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Qiqiao He

Qi-Qiao He

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2020 – today

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2026
[j6]
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Qi-Qiao He, Xueyuan Gong, Yain-Whar Si:
Fourier augmented domain adaptation with soft pseudo-labelling for classifying time series. Appl. Soft Comput. 189: 114554 (2026)
2025
[j5]
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  - journals/entropy/YanYWHZHL25
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Keyue Yan, Zihuan Yue, Chi Chong Wu, Qiqiao He, Jiaming Zhou, Zhihao Hao, Ying Li:
Flexible Target Prediction for Quantitative Trading in the American Stock Market: A Hybrid Framework Integrating Ensemble Models, Fusion Models and Transfer Learning. Entropy 28(1): 84 (2025)
[j4]
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Qi-Qiao He, Xueyuan Gong, Yain-Whar Si:
Collaborative learning with normalization augmentation for domain generalization in time series classification. J. Supercomput. 81(1): 114 (2025)
[c5]
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Hou-Wan Long, On-In Ho, Qi-Qiao He, Yain-Whar Si:
Transfer Learning in Financial Time Series with Gramian Angular Field (Student Abstract). AAAI 2025: 29418-29420
[c4]
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Chuanbin Zhang, Kai Li, Jianbin Wang, Qiqiao He, Hongbo Li, Zhenghao Liang:
Fuzzy Knowledge Distillation. CNML 2025: 7-11
[c3]
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Hou-Wan Long, On-In Ho, Qi-Qiao He, Yain-Whar Si:
Transfer Learning in Financial Time Series with Gramian Angular Field. IJCNN 2025: 1-10
[i2]
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  - journals/corr/abs-2504-00378
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Hou-Wan Long, On-In Ho, Qi-Qiao He, Yain-Whar Si:
Transfer Learning in Financial Time Series with Gramian Angular Field. CoRR abs/2504.00378 (2025)
2023
[j3]
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  - journals/apin/HeSS23
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Qi-Qiao He, Shirley Weng In Siu, Yain-Whar Si:
Instance-based deep transfer learning with attention for stock movement prediction. Appl. Intell. 53(6): 6887-6908 (2023)
[j2]
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Qi-Qiao He, Shirley Weng In Siu, Yain-Whar Si:
Attentive recurrent adversarial domain adaptation with Top-k pseudo-labeling for time series classification. Appl. Intell. 53(11): 13110-13129 (2023)
2022
[j1]
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Qi-Qiao He, Cuiyu Wu, Yain-Whar Si:
LSTM with particle Swam optimization for sales forecasting. Electron. Commer. Res. Appl. 51: 101118 (2022)
2021
[i1]
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  - journals/corr/abs-2103-15593
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Qi-Qiao He, Patrick Cheong-Iao Pang, Yain-Whar Si:
Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting. CoRR abs/2103.15593 (2021)
2020
[c2]
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  - conf/webi/HePS20
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Qi-Qiao He, Patrick Cheong-Iao Pang, Yain-Whar Si:
Multi-source Transfer Learning with Ensemble for Financial Time Series Forecasting. WI/IAT 2020: 227-233

2010 – 2019

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2019
[c1]
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Qi-Qiao He, Patrick Cheong-Iao Pang, Yain-Whar Si:
Transfer Learning for Financial Time Series Forecasting. PRICAI (2) 2019: 24-36

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