Zhiyuan Xu

According to our database, Zhiyuan Xu authored at least 80 papers between 2008 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2024

Optimizing CNN Computation Using RISC-V Custom Instruction Sets for Edge Platforms.

Shihang Wang, Xingbo Wang, Zhiyuan Xu, Bingzhen Chen, Chenxi Feng, Qi Wang, Terry Tao Ye

IEEE Trans. Computers, May, 2024

Attention-Based Deep Learning Model for Prediction of Major Adverse Cardiovascular Events in Peritoneal Dialysis Patients.

Zhiyuan Xu, Xiao Xu, Xuemei Zhu, Kai Niu, Jie Dong, Zhiqiang He

IEEE J. Biomed. Health Informatics, February, 2024

FlowDepth: Decoupling Optical Flow for Self-Supervised Monocular Depth Estimation.

Yiyang Sun, Zhiyuan Xu, Xiaonian Wang, Jing Yao

CoRR, 2024

Mipha: A Comprehensive Overhaul of Multimodal Assistant with Small Language Models.

Minjie Zhu, Yichen Zhu, Xin Liu, Ning Liu, Zhiyuan Xu, Chaomin Shen, Yaxin Peng, Zhicai Ou, Feifei Feng, Jian Tang

CoRR, 2024

A Survey on Robotics with Foundation Models: toward Embodied AI.

Zhiyuan Xu, Kun Wu, Junjie Wen, Jinming Li, Ning Liu, Zhengping Che, Jian Tang

CoRR, 2024

An Efficient Generalizable Framework for Visuomotor Policies via Control-aware Augmentation and Privilege-guided Distillation.

Yinuo Zhao, Kun Wu, Tianjiao Yi, Zhiyuan Xu, Xiaozhu Ju, Zhengping Che, Qinru Qiu, Chi Harold Liu, Jian Tang

CoRR, 2024

Visual Robotic Manipulation with Depth-Aware Pretraining.

Wanying Wang, Jinming Li, Yichen Zhu, Zhiyuan Xu, Zhengping Che, Yaxin Peng, Chaomin Shen, Dong Liu, Feifei Feng, Jian Tang

CoRR, 2024

SWBT: Similarity Weighted Behavior Transformer with the Imperfect Demonstration for Robotic Manipulation.

Kun Wu, Ning Liu, Zhen Zhao, Di Qiu, Jinming Li, Zhengping Che, Zhiyuan Xu, Qinru Qiu, Jian Tang

CoRR, 2024

Language-Conditioned Robotic Manipulation with Fast and Slow Thinking.

Minjie Zhu, Yichen Zhu, Jinming Li, Junjie Wen, Zhiyuan Xu, Zhengping Che, Chaomin Shen, Yaxin Peng, Dong Liu, Feifei Feng, Jian Tang

CoRR, 2024

Object-Centric Instruction Augmentation for Robotic Manipulation.

Junjie Wen, Yichen Zhu, Minjie Zhu, Jinming Li, Zhiyuan Xu, Zhengping Che, Chaomin Shen, Yaxin Peng, Dong Liu, Feifei Feng, Jian Tang

CoRR, 2024

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective.

Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Distributional generative adversarial imitation learning with reproducing kernel generalization.

Yirui Zhou, Mengxiao Lu, Xiaowei Liu, Zhengping Che, Zhiyuan Xu, Jian Tang, Yangchun Zhang, Yan Peng, Yaxin Peng

Neural Networks, August, 2023

Multioutput Switched-Capacitor Multilevel Inverter With Intrinsic Elimination of the Photovoltaics Induced Leakage Current and High Boost Factor.

Xiaofeng Zheng, Jia Yao, Zhiyuan Xu, Adrian Ioinovici

IEEE Trans. Ind. Electron., June, 2023

An interpretable machine learning approach for predicting 30-day readmission after stroke.

Ji Lv, Mengmeng Zhang, Yujie Fu, Mengshuang Chen, Binjie Chen, Zhiyuan Xu, Xianliang Yan, Shuqun Hu, Ningjun Zhao

Int. J. Medical Informatics, June, 2023

A Co-Scheduling Framework for DNN Models on Mobile and Edge Devices With Heterogeneous Hardware.

Zhiyuan Xu, Dejun Yang, Chengxiang Yin, Jian Tang, Yanzhi Wang, Guoliang Xue

IEEE Trans. Mob. Comput., March, 2023

AI-Enabled Experience-Driven Networking: Vision, State-of-the-Art and Future Directions.

Yinan Tang, Tongtong Yuan, Zhiyuan Xu, Weiyi Zhang, Jian Tang, Guoliang Xue, Yanzhi Wang

IEEE Netw., 2023

Multi-Clue Reasoning with Memory Augmentation for Knowledge-based Visual Question Answering.

Chengxiang Yin, Zhengping Che, Kun Wu, Zhiyuan Xu, Jian Tang

CoRR, 2023

Cross-Modal Reasoning with Event Correlation for Video Question Answering.

Chengxiang Yin, Zhengping Che, Kun Wu, Zhiyuan Xu, Qinru Qiu, Jian Tang

CoRR, 2023

Exploring Gradient Explosion in Generative Adversarial Imitation Learning: A Probabilistic Perspective.

Wanying Wang, Yichen Zhu, Yirui Zhou, Chaomin Shen, Jian Tang, Zhiyuan Xu, Yaxin Peng, Yangchun Zhang

CoRR, 2023

Optimization Techniques for a Physical Model of Human Vocalisation.

Mateo Camara, Zhiyuan Xu, Yisu Zong, José-Luis Blanco, Joshua D. Reiss

CoRR, 2023

Vocal Tract Area Estimation by Gradient Descent.

David Südholt, Mateo Camara, Zhiyuan Xu, Joshua D. Reiss

CoRR, 2023

RDFC-GAN: RGB-Depth Fusion CycleGAN for Indoor Depth Completion.

Haowen Wang, Zhengping Che, Mingyuan Wang, Zhiyuan Xu, Xiuquan Qiao, Mengshi Qi, Feifei Feng, Jian Tang

CoRR, 2023

Directed Acyclic Graph Factorization Machines for CTR Prediction via Knowledge Distillation.

Zhen Tian, Ting Bai, Zibin Zhang, Zhiyuan Xu, Kangyi Lin, Ji-Rong Wen, Wayne Xin Zhao

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

Bounded-DWA: An Efficient Local Planner for Ackermann-driven Vehicles on Sandy Terrain.

Ke Gong, Zhiyuan Xu, Xinyu Zhang

Proceedings of the IEEE International Conference on Real-time Computing and Robotics, 2023

DTF-Net: Category-Level Pose Estimation and Shape Reconstruction via Deformable Template Field.

Haowen Wang, Zhipeng Fan, Zhen Zhao, Zhengping Che, Zhiyuan Xu, Dong Liu, Feifei Feng, Yakun Huang, Xiuquan Qiao, Jian Tang

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Design and Many-Objective Optimization of an In-Wheel Hybrid-Excitation Flux-Switching Machine Based on the Kriging Interpolation Model.

Zhiyuan Xu, Ming Cheng, Honghui Wen, Yang Jiang

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

Finite Control Set Model-Free Predictive Current Control Based on Ultralocal Model and RLS Algorithm for PMSM.

Yang Jiang, Ming Cheng, Zhiyuan Xu

Proceedings of the 49th Annual Conference of the IEEE Industrial Electronics Society, 2023

CMG-Net: An End-to-End Contact-based Multi-Finger Dexterous Grasping Network.

Mingze Wei, Yaomin Huang, Zhiyuan Xu, Ning Liu, Zhengping Che, Xinyu Zhang, Chaomin Shen, Feifei Feng, Chun Shan, Jian Tang

Proceedings of the IEEE International Conference on Robotics and Automation, 2023

An Unsupervised Domain Adaptive Network Based on Category Prototype Alignment for Medical Image Segmentation.

Mei Yu, Zhiyuan Xu, Jie Gao, Jian Yu, Mankun Zhao

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2023

ScaleKD: Distilling Scale-Aware Knowledge in Small Object Detector.

Yichen Zhu, Qiqi Zhou, Ning Liu, Zhiyuan Xu, Zhicai Ou, Xiaofeng Mou, Jian Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

CP³: Channel Pruning Plug-in for Point-Based Networks.

Yaomin Huang, Ning Liu, Zhengping Che, Zhiyuan Xu, Chaomin Shen, Yaxin Peng, Guixu Zhang, Xinmei Liu, Feifei Feng, Jian Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Bridging the Gap Between Semantic Segmentation and Instance Segmentation.

Chengxiang Yin, Jian Tang, Tongtong Yuan, Zhiyuan Xu, Yanzhi Wang

IEEE Trans. Multim., 2022

ReCARL: Resource Allocation in Cloud RANs With Deep Reinforcement Learning.

Zhiyuan Xu, Jian Tang, Chengxiang Yin, Yanzhi Wang, Guoliang Xue, Jing Wang, Mustafa Cenk Gursoy

IEEE Trans. Mob. Comput., 2022

Receiver Signal Analysis on Geometry and Excitation Parameters of Remote Field Eddy Current Probe.

Qi Xiao, Jian Feng, Zhiyuan Xu, Huaguang Zhang

IEEE Trans. Ind. Electron., 2022

Continual Few-Shot Learning with Adversarial Class Storage.

Kun Wu, Chengxiang Yin, Jian Tang, Zhiyuan Xu, Yanzhi Wang, Dejun Yang

CoRR, 2022

Bone tumor necrosis rate detection in few-shot X-rays based on deep learning.

Zhiyuan Xu, Kai Niu, Shun Tang, Tianqi Song, Yue Rong, Wei Guo, Zhiqiang He

Comput. Medical Imaging Graph., 2022

Generalization and Computation for Policy Classes of Generative Adversarial Imitation Learning.

Yirui Zhou, Yangchun Zhang, Xiaowei Liu, Wanying Wang, Zhengping Che, Zhiyuan Xu, Jian Tang, Yaxin Peng

Proceedings of the Parallel Problem Solving from Nature - PPSN XVII, 2022

Teach Less, Learn More: On the Undistillable Classes in Knowledge Distillation.

Yichen Zhu, Ning Liu, Zhiyuan Xu, Xin Liu, Weibin Meng, Louis Wang, Zhicai Ou, Jian Tang

Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Label-Guided Auxiliary Training Improves 3D Object Detector.

Yaomin Huang, Xinmei Liu, Yichen Zhu, Zhiyuan Xu, Chaomin Shen, Zhengping Che, Guixu Zhang, Yaxin Peng, Feifei Feng, Jian Tang

Proceedings of the Computer Vision - ECCV 2022, 2022

RGB-Depth Fusion GAN for Indoor Depth Completion.

Haowen Wang, Mingyuan Wang, Zhengping Che, Zhiyuan Xu, Xiuquan Qiao, Mengshi Qi, Feifei Feng, Jian Tang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

CADRE: A Cascade Deep Reinforcement Learning Framework for Vision-Based Autonomous Urban Driving.

Yinuo Zhao, Kun Wu, Zhiyuan Xu, Zhengping Che, Qi Lu, Jian Tang, Chi Harold Liu

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

An Actor-Critic-Based Transfer Learning Framework for Experience-Driven Networking.

Zhiyuan Xu, Dejun Yang, Jian Tang, Yinan Tang, Tongtong Yuan, Yanzhi Wang, Guoliang Xue

IEEE/ACM Trans. Netw., 2021

ADSCN: Adaptive dense skip connection network for railway infrastructure displacement monitoring images super-resolution.

Hui Yin, Jin Wan, Shi-Jie Zhang, Zhiyuan Xu

Multim. Tools Appl., 2021

PnP-DRL: A Plug-and-Play Deep Reinforcement Learning Approach for Experience-Driven Networking.

Zhiyuan Xu, Kun Wu, Weiyi Zhang, Jian Tang, Yanzhi Wang, Guoliang Xue

IEEE J. Sel. Areas Commun., 2021

Trajectory tracking analysis of airborne data link antenna.

Gang Yao, Zhiyuan Xu

Comput. Commun., 2021

Kashin-Beck disease diagnosis based on deep learning from hand X-ray images.

Jinyuan Dang, Hu Li, Kai Niu, Zhiyuan Xu, Jianhao Lin, Zhiqiang He

Comput. Methods Programs Biomed., 2021

EXTRA: An Experience-driven Control Framework for Distributed Stream Data Processing with a Variable Number of Threads.

Teng Li, Zhiyuan Xu, Jian Tang, Kun Wu, Yanzhi Wang

Proceedings of the 29th IEEE/ACM International Symposium on Quality of Service, 2021

Switched-Capacitor Two-Output Multilevel Inverter (SCMLI) with Common Ground for Photovoltaic Applications.

Zhiyuan Xu, Jia Yao, Adrian Ioinovici

Proceedings of the IECON 2021, 2021

Hierarchical Graph Attention Network for Few-shot Visual-Semantic Learning.

Chengxiang Yin, Kun Wu, Zhengping Che, Bo Jiang, Zhiyuan Xu, Jian Tang

Proceedings of the 2021 IEEE/CVF International Conference on Computer Vision, 2021

2020

Memory Augmented Deep Recurrent Neural Network for Video Question Answering.

Chengxiang Yin, Jian Tang, Zhiyuan Xu, Yanzhi Wang

IEEE Trans. Neural Networks Learn. Syst., 2020

An Automatic Visual Monitoring System for Expansion Displacement of Switch Rail.

Hui Yin, Zhihao Liu, Zhiyuan Xu, Liang Gao

IEEE Trans. Instrum. Meas., 2020

Rotating Focused Field Eddy-Current Sensing for Arbitrary Orientation Defects Detection in Carbon Steel.

Zhiyuan Xu, Xiang Wang, Yiming Deng

Sensors, 2020

Label-Free and Reproducible Chemical Sensor Using the Vertical-Fluid-Array Induced Optical Fiber Long Period Grating (VIOLIN).

Deming Hu, Zhiyuan Xu, Junqiu Long, Peng Xiao, Lili Liang, Lipeng Sun, Hao Liang, Yang Ran, Bai-ou Guan

Sensors, 2020

COMP: Online Control Mechanism for Profit Maximization in Privacy- Preserving Crowdsensing.

Yang Liu, Tong Feng, Mugen Peng, Zhongbai Jiang, Zhiyuan Xu, Jianfeng Guan, Su Yao

IEEE J. Sel. Areas Commun., 2020

Knowledge Transfer in Multi-Task Deep Reinforcement Learning for Continuous Control.

Zhiyuan Xu, Kun Wu, Zhengping Che, Jian Tang, Jieping Ye

Proceedings of the Advances in Neural Information Processing Systems 33: Annual Conference on Neural Information Processing Systems 2020, 2020

Ads Allocation in Feed via Constrained Optimization.

Jinyun Yan, Zhiyuan Xu, Birjodh Tiwana, Shaunak Chatterjee

Proceedings of the KDD '20: The 26th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2020

Research on the Method and Application of Intelligent Information Service Demand Identification of Inland Waterway.

Xiaojian Di, Jixiu Zhang, Baidan Li, Zhiyuan Xu

Proceedings of the 5th IEEE International Conference on Intelligent Transportation Engineering, 2020

AutoCompress: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates.

Ning Liu, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jieping Ye

Proceedings of the Thirty-Fourth AAAI Conference on Artificial Intelligence, 2020

2019

Experience-Driven Congestion Control: When Multi-Path TCP Meets Deep Reinforcement Learning.

Zhiyuan Xu, Jian Tang, Chengxiang Yin, Yanzhi Wang, Guoliang Xue

IEEE J. Sel. Areas Commun., 2019

AutoSlim: An Automatic DNN Structured Pruning Framework for Ultra-High Compression Rates.

Ning Liu, Xiaolong Ma, Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jieping Ye

CoRR, 2019

A Deep Recurrent Neural Network Based Predictive Control Framework for Reliable Distributed Stream Data Processing.

Jielong Xu, Jian Tang, Zhiyuan Xu, Chengxiang Yin, Kevin A. Kwiat, Charles A. Kamhoua

Proceedings of the 2019 IEEE International Parallel and Distributed Processing Symposium, 2019

2018

Learning-Based Energy-Efficient Data Collection by Unmanned Vehicles in Smart Cities.

Bo Zhang, Chi Harold Liu, Jian Tang, Zhiyuan Xu, Jian Ma, Wendong Wang

IEEE Trans. Ind. Informatics, 2018

Model-free Control for Distributed Stream Data Processing using Deep Reinforcement Learning.

Teng Li, Zhiyuan Xu, Jian Tang, Yanzhi Wang

Proc. VLDB Endow., 2018

Adversarial Meta-Learning.

Chengxiang Yin, Jian Tang, Zhiyuan Xu, Yanzhi Wang

CoRR, 2018

Experience-driven Networking: A Deep Reinforcement Learning based Approach.

Zhiyuan Xu, Jian Tang, Jingsong Meng, Weiyi Zhang, Yanzhi Wang, Chi Harold Liu, Dejun Yang

Proceedings of the 2018 IEEE Conference on Computer Communications, 2018

Limited-Memory BFGS Optimization of Recurrent Neural Network Language Models for Speech Recognition.

Xunying Liu, Shansong Liu, Jinze Sha, Jianwei Yu, Zhiyuan Xu, Xie Chen, Helen Meng

Proceedings of the 2018 IEEE International Conference on Acoustics, 2018

2017

Imaging-wide association study: Integrating imaging endophenotypes in GWAS.

Zhiyuan Xu, Chong Wu, Wei Pan

NeuroImage, 2017

Spatiotemporal modeling and prediction in cellular networks: A big data enabled deep learning approach.

Jing Wang, Jian Tang, Zhiyuan Xu, Yanzhi Wang, Guoliang Xue, Xing Zhang, Dejun Yang

Proceedings of the 2017 IEEE Conference on Computer Communications, 2017

Deep Reinforcement Learning for Dynamic Treatment Regimes on Medical Registry Data.

Ying Liu, Brent Logan, Ning Liu, Zhiyuan Xu, Jian Tang, Yanzhi Wang

Proceedings of the 2017 IEEE International Conference on Healthcare Informatics, 2017

A Hierarchical Framework of Cloud Resource Allocation and Power Management Using Deep Reinforcement Learning.

Ning Liu, Zhe Li, Jielong Xu, Zhiyuan Xu, Sheng Lin, Qinru Qiu, Jian Tang, Yanzhi Wang

Proceedings of the 37th IEEE International Conference on Distributed Computing Systems, 2017

A deep reinforcement learning based framework for power-efficient resource allocation in cloud RANs.

Zhiyuan Xu, Yanzhi Wang, Jian Tang, Jing Wang, Mustafa Cenk Gursoy

Proceedings of the IEEE International Conference on Communications, 2017

2016

DCIL: Devices Collaboration Indoor Localization with Soft AP.

Yaodong Huang, Ruijin Wang, Zhiyuan Xu, Dajiang Chen, Higuang Qin

Ad Hoc Sens. Wirel. Networks, 2016

2015

Effects of the Tradeoff between the Customer Churn Rate and Retention Capability on the Predictive Performance of Algorithms.

Zhiyuan Xu, Shuhui Gong, Zhaojing Zhang, Bin Jia, Hao Jin, Dong Liang

Proceedings of the Advances in Data Mining, 15th Industrial Conference, 2015

2014

Testing for association with multiple traits in generalized estimation equations, with application to neuroimaging data.

Yiwei Zhang, Zhiyuan Xu, Xiaotong Shen, Wei Pan

NeuroImage, 2014

A tree search algorithm for the container loading problem.

Sheng Liu, Wei Tan, Zhiyuan Xu, Xiwei Liu

Comput. Ind. Eng., 2014

GRIB: Gesture Recognition Interaction with Mobile Devices for Blind People.

Yaodong Huang, Zhiyuan Xu, Ruijin Wang, Dajiang Chen

Proceedings of the 14th IEEE International Conference on Computer and Information Technology, 2014

2013

AENS: Accurate and Efficient Mobile Phone Indoor Navigation System without WiFi.

Zhiyuan Xu, Ruijin Wang, Fan Li, Yaodong Huang

Proceedings of the IEEE 11th International Conference on Dependable, 2013

2011

The Evaluation of Land Utilization Intensity Based on Artificial Neural Network - A Case of Zhejiang Province.

Jianchun Xu, Huan Li, Zhiyuan Xu

Proceedings of the Advances in Neural Networks - ISNN 2011, 2011

2010

A synergetic operating unit on NoC layer for CMP system.

Xiongli Gu, Peng Liu, Zhiyuan Xu, Bingjie Xia, Cheng Li, Qingdong Yao, Ce Shi

Int. J. High Perform. Syst. Archit., 2010

2008

User-Classified Dynamic Resource Allocation for Real-Time VBR Video Transmission Based on Time-Domain Traffic Prediction.

Zhiyuan Xu, Hui Li, Yueming Lu, Yuefeng Ji

Proceedings of the Global Communications Conference, 2008. GLOBECOM 2008, New Orleans, LA, USA, 30 November, 2008