Szu-Hao Huang - RankMe

63 papers A 1B 4Misc 1Journal 39Unranked 18

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	Contextual reinforcement learning for market making via multi-task self-supervised learning. Eng. Appl. Artif. Intell. Pin-Yao Wen, Szu-Hao Huang, Chiao-Ting Chen, Yi-Tang Fang
2026	J	`jnl`	Financial reinforcement learning under concept drift based on knowledge distillation and curriculum learning. Decis. Support Syst. Chang'an Wang, Szu-Hao Huang, Chiao-Ting Chen, Yi-Tang Fang
2026	J	`jnl`	RGAL: Node-adaptive training strategies for reinforced graph adversarial learning. Pattern Recognit. Wan-Ju Wu, Szu-Hao Huang, Chiao-Ting Chen, Shuo Fang
2025	J	`jnl`	Evolving intra-and inter-session graph fusion for next item recommendation. Inf. Fusion Jain-Wun Su, Chiao-Ting Chen, De-Ren Toh, Szu-Hao Huang
2025	J	`jnl`	FairCDSR: Fairness-Aware Cross-Domain Sequential Recommendation via Multi-Interest Transfer and Contrastive Learning. IEEE Trans. Knowl. Data Eng. De-Ren Toh, Szu-Hao Huang, Chiao-Ting Chen
2025	J	`jnl`	Multi-interest transfer using contrastive learning for cross-domain recommendation. Decis. Support Syst. Yu-Lin Lai, Szu-Hao Huang, Chiao-Ting Chen, Cheng-Jhang Wu
2025	J	`jnl`	Portfolio management using online reinforcement learning with adaptive exploration and Multi-task self-supervised representation. Appl. Soft Comput. Chuan-Yun Sang, Szu-Hao Huang, Chiao-Ting Chen, Heng-Ta Chang
2025	J	`jnl`	Strategy allocation for financial trading using competitive reinforcement learning and fuzzy logic. Appl. Soft Comput. Ju-Chun Huang, Chiao-Ting Chen, Chih-Chung Chang, Szu-Hao Huang
2024	J	`jnl`	Adaptive Adversarial Contrastive Learning for Cross-Domain Recommendation. ACM Trans. Knowl. Discov. Data Chi-Wei Hsu, Chiao-Ting Chen, Szu-Hao Huang
2024	J	`jnl`	Credit Card Fraud Detection via Intelligent Sampling and Self-supervised Learning. ACM Trans. Intell. Syst. Technol. Chiao-Ting Chen, Chi Lee, Szu-Hao Huang, Wen-Chih Peng
2024	J	`jnl`	Evolving Knowledge Graph Representation Learning with Multiple Attention Strategies for Citation Recommendation System. ACM Trans. Intell. Syst. Technol. Jhih-Chen Liu, Chiao-Ting Chen, Chi Lee, Szu-Hao Huang
2024	J	`jnl`	Member-Augmented Group Recommendation With Multi-Interest Framework and Knowledge Graph Embeddings. IEEE Trans. Comput. Soc. Syst. Sin-Jing Lin, Chiao-Ting Chen, Szu-Hao Huang
2024	J	`jnl`	Momentum portfolio selection based on learning-to-rank algorithms with heterogeneous knowledge graphs. Appl. Intell. Mei-Chen Wu, Szu-Hao Huang, An-Pin Chen
2023	J	`jnl`	A multi-agent virtual market model for generalization in reinforcement learning based trading strategies. Appl. Soft Comput. Fei-Fan He, Chiao-Ting Chen, Szu-Hao Huang
2023	J	`jnl`	Attentive gated graph sequence neural network-based time-series information fusion for financial trading. Inf. Fusion Wei-Chia Huang, Chiao-Ting Chen, Chi Lee, Fan-Hsuan Kuo, Szu-Hao Huang
2023	J	`jnl`	Hierarchical Reinforcement Learning for Conversational Recommendation With Knowledge Graph Reasoning and Heterogeneous Questions. IEEE Trans. Serv. Comput. Yao-Chun Yang, Chiao-Ting Chen, Tzu-Yu Lu, Szu-Hao Huang
2023	J	`jnl`	Interactively transforming chinese ink paintings into realistic images using a border enhance generative adversarial network. Multim. Tools Appl. Chieh-Yu Chung, Szu-Hao Huang
2023	J	`jnl`	Knowledge distillation for portfolio management using multi-agent reinforcement learning. Adv. Eng. Informatics Min-You Chen, Chiao-Ting Chen, Szu-Hao Huang
2023	J	`jnl`	Modeling Cross-session Information with Multi-interest Graph Neural Networks for the Next-item Recommendation. ACM Trans. Knowl. Discov. Data Ting-Yun Wang, Chiao-Ting Chen, Ju-Chun Huang, Szu-Hao Huang
2023	J	`jnl`	Poisoning attacks on face authentication systems by using the generative deformation model. Multim. Tools Appl. Chak-Tong Chan, Szu-Hao Huang, Patrick Puiyui Choy
2023	J	`jnl`	Reinforced PU-learning with Hybrid Negative Sampling Strategies for Recommendation. ACM Trans. Intell. Syst. Technol. Wun-Ting Yang, Chiao-Ting Chen, Chuan-Yun Sang, Szu-Hao Huang
2022	J	`jnl`	Addressing the cold-start problem of recommendation systems for financial products by using few-shot deep learning. Appl. Intell. Tsan-Yin Hung, Szu-Hao Huang
2022	J	`jnl`	Explainable mutual fund recommendation system developed based on knowledge graph embeddings. Appl. Intell. Pei-Ying Hsu, Chiao-Ting Chen, Chin Chou, Szu-Hao Huang
2022	J	`jnl`	Generating a trading strategy in the financial market from sensitive expert data based on the privacy-preserving generative adversarial imitation network. Neurocomputing Hsin-Yi Chen, Szu-Hao Huang
2022	J	`jnl`	Modeling behavior sequence for personalized fund recommendation with graphical deep collaborative filtering. Expert Syst. Appl. Yi-Ching Chou, Chiao-Ting Chen, Szu-Hao Huang
2022	J	`jnl`	Multiagent-based deep reinforcement learning for risk-shifting portfolio management. Appl. Soft Comput. Yu-Cen Lin, Chiao-Ting Chen, Chuan-Yun Sang, Szu-Hao Huang
2022	J	`jnl`	Poisoning attacks against knowledge graph-based recommendation systems using deep reinforcement learning. Neural Comput. Appl. Zih-Wun Wu, Chiao-Ting Chen, Szu-Hao Huang
2021	J	`jnl`	Adversarial Attacks Against Reinforcement Learning-Based Portfolio Management Strategy. IEEE Access Yu-Ying Chen, Chiao-Ting Chen, Chuan-Yun Sang, Yao-Chun Yang, Szu-Hao Huang
2021	J	`jnl`	Deep Learning Model for House Price Prediction Using Heterogeneous Data Analysis Along With Joint Self-Attention Mechanism. IEEE Access Pei-Ying Wang, Chiao-Ting Chen, Jain-Wun Su, Ting-Yun Wang, Szu-Hao Huang
2021	J	`jnl`	Improving Generalization in Reinforcement Learning-Based Trading by Using a Generative Adversarial Market Model. IEEE Access Chia-Hsuan Kuo, Chiao-Ting Chen, Sin-Jing Lin, Szu-Hao Huang
2021	J	`jnl`	Interpretable Stock Anomaly Detection Based on Spatio-Temporal Relation Networks With Genetic Algorithm. IEEE Access Mei-See Cheong, Mei-Chen Wu, Szu-Hao Huang
2021	J	`jnl`	Novel Deep Reinforcement Algorithm With Adaptive Sampling Strategy for Continuous Portfolio Optimization. IEEE Access Szu-Hao Huang, Yu-Hsiang Miao, Yi-Ting Hsiao
2021	J	`jnl`	Sentiment-influenced trading system based on multimodal deep reinforcement learning. Appl. Soft Comput. Yu-Fu Chen, Szu-Hao Huang
2020	J	`jnl`	SOChain: A Privacy-Preserving DDoS Data Exchange Service Over SOC Consortium Blockchain. IEEE Trans. Engineering Management Lo-Yao Yeh, Peggy Joy Lu, Szu-Hao Huang, Jiun-Long Huang
2019	—	`conf`	A Robo-Advisor Design using Multiobjective RankNets with Gated Neural Network Structure. ICA Pei-Ying Wang, Chun-Shou Liu, Yao-Chun Yang, Szu-Hao Huang
2019	—	`conf`	Deep Learning in Model Risk Neutral Distribution for Option Pricing. ICA Chin Chou, Jhih-Chen Liu, Chiao-Ting Chen, Szu-Hao Huang
2019	—	`conf`	Forecasting Interaction of Exchange Rates Between Fiat Currencies and Cryptocurrencies Based on Deep Relation Networks. ICA Chiao-Ting Chen, Lin-Kuan Chiang, Yi-Cheng Huang, Szu-Hao Huang
2018	—	`conf`	A Market Making Quotation Strategy Based on Dual Deep Learning Agents for Option Pricing and Bid-Ask Spread Estimation. ICA Pei-Ying Hsu, Chin Chou, Szu-Hao Huang, An-Pin Chen
2018	—	`conf`	Cloning Strategies from Trading Records using Agent-based Reinforcement Learning Algorithm. ICA Chiao-Ting Chen, An-Pin Chen, Szu-Hao Huang
2018	—	`conf`	Developing Arbitrage Strategy in High-frequency Pairs Trading with Filterbank CNN Algorithm. ICA Yu-Ying Chen, Wei-Lun Chen, Szu-Hao Huang
2016	—	`conf`	Affinity Propagation Clustering for Intelligent Portfolio Diversification and Investment Risk Reduction. CCBD Chu-Chun Chang, Zhi-Ting Lin, Wai-Wan Koc, Chin Chou, Szu-Hao Huang
2016	—	`conf`	Binary Classification and Data Analysis for Modeling Calendar Anomalies in Financial Markets. CCBD Hui-Hsuan Tung, Chiao-Chun Cheng, Yu-Ying Chen, Yu-Fu Chen, Szu-Hao Huang, An-Pin Chen
2016	—	`conf`	Decision Support System for Real-Time Trading Based on On-Line Learning and Parallel Computing Techniques. CCBD Chiao-Ting Chen, Chih-Yen Hsiao, Jiun-Yi Lin, Shih-Jung Huang, Yang Chang, Szu-Hao Huang
2016	—	`conf`	Financial Time-Series Data Analysis Using Deep Convolutional Neural Networks. CCBD Jou-Fan Chen, Wei-Lun Chen, Chun-Ping Huang, Szu-Hao Huang, An-Pin Chen
2015	J	`jnl`	Automated visual inspection in the semiconductor industry: A survey. Comput. Ind. Szu-Hao Huang, Ying-Cheng Pan
2015	—	`conf`	Simultaneous Stereo Rectification and Distortion Correction with Application to DoF Synthesis. PG (Short Papers) Chen-Ting Yeh, Tien-Yu Ho, Szu-Hao Huang, Shang-Hong Lai
2015	B	`conf`	Using line consistency to estimate 3D indoor Manhattan scene layout from a single image. ICIP Hsing-Chun Chang, Szu-Hao Huang, Shang-Hong Lai
2013	—	`conf`	Evaluating Interactions between Appearance-Related Product Designs and Facial Characteristics. ICSSI Chih-Hsing Chu, Szu-Hao Huang, I-Jan Wang, Cheng-Hung Lo
2013	Misc	`conf`	Learning-based Human Fall Detection using RGB-D cameras. MVA Szu-Hao Huang, Ying-Cheng Pan
2012	J	`jnl`	Human-centric design personalization of 3D glasses frame in markerless augmented reality. Adv. Eng. Informatics Szu-Hao Huang, Yu-I Yang, Chih-Hsing Chu
2011	J	`jnl`	A learning-based contrarian trading strategy via a dual-classifier model. ACM Trans. Intell. Syst. Technol. Szu-Hao Huang, Shang-Hong Lai, Shih-Hsien Tai
2011	—	`conf`	People Localization in a Camera Network Combining Background Subtraction and Scene-Aware Human Detection. MMM (1) Tung-Ying Lee, Tsung-Yu Lin, Szu-Hao Huang, Shang-Hong Lai, Shang-Chih Hung
2009	J	`jnl`	Learning-Based Vertebra Detection and Iterative Normalized-Cut Segmentation for Spinal MRI. IEEE Trans. Medical Imaging Szu-Hao Huang, Yi-Hong Chu, Shang-Hong Lai, Carol L. Novak
2008	—	`conf`	A statistical learning appproach to vertebra detection and segmentation from spinal MRI. ISBI Szu-Hao Huang, Shang-Hong Lai, Carol L. Novak
2008	B	`conf`	Real-Time Video Surveillance Based on Combining Foreground Extraction and Human Detection. MMM Hui-Chi Zeng, Szu-Hao Huang, Shang-Hong Lai
2006	J	`jnl`	Improved AdaBoost-based image retrieval with relevance feedback via paired feature learning. Multim. Syst. Szu-Hao Huang, Qi-Jiunn Wu, Shang-Hong Lai
2006	A	`conf`	Learning-Based Interactive Video Retrieval System. ICME Chi-Jiunn Wu, Hui-Chi Zeng, Szu-Hao Huang, Shang-Hong Lai, Wen-Hao Wang
2006	B	`conf`	Robust local intervertebral disc alignment for spinal MRI. Image Processing James G. Reisman, Jan Höppner, Szu-Hao Huang, Li Zhang, Shang-Hong Lai, Benjamin L. Odry, Carol L. Novak
2005	—	`conf`	Improved AdaBoost-Based Image Retrieval with Relevance Feedback via Paired Feature Learning. CIVR Szu-Hao Huang, Qi-Jiunn Wu, Shang-Hong Lai
2005	—	`conf`	Intelligent home video management system. ITRE Szu-Hao Huang, Qi-Jiunn Wu, KaiYeuh Chang, Hsin-Cheang Lin, Shang-Hong Lai, Wen-Hao Wang, Yu-Sheng Tsai, Chia-Lun Chen, Guanrong Chen
2005	—	`conf`	Learning-based video fast-pan detection. ITRE Hsin-Cheng Lin, Szu-Hao Huang, Shang-Hong Lai
2004	—	`conf`	Detecting Faces from Color Video by Using Paired Wavelet Features. CVPR Workshops Szu-Hao Huang, Shang-Hong Lai
2004	B	`conf`	Real-Time Face Detection in Color Video. MMM Szu-Hao Huang, Shang-Hong Lai