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2020 – today
- 2025
[j18]Jain-Wun Su, Chiao-Ting Chen, De-Ren Toh, Szu-Hao Huang
:
Evolving intra-and inter-session graph fusion for next item recommendation. Inf. Fusion 114: 102691 (2025)- 2024
- [j17]Sin-Jing Lin, Chiao-Ting Chen, Szu-Hao Huang:
Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings. IEEE Trans. Comput. Soc. Syst. 11(3): 3193-3206 (2024) - [j16]Jhih-Chen Liu, Chiao-Ting Chen, Chi Lee, Szu-Hao Huang:
Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System. ACM Trans. Intell. Syst. Technol. 15(2): 33:1-33:26 (2024) - [j15]Chiao-Ting Chen, Chi Lee, Szu-Hao Huang, Wen-Chih Peng:
Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning. ACM Trans. Intell. Syst. Technol. 15(2): 35:1-35:29 (2024) - [j14]Chi-Wei Hsu, Chiao-Ting Chen, Szu-Hao Huang:
Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation. ACM Trans. Knowl. Discov. Data 18(3): 57:1-57:34 (2024) - 2023
- [j13]Min-You Chen, Chiao-Ting Chen, Szu-Hao Huang:
Knowledge distillation for portfolio management using multi-agent reinforcement learning. Adv. Eng. Informatics 57: 102096 (2023) - [j12]Fei-Fan He, Chiao-Ting Chen, Szu-Hao Huang:
A multi-agent virtual market model for generalization in reinforcement learning based trading strategies. Appl. Soft Comput. 134: 109985 (2023) - [j11]Wei-Chia Huang, Chiao-Ting Chen, Chi Lee, Fan-Hsuan Kuo, Szu-Hao Huang:
Attentive gated graph sequence neural network-based time-series information fusion for financial trading. Inf. Fusion 91: 261-276 (2023) - [j10]Wun-Ting Yang, Chiao-Ting Chen, Chuan-Yun Sang, Szu-Hao Huang:
Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation. ACM Trans. Intell. Syst. Technol. 14(3): 57:1-57:25 (2023) - [j9]Ting-Yun Wang, Chiao-Ting Chen, Ju-Chun Huang, Szu-Hao Huang:
Modeling Cross-session Information with Multi-interest Graph Neural Networks for the Next-item Recommendation. ACM Trans. Knowl. Discov. Data 17(1): 1:1-1:28 (2023) - [j8]Yao-Chun Yang, Chiao-Ting Chen, Tzu-Yu Lu, Szu-Hao Huang:
Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions. IEEE Trans. Serv. Comput. 16(5): 3439-3452 (2023) - 2022
- [j7]Pei-Ying Hsu, Chiao-Ting Chen, Chin Chou, Szu-Hao Huang:
Explainable mutual fund recommendation system developed based on knowledge graph embeddings. Appl. Intell. 52(9): 10779-10804 (2022) - [j6]Yu-Cen Lin, Chiao-Ting Chen, Chuan-Yun Sang, Szu-Hao Huang:
Multiagent-based deep reinforcement learning for risk-shifting portfolio management. Appl. Soft Comput. 123: 108894 (2022) - [j5]Yi-Ching Chou, Chiao-Ting Chen, Szu-Hao Huang:
Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering. Expert Syst. Appl. 192: 116311 (2022) - [j4]Zih-Wun Wu, Chiao-Ting Chen, Szu-Hao Huang:
Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning. Neural Comput. Appl. 34(4): 3097-3115 (2022) - 2021
- [j3]Yu-Ying Chen, Chiao-Ting Chen, Chuan-Yun Sang, Yao-Chun Yang, Szu-Hao Huang:
Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy. IEEE Access 9: 50667-50685 (2021) - [j2]Chia-Hsuan Kuo, Chiao-Ting Chen, Sin-Jing Lin, Szu-Hao Huang:
Improving Generalization in Reinforcement Learning-Based Trading by Using a Generative Adversarial Market Model. IEEE Access 9: 50738-50754 (2021) - [j1]Pei-Ying Wang, Chiao-Ting Chen, Jain-Wun Su, Ting-Yun Wang, Szu-Hao Huang:
Deep Learning Model for House Price Prediction Using Heterogeneous Data Analysis Along With Joint Self-Attention Mechanism. IEEE Access 9: 55244-55259 (2021)
2010 – 2019
- 2019
- [c4]Chiao-Ting Chen, Lin-Kuan Chiang, Yi-Cheng Huang, Szu-Hao Huang:
Forecasting Interaction of Exchange Rates Between Fiat Currencies and Cryptocurrencies Based on Deep Relation Networks. ICA 2019: 69-72 - [c3]Chin Chou, Jhih-Chen Liu, Chiao-Ting Chen, Szu-Hao Huang:
Deep Learning in Model Risk Neutral Distribution for Option Pricing. ICA 2019: 95-98 - 2018
- [c2]Chiao-Ting Chen, An-Pin Chen, Szu-Hao Huang:
Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm. ICA 2018: 34-37 - 2016
- [c1]Chiao-Ting Chen, Chih-Yen Hsiao, Jiun-Yi Lin, Shih-Jung Huang, Yang Chang, Szu-Hao Huang:
Decision Support System for Real-Time Trading Based on On-Line Learning and Parallel Computing Techniques. CCBD 2016: 151-156
Coauthor Index
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