Liu, Xiao-Yang

16 publications

MLJ 2024 Dynamic Datasets and Market Environments for Financial Reinforcement Learning Xiao-Yang Liu, Ziyi Xia, Hongyang Yang, Jiechao Gao, Daochen Zha, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo

NeurIPS 2024 FinBen: A Holistic Financial Benchmark for Large Language Models Qianqian Xie, Weiguang Han, Zhengyu Chen, Ruoyu Xiang, Xiao Zhang, Yueru He, Mengxi Xiao, Dong Li, Yongfu Dai, Duanyu Feng, Yijing Xu, Haoqiang Kang, Ziyan Kuang, Chenhan Yuan, Kailai Yang, Zheheng Luo, Tianlin Zhang, Zhiwei Liu, Guojun Xiong, Zhiyang Deng, Yuechen Jiang, Zhiyuan Yao, Haohang Li, Yangyang Yu, Gang Hu, Jiajia Huang, Xiao-Yang Liu, Alejandro Lopez-Lira, Benyou Wang, Yanzhao Lai, Hao Wang, Min Peng, Sophia Ananiadou, Jimin Huang

NeurIPS 2023 Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark Xiao-Yang Liu, Zeliang Zhang

NeurIPSW 2023 Curriculum Learning from Smart Retail Investors: Towards Financial Open-Endedness Kent Wu, Ziyi Xia, Shuaiyu Chen, Xiao-Yang Liu

NeurIPSW 2023 Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination Haoqiang Kang, Xiao-Yang Liu

NeurIPSW 2023 FinGPT: Democratizing Internet-Scale Data for Financial Large Language Models Xiao-Yang Liu, Guoxuan Wang, Hongyang Yang, Daochen Zha

NeurIPSW 2023 K-Spin Ising Model for Combinatorial Optimizations over Graphs: A Reinforcement Learning Approach Xiao-Yang Liu, Ming Zhu

ICLRW 2023 Stationary Deep Reinforcement Learning with Quantum K-Spin Hamiltonian Regularization Xiao-Yang Liu, Zechu Li, Shixun Wu, Xiaodong Wang

NeurIPS 2022 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, Christina Wang, Zhaoran Wang, Jian Guo

NeurIPS 2022 Homomorphic Matrix Completion Xiao-Yang Liu, Zechu Li, Xiaodong Wang

NeurIPSW 2021 ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning Xiao-Yang Liu, Zechu Li, Zhuoran Yang, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo, Michael Jordan

AAAI 2021 Spatiotemporal Graph Neural Network Based Mask Reconstruction for Video Object Segmentation Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou

CVPR 2021 Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan

IJCAI 2020 Generating Robust Audio Adversarial Examples with Temporal Dependency Hongting Zhang, Pan Zhou, Qiben Yan, Xiao-Yang Liu

AAAI 2020 Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging Xiaochen Han, Bo Wu, Zheng Shou, Xiao-Yang Liu, Yimeng Zhang, Linghe Kong

AAAI 2018 Efficient Multi-Dimensional Tensor Sparse Coding Using T-Linear Combination Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen