Adaptive Registration in TWDM-PON With ONU Migrations. - Jun Li; Weiqiang Sun; Hongyang Yang; Weisheng Hu (JOCN, 2014)

Energy Efficient TWDM Multi-PON System With Wavelength Relocation. - Hongyang Yang; Weiqiang Sun; Jun Li; Weisheng Hu (JOCN, 2014)

Dynamic wavelength sharing in Time and Wavelength Division Multiplexed PONs (TWDM-PONs). - Weiqiang Sun; Hongyang Yang; Jun Li; Weisheng Hu (ICTON, 2015)

A Practical Machine Learning Approach for Dynamic Stock Recommendation. - Hongyang Yang; Xiao-Yang Liu; Qingwei Wu (TrustCom/BigDataSE, 2018)

Practical Deep Reinforcement Learning Approach for Stock Trading. - Zhuoran Xiong; Xiao-Yang Liu; Shan Zhong; Hongyang Yang; Anwar Walid (CoRR, 2018)

Practical Machine Learning Approach to Capture the Scholar Data Driven Alpha in AI Industry. - Yunzhe Fang; Xiao-Yang Liu; Hongyang Yang (IEEE BigData, 2019)

DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. - Xinyi Li; Yinchuan Li; Hongyang Yang; Liuqing Yang; Xiao-Yang Liu (CoRR, 2019)

Deep reinforcement learning for automated stock trading: an ensemble strategy. - Hongyang Yang; Xiao-Yang Liu; Shan Zhong; Anwar Walid (ICAIF, 2020)

FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance. - Xiao-Yang Liu; Hongyang Yang; Qian Chen; Runjia Zhang; Liuqing Yang; Bowen Xiao; Christina Dan Wang (CoRR, 2020)

FinRL: deep reinforcement learning framework to automate trading in quantitative finance. - Xiao-Yang Liu; Hongyang Yang; Jiechao Gao; Christina Dan Wang (ICAIF, 2021)

FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance. - Xiao-Yang Liu; Jingyang Rui; Jiechao Gao; Liuqing Yang; Hongyang Yang; Zhaoran Wang 001; Christina Dan Wang; Jian Guo (CoRR, 2021)

FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning. - Xiao-Yang Liu; Ziyi Xia; Jingyang Rui; Jiechao Gao; Hongyang Yang; Ming Zhu 002; Christina Dan Wang; Zhaoran Wang 001; Jian Guo (NeurIPS, 2022)

Anti-drifting Feature Selection via Deep Reinforcement Learning (Student Abstract). - Aoran Wang; Hongyang Yang; Feng Mao; Zongzhang Zhang; Yang Yu 001; Xiaoyang Liu (AAAI, 2023)

Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models. - Boyu Zhang; Hongyang Yang; Tianyu Zhou; Ali Babar 001; Xiao-Yang Liu (ICAIF, 2023)

Optimal Energy Scheduling for Communities in Smart Microgrids with Multi-Agent Reinforcement Learning. - Hongyang Yang; Xun Shao; Go Hasegawa; Hiroshi Masui (IIAI-AAI, 2023)

FinGPT: Open-Source Financial Large Language Models. - Hongyang Yang; Xiao-Yang Liu; Christina Dan Wang (CoRR, 2023)

Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models. - Boyu Zhang; Hongyang Yang; Xiao-Yang Liu (CoRR, 2023)

FinGPT: Instruction Tuning Benchmark for Open-Source Large Language Models in Financial Datasets. - Neng Wang; Hongyang Yang; Christina Dan Wang (CoRR, 2023)

Enhancing Investment Analysis: Optimizing AI-Agent Collaboration in Financial Research. - Xuewen Han; Neng Wang; Shangkun Che; Hongyang Yang; Kunpeng Zhang 001; Sean Xin Xu (ICAIF, 2024)

Microkernel Goes General: Performance and Compatibility in the HongMeng Production Microkernel. - Haibo Chen 001; Xie Miao; Ning Jia; Nan Wang; Yu Li; Nian Liu; Yutao Liu; Fei Wang 130; Qiang Huang; Kun Li; Hongyang Yang; Hui Wang; et al. (OSDI, 2024)

FinRobot: An Open-Source AI Agent Platform for Financial Applications using Large Language Models. - Hongyang Yang; Boyu Zhang; Neng Wang; Cheng Guo; Xiaoli Zhang; Likun Lin; Junlin Wang; Tianyu Zhou; Mao Guan; Runjia Zhang; Christina Dan Wang (CoRR, 2024)

FinRobot: AI Agent for Equity Research and Valuation with Large Language Models. - Tianyu Zhou; Pinqiao Wang; Yilin Wu; Hongyang Yang (CoRR, 2024)

FinGPT: Enhancing Sentiment-Based Stock Movement Prediction with Dissemination-Aware and Context-Enriched LLMs. - Yixuan Liang; Yuncong Liu; Boyu Zhang; Christina Dan Wang; Hongyang Yang (CoRR, 2024)

Dynamic datasets and market environments for financial reinforcement learning. - Xiao-Yang Liu; Ziyi Xia; Hongyang Yang; Jiechao Gao; Daochen Zha; Ming Zhu 002; Christina Dan Wang; Zhaoran Wang 001; Jian Guo (Mach. Learn., 2024)

FinRobot: Generative Business Process AI Agents for Enterprise Resource Planning in Finance. - Hongyang Yang; Likun Lin; Yang She; Xinyu Liao; Jiaoyang Wang; Runjia Zhang; Yuquan Mo; Christina Dan Wang (CoRR, 2025)