Xiaoyang Liu

1. The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency, and Usability in Artificial Intelligence
   2024/03/20 by Matt White, Ibrahim Haddad, White, Matt +12 · 5 voices · 4 citations
   Computer Science · #Semantic Web and Ontologies #cs.AI #cs.CY #cs.LG #cs.SE
2. FinBen: A Holistic Financial Benchmark for Large Language Models
   2024/02/20 by Qianqian Xie, Xie, Qianqian, Weiguang Han +63 · 20 citations
   Business, Management and Accounting · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computational Engineering #FOS: Computer and information sciences #FinTech, Crowdfunding, Digital Finance #Finance #and Science (cs.CE)
3. FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
   2023/07/19 by Xiaoyang Liu, Liu, Xiao-Yang, Guoxuan Wang +3 · 16 citations
   Business, Management and Accounting · Decision Sciences · Engineering · #Computation and Language (cs.CL) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #FinTech, Crowdfunding, Digital Finance #General Finance (q-fin.GN) #Machine Learning (cs.LG) #Stock Market Forecasting Methods
4. Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models
   2023/06/22 by Boyu Zhang, Zhang, Boyu, Hongyang Yang +3 · 14 citations
   Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Machine Learning (cs.LG) #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Topic Modeling #Trading and Market Microstructure (q-fin.TR)
5. Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models
   2023/10/06 by Boyu Zhang, Zhang, Boyu, Hongyang Yang +7 · 11 citations
   Computer Science · Decision Sciences · Engineering · #Computation and Language (cs.CL) #Energy Load and Power Forecasting #FOS: Computer and information sciences #FOS: Economics and business #Statistical Finance (q-fin.ST) #Stock Market Forecasting Methods #Topic Modeling #Trading and Market Microstructure (q-fin.TR)
6. Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning
   2023/12/29 by Xiaoyang Liu, Rongyi Zhu, Liu, Xiao-Yang +9 · 9 citations
   Computer Science · Medicine · #Privacy-Preserving Technologies in Data #Artificial Intelligence in Healthcare and Education
7. Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications
   2024/08/20 by Jimin Huang, Huang, Jimin, Mengxi Xiao +76 · 8 citations
   Decision Sciences · Business, Management and Accounting · Computer Science · #Stock Market Forecasting Methods #FinTech, Crowdfunding, Digital Finance #Mathematics, Computing, and Information Processing
8. FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
   2025/02/17 by Guojun Xiong, Zhiyang Deng, Xiong, Guojun +23 · 12 citations
   Economics, Econometrics and Finance · Decision Sciences · #Complex Systems and Time Series Analysis #Financial Markets and Investment Strategies #Stock Market Forecasting Methods
9. Layer- and Timestep-Adaptive Differentiable Token Compression Ratios for Efficient Diffusion Transformers
   2024/12/22 by Haoran You, Connelly Barnes, You, Haoran +23 · 4 citations
   Computer Science · Engineering · #Artificial Intelligence (cs.AI) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Interconnection Networks and Systems #Low-power high-performance VLSI design #Machine Learning (cs.LG) #VLSI and Analog Circuit Testing
10. Enhanced Photoacoustic Imaging of Urokinase-Type Plasminogen Activator Activity in Tumors
    2023/09/18 by Xinyi Hu, Xianbao Sun, Xiaoyang Liu +6 · 4 citations
    Engineering · Medicine · #Photoacoustic and Ultrasonic Imaging #Nanoplatforms for cancer theranostics #Photodynamic Therapy Research Studies
11. Light Field Depth Estimation via Stitched Epipolar Plane Images
    2022/03/29 by Ping Zhou, Zhou, Ping, Shi, Langqing +8 · 1 citation
    Computer Science · #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #I.4.5 #Image Enhancement Techniques #Optical measurement and interference techniques
12. FishMOT: A Simple and Effective Method for Fish Tracking Based on IoU Matching
    2023/09/06 by Shuo Liu, Lulu Han, Liu, Shuo +9 · 1 citation
    Environmental Science · Biochemistry, Genetics and Molecular Biology · #Water Quality Monitoring Technologies #Identification and Quantification in Food #Coral and Marine Ecosystems Studies
13. Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition
    2020/05/09 by Miao Yin, Siyu Liao, Yin, Miao +7 · 1 citation
    Mathematics · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Tensor decomposition and applications
14. FinAudio: A Benchmark for Audio Large Language Models in Financial Applications
    2025/03/26 by Yupeng Cao, Haohang Li, Cao, Yupeng +22 · 2 citations
    Computer Science · #Artificial Intelligence (cs.AI) #Computational Engineering #FOS: Computer and information sciences #Finance #Multimedia (cs.MM) #Music and Audio Processing #and Science (cs.CE)
15. Deep Reinforcement Learning for Intelligent Transportation Systems
    2018/12/03 by Xiaoyang Liu, Liu, Xiao-Yang, Zihan Ding +5 · 1 citation
    Computer Science · Engineering · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Machine Learning (stat.ML) #Reinforcement Learning in Robotics #Traffic control and management #Transportation and Mobility Innovations