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Xiao-Yang Liu · SciRah

Researcher profile · Semantic Scholar

Xiao-Yang Liu

Columbia University

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Xiao-Yang Liu — researcher profile on SciRah

h-index: 42
Works: 237
Citations: 7,537

Most-cited papers

FinGPT: Open-Source Financial Large Language Models
Hong-Yang Yang, Xiao-Yang Liu, Chris Wang
2023Social Science Research Network517 citations Open access
Semantic Scholar
Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization
Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong +2 more
2020ACM Multimedia154 citations Open access
Semantic Scholar
Sensitive and selective electrochemical determination of uric acid in urine based on ultrasmall iron oxide nanoparticles decorated urchin-like nitrogen-doped carbon.
Tingfan Tang, Meng-Ling Zhou, Jia-Pei Lv, Hao Cheng +4 more
2022Colloids and Surfaces B: Biointerfaces148 citations Open access
Semantic Scholar
FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning
Xiao-Yang Liu, Ziyi Xia, Jingyang Rui, Jiechao Gao +5 more
2022Neural Information Processing Systems148 citations Open access
Semantic Scholar
Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models
Bo-Yu Zhang, Hong-Yang Yang, Xiao-Yang Liu
2023Social Science Research Network145 citations Open access
Semantic Scholar
Detection of Glucose Based on Noble Metal Nanozymes: Mechanism, Activity Regulation, and Enantioselective Recognition.
Jiaqi Chen, Xiao-Yang Liu, Guangchao Zheng, Wei Feng +5 more
2022Small135 citations
Semantic Scholar
FinGPT: Democratizing Internet-scale Data for Financial Large Language Models
Xiao-Yang Liu, Guoxuan Wang, Hong-Yang Yang, D. Zha
2023arXiv.org131 citations Open access
Semantic Scholar
Fault Detection in Gears Using Fault Samples Enlarged by a Combination of Numerical Simulation and a Generative Adversarial Network
Yun Gao, Xiao-Yang Liu, Jia-Wei Xiang
2022IEEE/ASME transactions on mechatronics119 citations
Semantic Scholar
A transfer learning strategy based on numerical simulation driving 1D Cycle-GAN for bearing fault diagnosis
Xiao-Yang Liu, Shulin Liu, J. Xiang, Ruixue Sun
2023Information Sciences97 citations
Semantic Scholar
A hybrid of FEM simulations and generative adversarial networks to classify faults in rotor-bearing systems.
Yun Gao, Xiao-Yang Liu, Hai-Zhou Huang, Jia-Wei Xiang
2020ISA transactions95 citations
Semantic Scholar
Design optimization of laminated composite structures using artificial neural network and genetic algorithm
Xiao-Yang Liu, Jian Qin, Kai Zhao, C. Featherston +3 more
2023Composite structures94 citations Open access
Semantic Scholar
Link prediction approach combined graph neural network with capsule network
Xiao-Yang Liu, Xiang Li, G. Fiumara, Pasquale De Meo
2022Expert systems with applications72 citations
Semantic Scholar
Information Propagation Prediction Based on Spatial–Temporal Attention and Heterogeneous Graph Convolutional Networks
Xiao-Yang Liu, Chenxi Miao, G. Fiumara, Pasquale De Meo
2024IEEE Transactions on Computational Social Systems57 citations
Semantic Scholar
Dynamic datasets and market environments for financial reinforcement learning
Xiao-Yang Liu, Ziyi Xia, Hong-Yang Yang, Jiechao Gao +5 more
2023Machine-mediated learning54 citations Open access
Semantic Scholar
Techno-economic evaluation of post-combustion carbon capture based on chemical absorption for the thermal cracking furnace in ethylene manufacturing
Gui-Hua Hu, Xiaoxu Li, Xiao-Yang Liu, Jun Hu +6 more
2023Fuel49 citations Open access
Semantic Scholar
A conflict evidence fusion method based on the composite discount factor and the game theory
Xiao-Yang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun
2023Information Fusion48 citations
Semantic Scholar
Memristor-based LSTM network with in situ training and its applications
Xiao-Yang Liu, Zhi-Gang Zeng, D. Wunsch
2020Neural Networks44 citations
Semantic Scholar
Event-Triggered Finite-Time Synchronization Control for Quaternion-Valued Memristive Neural Networks by an Non-Decomposition Method
Jing Ping, Song Zhu, Mingxia Shi, Siman Wu +3 more
2023IEEE Transactions on Network Science and Engineering41 citations
Semantic Scholar
An ensemble and shared selective adversarial network for partial domain fault diagnosis of machinery
Xiao-Yang Liu, Shulin Liu, Jiawei Xiang, Ruixue Sun +1 more
2022Engineering applications of artificial intelligence41 citations
Semantic Scholar
Defining the Design Space for Double–Double Laminates by Considering Homogenization Criterion
Kai Zhao, David Kennedy, A. Miravete, S. Tsai +2 more
2023AIAA Journal37 citations Open access
Semantic Scholar
Finite/fixed-time synchronization of memristive neural networks via event-triggered control
Jing Ping, Song Zhu, Xiao-Yang Liu
2022Knowledge-Based Systems36 citations
Semantic Scholar
3D ZnO Modified Biochar-Based Hydrogels for Removing U(VI) in Aqueous Solution
Yu Guo, Xiao-Yang Liu, Shui-Bo Xie, Hai-Yan Liu +2 more
2022Colloids and Surfaces A: Physicochemical and Engineering Aspects35 citations
Semantic Scholar
Influential Spreaders Identification in Complex Networks With TOPSIS and K-Shell Decomposition
Xiao-Yang Liu, Shu Ye, G. Fiumara, Pasquale De Meo
2023IEEE Transactions on Computational Social Systems33 citations
Semantic Scholar
Real-Time Indoor Localization for Smartphones Using Tensor-Generative Adversarial Nets
Xiao-Yang Liu, Xiaodong Wang
2020IEEE Transactions on Neural Networks and Learning Systems33 citations
Semantic Scholar
Influence Nodes Identifying Method via Community-Based Backward Generating Network Framework
Xiao-Yang Liu, Shu-Xiang Ye, G. Fiumara, Pasquale De Meo
2024IEEE Transactions on Network Science and Engineering32 citations
Semantic Scholar
Social Network Rumor Detection Method Combining Dual-Attention Mechanism With Graph Convolutional Network
Xiao-Yang Liu, Zheng-Yang Zhao, Yihao Zhang, Chao Liu +1 more
2023IEEE Transactions on Computational Social Systems32 citations
Semantic Scholar
ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning
Xiao-Yang Liu, Zechu Li, Zhuoran Yang, Jiahao Zheng +4 more
2021arXiv.org31 citations
Semantic Scholar
Effects of different cooling conditions on microstructure and precipitation behavior of fine-grained Al – Zn – Mg - Cu alloy friction stir welding joint
Lei Luo, Bo Yang, Xi-Rong Yang, Wen-Wen Yan +3 more
2023Journal of Materials Research and Technology30 citations Open access
Semantic Scholar
Predefined-Time Bipartite Consensus of Networked Euler-Lagrange Systems via Sliding-Mode Control
Meng Tao, Xiao-Yang Liu, S. Shao, Jin-De Cao
2022IEEE Transactions on Circuits and Systems - II - Express Briefs30 citations
Semantic Scholar
Using DFT to explore the sensitivity of WSe2/phosphorene heterostructure toward HCN
Li Wang, Qing-Xiao Zhou, Jie Hou, Xiao-Yang Liu +3 more
2023Applications of Surface Science29 citations Open access
Semantic Scholar
Key nodes identification in complex networks based on subnetwork feature extraction
Luyuan Gao, Xiao-Yang Liu, Chao Liu, Yihao Zhang +2 more
2023Journal of King Saud University: Computer and Information Sciences28 citations Open access
Semantic Scholar
Event-Based Global Exponential Synchronization for Quaternion-Valued Fuzzy Memristor Neural Networks With Time-Varying Delays
Yue Chen, Song Zhu, Huaicheng Yan, M. Shen +2 more
2024IEEE transactions on fuzzy systems27 citations
Semantic Scholar
3d Nanofiber Framework Based on Polyacrylonitrile and Siloxane-Modified Li6.4la3zr1.4ta0.6o12 Reinforced Poly (Ethylene Oxide)-Based Composite Solid Electrolyte for Lithium Batteries
Tao Wang, Xiao-Yang Liu, Ling Xie, Yuyu He +4 more
2023Social Science Research Network26 citations Open access
Semantic Scholar
Automatic coarse-to-fine joint detection and segmentation of underwater non-structural live crabs for precise feeding
Shuo Cao, Dean Zhao, Yue-Ping Sun, Xiao-Yang Liu +1 more
2021Computers and Electronics in Agriculture25 citations
Semantic Scholar
Needle-like Cu(OH)2 in situ grown on nanoporous copper ribbon via anodizing route for supercapacitors
Shijie Gong, Xiao-Yang Liu, Xiang Yue, Dongdong Zhu +5 more
2022Materials Chemistry and Physics24 citations
Semantic Scholar
Observer-based state estimation for memristive neural networks with time-varying delay
Moxuan Guo, Song Zhu, Xiao-Yang Liu
2022Knowledge-Based Systems24 citations
Semantic Scholar
Gradient leakage attacks in federated learning
Haimei Gong, Liangjun Jiang, Xiao-Yang Liu, Yuan-Qi Wang +4 more
2023Artificial Intelligence Review23 citations
Semantic Scholar
Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting
B. Gort, Xiao-Yang Liu, Xin Sun, Jiechao Gao +2 more
2022arXiv.org23 citations Open access
Semantic Scholar
Long-term behaviour of recycled aggregate concrete beams prestressed with carbon fibre-reinforced polymer (CFRP) tendons
Xiao-Yang Liu, Wen Yu, Yue-Lin Huang, Guo-Tao Yang +3 more
2022Case Studies in Construction Materials23 citations Open access
Semantic Scholar
Enhanced Mechanical Stability and Hydrophobicity of Cellulose Aerogels via Quantitative Doping of Nano-Lignin
Xiao-Yu Wang, Xinyu Yang, Zhanghua Wu, Xiao-Yang Liu +4 more
2023Polymers22 citations Open access
Semantic Scholar
Consensus of nonlinear MAS via double nonidentical mode-dependent event-triggered switching control
Meijie Zhang, Xin-Song Yang, Zheng-Rong Xiang, Xiao-Yang Liu
2023Applied Mathematics and Computation21 citations Open access
Semantic Scholar
Mittag-Leffler stability of fractional-order quaternion-valued memristive neural networks with generalized piecewise constant argument
Jing-Jing Wang, Song Zhu, Xiao-Yang Liu, Shi-Ping Wen
2023Neural Networks20 citations
Semantic Scholar
Promotion of catalytic performance of Pd/Al2O3 for o-xylene oxidation by morphological control
Yafei Wang, Xiao-Yang Liu, Liwei Meng, Tongxun Liu +3 more
2023Chemical Engineering Journal20 citations
Semantic Scholar
Memristor-Based HTM Spatial Pooler With On-Device Learning for Pattern Recognition
Xiao-Yang Liu, Y. Huang, Zhi-Gang Zeng, D. Wunsch
2022IEEE Transactions on Systems, Man & Cybernetics. Systems19 citations
Semantic Scholar
Event-Based Output Quantized Synchronization Control for Multiple Delayed Neural Networks
Yue Chen, Song Zhu, M. Shen, Xiao-Yang Liu +1 more
2022IEEE Transactions on Neural Networks and Learning Systems19 citations
Semantic Scholar
A novel health indicator developed using filter-based feature selection algorithm for the identification of rotor defects
Anil Kumar, C. Gandhi, Xiao-Yang Liu, Yi Liu +3 more
2020Proceedings of the Institution of Mechanical Engineers. Part O, Journal of risk and reliability18 citations
Semantic Scholar
Event-based bipartite multi-agent consensus with partial information transmission and communication delays under antagonistic interactions
Lu-Lu Li, Xiao-Yang Liu, Wei Huang
2020Science China Information Sciences18 citations
Semantic Scholar
Further Results on Fixed-Time Leader-Following Consensus of Heterogeneous Multiagent Systems With External Disturbances
Xiao-Yang Liu, Luxiang Wang, Jin-De Cao
2024IEEE Transactions on Systems, Man & Cybernetics. Systems17 citations
Semantic Scholar
Generalized-Type Multistability of Almost Periodic Solutions for Memristive Cohen–Grossberg Neural Networks
Song Zhu, Yuanchu Shen, Chaoxu Mu, Xiao-Yang Liu +1 more
2023IEEE Transactions on Neural Networks and Learning Systems17 citations
Semantic Scholar
Multiple Mittag-Leffler Stability of Fractional-Order Complex-Valued Memristive Neural Networks With Delays
Yuanchu Shen, Song Zhu, Xiao-Yang Liu, Shi-Ping Wen
2022IEEE Transactions on Cybernetics17 citations
Semantic Scholar

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