Xuechen Zhang

According to our database, Xuechen Zhang authored at least 72 papers between 2009 and 2024.

Collaborative distances:

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

2024

Class-Attribute Priors: Adapting Optimization to Heterogeneity and Fairness Objective.

Xuechen Zhang, Mingchen Li, Jiasi Chen, Christos Thrampoulidis, Samet Oymak

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

A Score-Based Deterministic Diffusion Algorithm with Smooth Scores for General Distributions.

Karthik Elamvazhuthi, Xuechen Zhang, Matthew Jacobs, Samet Oymak, Fabio Pasqualetti

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

2023

ECL 3.0: a sensitive peptide identification tool for cross-linking mass spectrometry data analysis.

Chen Zhou, Shuaijian Dai, Shengzhi Lai, Yuanqiao Lin, Xuechen Zhang, Ning Li, Weichuan Yu

BMC Bioinform., December, 2023

APQ: Automated DNN Pruning and Quantization for ReRAM-Based Accelerators.

Siling Yang, Shuibing He, Hexiao Duan, Weijian Chen, Xuechen Zhang, Tong Wu, Yanlong Yin

IEEE Trans. Parallel Distributed Syst., September, 2023

Automatic 3D joint erosion detection for the diagnosis and monitoring of rheumatoid arthritis using hand HR-pQCT images.

Xuechen Zhang, Isaac Cheng, Shaojun Liu, Chenrui Li, Jing-Hao Xue, Lai-Shan Tam, Weichuan Yu

Comput. Medical Imaging Graph., June, 2023

Design and operation of a deep-learning-based fresh tea-leaf sorting robot.

Xuechen Zhang, Zhengmin Wu, Chengmao Cao, Kun Luo, Kuan Qin, Yangyang Huang, Jie Cao

Comput. Electron. Agric., March, 2023

FedYolo: Augmenting Federated Learning with Pretrained Transformers.

Xuechen Zhang, Mingchen Li, Xiangyu Chang, Jiasi Chen, Amit K. Roy-Chowdhury, Ananda Theertha Suresh, Samet Oymak

CoRR, 2023

Text-to-3D Generative AI on Mobile Devices: Measurements and Optimizations.

Xuechen Zhang, Zheng Li, Samet Oymak, Jiasi Chen

Proceedings of the 2023 Workshop on Emerging Multimedia Systems, 2023

Efficient Maximal Biclique Enumeration on GPUs.

Zhe Pan, Shuibing He, Xu Li, Xuechen Zhang, Rui Wang, Gang Chen

Proceedings of the International Conference for High Performance Computing, 2023

Max-Margin Token Selection in Attention Mechanism.

Davoud Ataee Tarzanagh, Yingcong Li, Xuechen Zhang, Samet Oymak

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Learning on Manifolds: Universal Approximations Properties using Geometric Controllability Conditions for Neural ODEs.

Karthik Elamvazhuthi, Xuechen Zhang, Samet Oymak, Fabio Pasqualetti

Proceedings of the Learning for Dynamics and Control Conference, 2023

iCache: An Importance-Sampling-Informed Cache for Accelerating I/O-Bound DNN Model Training.

Weijian Chen, Shuibing He, Yaowen Xu, Xuechen Zhang, Siling Yang, Shuang Hu, Xian-He Sun, Gang Chen

Proceedings of the IEEE International Symposium on High-Performance Computer Architecture, 2023

2022

Accelerating Tensor Swapping in GPUs With Self-Tuning Compression.

Ping Chen, Shuibing He, Xuechen Zhang, Shuaiben Chen, Peiyi Hong, Yanlong Yin, Xian-He Sun

IEEE Trans. Parallel Distributed Syst., 2022

Deep Learning in Lane Marking Detection: A Survey.

Youcheng Zhang, Zongqing Lu, Xuechen Zhang, Jing-Hao Xue, Qingmin Liao

IEEE Trans. Intell. Transp. Syst., 2022

A Method for Calculating Characteristic Value to Characterize the Induced Charge in Electrostatic Tomography.

Chao Wang, Tao Liu, Lin Jia, Xuechen Zhang, Jiamin Ye

IEEE Trans. Instrum. Meas., 2022

Image Reconstruction for Electrostatic Tomography With One-Dimensional Prior Knowledge Based Residual Network.

Chao Wang, Xuechen Zhang, Hongjun Sun, Xiao Liang, Lin Jia, Jiamin Ye

IEEE Trans. Instrum. Meas., 2022

PM-Rtree: A Highly-Efficient Crash-Consistent R-tree for Persistent Memory.

Brandon Lavinsky, Xuechen Zhang

Proceedings of the SSDBM 2022: 34th International Conference on Scientific and Statistical Database Management, Copenhagen, Denmark, July 6, 2022

WAFLASH: Taming Unaligned Writes in Solid-State Disks.

Shuibing He, Matthew Myers, Xuehao Duan, Keegan Sanchez, Xuechen Zhang

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2022

BlinkNet: Software-Defined Deep Learning Analytics with Bounded Resources.

Brian Koga, Theresa VanderWeide, Xinghui Zhao, Xuechen Zhang

Proceedings of the 21st IEEE International Conference on Machine Learning and Applications, 2022

NVAlloc: rethinking heap metadata management in persistent memory allocators.

Zheng Dang, Shuibing He, Peiyi Hong, Zhenxin Li, Xuechen Zhang, Xian-He Sun, Gang Chen

Proceedings of the ASPLOS '22: 27th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, Lausanne, Switzerland, 28 February 2022, 2022

2021

Post-hoc Models for Performance Estimation of Machine Learning Inference.

Xuechen Zhang, Samet Oymak, Jiasi Chen

CoRR, 2021

AutoBalance: Optimized Loss Functions for Imbalanced Data.

Mingchen Li, Xuechen Zhang, Christos Thrampoulidis, Jiasi Chen, Samet Oymak

Proceedings of the Advances in Neural Information Processing Systems 34: Annual Conference on Neural Information Processing Systems 2021, 2021

NVSwap: Latency-Aware Paging using Non-Volatile Main Memory.

Yekang Wu, Xuechen Zhang

Proceedings of the IEEE International Conference on Networking, Architecture and Storage, 2021

Research on Fines of Dangerous Driving Crime Based on Random Forest and Deep Learning.

Yanyan Li, Hong Zhao, Xuechen Zhang

Proceedings of the 2021 International Symposium on Computer Science and Intelligent Control, 2021

AUTO-PRUNE: automated DNN pruning and mapping for ReRAM-based accelerator.

Siling Yang, Weijian Chen, Xuechen Zhang, Shuibing He, Yanlong Yin, Xian-He Sun

Proceedings of the ICS '21: 2021 International Conference on Supercomputing, 2021

Image Reconstruction for Electrostatic Tomography Based on Residual Network Considering the Prior Knowledge of Boundary Measurement.

Chao Wang, Xuechen Zhang, Hongjun Sun, Xiao Liang, Jiamin Ye

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

Evaluation of Coil Location of TMR-based Electromagnetic Tomography Sensor.

Chao Wang, Xiao Liang, Jiamin Ye, Xuechen Zhang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

CSWAP: A Self-Tuning Compression Framework for Accelerating Tensor Swapping in GPUs.

Ping Chen, Shuibing He, Xuechen Zhang, Shuaiben Chen, Peiyi Hong, Yanlong Yin, Xian-He Sun, Gang Chen

Proceedings of the IEEE International Conference on Cluster Computing, 2021

2020

UPS: Unified PMU-Data Storage System to Enhance T+D PMU Data Usability.

Ian Kosen, Can Huang, Zhi Chen, Xuechen Zhang, Liang Min, Dao Zhou, Lin Zhu, Yilu Liu

IEEE Trans. Smart Grid, 2020

NVGraph: Enforcing Crash Consistency of Evolving Network Analytics in NVMM Systems.

Soklong Lim, Tyler Coy, Zaixin Lu, Bin Ren, Xuechen Zhang

IEEE Trans. Parallel Distributed Syst., 2020

LCSCNet: Linear Compressing-Based Skip-Connecting Network for Image Super-Resolution.

Wenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue, Qingmin Liao

IEEE Trans. Image Process., 2020

Optimizing Parallel I/O Accesses through Pattern-Directed and Layout-Aware Replication.

Shuibing He, Yanlong Yin, Xian-He Sun, Xuechen Zhang, Zongpeng Li

IEEE Trans. Computers, 2020

Compiler aided checkpointing using crash-consistent data structures in NVMM systems.

Tyler Coy, Shuibing He, Bin Ren, Xuechen Zhang

Proceedings of the ICS '20: 2020 International Conference on Supercomputing, 2020

Noise-Sampling Cross Entropy Loss: Improving Disparity Regression Via Cost Volume Aware Regularizer.

Yang Chen, Zongqing Lu, Xuechen Zhang, Lei Chen, Qingmin Liao

Proceedings of the IEEE International Conference on Image Processing, 2020

2019

Persistent Octrees for Parallel Mesh Refinement through Non-Volatile Byte-Addressable Memory.

Bao Nguyen, Hua Tan, Kei Davis, Xuechen Zhang

IEEE Trans. Parallel Distributed Syst., 2019

Deep Learning for Single Image Super-Resolution: A Brief Review.

Wenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue, Qingmin Liao

IEEE Trans. Multim., 2019

Lightweight Feature Fusion Network for Single Image Super-Resolution.

Wenming Yang, Wei Wang, Xuechen Zhang, Shuifa Sun, Qingmin Liao

IEEE Signal Process. Lett., 2019

DeStager: feature guided in-situ data management in distributed deep memory hierarchies.

Xuechen Zhang, Fang Zheng, Bao Nguyen

Distributed Parallel Databases, 2019

Enforcing Crash Consistency of Scientific Applications in Non-Volatile Main Memory Systems.

Tyler Coy, Xuechen Zhang

Proceedings of the 9th IEEE/ACM Workshop on Fault Tolerance for HPC at eXtreme Scale, 2019

Enforcing Crash Consistency of Evolving Network Analytics in Non-Volatile Main Memory Systems.

Soklong Lim, Zaixin Lu, Bin Ren, Xuechen Zhang

Proceedings of the 28th International Conference on Parallel Architectures and Compilation Techniques, 2019

2018

Enforcing End-to-End I/O Policies for Scientific Workflows Using Software-Defined Storage Resource Enclaves.

Suman Karki, Bao Nguyen, Joshua Feener, Kei Davis, Xuechen Zhang

IEEE Trans. Multi Scale Comput. Syst., 2018

IR+: Removing parallel I/O interference of MPI programs via data replication over heterogeneous storage devices.

Xuechen Zhang, Song Jiang, Alseny Diallo, Lei Wang

Parallel Comput., 2018

Making sense of performance in in-memory computing frameworks for scientific data analysis: A case study of the spark system.

Xuechen Zhang, Ujjwal Khanal, Xinghui Zhao, Stephen P. Ficklin

J. Parallel Distributed Comput., 2018

Deep Learning for Single Image Super-Resolution: A Brief Review.

Wenming Yang, Xuechen Zhang, Yapeng Tian, Wei Wang, Jing-Hao Xue

CoRR, 2018

QoS Support for Scientific Workflows Using Software-Defined Storage Resource Enclaves.

Suman Karki, Bao Nguyen, Xuechen Zhang

Proceedings of the 2018 IEEE International Parallel and Distributed Processing Symposium, 2018

Approximating the k-Minimum Distance Rumor Source Detection in Online Social Networks.

Soklong Lim, Jun Hao, Zaixin Lu, Xuechen Zhang, Zhao Zhang

Proceedings of the 27th International Conference on Computer Communication and Networks, 2018

2017

Large-scale adaptive mesh simulations through non-volatile byte-addressable memory.

Bao Nguyen, Hua Tan, Xuechen Zhang

Proceedings of the International Conference for High Performance Computing, 2017

Feature Guided In-Situ Indices Generation and Data Placement on Distributed Deep Memory Hierarchies.

Xuechen Zhang, Bao Nguyen, Fang Zheng

Proceedings of the 23rd IEEE International Conference on Parallel and Distributed Systems, 2017

Pallas: Semantic-Aware Checking for Finding Deep Bugs in Fast Path.

Jian Huang, Michael Allen-Bond, Xuechen Zhang

Proceedings of the Twenty-Second International Conference on Architectural Support for Programming Languages and Operating Systems, 2017

2016

Understanding Software Platforms for In-Memory Scientific Data Analysis: A Case Study of the Spark System.

Xuechen Zhang, Ujjwal Khanal, Xinghui Zhao, Stephen P. Ficklin

Proceedings of the 22nd IEEE International Conference on Parallel and Distributed Systems, 2016

WOWMON: A Machine Learning-based Profiler for Self-adaptive Instrumentation of Scientific Workflows.

Xuechen Zhang, Hasan Abbasi, Kevin A. Huck, Allen D. Malony

Proceedings of the International Conference on Computational Science 2016, 2016

FlashStager: Improving the Performance of SSD-Based Data Staging Systems via Write Redirection.

Xuechen Zhang, Fang Zheng, Karsten Schwan, Matthew Wolf

Proceedings of the 2016 IEEE International Conference on Cluster Computing, 2016

2015

Understanding issue correlations: a case study of the Hadoop system.

Jian Huang, Xuechen Zhang, Karsten Schwan

Proceedings of the Sixth ACM Symposium on Cloud Computing, 2015

2014

Orthrus: A Framework for Implementing Efficient Collective I/O in Multi-core Clusters.

Xuechen Zhang, Jianqiang Ou, Kei Davis, Song Jiang

Proceedings of the Supercomputing - 29th International Conference, 2014

Scibox: Online Sharing of Scientific Data via the Cloud.

Jian Huang, Xuechen Zhang, Greg Eisenhauer, Karsten Schwan, Matthew Wolf, Stéphane Ethier, Scott Klasky

Proceedings of the 2014 IEEE 28th International Parallel and Distributed Processing Symposium, 2014

Flexpath: Type-Based Publish/Subscribe System for Large-Scale Science Analytics.

Jai Dayal, Drew Bratcher, Greg Eisenhauer, Karsten Schwan, Matthew Wolf, Xuechen Zhang, Hasan Abbasi, Scott Klasky, Norbert Podhorszki

Proceedings of the 14th IEEE/ACM International Symposium on Cluster, 2014

2013

LiU: Hiding Disk Access Latency for HPC Applications with a New SSD-Enabled Data Layout.

Dachuan Huang, Xuechen Zhang, Wei Shi, Mai Zheng, Song Jiang, Feng Qin

Proceedings of the 2013 IEEE 21st International Symposium on Modelling, 2013

Synergistic coupling of SSD and hard disk for QoS-aware virtual memory.

Ke Liu, Xuechen Zhang, Kei Davis, Song Jiang

Proceedings of the 2012 IEEE International Symposium on Performance Analysis of Systems & Software, 2013

iBridge: Improving Unaligned Parallel File Access with Solid-State Drives.

Xuechen Zhang, Ke Liu, Kei Davis, Song Jiang

Proceedings of the 27th IEEE International Symposium on Parallel and Distributed Processing, 2013

Orthrus: a framework for implementing high-performance collective I/O in the multicore clusters.

Xuechen Zhang, Jianqiang Ou, Kei Davis, Song Jiang

Proceedings of the 22nd International Symposium on High-Performance Parallel and Distributed Computing, 2013

2012

Demand Based Hierarchical QoS Using Storage Resource Pools.

Ajay Gulati, Ganesha Shanmuganathan, Xuechen Zhang, Peter J. Varman

Proceedings of the 2012 USENIX Annual Technical Conference, 2012

iTransformer: Using SSD to Improve Disk Scheduling for High-performance I/O.

Xuechen Zhang, Kei Davis, Song Jiang

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

Opportunistic Data-driven Execution of Parallel Programs for Efficient I/O Services.

Xuechen Zhang, Kei Davis, Song Jiang

Proceedings of the 26th IEEE International Parallel and Distributed Processing Symposium, 2012

2011

YouChoose: Choosing your Storage Device as a Performance Interface to Consolidated I/O Service.

Xuechen Zhang, Yuehai Xu, Song Jiang

ACM Trans. Storage, 2011

QoS support for end users of I/O-intensive applications using shared storage systems.

Xuechen Zhang, Kei Davis, Song Jiang

Proceedings of the Conference on High Performance Computing Networking, 2011

YouChoose: A performance interface enabling convenient and efficient QoS support for consolidated storage systems.

Xuechen Zhang, Yuehai Xu, Song Jiang

Proceedings of the IEEE 27th Symposium on Mass Storage Systems and Technologies, 2011

2010

Improving Networked File System Performance Using a Locality-Aware Cooperative Cache Protocol.

Song Jiang, Xuechen Zhang, Shuang Liang, Kei Davis

IEEE Trans. Computers, 2010

IOrchestrator: Improving the Performance of Multi-node I/O Systems via Inter-Server Coordination.

Xuechen Zhang, Kei Davis, Song Jiang

Proceedings of the Conference on High Performance Computing Networking, 2010

Storage Device Performance Prediction with Selective Bagging Classification and Regression Tree.

Lei Zhang, Guiquan Liu, Xuechen Zhang, Song Jiang, Enhong Chen

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2010

Improve Throughput of Storage Cluster Interconnected with a TCP/IP Network Using Intelligent Server Grouping.

Xuechen Zhang, Guiquan Liu, Song Jiang

Proceedings of the Network and Parallel Computing, IFIP International Conference, 2010

<i>InterferenceRemoval</i>: removing interference of disk access for MPI programs through data replication.

Xuechen Zhang, Song Jiang

Proceedings of the 24th International Conference on Supercomputing, 2010

2009

Making resonance a common case: A high-performance implementation of collective I/O on parallel file systems.

Xuechen Zhang, Song Jiang, Kei Davis

Proceedings of the 23rd IEEE International Symposium on Parallel and Distributed Processing, 2009