Chiao-Ting Chen

Publication Activity (10 Years)

Years Active: 2016-2024
Publications (10 Years): 21

Top Topics

Portfolio Management

Trading Strategies

Recommendation Systems

Learning Algorithm

Top Venues

ACM Trans. Intell. Syst. Technol.

ACM Trans. Knowl. Discov. Data

Publications

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) (2024)
Chi-Wei Hsu, Chiao-Ting Chen, Szu-Hao Huang
Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation. ACM Trans. Knowl. Discov. Data 18 (3) (2024)
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) (2024)
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) (2024)
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 (2023)
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) (2023)
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) (2023)
Min-You Chen, Chiao-Ting Chen, Szu-Hao Huang
Knowledge distillation for portfolio management using multi-agent reinforcement learning. Adv. Eng. Informatics 57 (2023)
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 (2023)
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) (2023)
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) (2022)
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) (2022)
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 (2022)
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 (2022)
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 (2021)
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 (2021)
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 (2021)
Chin Chou, Jhih-Chen Liu, Chiao-Ting Chen, Szu-Hao Huang
Deep Learning in Model Risk Neutral Distribution for Option Pricing. ICA (2019)
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)
Chiao-Ting Chen, An-Pin Chen, Szu-Hao Huang
Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm. ICA (2018)
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)