Hongyang Yang

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 21

Top Topics

Differential Privacy

Reinforcement Learning

Top Venues

Publications

Hongyang Yang, Boyu Zhang, Neng Wang, Cheng Guo, Xiaoli Zhang, Likun Lin, Junlin Wang, Tianyu Zhou, Mao Guan, Runjia Zhang, Christina Dan Wang
FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models. CoRR (2024)
Haibo Chen, Xie Miao, Ning Jia, Nan Wang, Yu Li, Nian Liu, Yutao Liu, Fei Wang, Qiang Huang, Kun Li, Hongyang Yang, Hui Wang, Jie Yin, Yu Peng, Fengwei Xu
Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel. OSDI (2024)
Xiao-Yang Liu, Ziyi Xia, Hongyang Yang, Jiechao Gao, Daochen Zha, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo
Dynamic datasets and market environments for financial reinforcement learning. Mach. Learn. 113 (5) (2024)
Neng Wang, Hongyang Yang, Christina Dan Wang
FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets. CoRR (2023)
Xiao-Yang Liu, Ziyi Xia, Hongyang Yang, Jiechao Gao, Daochen Zha, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo
Dynamic Datasets and Market Environments for Financial Reinforcement Learning. CoRR (2023)
Hongyang Yang, Xun Shao, Go Hasegawa, Hiroshi Masui
Optimal Energy Scheduling for Communities in Smart Microgrids with Multi-Agent Reinforcement Learning. IIAI-AAI (2023)
Boyu Zhang, Hongyang Yang, Tianyu Zhou, Ali Babar, Xiao-Yang Liu
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models. ICAIF (2023)
Boyu Zhang, Hongyang Yang, Tianyu Zhou, Ali Babar, Xiao-Yang Liu
Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models. CoRR (2023)
Boyu Zhang, Hongyang Yang, Xiao-Yang Liu
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models. CoRR (2023)
Hongyang Yang, Xiao-Yang Liu, Christina Dan Wang
FinGPT: Open-Source Financial Large Language Models. CoRR (2023)
Aoran Wang, Hongyang Yang, Feng Mao, Zongzhang Zhang, Yang Yu, Xiaoyang Liu
Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract). AAAI (2023)
Xiao-Yang Liu, Ziyi Xia, Jingyang Rui, Jiechao Gao, Hongyang Yang, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning. NeurIPS (2022)
Xiao-Yang Liu, Hongyang Yang, Jiechao Gao, Christina Dan Wang
FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. CoRR (2021)
Xiao-Yang Liu, Jingyang Rui, Jiechao Gao, Liuqing Yang, Hongyang Yang, Zhaoran Wang, Christina Dan Wang, Jian Guo
FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance. CoRR (2021)
Xiao-Yang Liu, Hongyang Yang, Jiechao Gao, Christina Dan Wang
FinRL: deep reinforcement learning framework to automate trading in quantitative finance. ICAIF (2021)
Hongyang Yang, Xiao-Yang Liu, Shan Zhong, Anwar Walid
Deep reinforcement learning for automated stock trading: an ensemble strategy. ICAIF (2020)
Xiao-Yang Liu, Hongyang Yang, Qian Chen, Runjia Zhang, Liuqing Yang, Bowen Xiao, Christina Dan Wang
FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance. CoRR (2020)
Xinyi Li, Yinchuan Li, Hongyang Yang, Liuqing Yang, Xiao-Yang Liu
DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. CoRR (2019)
Yunzhe Fang, Xiao-Yang Liu, Hongyang Yang
Practical Machine Learning Approach to Capture the Scholar Data Driven Alpha in AI Industry. IEEE BigData (2019)
Zhuoran Xiong, Xiao-Yang Liu, Shan Zhong, Hongyang Yang, Anwar Walid
Practical Deep Reinforcement Learning Approach for Stock Trading. CoRR (2018)
Hongyang Yang, Xiao-Yang Liu, Qingwei Wu
A Practical Machine Learning Approach for Dynamic Stock Recommendation. TrustCom/BigDataSE (2018)
Weiqiang Sun, Hongyang Yang, Jun Li, Weisheng Hu
Dynamic wavelength sharing in Time and Wavelength Division Multiplexed PONs (TWDM-PONs). ICTON (2015)
Jun Li, Weiqiang Sun, Hongyang Yang, Weisheng Hu
Adaptive Registration in TWDM-PON With ONU Migrations. JOCN 6 (11) (2014)
Hongyang Yang, Weiqiang Sun, Jun Li, Weisheng Hu
Energy Efficient TWDM Multi-PON System With Wavelength Relocation. JOCN 6 (6) (2014)