Xiao-Yang Liu
Columbia University in the City of New York
H-index: 33
North America-United States
Top articles of Xiao-Yang Liu
FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing
arXiv preprint arXiv:2402.13533
2024/2/21
Xiao-Yang Liu
H-Index: 21
Jie Zhang
H-Index: 10
Dynamic Datasets and Market Environments for Financial Reinforcement Learning
Machine Learning Journal, Springer Nature
2023/12/15
Xiao-Yang Liu
H-Index: 21
Jiechao Gao
H-Index: 4
Ming Zhu
H-Index: 14
Zhaoran Wang
H-Index: 25
Jian Guo
H-Index: 17
A Curriculum Learning Approach to Optimization with Application to Downlink Beamforming
IEEE Transactions on Signal Processing
2023/12/7
Enhancing financial sentiment analysis via retrieval augmented large language models
2023/11/27
Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark
2023/11/2
Xiao-Yang Liu
H-Index: 21
Communication-efficient federated learning for resource-constrained edge devices
IEEE Transactions on Machine Learning in Communications and Networking
2023/8/29
Xiao-Yang Liu
H-Index: 21
Xiaodong Wang
H-Index: 6
FinGPT: Democratizing internet-scale data for financial large language models
Workshop on Instruction Tuning and Instruction Following, NeurIPS 2023
2023/7/19
Xiao-Yang Liu
H-Index: 21
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models
FinLLM at IJCAI
2023/6/22
Boyu Zhang
H-Index: 5
Xiao-Yang Liu
H-Index: 21
FinGPT: Open-Source Financial Large Language Models
FinLLM at IJCAI
2023/6/9
Xiao-Yang Liu
H-Index: 21
Real-Time Decoding of Snapshot Compressive Imaging Using Tensor FISTA-Net
IEEE Transactions on Neural Networks and Learning Systems
2023/6/2
Xiao-Yang Liu
H-Index: 21
Qifan Huang
H-Index: 0
Bo Wu
H-Index: 4
Linghe Kong
H-Index: 29
Xiaodong Wang
H-Index: 6
Graph-Tensor Neural Networks for Network Traffic Data Imputation
IEEE/ACM Transactions on Networking
2023/5/15
Stationary Deep Reinforcement Learning with Quantum K-spin Hamiltonian Regularization
2023/3/3
Xiao-Yang Liu
H-Index: 21
Xiaodong Wang
H-Index: 6
High-Performance Tensor Learning Primitives Using GPU Tensor Cores
IEEE Transactions on Computers
2022/12/15
Deep reinforcement learning for cryptocurrency trading: Practical approach to address backtest overfitting
arXiv preprint arXiv:2209.05559
2022/9/12
Xiao-Yang Liu
H-Index: 21
Jiechao Gao
H-Index: 4
High Performance Hierarchical Tucker Tensor Learning Using GPU Tensor Cores
IEEE Transactions on Computers
2022/5/10
High-performance tensor decompositions for compressing and accelerating deep neural networks
2022/1/1
Xiao-Yang Liu
H-Index: 21
Liuqing Yang
H-Index: 40
Homomorphic matrix completion
Neural Information Processing Systems (NeurIPS)
2022
Xiao-Yang Liu
H-Index: 21
Xiaodong Wang
H-Index: 6
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning
Neural Information Processing Systems (NeurIPS)
2022
Xiao-Yang Liu
H-Index: 21
Jiechao Gao
H-Index: 4
Ming Zhu
H-Index: 14
Zhaoran Wang
H-Index: 25
Jian Guo
H-Index: 17
Joint Multitarget Detection and Tracking in Multipath Environment Using Expectation Maximization Algorithm
IEEE Journal of Selected Topics in Applied Earth Observations and Remote Sensing
2021/9/30
Domain-Specific Sentence Encoder for Intention Recognition in Large-Scale Shopping Platforms
2021/8/14
Chong Zhang
H-Index: 8
Zhiyuan Wang
H-Index: 6
Liuqing Yang
H-Index: 40
Xiao-Yang Liu
H-Index: 21
Ling Jiang
H-Index: 5
Co-Authors
