Efficient Hough Transform on the FPGA using DSP Slices and Block RAMs. - Xin Zhou 003; Norihiro Tomagou; Yasuaki Ito; Koji Nakano (IPDPS Workshops, 2013)

An Efficient Implementation of the One-Dimensional Hough Transform Algorithm for Circle Detection on the FPGA. - Xin Zhou 003; Yasuaki Ito; Koji Nakano (CANDAR, 2014)

An Efficient Implementation of the Gradient-Based Hough Transform Using DSP Slices and Block RAMs on the FPGA. - Xin Zhou 003; Yasuaki Ito; Koji Nakano (IPDPS Workshops, 2014)

Implementations of the Hough Transform on the Embedded Multicore Processors. - Xin Zhou 003; Norihiro Tomagou; Yasuaki Ito; Koji Nakano (Int. J. Netw. Comput., 2014)

Parallel FDFM Approach for Computing GCDs Using the FPGA. - Xin Zhou 003; Koji Nakano; Yasuaki Ito (PPAM (1), 2015)

An Efficient Implementation of LZW Compression in the FPGA. - Xin Zhou 003; Yasuaki Ito; Koji Nakano (ICA3PP, 2016)

An Efficient Implementation of LZW Decompression in the FPGA. - Xin Zhou 003; Yasuaki Ito; Koji Nakano (IPDPS Workshops, 2016)

Accelerating Reachability Analysis on Petri Net for Mutual Exclusion-Based Deadlock Detection. - Yunkai Du; Naijie Gu; Xin Zhou 003 (IEICE Trans. Inf. Syst., 2016)

An FPGA Implementation for a Flexible-Length-Arithmetic Processor Employing the FDFM Processor Core Approach. - Tatsuya Kawamoto; Xin Zhou 003; Jacir Luiz Bordim; Yasuaki Ito; Koji Nakano (IEICE Trans. Inf. Syst., 2016)

Efficient Implementation of FDFM Approach for Euclidean Algorithms on the FPGA. - Xin Zhou 003; Koji Nakano; Yasuaki Ito (Int. J. Netw. Comput., 2016)

DeepEE: Joint Optimization of Job Scheduling and Cooling Control for Data Center Energy Efficiency Using Deep Reinforcement Learning. - Yongyi Ran; Han Hu 003; Xin Zhou 003; Yonggang Wen 001 (ICDCS, 2019)

Toward Efficient Compute-Intensive Job Allocation for Green Data Centers: A Deep Reinforcement Learning Approach. - Deliang Yi; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (ICDCS, 2019)

A Survey of Predictive Maintenance: Systems, Purposes and Approaches. - Yongyi Ran; Xin Zhou 003; Pengfeng Lin; Yonggang Wen 001; Ruilong Deng (CoRR, 2019)

Kalibre: Knowledge-based Neural Surrogate Model Calibration for Data Center Digital Twins. - Ruihang Wang; Xin Zhou 003; Linsen Dong; Yonggang Wen 001; Rui Tan 001; Li Chen; Guan Wang; Feng Zeng (BuildSys, 2020)

Toward Automated Calibration of Data Center Digital Twins: A Neural Surrogate Approach. - Ruihang Wang; Yuanlong Li; Linsen Dong; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001; Li Chen; Guan Wang; Feng Zeng (CoRR, 2020)

Efficient Compute-Intensive Job Allocation in Data Centers via Deep Reinforcement Learning. - Deliang Yi; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (IEEE Trans. Parallel Distributed Syst., 2020)

Carbon Neutrality in Data Center. - Zhiwei Cao; Xin Zhou 003; Han Hu 003; Zhi Wang 001; Yonggang Wen 001 (CoRR, 2021)

Joint IT-Facility Optimization for Green Data Centers via Deep Reinforcement Learning. - Xin Zhou 003; Ruihang Wang; Yonggang Wen 001; Rui Tan 001 (IEEE Netw., 2021)

Intelligent Trainer for Dyna-Style Model-Based Deep Reinforcement Learning. - Linsen Dong; Yuanlong Li; Xin Zhou 003; Yonggang Wen 001; Kyle Guan (IEEE Trans. Neural Networks Learn. Syst., 2021)

Toward Physics-Guided Safe Deep Reinforcement Learning for Green Data Center Cooling Control. - Ruihang Wang; Xinyi Zhang; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (ICCPS, 2022)

Robust Metric Boosts Transfer. - Qiancheng Yang; Yong Luo 002; Han Hu 003; Xin Zhou 003; Bo Du 001; Dacheng Tao (MMSP, 2022)

Reducio: model reduction for data center predictive digital twins via physics-guided machine learning. - Zhiwei Cao; Ruihang Wang; Xin Zhou 003; Yonggang Wen 001 (BuildSys, 2022)

Optimizing Data Centre Energy Efficiency via Event Driven Deep Reinforcement Learning. - Yongyi Ran; Xin Zhou 003; Han Hu 003; Yonggang Wen 001 (SERVICES, 2022)

Toward a Systematic Survey for Carbon Neutral Data Centers. - Zhiwei Cao; Xin Zhou 003; Han Hu 003; Zhi Wang 001; Yonggang Wen 001 (IEEE Commun. Surv. Tutorials, 2022)

Machine Learning for a Sustainable Energy Future. - Zhenpeng Yao; Yanwei Lum; Andrew Johnston; Luis Martin Mejia-Mendoza; Xin Zhou 003; Yonggang Wen 001; Alán Aspuru-Guzik; Edward H. Sargent; Zhi Wei Seh (CoRR, 2022)

Toward Model-Assisted Safe Reinforcement Learning for Data Center Cooling Control: A Lyapunov-based Approach. - Zhiwei Cao; Ruihang Wang; Xin Zhou 003; Yonggang Wen 001 (e-Energy, 2023)

Phyllis: Physics-Informed Lifelong Reinforcement Learning for Data Center Cooling Control. - Ruihang Wang; Zhiwei Cao; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (e-Energy, 2023)

Energy-Efficient Connectivity Planning of Inter-Satellite Links for LEO Satellite Constellations. - Yue Li; Jiangtao Luo; Yongyi Ran; Jiahao Pi; Xin Zhou 003 (SatCom@MobiCom, 2023)

ChatTwin: Toward Automated Digital Twin Generation for Data Center via Large Language Models. - Minghao Li 005; Ruihang Wang; Xin Zhou 003; Zhaomeng Zhu; Yonggang Wen 001; Rui Tan 001 (BuildSys, 2023)

Optimizing Energy Efficiency for Data Center via Parameterized Deep Reinforcement Learning. - Yongyi Ran; Han Hu 003; Yonggang Wen 001; Xin Zhou 003 (IEEE Trans. Serv. Comput., 2023)

Optimizing Data Center Energy Efficiency via Event-Driven Deep Reinforcement Learning. - Yongyi Ran; Xin Zhou 003; Han Hu 003; Yonggang Wen 001 (IEEE Trans. Serv. Comput., 2023)

Random Shuffling Data for Hyperspectral Image Classification with Siamese and Knowledge Distillation Network. - Zhen Yang 012; Ying Cao; Xin Zhou 003; Junya Liu; Tao Zhang 027; Jinsheng Ji (Remote. Sens., 2023)

Toward Data Center Digital Twins via Knowledge-based Model Calibration and Reduction. - Ruihang Wang; Deneng Xia; Zhiwei Cao; Yonggang Wen 001; Rui Tan 001; Xin Zhou 003 (ACM Trans. Model. Comput. Simul., 2023)

EdgeVision: Towards Collaborative Video Analytics on Distributed Edges for Performance Maximization. - Guanyu Gao; Yuqi Dong; Ran Wang 004; Xin Zhou 003 (IEEE Trans. Multim., 2024)

Data Center Sustainability: Revisits and Outlooks. - Zhiwei Cao; Xin Zhou 003; Xiangyu Wu; Zhaomeng Zhu; Tracy Liu; Jeffery Neng; Yonggang Wen 001 (IEEE Trans. Sustain. Comput., 2024)

Green Data Center Cooling Control via Physics-guided Safe Reinforcement Learning. - Ruihang Wang; Zhiwei Cao; Xin Zhou 003; Yonggang Wen 001; Rui Tan 001 (ACM Trans. Cyber Phys. Syst., 2024)

Adaptive Capacity Provisioning for Carbon-Aware Data Centers: A Digital Twin-Based Approach. - Zhiwei Cao; Ruihang Wang; Xin Zhou 003; Rui Tan 001; Yonggang Wen 001; Yuejun Yan; Zhaoyang Wang (IEEE Trans. Sustain. Comput., 2025)