Xiao-Yang Liu - RankMe

194 papers A* 16A 5B 10C 3Misc 5Journal 128Unranked 27

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	zkFinGPT: Zero-Knowledge Proofs for Financial Generative Pre-trained Transformers. CoRR Xiao-Yang Liu, Ningjie Li, Keyi Wang, Xiaoli Zhi, Weiqin Tong
2025	J	`jnl`	A Hybrid PCA-PR-Seq2Seq-Adam-LSTM Framework for Time-Series Power Outage Prediction. CoRR Subhabrata Das, Bodruzzaman Khan, Xiao-Yang Liu
2025	J	`jnl`	Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning. ACM Trans. Manag. Inf. Syst. Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Matt White, Meikang Qiu
2025	—	`conf`	FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading. ACL (Findings) Guojun Xiong, Zhiyang Deng, Keyi Wang, Yupeng Cao, Haohang Li, Yangyang Yu, Xueqing Peng, Mingquan Lin, Kaleb E. Smith, Xiao-Yang Liu, Jimin Huang, Sophia Ananiadou, Qianqian Xie
2025	J	`jnl`	FLAG-Trader: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading. CoRR Guojun Xiong, Zhiyang Deng, Keyi Wang, Yupeng Cao, Haohang Li, Yangyang Yu, Xueqing Peng, Mingquan Lin, Kaleb E. Smith, Xiao-Yang Liu, Jimin Huang, Sophia Ananiadou, Qianqian Xie
2025	J	`jnl`	FinAudio: A Benchmark for Audio Large Language Models in Financial Applications. CoRR Yupeng Cao, Haohang Li, Yangyang Yu, Shashidhar Reddy Javaji, Yueru He, Jimin Huang, Zining Zhu, Qianqian Xie, Xiao-Yang Liu, Koduvayur Subbalakshmi, Meikang Qiu, Sophia Ananiadou, Jian-Yun Nie
2025	J	`jnl`	FinAuditing: A Financial Taxonomy-Structured Multi-Document Benchmark for Evaluating LLMs. CoRR Yan Wang, Keyi Wang, Shanshan Yang, Jaisal Patel, Jeff Zhao, Fengran Mo, Xueqing Peng, Lingfei Qian, Jimin Huang, Guojun Xiong, Xiao-Yang Liu, Jian-Yun Nie
2025	J	`jnl`	FinLoRA: Benchmarking LoRA Methods for Fine-Tuning LLMs on Financial Datasets. CoRR Dannong Wang, Jaisal Patel, Daochen Zha, Steve Y. Yang, Xiao-Yang Liu
2025	—	`conf`	FinNLP-FNP-LLMFinLegal-2025 Shared Task: Regulations Challenge. COLING Workshops Keyi Wang, Jaisal Patel, Charlie Shen, Daniel S. Kim, Andy Zhu, Alex Lin, Luca Borella, Cailean Osborne, Matt White, Steve Yang, Kairong Xiao, Xiao-Yang Liu
2025	J	`jnl`	FinTagging: An LLM-ready Benchmark for Extracting and Structuring Financial Information. CoRR Yan Wang, Yang Ren, Lingfei Qian, Xueqing Peng, Keyi Wang, Yi Han, Dongji Feng, Xiao-Yang Liu, Jimin Huang, Qianqian Xie
2025	J	`jnl`	Graph-Tensor FISTA-Net: Edge Computing-Aided Deep Learning for Distributed Traffic Data Recovery. IEEE Trans. Netw. Sci. Eng. Lei Deng, Xiao-Yang Liu, Haifeng Zheng, Xinxin Feng, Ming Zhu, Danny H. K. Tsang
2025	J	`jnl`	MultiFinBen: A Multilingual, Multimodal, and Difficulty-Aware Benchmark for Financial LLM Evaluation. CoRR Xueqing Peng, Lingfei Qian, Yan Wang, Ruoyu Xiang, Yueru He, Yang Ren, Mingyang Jiang, Jeff Zhao, Huan He, Yi Han, Yun Feng, Yuechen Jiang, Yupeng Cao, Haohang Li, Yangyang Yu, Xiaoyu Wang, Penglei Gao, Shengyuan Lin, Keyi Wang, Shanshan Yang, Yilun Zhao, Zhiwei Liu, Peng Lu, Jerry Huang, Suyuchen Wang, Triantafillos Papadopoulos, Polydoros Giannouris, Efstathia Soufleri, Nuo Chen, Guojun Xiong, Zhiyang Deng, Yijia Zhao, Mingquan Lin, Meikang Qiu, Kaleb E. Smith, Arman Cohan, Xiao-Yang Liu, Jimin Huang, Alejandro Lopez-Lira, Xi Chen, Junichi Tsujii, Jian-Yun Nie, Sophia Ananiadou, Qianqian Xie
2025	J	`jnl`	Orchestration Framework for Financial Agents: From Algorithmic Trading to Agentic Trading. CoRR Jifeng Li, Arnav Grover, Abraham Alpuerto, Yupeng Cao, Xiao-Yang Liu
2025	J	`jnl`	Real-Time Network Latency Estimation With Pretrained Generative Models. IEEE Trans. Neural Networks Learn. Syst. Lei Deng, Xiao-Yang Liu, Danny H. K. Tsang
2025	J	`jnl`	Reasoning Models Ace the CFA Exams. CoRR Jaisal Patel, Yunzhe Chen, Kaiwen He, Keyi Wang, David Li, Kairong Xiao, Xiao-Yang Liu
2025	J	`jnl`	Reinforcement Learning for Quantum Circuit Design: Using Matrix Representations. CoRR Zhiyuan Wang, Chunlin Feng, Christopher Poon, Lijian Huang, Xingjian Zhao, Yao Ma, Tianfan Fu, Xiao-Yang Liu
2025	J	`jnl`	Spectral Tensor Layers for Communication-Free Distributed Deep Learning. IEEE Trans. Neural Networks Learn. Syst. Xiao-Yang Liu, Xiaodong Wang, Bo Yuan, Jiashu Han
2025	J	`jnl`	Transformer-based Scalable Beamforming Optimization via Deep Residual Learning. CoRR Yubo Zhang, Xiao-Yang Liu, Xiaodong Wang
2024	J	`jnl`	A Curriculum Learning Approach to Optimization with Application to Downlink Beamforming. IEEE Trans. Signal Process. Jeremy Johnston, Xiao-Yang Liu, Shixun Wu, Xiaodong Wang
2024	—	`conf`	Analyzing Cascading Outbreak of GameStop Event: A Practical Approach Using Network Analysis and Large Language Models. ICAIF Shengyuan Lin, Keyi Wang, Xiao-Yang Liu
2024	—	`conf`	Customized FinGPT Search Agents Using Foundation Models. ICAIF Felix Tian, Ajay Byadgi, Daniel S. Kim, Daochen Zha, Matt White, Kairong Xiao, Xiao-Yang Liu
2024	J	`jnl`	Dynamic datasets and market environments for financial reinforcement learning. Mach. Learn. Xiao-Yang Liu, Ziyi Xia, Hongyang Yang, Jiechao Gao, Daochen Zha, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo
2024	A*	`conf`	Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. KDD Xiao Zhang, Ruoyu Xiang, Chenhan Yuan, Duanyu Feng, Weiguang Han, Alejandro Lopez-Lira, Xiao-Yang Liu, Meikang Qiu, Sophia Ananiadou, Min Peng, Jimin Huang, Qianqian Xie
2024	J	`jnl`	Dólares or Dollars? Unraveling the Bilingual Prowess of Financial LLMs Between Spanish and English. CoRR Xiao Zhang, Ruoyu Xiang, Chenhan Yuan, Duanyu Feng, Weiguang Han, Alejandro Lopez-Lira, Xiao-Yang Liu, Sophia Ananiadou, Min Peng, Jimin Huang, Qianqian Xie
2024	A	`conf`	Efficient Pretraining and Finetuning of Quantized LLMs with Low-Rank Structure. ICDCS Xiao-Yang Liu, Jie Zhang, Guoxuan Wang, Weiqin Tong, Anwar Walid
2024	A*	`conf`	FinBen: A Holistic Financial Benchmark for Large Language Models. NeurIPS 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
2024	J	`jnl`	FinGPT-HPC: Efficient Pretraining and Finetuning Large Language Models for Financial Applications with High-Performance Computing. CoRR Xiao-Yang Liu, Jie Zhang, Guoxuan Wang, Weiqing Tong, Anwar Walid
2024	J	`jnl`	FinLoRA: Finetuning Quantized Financial Large Language Models Using Low-Rank Adaptation. CoRR Dannong Wang, Daniel Kim, Bo Jin, Xingjian Zhao, Tianfan Fu, Steve Yang, Xiao-Yang Liu
2024	—	`conf`	High-Performance Spectral Tensor Layer for Deep Neural Network. IDS Jie Zhang, Weiqing Tong, Xiao-Yang Liu
2024	J	`jnl`	Open-FinLLMs: Open Multimodal Large Language Models for Financial Applications. CoRR Qianqian Xie, Dong Li, Mengxi Xiao, Zihao Jiang, Ruoyu Xiang, Xiao Zhang, Zhengyu Chen, Yueru He, Weiguang Han, Yuzhe Yang, Shunian Chen, Yifei Zhang, Lihang Shen, Daniel S. Kim, Zhiwei Liu, Zheheng Luo, Yangyang Yu, Yupeng Cao, Zhiyang Deng, Zhiyuan Yao, Haohang Li, Duanyu Feng, Yongfu Dai, VijayaSai Somasundaram, Peng Lu, Yilun Zhao, Yitao Long, Guojun Xiong, Kaleb E. Smith, Honghai Yu, Yanzhao Lai, Min Peng, Jianyun Nie, Jordan W. Suchow, Xiao-Yang Liu, Benyou Wang, Alejandro Lopez-Lira, Jimin Huang, Sophia Ananiadou
2024	J	`jnl`	Quantum-inspired Reinforcement Learning for Synthesizable Drug Design. CoRR Dannong Wang, Jintai Chen, Zhiding Liang, Tianfan Fu, Xiao-Yang Liu
2024	J	`jnl`	Real-Time Decoding of Snapshot Compressive Imaging Using Tensor FISTA-Net. IEEE Trans. Neural Networks Learn. Syst. Xiao-Yang Liu, Qifan Huang, Xiaochen Han, Bo Wu, Linghe Kong, Anwar Walid, Xiaodong Wang
2024	J	`jnl`	The FinBen: An Holistic Financial Benchmark for Large Language Models. CoRR 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
2024	J	`jnl`	The Model Openness Framework: Promoting Completeness and Openness for Reproducibility, Transparency and Usability in AI. CoRR Matt White, Ibrahim Haddad, Cailean Osborne, Xiao-Yang Liu, Ahmed Abdelmonsef, Sachin Varghese
2024	—	`conf`	XBRL Agent: Leveraging Large Language Models for Financial Report Analysis. ICAIF Shijie Han, Haoqiang Kang, Bo Jin, Xiao-Yang Liu, Steve Y. Yang
2023	A*	`conf`	Classical Simulation of Quantum Circuits: Parallel Environments and Benchmark. NeurIPS Xiao-Yang Liu, Zeliang Zhang
2023	J	`jnl`	Deep Reinforcement Learning for Traffic Light Control in Intelligent Transportation Systems. CoRR Xiao-Yang Liu, Ming Zhu, Sem C. Borst, Anwar Walid
2023	J	`jnl`	Deficiency of Large Language Models in Finance: An Empirical Examination of Hallucination. CoRR Haoqiang Kang, Xiao-Yang Liu
2023	J	`jnl`	Differentially Private Low-Rank Adaptation of Large Language Model Using Federated Learning. CoRR Xiao-Yang Liu, Rongyi Zhu, Daochen Zha, Jiechao Gao, Shan Zhong, Meikang Qiu
2023	—	`conf`	Downlink Beamforming Optimization via Deep Learning. Allerton Jeremy Johnston, Xiao-Yang Liu, Shixun Wu, Xiaodong Wang
2023	J	`jnl`	Dynamic Datasets and Market Environments for Financial Reinforcement Learning. CoRR Xiao-Yang Liu, Ziyi Xia, Hongyang Yang, Jiechao Gao, Daochen Zha, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo
2023	—	`conf`	Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models. ICAIF Boyu Zhang, Hongyang Yang, Tianyu Zhou, Ali Babar, Xiao-Yang Liu
2023	J	`jnl`	Enhancing Financial Sentiment Analysis via Retrieval Augmented Large Language Models. CoRR Boyu Zhang, Hongyang Yang, Tianyu Zhou, Ali Babar, Xiao-Yang Liu
2023	J	`jnl`	FinGPT: Democratizing Internet-scale Data for Financial Large Language Models. CoRR Xiao-Yang Liu, Guoxuan Wang, Daochen Zha
2023	J	`jnl`	FinGPT: Open-Source Financial Large Language Models. CoRR Hongyang Yang, Xiao-Yang Liu, Christina Dan Wang
2023	J	`jnl`	Graph-Tensor Neural Networks for Network Traffic Data Imputation. IEEE/ACM Trans. Netw. Lei Deng, Xiao-Yang Liu, Haifeng Zheng, Xinxin Feng, Zhizhang Chen
2023	J	`jnl`	High Performance Hierarchical Tucker Tensor Learning Using GPU Tensor Cores. IEEE Trans. Computers Hao Huang, Xiao-Yang Liu, Weiqin Tong, Tao Zhang, Anwar Walid, Xiaodong Wang
2023	J	`jnl`	High-Performance Tensor Learning Primitives Using GPU Tensor Cores. IEEE Trans. Computers Xiao-Yang Liu, Zeliang Zhang, Zhiyuan Wang, Han Lu, Xiaodong Wang, Anwar Walid
2023	J	`jnl`	Instruct-FinGPT: Financial Sentiment Analysis by Instruction Tuning of General-Purpose Large Language Models. CoRR Boyu Zhang, Hongyang Yang, Xiao-Yang Liu
2022	J	`jnl`	Codee: A Tensor Embedding Scheme for Binary Code Search. IEEE Trans. Software Eng. Jia Yang, Cai Fu, Xiao-Yang Liu, Heng Yin, Pan Zhou
2022	J	`jnl`	Deep Reinforcement Learning for Cryptocurrency Trading: Practical Approach to Address Backtest Overfitting. CoRR Berend Jelmer Dirk Gort, Xiao-Yang Liu, Xinghang Sun, Jiechao Gao, Shuaiyu Chen, Christina Dan Wang
2022	A*	`conf`	FinRL-Meta: Market Environments and Benchmarks for Data-Driven Financial Reinforcement Learning. NeurIPS Xiao-Yang Liu, Ziyi Xia, Jingyang Rui, Jiechao Gao, Hongyang Yang, Ming Zhu, Christina Dan Wang, Zhaoran Wang, Jian Guo
2022	J	`jnl`	Graph Spectral Regularized Tensor Completion for Traffic Data Imputation. IEEE Trans. Intell. Transp. Syst. Lei Deng, Xiao-Yang Liu, Haifeng Zheng, Xinxin Feng, Youjia Chen
2022	—	`conf`	High Performance Single-Site Finite DMRG on GPUs. CAIBDA Hao Hong, Weiqin Tong, Xiaoping Liu, Tao Zhang, Xiao-Yang Liu
2022	A*	`conf`	Homomorphic Matrix Completion. NeurIPS Xiao-Yang Liu, Zechu (Steven) Li, Xiaodong Wang
2022	J	`jnl`	Recommendations in Smart Devices Using Federated Tensor Learning. IEEE Internet Things J. Jia Yang, Cai Fu, Xiao-Yang Liu, Anwar Walid
2021	J	`jnl`	Convolutional Graph-Tensor Net for Graph Data Completion. CoRR Xiao-Yang Liu, Ming Zhu
2021	J	`jnl`	Deep Shearlet Residual Learning Network for Single Image Super-Resolution. IEEE Trans. Image Process. Tianyu Geng, Xiao-Yang Liu, Xiaodong Wang, Guiling Sun
2021	C	`conf`	Domain-Specific Sentence Encoder for Intention Recognition in Large-Scale Shopping Platforms. KSEM Chong Zhang, Zhiyuan Wang, Liuqing Yang, Xiao-Yang Liu, Ling Jiang
2021	J	`jnl`	ElegantRL-Podracer: Scalable and Elastic Library for Cloud-Native Deep Reinforcement Learning. CoRR Xiao-Yang Liu, Zechu Li, Zhuoran Yang, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo, Michael I. Jordan
2021	J	`jnl`	Evaluating the Performance of Hyperspectral Leaf Reflectance to Detect Water Stress and Estimation of Photosynthetic Capacities. Remote. Sens. Jing-Jing Zhou, Ya-Hao Zhang, Ze-Min Han, Xiao-Yang Liu, Yong-Feng Jian, Chun-Gen Hu, Yuanyong Dian
2021	J	`jnl`	Explainable Deep Reinforcement Learning for Portfolio Management: An Empirical Approach. CoRR Mao Guan, Xiao-Yang Liu
2021	—	`conf`	Explainable deep reinforcement learning for portfolio management: an empirical approach. ICAIF Mao Guan, Xiao-Yang Liu
2021	J	`jnl`	FinRL-Meta: A Universe of Near-Real Market Environments for Data-Driven Deep Reinforcement Learning in Quantitative Finance. CoRR Xiao-Yang Liu, Jingyang Rui, Jiechao Gao, Liuqing Yang, Hongyang Yang, Zhaoran Wang, Christina Dan Wang, Jian Guo
2021	J	`jnl`	FinRL-Podracer: High Performance and Scalable Deep Reinforcement Learning for Quantitative Finance. CoRR Zechu Li, Xiao-Yang Liu, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo
2021	—	`conf`	FinRL-podracer: high performance and scalable deep reinforcement learning for quantitative finance. ICAIF Zechu Li, Xiao-Yang Liu, Jiahao Zheng, Zhaoran Wang, Anwar Walid, Jian Guo
2021	J	`jnl`	FinRL: Deep Reinforcement Learning Framework to Automate Trading in Quantitative Finance. CoRR Xiao-Yang Liu, Hongyang Yang, Jiechao Gao, Christina Dan Wang
2021	—	`conf`	FinRL: deep reinforcement learning framework to automate trading in quantitative finance. ICAIF Xiao-Yang Liu, Hongyang Yang, Jiechao Gao, Christina Dan Wang
2021	J	`jnl`	High performance GPU primitives for graph-tensor learning operations. J. Parallel Distributed Comput. Tao Zhang, Wang Kan, Xiao-Yang Liu
2021	J	`jnl`	Interpretable Generative Adversarial Networks With Exponential Function. IEEE Trans. Signal Process. Rui She, Pingyi Fan, Xiao-Yang Liu, Xiaodong Wang
2021	J	`jnl`	Joint Multitarget Detection and Tracking in Multipath Environment Using Expectation Maximization Algorithm. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. Zhihua Li, Hongtao Su, Xiao-Yang Liu, Guoqing Wang, Mengdao Xing
2021	J	`jnl`	Quantum Tensor Network in Machine Learning: An Application to Tiny Object Classification. CoRR Fanjie Kong, Xiao-Yang Liu, Ricardo Henao
2021	J	`jnl`	Real-Time Indoor Localization for Smartphones Using Tensor-Generative Adversarial Nets. IEEE Trans. Neural Networks Learn. Syst. Xiao-Yang Liu, Xiaodong Wang
2021	J	`jnl`	Single Image Cloud Removal Using U-Net and Generative Adversarial Networks. IEEE Trans. Geosci. Remote. Sens. Jiahao Zheng, Xiao-Yang Liu, Xiaodong Wang
2021	A*	`conf`	Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation. AAAI Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou
2021	A*	`conf`	Towards Extremely Compact RNNs for Video Recognition With Fully Decomposed Hierarchical Tucker Structure. CVPR Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2021	J	`jnl`	Towards Extremely Compact RNNs for Video Recognition with Fully Decomposed Hierarchical Tucker Structure. CoRR Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2020	J	`jnl`	ANIMC: A Soft Framework for Auto-weighted Noisy and Incomplete Multi-view Clustering. CoRR Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu
2020	—	`conf`	Cloud-based Livestock Monitoring System Using RFID and Blockchain Technology. CSCloud/EdgeCom Liuqing Yang, Xiao-Yang Liu, Jeong Soo Kim
2020	J	`jnl`	Compressing Recurrent Neural Networks Using Hierarchical Tucker Tensor Decomposition. CoRR Miao Yin, Siyu Liao, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2020	—	`conf`	Deep reinforcement learning for automated stock trading: an ensemble strategy. ICAIF Hongyang Yang, Xiao-Yang Liu, Shan Zhong, Anwar Walid
2020	J	`jnl`	Dynamic Updating of the Knowledge Base for a Large-Scale Question Answering System. ACM Trans. Asian Low Resour. Lang. Inf. Process. Xiao-Yang Liu, Yimeng Zhang, Yukang Liao, Ling Jiang
2020	J	`jnl`	Energy Efficiency in Multihop Wireless Networks with Unreliable Links. IEEE Trans. Netw. Sci. Eng. Kechen Zheng, Xiao-Yang Liu, Luoyi Fu, Xinbing Wang, Yihua Zhu
2020	J	`jnl`	Federated Tensor Mining for Secure Industrial Internet of Things. IEEE Trans. Ind. Informatics Linghe Kong, Xiao-Yang Liu, Hao Sheng, Peng Zeng, Guihai Chen
2020	J	`jnl`	FinRL: A Deep Reinforcement Learning Library for Automated Stock Trading in Quantitative Finance. CoRR Xiao-Yang Liu, Hongyang Yang, Qian Chen, Runjia Zhang, Liuqing Yang, Bowen Xiao, Christina Dan Wang
2020	A*	`conf`	GMCM: Graph-based Micro-behavior Conversion Model for Post-click Conversion Rate Estimation. SIGIR Wentian Bao, Hong Wen, Sha Li, Xiao-Yang Liu, Quan Lin, Keping Yang
2020	A*	`conf`	Generating Robust Audio Adversarial Examples with Temporal Dependency. IJCAI Hongting Zhang, Pan Zhou, Qiben Yan, Xiao-Yang Liu
2020	J	`jnl`	High Performance GPU Tensor Completion With Tubal-Sampling Pattern. IEEE Trans. Parallel Distributed Syst. Tao Zhang, Xiao-Yang Liu, Xiaodong Wang
2020	J	`jnl`	High-Performance Homomorphic Matrix Completion on Multiple GPUs. IEEE Access Tao Zhang, Han Lu, Xiao-Yang Liu
2020	A*	`conf`	Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization. ACM Multimedia Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu
2020	J	`jnl`	Jointly Cross- and Self-Modal Graph Attention Network for Query-Based Moment Localization. CoRR Daizong Liu, Xiaoye Qu, Xiao-Yang Liu, Jianfeng Dong, Pan Zhou, Zichuan Xu
2020	A*	`conf`	Large-scale Causal Approaches to Debiasing Post-click Conversion Rate Estimation with Multi-task Learning. WWW Wenhao Zhang, Wentian Bao, Xiao-Yang Liu, Keping Yang, Quan Lin, Hong Wen, Ramin Ramezani
2020	J	`jnl`	Low-Tubal-Rank Tensor Completion Using Alternating Minimization. IEEE Trans. Inf. Theory Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang
2020	J	`jnl`	Network Latency Estimation With Leverage Sampling for Personal Devices: An Adaptive Tensor Completion Approach. IEEE/ACM Trans. Netw. Lei Deng, Haifeng Zheng, Xiao-Yang Liu, Xinxin Feng, Zhizhang (David) Chen
2020	—	`conf`	Quantifying ESG alpha using scholar big data: an automated machine learning approach. ICAIF Qian Chen, Xiao-Yang Liu
2020	—	`conf`	Secure Smart Home Systems: A Blockchain Perspective. INFOCOM Workshops Liuqing Yang, Xiao-Yang Liu, Wenbo Gong
2020	J	`jnl`	Secure Tensor Decomposition for Heterogeneous Multimedia Data in Cloud Computing. IEEE Trans. Comput. Soc. Syst. Cai Fu, Zhao Yang, Xiao-Yang Liu, Jia Yang, Anwar Walid, Laurence T. Yang
2020	J	`jnl`	Shearlet Enhanced Snapshot Compressive Imaging. IEEE Trans. Image Process. Peihao Yang, Linghe Kong, Xiao-Yang Liu, Xin Yuan, Guihai Chen
2020	J	`jnl`	Spatiotemporal Graph Neural Network based Mask Reconstruction for Video Object Segmentation. CoRR Daizong Liu, Shuangjie Xu, Xiao-Yang Liu, Zichuan Xu, Wei Wei, Pan Zhou
2020	A*	`conf`	Tensor FISTA-Net for Real-Time Snapshot Compressive Imaging. AAAI Xiaochen Han, Bo Wu, Zheng Shou, Xiao-Yang Liu, Yimeng Zhang, Linghe Kong
2020	J	`jnl`	Unbalanced Incomplete Multi-view Clustering via the Scheme of View Evolution: Weak Views are Meat; Strong Views do Eat. CoRR Xiang Fang, Yuchong Hu, Pan Zhou, Xiao-Yang Liu, Dapeng Oliver Wu
2020	A*	`conf`	Video Synthesis via Transform-Based Tensor Neural Network. ACM Multimedia Yimeng Zhang, Xiao-Yang Liu, Bo Wu, Anwar Walid
2020	J	`jnl`	cuTensor-Tubal: Efficient Primitives for Tubal-Rank Tensor Learning Operations on GPUs. IEEE Trans. Parallel Distributed Syst. Tao Zhang, Xiao-Yang Liu, Xiaodong Wang, Anwar Walid
2019	C	`conf`	A C++ Library for Tensor Decomposition. IPCCC Jiapeng Huang, Linghe Kong, Xiao-Yang Liu, Wenhao Qu, Guihai Chen
2019	J	`jnl`	A Causal Perspective to Unbiased Conversion Rate Estimation on Data Missing Not at Random. CoRR Wenhao Zhang, Wentian Bao, Xiao-Yang Liu, Keping Yang, Quan Lin, Hong Wen, Ramin Ramezani
2019	J	`jnl`	An Adaptive Sampling Scheme via Approximate Volume Sampling for Fingerprint-Based Indoor Localization. IEEE Internet Things J. Haifeng Zheng, Min Gao, Zhizhang Chen, Xiao-Yang Liu, Xinxin Feng
2019	J	`jnl`	An Online Ride-Sharing Path-Planning Strategy for Public Vehicle Systems. IEEE Trans. Intell. Transp. Syst. Ming Zhu, Xiao-Yang Liu, Xiaodong Wang
2019	Misc	`conf`	Cutensor-tubal: Optimized GPU Library for Low-tubal-rank Tensors. ICASSP Tao Zhang, Xiao-Yang Liu
2019	J	`jnl`	DP-LSTM: Differential Privacy-inspired LSTM for Stock Prediction Using Financial News. CoRR Xinyi Li, Yinchuan Li, Hongyang Yang, Liuqing Yang, Xiao-Yang Liu
2019	J	`jnl`	Deep Reinforcement Learning for Unmanned Aerial Vehicle-Assisted Vehicular Networks. CoRR Ming Zhu, Xiao-Yang Liu, Xiaodong Wang
2019	A*	`conf`	Deep Tensor ADMM-Net for Snapshot Compressive Imaging. ICCV Jiawei Ma, Xiao-Yang Liu, Zheng Shou, Xin Yuan
2019	J	`jnl`	Energy Efficiency of Secure Cognitive Radio Networks with Cooperative Spectrum Sharing. IEEE Trans. Mob. Comput. Xiaoying Liu, Kechen Zheng, Luoyi Fu, Xiao-Yang Liu, Xinbing Wang, Guojun Dai
2019	J	`jnl`	Energy-Efficient and Robust Tensor-Encoder for Wireless Camera Networks in Internet of Things. IEEE Trans. Netw. Sci. Eng. Huaying Wu, Xiao-Yang Liu, Luoyi Fu, Xinbing Wang
2019	J	`jnl`	Hierarchical Cooperation Improves Delay in Cognitive Radio Networks with Heterogeneous Mobile Secondary Nodes. IEEE Trans. Mob. Comput. Xiaoying Liu, Kechen Zheng, Xiao-Yang Liu, Xinbing Wang, Yi-hua Zhu
2019	—	`conf`	High-Performance Homomorphic Matrix Completion on GPUs. HPCC/SmartCity/DSS Han Lu, Tao Zhang, Xiao-Yang Liu
2019	—	`conf`	High-Performance Tensor Decoder on GPUs for Wireless Camera Networks in IoT. HPCC/SmartCity/DSS Hai Li, Tao Zhang, Runjia Zhang, Xiao-Yang Liu
2019	A	`conf`	High-performance Hardware Architecture for Tensor Singular Value Decomposition: Invited Paper. ICCAD Chunhua Deng, Miao Yin, Xiao-Yang Liu, Xiaodong Wang, Bo Yuan
2019	J	`jnl`	Hybrid Overlay-Underlay Cognitive Radio Networks With Energy Harvesting. IEEE Trans. Commun. Kechen Zheng, Xiao-Yang Liu, Xiaoying Liu, Yihua Zhu
2019	J	`jnl`	Multi-Agent Deep Reinforcement Learning for Liquidation Strategy Analysis. CoRR Wenhang Bao, Xiao-Yang Liu
2019	J	`jnl`	Optimal Rate Control for Energy-Harvesting Systems with Random Data and Energy Arrivals. ACM Trans. Sens. Networks Riheng Jia, Jinbei Zhang, Xiao-Yang Liu, Peng Liu, Luoyi Fu, Xinbing Wang
2019	—	`conf`	Practical Machine Learning Approach to Capture the Scholar Data Driven Alpha in AI Industry. IEEE BigData Yunzhe Fang, Xiao-Yang Liu, Hongyang Yang
2019	—	`conf`	Price Prediction of Cryptocurrency: An Empirical Study. SmartBlock Liuqing Yang, Xiao-Yang Liu, Xinyi Li, Yinchuan Li
2019	J	`jnl`	Risk Management via Anomaly Circumvent: Mnemonic Deep Learning for Midterm Stock Prediction. CoRR Xinyi Li, Yinchuan Li, Xiao-Yang Liu, Christina Dan Wang
2019	J	`jnl`	Search engine: The social relationship driving power of Internet of Things. Future Gener. Comput. Syst. Cai Fu, Chenchen Peng, Xiao-Yang Liu, Laurence T. Yang, Jia Yang, Lansheng Han
2019	J	`jnl`	Spatial Influence-aware Reinforcement Learning for Intelligent Transportation System. CoRR Wenhang Bao, Xiao-Yang Liu
2019	J	`jnl`	TGAN: Deep Tensor Generative Adversarial Nets for Large Image Generation. CoRR Zihan Ding, Xiao-Yang Liu, Miao Yin, Wei Liu, Linghe Kong
2019	—	`conf`	Tensor Super-Resolution with Generative Adversarial Nets: A Large Image Generation Approach. HBAI@IJCAI Zihan Ding, Xiao-Yang Liu, Miao Yin, Linghe Kong
2019	Misc	`conf`	Tensor Super-resolution for Seismic Data. ICASSP Songjie Liao, Xiao-Yang Liu, Feng Qian, Miao Yin, Guangmin Hu
2019	J	`jnl`	Wormhole: The Hidden Virus Propagation Power of the Search Engine in Social Networks. IEEE Trans. Dependable Secur. Comput. Cai Fu, Xiao-Yang Liu, Jia Yang, Laurence T. Yang, Shui Yu, Tianqing Zhu
2018	—	`conf`	A Practical Machine Learning Approach for Dynamic Stock Recommendation. TrustCom/BigDataSE Hongyang Yang, Xiao-Yang Liu, Qingwei Wu
2018	Misc	`conf`	Anisotropic Total Variation Regularized Low-Rank Tensor Completion Based On Tensor Nuclear Norm for Color Image Inpainting. ICASSP Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
2018	J	`jnl`	Deep Reinforcement Learning for Intelligent Transportation Systems. CoRR Xiao-Yang Liu, Zihan Ding, Sem C. Borst, Anwar Walid
2018	—	`conf`	Differentially Private Matrix Completion via Distributed Matrix Factorization. TrustCom/BigDataSE Haotian Zhou, Xiao-Yang Liu, Cai Fu, Chen Shang, Xinyi Chang
2018	A*	`conf`	Efficient Multi-Dimensional Tensor Sparse Coding Using t-Linear Combination. AAAI Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
2018	J	`jnl`	Information Scaling Law of Deep Neural Networks. CoRR Xiao-Yang Liu
2018	J	`jnl`	Interest-Aware Information Diffusion in Evolving Social Networks. IEEE Trans. Wirel. Commun. Jiaqi Liu, Luoyi Fu, Zhe Liu, Xiao-Yang Liu, Xinbing Wang
2018	J	`jnl`	Joint Transportation and Charging Scheduling in Public Vehicle Systems - A Game Theoretic Approach. IEEE Trans. Intell. Transp. Syst. Ming Zhu, Xiao-Yang Liu, Xiaodong Wang
2018	J	`jnl`	LS-Decomposition for Robust Recovery of Sensory Big Data. IEEE Trans. Big Data Xiao-Yang Liu, Xiaodong Wang
2018	J	`jnl`	Practical Deep Reinforcement Learning Approach for Stock Trading. CoRR Zhuoran Xiong, Xiao-Yang Liu, Shan Zhong, Hongyang Yang, Anwar Walid
2018	J	`jnl`	Spectrum Trading for Energy-Harvesting-Enabled Internet of Things in Harsh Environments. IEEE Access Changle Li, Yuchuan Fu, Zhe Liu, Xiao-Yang Liu, Weijie Wu, Lei Xiong
2018	A	`conf`	Tensor Sensing for Rf Tomographic Imaging. ICME Tao Deng, Feng Qian, Xiao-Yang Liu, Manyuan Zhang, Anwar Walid
2018	Misc	`conf`	Tensor Subspace Detection with Tubal-Sampling and Elementwise-Sampling. ICASSP Cuiping Li, Yue Sun, Xiao-Yang Liu, Ying Li
2018	—	`conf`	Tensor-Generative Adversarial Network with Two-Dimensional Sparse Coding: Application to Real-Time Indoor Localization. ICC Chenxiao Zhu, Lingqing Xu, Xiao-Yang Liu, Feng Qian
2018	J	`jnl`	Towards Secure and Energy-Efficient CRNs Via Embracing Interference: A Stochastic Geometry Approach. IEEE Access Xiaoying Liu, Kechen Zheng, Xiao-Yang Liu, Xinbing Wang, Guojun Dai
2018	J	`jnl`	Transform-Based Multilinear Dynamical System for Tensor Time Series Analysis. CoRR Weijun Lu, Xiao-Yang Liu, Qingwei Wu, Yue Sun, Anwar Walid
2017	J	`jnl`	3D seismic data denoising using two-dimensional sparse coding scheme. CoRR Mingjun Su, Jingbo Chang, Feng Qian, Guangmin Hu, Xiao-Yang Liu
2017	J	`jnl`	Abdominal adipose tissues extraction using multi-scale deep neural network. Neurocomputing Fei Jiang, Huating Li, Xuhong Hou, Bin Sheng, Ruimin Shen, Xiao-Yang Liu, Weiping Jia, Ping Li, Ruogu Fang
2017	—	`conf`	Advanced Fully Homomorphic Encryption Scheme Over Real Numbers. CSCloud Keke Gai, Meikang Qiu, Yujun Li, Xiao-Yang Liu
2017	J	`jnl`	An Online Ride-Sharing Path Planning Strategy for Public Vehicle Systems. CoRR Ming Zhu, Xiao-Yang Liu, Xiaodong Wang
2017	J	`jnl`	Data Backlog Analysis in Energy Harvesting Communication Systems. IEEE Access Riheng Jia, Jinbei Zhang, Peng Liu, Xiao-Yang Liu, Xiaoying Gan, Xinbing Wang
2017	J	`jnl`	Efficient Two-Dimensional Sparse Coding Using Tensor-Linear Combination. CoRR Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
2017	J	`jnl`	Evolutionary virus immune strategy for temporal networks based on community vitality. Future Gener. Comput. Syst. Min Li, Cai Fu, Xiao-Yang Liu, Jia Yang, Tianqing Zhu, Lansheng Han
2017	B	`conf`	Evolving K-Graph: Modeling Hybrid Interactions in Networks. MobiHoc Jiaqi Liu, Yuhang Yao, Xinzhe Fu, Luoyi Fu, Xiao-Yang Liu, Xinbing Wang
2017	J	`jnl`	Exact 3D seismic data reconstruction using Tubal-Alt-Min algorithm. CoRR Feng Qian, Quan Chen, Mingjun Su, Guangmin Hu, Xiao-Yang Liu
2017	J	`jnl`	Fourth-order Tensors with Multidimensional Discrete Transforms. CoRR Xiao-Yang Liu, Xiaodong Wang
2017	J	`jnl`	Graph Regularized Tensor Sparse Coding for Image Representation. CoRR Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
2017	A	`conf`	Graph regularized tensor sparse coding for image representation. ICME Fei Jiang, Xiao-Yang Liu, Hongtao Lu, Ruimin Shen
2017	J	`jnl`	Information-Centric Networks With Correlated Mobility. IEEE Trans. Veh. Technol. Xiaoying Liu, Kechen Zheng, Jun Zhao, Xiao-Yang Liu, Xinbing Wang, Xin Di
2017	J	`jnl`	Joint Transportation and Charging Scheduling in Public Vehicle Systems - A Game Theoretic Approach. CoRR Ming Zhu, Xiao-Yang Liu, Xiaodong Wang
2017	J	`jnl`	Joint adaptation framework in mobile ad hoc networks: A control theory perspective. Neurocomputing Linghe Kong, Bowen Wang, Xi Chen, Xue Liu, Xiao-Yang Liu, Jiadi Yu, Guangtao Xue, Guihai Chen
2017	J	`jnl`	Multidimensional Data Tensor Sensing for RF Tomographic Imaging. CoRR Tao Deng, Xiao-Yang Liu, Feng Qian, Anwar Walid
2017	J	`jnl`	On the Greedy Resource Occupancy Threat in Dynamic Spectrum Access. IEEE Trans. Veh. Technol. Songjun Ma, Xiao-Yang Liu, Luoyi Fu, Xiaohua Tian, Xiaoying Gan, Xinbing Wang
2017	J	`jnl`	Search Engine Drives the Evolution of Social Networks. CoRR Cai Fu, Chenchen Peng, Xiao-Yang Liu
2017	—	`conf`	Search engine drives the evolution of social networks. ACM TUR-C Cai Fu, Chenchen Peng, Xiao-Yang Liu
2017	J	`jnl`	Tensor Matched Subspace Detection. CoRR Cuiping Li, Xiao-Yang Liu, Yue Sun
2017	J	`jnl`	Tensor-Generative Adversarial Network with Two-dimensional Sparse Coding: Application to Real-time Indoor Localization. CoRR Chenxiao Zhu, Lingqing Xu, Xiao-Yang Liu, Feng Qian
2017	J	`jnl`	Virtualization of the Encryption Card for Trust Access in Cloud Computing. IEEE Access Deliang Xu, Cai Fu, Guohui Li, Deqing Zou, Honghao Zhang, Xiao-Yang Liu
2016	J	`jnl`	Adaptive Sampling of RF Fingerprints for Fine-Grained Indoor Localization. IEEE Trans. Mob. Comput. Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu
2016	B	`conf`	Drone-Based Wireless Relay Using Online Tensor Update. ICPADS Yao Xie, Xiao-Yang Liu, Linghe Kong, Fan Wu, Guihai Chen, Athanasios V. Vasilakos
2016	B	`conf`	EHR: Routing Protocol for Energy Harvesting Wireless Sensor Networks. ICPADS Yifeng Cao, Xiao-Yang Liu, Linghe Kong, Min-You Wu, Muhammad Khurram Khan
2016	J	`jnl`	ICP: Instantaneous clustering protocol for wireless sensor networks. Comput. Networks Linghe Kong, Qiao Xiang, Xue Liu, Xiao-Yang Liu, Xiaofeng Gao, Guihai Chen, Min-You Wu
2016	J	`jnl`	Low-tubal-rank Tensor Completion using Alternating Minimization. CoRR Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang
2016	J	`jnl`	Public Vehicles for Future Urban Transportation. IEEE Trans. Intell. Transp. Syst. Ming Zhu, Xiao-Yang Liu, Feilong Tang, Meikang Qiu, Ruimin Shen, Wei Wennie Shu, Min-You Wu
2016	Misc	`conf`	Tensor completion via adaptive sampling of tensor fibers: Application to efficient indoor RF fingerprinting. ICASSP Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu
2016	B	`conf`	Traffic big data based path planning strategy in public vehicle systems. IWQoS Ming Zhu, Xiao-Yang Liu, Meikang Qiu, Ruimin Shen, Wei Shu, Min-You Wu
2016	J	`jnl`	Transfer Problem in a Cloud-based Public Vehicle System with Sustainable Discomfort. Mob. Networks Appl. Ming Zhu, Xiao-Yang Liu, Meikang Qiu, Ruimin Shen, Wei Shu, Min-You Wu
2015	B	`conf`	A Public Vehicle System with Multiple Origin-Destination Pairs on Traffic Networks. GLOBECOM Ming Zhu, Linghe Kong, Xiao-Yang Liu, Ruimin Shen, Wei Shu, Min-You Wu
2015	J	`jnl`	An LS-Decomposition Approach for Robust Data Recovery in Wireless Sensor Networks. CoRR Xiao-Yang Liu, Xiaodong Wang, Linghe Kong, Meikang Qiu, Min-You Wu
2015	J	`jnl`	CDC: Compressive Data Collection for Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. Xiao-Yang Liu, Yanmin Zhu, Linghe Kong, Cong Liu, Yu Gu, Athanasios V. Vasilakos, Min-You Wu
2015	J	`jnl`	Fine-grained Indoor Localization with Adaptively Sampled RF Fingerprints. CoRR Xiao-Yang Liu, Shuchin Aeron, Vaneet Aggarwal, Xiaodong Wang, Min-You Wu
2015	A	`conf`	Privacy-Preserving Compressive Sensing for Crowdsensing Based Trajectory Recovery. ICDCS Linghe Kong, Liang He, Xiao-Yang Liu, Yu Gu, Min-You Wu, Xue Liu
2015	J	`jnl`	Resource-Efficient Data Gathering in Sensor Networks for Environment Reconstruction. Comput. J. Linghe Kong, Xiao-Yang Liu, Meixia Tao, Min-You Wu, Yu Gu, Long Cheng, Jianwei Niu
2015	—	`conf`	Search Engine: A Hidden Power for Virus Propagation in Community Networks. CSCloud Jia Yang, Cai Fu, Deliang Xu, Lansheng Han, Xiao-Yang Liu
2014	J	`jnl`	Data Loss and Reconstruction in Wireless Sensor Networks. IEEE Trans. Parallel Distributed Syst. Linghe Kong, Mingyuan Xia, Xiao-Yang Liu, Guangshuo Chen, Yu Gu, Min-You Wu, Xue Liu
2014	B	`conf`	Multi-attribute compressive data gathering. WCNC Guangshuo Chen, Xiao-Yang Liu, Linghe Kong, Jialiang Lu, Min-You Wu
2014	J	`jnl`	Surface Coverage in Sensor Networks. IEEE Trans. Parallel Distributed Syst. Linghe Kong, Ming-Chen Zhao, Xiao-Yang Liu, Jialiang Lu, Yunhuai Liu, Min-You Wu, Wei Shu
2014	B	`conf`	The charging-scheduling problem for electric vehicle networks. WCNC Ming Zhu, Xiao-Yang Liu, Linghe Kong, Ruimin Shen, Wei Shu, Min-You Wu
2013	A*	`conf`	Data loss and reconstruction in sensor networks. INFOCOM Linghe Kong, Mingyuan Xia, Xiao-Yang Liu, Min-You Wu, Xue Liu
2013	B	`conf`	JSSDR: Joint-Sparse Sensory Data Recovery in wireless sensor networks. WiMob Guangshuo Chen, Xiao-Yang Liu, Linghe Kong, Jialiang Lu, Wei Shu, Min-You Wu
2013	J	`jnl`	Mobility increases the surface coverage of distributed sensor networks. Comput. Networks Xiao-Yang Liu, Kai-Liang Wu, Yanmin Zhu, Linghe Kong, Min-You Wu
2013	B	`conf`	Multiple attributes-based data recovery in wireless sensor networks. GLOBECOM Guangshuo Chen, Xiao-Yang Liu, Linghe Kong, Jialiang Lu, Yu Gu, Wei Shu, Min-You Wu
2013	B	`conf`	Traffic Aware Routing in urban vehicular networks. WCNC Ting Cao, Xinchao Zhang, Linghe Kong, Xiao-Yang Liu, Wei Shu, Min-You Wu
2011	J	`jnl`	A Projection Pursuit Based Risk Assessment Method in Mobile Ad hoc Networks. Int. J. Comput. Intell. Syst. Cai Fu, Liu Ming, Chen Jing, Zhang Li, Xiao-Yang Liu
2005	C	`conf`	The key problem study of the intelligent decision for remote image classification supported by GIS. IGARSS Yi-Jin Chen, Xiao-Yang Liu, Xiao-Wen Liang