feng
, Xiang Ma, Xuemei Li
, Caiming Zhang:
A representation learning framework for stock movement prediction. Appl. Soft Comput. 144: 110409 (2023)
[j8]Chenxun Yuan
, Xiang Ma
, Hua Wang
, Caiming Zhang
, Xuemei Li
:
COVID19-MLSF: A multi-task learning-based stock market forecasting framework during the COVID-19 pandemic. Expert Syst. Appl. 217: 119549 (2023)
[j7]Tianlong Zhao
, Xiang Ma
, Xuemei Li
, Caiming Zhang
:
Asset correlation based deep reinforcement learning for the portfolio selection. Expert Syst. Appl. 221: 119707 (2023)
[j6]Xiang Ma
, Xuemei Li, Wenzhi Feng, Lexin Fang
, Caiming Zhang
:
Dynamic graph construction via motif detection for stock prediction. Inf. Process. Manag. 60(6): 103480 (2023)
[i1]Tianlong Zhao, Xiang Ma, Xuemei Li, Caiming Zhang:
MPR-Net: Multi-Scale Pattern Reproduction Guided Universality Time Series Interpretable Forecasting. CoRR abs/2307.06736 (2023)- 2022
[j5]Xingtong Chen, Xiang Ma
, Hua Wang, Xuemei Li, Caiming Zhang:
A hierarchical attention network for stock prediction based on attentive multi-view news learning. Neurocomputing 504: 1-15 (2022)
[j4]Xiang Ma, Tianlong Zhao
, Qiang Guo
, Xuemei Li, Caiming Zhang:
Fuzzy hypergraph network for recommending top-K profitable stocks. Inf. Sci. 613: 239-255 (2022)
[j3]Tengteng Liu
, Xiang Ma
, Shuo Li, Xuemei Li
, Caiming Zhang:
A stock price prediction method based on meta-learning and variational mode decomposition. Knowl. Based Syst. 252: 109324 (2022)- 2021
[j2]Xiang Ma
, Xuemei Li, Yuanfeng Zhou, Caiming Zhang:
Image smoothing based on global sparsity decomposition and a variable parameter. Comput. Vis. Media 7(4): 483-497 (2021)- 2020
[j1]Yepeng Liu
, Xiang Ma
, Xuemei Li, Caiming Zhang:
Two-stage image smoothing based on edge-patch histogram equalisation and patch decomposition. IET Image Process. 14(6): 1132-1140 (2020)
Coauthor Index

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last updated on 2025-11-23 20:59 CET by the dblp team
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