SIFFEA: Scalable Integrated Framework for Finite Element Analysis. - Xiangmin Jiao; Xiang-Yang Li 001; Xiaosong Ma (ISCOPE, 1999)

PRUNES: an efficient and complete strategy for automated trust negotiation over the Internet. - Ting Yu 001; Xiaosong Ma; Marianne Winslett (CCS, 2000)

Tuning high-performance scientific codes: the use of performance models to control resource usage during data migration and I/O. - Jonghyun Lee 001; Marianne Winslett; Xiaosong Ma; Shengke Yu (ICS, 2001)

Active buffering plus compressed migration: an integrated solution to parallel simulations' data transport needs. - Jonghyun Lee 001; Xiaosong Ma; Marianne Winslett; Shengke Yu (ICS, 2002)

Enhancing Data Migration Performance via Parallel Data Compression. - Jonghyun Lee 001; Marianne Winslett; Xiaosong Ma; Shengke Yu (IPDPS, 2002)

Faster Collective Output through Active Buffering. - Xiaosong Ma; Marianne Winslett; Jonghyun Lee 001; Shengke Yu (IPDPS, 2002)

Automatic and portable performance modeling for parallel I/O: a machine-learning approach. - Shengke Yu; Marianne Winslett; Jonghyun Lee 001; Xiaosong Ma (SIGMETRICS Perform. Evaluation Rev., 2002)

Flexible and Efficient Parallel I/O for Large-Scale Multi-Component Simulations. - Xiaosong Ma; Xiangmin Jiao; Michael T. Campbell; Marianne Winslett (IPDPS, 2003)

Improving MPI-IO Output Performance with Active Buffering Plus Threads. - Xiaosong Ma; Marianne Winslett; Jonghyun Lee 001; Shengke Yu (IPDPS, 2003)

Declustering Large Multidimensional Data Sets for Range Queries over Heterogeneous Disks. - Jonghyun Lee 001; Marianne Winslett; Xiaosong Ma; Shengke Yu (SSDBM, 2003)

Two-Body Job Searches. - Marianne Winslett; Xiaosong Ma; Ting Yu 001 (SIGMOD Rec., 2003)

Hiding Periodic I/O Costs in Parallel Applications - Xiaosong Ma (2003)

RFS: efficient and flexible remote file access for MPI-IO. - Jonghyun Lee 001; Robert B. Ross; Rajeev Thakur; Xiaosong Ma; Marianne Winslett (CLUSTER, 2004)

GODIVA: Lightweight Data Management for Scientific Visualization Applications. - Xiaosong Ma; Marianne Winslett; John Norris; Xiangmin Jiao; Robert Fiedler (ICDE, 2004)

Governor: Autonomic Throttling for Aggressive Idle Resource Scavenging. - Jonathan W. Strickland; Vincent W. Freeh; Xiaosong Ma; Sudharshan Vazhkudai (ICAC, 2005)

Efficient Data Access for Parallel BLAST. - Heshan Lin; Xiaosong Ma; Praveen Chandramohan; Al Geist; Nagiza F. Samatova (IPDPS, 2005)

FreeLoader: Scavenging Desktop Storage Resources for Scientific Data. - Sudharshan Vazhkudai; Xiaosong Ma; Vincent W. Freeh; Jonathan W. Strickland; Nandan Tammineedi; Stephen L. Scott (SC, 2005)

Cross-Platform Performance Prediction of Parallel Applications Using Partial Execution. - Leo T. Yang; Xiaosong Ma; Frank Mueller 001 (SC, 2005)

Positioning Dynamic Storage Caches for Transient Data. - Sudharshan S. Vazhkudai; Douglas Thain; Xiaosong Ma; Vincent W. Freeh (CLUSTER, 2006)

Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim. - Avery Ching; Wu-chun Feng; Heshan Lin; Xiaosong Ma; Alok N. Choudhary (HPDC, 2006)

Coupling prefix caching and collective downloads for remote dataset access. - Xiaosong Ma; Vincent W. Freeh; Tao Yang; Sudharshan Vazhkudai; Tyler A. Simon; Stephen L. Scott (ICS, 2006)

Grid applications - Parallel genomic sequence-searching on an ad-hoc grid: experiences, lessons learned, and implications. - Mark K. Gardner; Wu-chun Feng; Jeremy S. Archuleta; Heshan Lin; Xiaosong Ma (SC, 2006)

Constructing collaborative desktop storage caches for large scientific datasets. - Sudharshan S. Vazhkudai; Xiaosong Ma; Vincent W. Freeh; Jonathan W. Strickland; Nandan Tammineedi; Tyler A. Simon; Stephen L. Scott (ACM Trans. Storage, 2006)

High-Level Buffering for Hiding Periodic Output Cost in Scientific Simulations. - Xiaosong Ma; Jonghyun Lee 001; Marianne Winslett (IEEE Trans. Parallel Distributed Syst., 2006)

Cyberinfrastructure for Contamination Source Characterization in Water Distribution Systems. - Sarat Sreepathi; G. (Kumar) Mahinthakumar; Emily M. Zechman; S. Ranji Ranjithan; Downey Brill; Xiaosong Ma; Gregor von Laszewski (International Conference on Computational Science (1), 2007)

Automatic Parallelization of Scripting Languages: Toward Transparent Desktop Parallel Computing. - Xiaosong Ma; Jiangtian Li; Nagiza F. Samatova (IPDPS, 2007)

Optimizing center performance through coordinated data staging, scheduling and recovery. - Zhe Zhang 005; Chao Wang 056; Sudharshan S. Vazhkudai; Xiaosong Ma; Gregory G. Pike; John W. Cobb; Frank Mueller 001 (SC, 2007)

Characterization of moisture properties of polymers for IC packaging. - Xiaosong Ma; Kaspar M. B. Jansen; Leo J. Ernst; W. D. van Driel; Olaf van der Sluis; G. Q. Zhang (Microelectron. Reliab., 2007)

Recovering transient data: automated on-demand data reconstruction and offloading for supercomputers. - Sudharshan Vazhkudai; Xiaosong Ma (ACM SIGOPS Oper. Syst. Rev., 2007)

PFC: Transparent Optimization of Existing Prefetching Strategies for Multi-Level Storage Systems. - Zhe Zhang 005; Kyuhyung Lee; Xiaosong Ma; Yuanyuan Zhou 001 (ICDCS, 2008)

On-the-Fly Recovery of Job Input Data in Supercomputers. - Chao Wang 056; Zhe Zhang 005; Sudharshan S. Vazhkudai; Xiaosong Ma; Frank Mueller 001 (ICPP, 2008)

Semantics-based distributed I/O for mpiBLAST. - Pavan Balaji; Wu-chun Feng; Jeremy S. Archuleta; Heshan Lin; Rajkumar Kettimuthu; Rajeev Thakur; Xiaosong Ma (PPoPP, 2008)

Massively parallel genomic sequence search on the Blue Gene/P architecture. - Heshan Lin; Pavan Balaji; Ruth Poole; Carlos P. Sosa; Xiaosong Ma; Wu-chun Feng (SC, 2008)

Adaptive Request Scheduling for Parallel Scientific Web Services. - Heshan Lin; Xiaosong Ma; Jiangtian Li; Ting Yu 001; Nagiza F. Samatova (SSDBM, 2008)

Memory resource allocation for file system prefetching: from a supply chain management perspective. - Zhe Zhang 005; Amit Kulkarni; Xiaosong Ma; Yuanyuan Zhou 001 (EuroSys, 2009)

Machine learning based online performance prediction for runtime parallelization and task scheduling. - Jiangtian Li; Xiaosong Ma; Karan Singh; Martin Schulz 001; Bronis R. de Supinski; Sally A. McKee (ISPASS, 2009)

SigLM: Signature-driven load management for cloud computing infrastructures. - Zhenhuan Gong; Prakash Ramaswamy; Xiaohui Gu; Xiaosong Ma (IWQoS, 2009)

Energy and performance impact of aggressive volunteer computing with multi-core computers. - Jiangtian Li; Amey Deshpande; Jagan Srinivasan; Xiaosong Ma (MASCOTS, 2009)

Improving Data Availability for Better Access Performance: A Study on Caching Scientific Data on Distributed Desktop Workstations. - Xiaosong Ma; Sudharshan S. Vazhkudai; Zhe Zhang 005 (J. Grid Comput., 2009)

Improving the availability of supercomputer job input data using temporal replication. - Chao Wang 056; Zhe Zhang 005; Xiaosong Ma; Sudharshan S. Vazhkudai; Frank Mueller 001 (Comput. Sci. Res. Dev., 2009)

Fast reliability qualification of SiP products. - Charles Regard; Christian Gautier; Hélène Frémont; Patrick Poirier; Xiaosong Ma; Kaspar M. B. Jansen (Microelectron. Reliab., 2009)

MOON: MapReduce On Opportunistic eNvironments. - Heshan Lin; Xiaosong Ma; Jeremy S. Archuleta; Wu-chun Feng; Mark K. Gardner; Zhe Zhang 005 (HPDC, 2010)

Functional Partitioning to Optimize End-to-End Performance on Many-core Architectures. - Min Li; Sudharshan S. Vazhkudai; Ali Raza Butt; Fei Meng; Xiaosong Ma; Youngjae Kim 001; Christian Engelmann; Galen M. Shipman (SC, 2010)

A fast moisture sensitivity level qualification method. - Xiaosong Ma; Kaspar M. B. Jansen; G. Q. Zhang; Willem D. van Driel; Olaf van der Sluis; Leo J. Ernst; C. Regards; Christian Gautier; Hélène Frémont (Microelectron. Reliab., 2010)

One optimized I/O configuration per HPC application: leveraging the configurability of cloud. - Mingliang Liu; Jidong Zhai; Yan Zhai; Xiaosong Ma; Wenguang Chen (APSys, 2011)

Skel: Generative Software for Producing Skeletal I/O Applications. - Jeremy Logan; Scott Klasky; Jay F. Lofstead; Hasan Abbasi; Stéphane Ethier; Ray W. Grout; Seung-Hoe Ku; Qing Liu 002; Xiaosong Ma; Manish Parashar; Norbert Podhorszki; Karsten Schwan; et al. (e-Science Workshops, 2011)

Probabilistic Communication and I/O Tracing with Deterministic Replay at Scale. - Xing Wu 004; Karthik Vijayakumar; Frank Mueller 001; Xiaosong Ma; Philip C. Roth (ICPP, 2011)

Using Shared Memory to Accelerate MapReduce on Graphics Processing Units. - Feng Ji; Xiaosong Ma (IPDPS, 2011)

EMFS: Email-based Personal Cloud Storage. - Jagan Srinivasan; Wei Wei; Xiaosong Ma; Ting Yu 001 (NAS, 2011)

Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications. - Yan Zhai; Mingliang Liu; Jidong Zhai; Xiaosong Ma; Wenguang Chen (SC State of the Practice Reports, 2011)

Transparent runtime parallelization of the R scripting language. - Jiangtian Li; Xiaosong Ma; Srikanth B. Yoginath; Guruprasad Kora; Nagiza F. Samatova (J. Parallel Distributed Comput., 2011)

Coordinating Computation and I/O in Massively Parallel Sequence Search. - Heshan Lin; Xiaosong Ma; Wu-chun Feng; Nagiza F. Samatova (IEEE Trans. Parallel Distributed Syst., 2011)

I/O. - Xiaosong Ma (Encyclopedia of Parallel Computing, 2011)

DMA-Assisted, Intranode Communication in GPU Accelerated Systems. - Feng Ji; Ashwin M. Aji; James Dinan; Darius Buntinas; Pavan Balaji; Rajeev Thakur; Wu-chun Feng; Xiaosong Ma (HPCC-ICESS, 2012)

Efficient Intranode Communication in GPU-Accelerated Systems. - Feng Ji; Ashwin M. Aji; James Dinan; Darius Buntinas; Pavan Balaji; Wu-chun Feng; Xiaosong Ma (IPDPS Workshops, 2012)

NVMalloc: Exposing an Aggregate SSD Store as a Memory Partition in Extreme-Scale Machines. - Chao Wang 056; Sudharshan S. Vazhkudai; Xiaosong Ma; Fei Meng; Youngjae Kim 001; Christian Engelmann (IPDPS, 2012)

Employing Checkpoint to Improve Job Scheduling in Large-Scale Systems. - Shuangcheng Niu; Jidong Zhai; Xiaosong Ma; Mingliang Liu; Yan Zhai; Wenguang Chen; Weimin Zheng (JSSPP, 2012)

Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD. - Devesh Tiwari; Sudharshan S. Vazhkudai; Youngjae Kim 001; Xiaosong Ma; Simona Boboila; Peter Desnoyers (HotPower, 2012)

Reliable MapReduce computing on opportunistic resources. - Heshan Lin; Xiaosong Ma; Wu-chun Feng (Clust. Comput., 2012)

Quantum teleportation over 143 kilometres using active feed-forward. - Xiaosong Ma; Thomas Herbst; Thomas Scheidl; Daqing Wang; Sebastian Kropatschek; William Naylor; Bernhard Wittmann; Alexandra Mech; Johannes Kofler; Elena Anisimova; Vadim Makarov; Thomas Jennewein; et al. (Nat., 2012)

RSVM: A Region-based Software Virtual Memory for GPU. - Feng Ji; Heshan Lin; Xiaosong Ma (PACT, 2013)

PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns. - Zhenhuan Gong; David A. Boyuka II; Xiaocheng Zou; Qing Liu 002; Norbert Podhorszki; Scott Klasky; Xiaosong Ma; Nagiza F. Samatova (CCGRID, 2013)

Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines. - Devesh Tiwari; Simona Boboila; Sudharshan S. Vazhkudai; Youngjae Kim 001; Xiaosong Ma; Peter Desnoyers; Yan Solihin (FAST, 2013)

uCache: A Utility-Aware Multilevel SSD Cache Management Policy. - Dejun Jiang 001; Yukun Che; Jin Xiong; Xiaosong Ma (HPCC/EUC, 2013)

On the efficacy of GPU-integrated MPI for scientific applications. - Ashwin M. Aji; Lokendra S. Panwar; Feng Ji; Milind Chabbi; Karthik Murthy; Pavan Balaji; Keith R. Bisset; James Dinan; Wu-chun Feng; John M. Mellor-Crummey; Xiaosong Ma; Rajeev Thakur (HPDC, 2013)

Building and scaling virtual clusters with residual resources from interactive clouds. - R. Benjamin Clay; Zhiming Shen; Xiaosong Ma (HPDC, 2013)

ACIC: automatic cloud I/O configurator for parallel applications. - Mingliang Liu; Ye Jin; Jidong Zhai; Yan Zhai; Qianqian Shi; Xiaosong Ma; Wenguang Chen (HPDC, 2013)

Accelerating Batch Analytics with Residual Resources from Interactive Clouds. - R. Benjamin Clay; Zhiming Shen; Xiaosong Ma (MASCOTS, 2013)

ACIC: automatic cloud I/O configurator for HPC applications. - Mingliang Liu; Ye Jin; Jidong Zhai; Yan Zhai; Qianqian Shi; Xiaosong Ma; Wenguang Chen (SC, 2013)

Cost-effective cloud HPC resource provisioning by building semi-elastic virtual clusters. - Shuangcheng Niu; Jidong Zhai; Xiaosong Ma; Xiongchao Tang; Wenguang Chen (SC, 2013)

Automatic identification of application I/O signatures from noisy server-side traces. - Yang Liu 129; Raghul Gunasekaran; Xiaosong Ma; Sudharshan S. Vazhkudai (FAST, 2014)

On the Feasibility of Data Loss Insurance for Personal Cloud Storage. - Xiaosong Ma (HotCloud, 2014)

CYPRESS: Combining Static and Dynamic Analysis for Top-Down Communication Trace Compression. - Jidong Zhai; Jianfei Hu; Xiongchao Tang; Xiaosong Ma; Wenguang Chen (SC, 2014)

vCacheShare: Automated Server Flash Cache Space Management in a Virtualization Environment. - Fei Meng; Li Zhou; Xiaosong Ma; Sandeep Uttamchandani; Deng Liu (USENIX ATC, 2014)

A Wireless MEMS Inertial Switch for Measuring Both Threshold Triggering Acceleration and Response Time. - Jian Zhao 029; Pengbo Liu 007; Zhenan Tang; Kefeng Fan; Xiaosong Ma; Renjing Gao; Jiading Bao (IEEE Trans. Instrum. Meas., 2014)

Cost-Effective Resource Configuration for Cloud Video Streaming Services. - Yunyun Jiang; Xiaosong Ma; Wenguang Chen (ICPADS, 2015)

AsHES Introduction and Committees. - James Dinan; Wenguang Chen; Xiaosong Ma; Pavan Balaji; Satoshi Matsuoka; Jiayuan Meng; Yunquan Zhang (IPDPS Workshops, 2015)

Combining Phase Identification and Statistic Modeling for Automated Parallel Benchmark Generation. - Ye Jin; Xiaosong Ma; Mingliang Liu; Qing Liu 002; Jeremy Logan; Norbert Podhorszki; Jong Youl Choi; Scott Klasky (SIGMETRICS, 2015)

Automatic Cloud I/O Configurator for I/O Intensive Parallel Applications. - Jidong Zhai; Mingliang Liu; Ye Jin; Xiaosong Ma; Wenguang Chen (IEEE Trans. Parallel Distributed Syst., 2015)

Gemini: A Computation-Centric Distributed Graph Processing System. - Xiaowei Zhu 001; Wenguang Chen; Weimin Zheng; Xiaosong Ma (OSDI, 2016)

Server-side log data analytics for I/O workload characterization and coordination on large shared storage systems. - Yang Liu 129; Raghul Gunasekaran; Xiaosong Ma; Sudharshan S. Vazhkudai (SC, 2016)

S-RAC: SSD Friendly Caching for Data Center Workloads. - Yuanjiang Ni; Ji Jiang; Dejun Jiang 001; Xiaosong Ma; Jin Xiong; Yuangang Wang (SYSTOR, 2016)

MPI-ACC: Accelerator-Aware MPI for Scientific Applications. - Ashwin M. Aji; Lokendra S. Panwar; Feng Ji; Karthik Murthy; Milind Chabbi; Pavan Balaji; Keith R. Bisset; James Dinan; Wu-chun Feng; John M. Mellor-Crummey; Xiaosong Ma; Rajeev Thakur (IEEE Trans. Parallel Distributed Syst., 2016)

Building Semi-Elastic Virtual Clusters for Cost-Effective HPC Cloud Resource Provisioning. - Shuangcheng Niu; Jidong Zhai; Xiaosong Ma; Xiongchao Tang; Wenguang Chen; Weimin Zheng (IEEE Trans. Parallel Distributed Syst., 2016)

POSTER: Improving Datacenter Efficiency Through Partitioning-Aware Scheduling. - Harshad Kasture; Xu Ji; Nosayba El-Sayed; Nathan Beckmann; Xiaosong Ma; Daniel Sánchez 003 (PACT, 2017)

Understanding object-level memory access patterns across the spectrum. - Xu Ji; Chao Wang 056; Nosayba El-Sayed; Xiaosong Ma; Youngjae Kim 001; Sudharshan S. Vazhkudai; Wei Xue 003; Daniel Sánchez 003 (SC, 2017)

RAID+: Deterministic and Balanced Data Distribution for Large Disk Enclosures. - Guangyan Zhang; Zican Huang; Xiaosong Ma; Songlin Yang; Zhufan Wang; Weimin Zheng (FAST, 2018)

KPart: A Hybrid Cache Partitioning-Sharing Technique for Commodity Multicores. - Nosayba El-Sayed; Anurag Mukkara; Po-An Tsai; Harshad Kasture; Xiaosong Ma; Daniel Sánchez 003 (HPCA, 2018)

Exploiting Locality in Graph Analytics through Hardware-Accelerated Traversal Scheduling. - Anurag Mukkara; Nathan Beckmann; Maleen Abeydeera; Xiaosong Ma; Daniel Sánchez 003 (MICRO, 2018)

ShenTu: processing multi-trillion edge graphs on millions of cores in seconds. - Heng Lin; Xiaowei Zhu 001; Bowen Yu 003; Xiongchao Tang; Wei Xue 003; Wenguang Chen; Lufei Zhang; Torsten Hoefler; Xiaosong Ma; Xin Liu 081; Weimin Zheng; Jingfang Xu (SC, 2018)

Spindle: Informed Memory Access Monitoring. - Haojie Wang; Jidong Zhai; Xiongchao Tang; Bowen Yu 003; Xiaosong Ma; Wenguang Chen (USENIX ATC, 2018)

Automatic, Application-Aware I/O Forwarding Resource Allocation. - Xu Ji; Bin Yang 043; Tianyu Zhang; Xiaosong Ma; Xiupeng Zhu; Xiyang Wang 003; Nosayba El-Sayed; Jidong Zhai; Weiguo Liu; Wei Xue 003 (FAST, 2019)

End-to-end I/O Monitoring on a Leading Supercomputer. - Bin Yang 043; Xu Ji; Xiaosong Ma; Xiyang Wang 003; Tianyu Zhang; Xiupeng Zhu; Nosayba El-Sayed; Haidong Lan; Yibo Yang; Jidong Zhai; Weiguo Liu; Wei Xue 003 (NSDI, 2019)

Spread-n-share: improving application performance and cluster throughput with resource-aware job placement. - Xiongchao Tang; Haojie Wang; Xiaosong Ma; Nosayba El-Sayed; Jidong Zhai; Wenguang Chen; Ashraf Aboulnaga (SC, 2019)

KnightKing: a fast distributed graph random walk engine. - Ke Yang; Mingxing Zhang; Kang Chen; Xiaosong Ma; Yang Bai; Yong Jiang 001 (SOSP, 2019)

LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. - Xiaowei Zhu 001; Guanyu Feng; Marco Serafini; Xiaosong Ma; Jiping Yu; Lei Xie; Ashraf Aboulnaga; Wenguang Chen (CoRR, 2019)

QarSUMO: A Parallel, Congestion-optimized Traffic Simulator. - Hao Chen 080; Ke Yang; Stefano Giovanni Rizzo; Giovanna Vantini; Phillip Taylor; Xiaosong Ma; Sanjay Chawla (SIGSPATIAL/GIS, 2020)

LiveGraph: A Transactional Graph Storage System with Purely Sequential Adjacency List Scans. - Xiaowei Zhu 001; Marco Serafini; Xiaosong Ma; Ashraf Aboulnaga; Wenguang Chen; Guanyu Feng (Proc. VLDB Endow., 2020)

Determining Data Distribution for Large Disk Enclosures with 3-D Data Templates. - Guangyan Zhang; Zhufan Wang; Xiaosong Ma; Songlin Yang; Zican Huang; Weimin Zheng (ACM Trans. Storage, 2020)

SpanDB: A Fast, Cost-Effective LSM-tree Based KV Store on Hybrid Storage. - Hao Chen 080; Chaoyi Ruan; Cheng Li 001; Xiaosong Ma; Yinlong Xu (FAST, 2021)

FusionRAID: Achieving Consistent Low Latency for Commodity SSD Arrays. - Tianyang Jiang; Guangyan Zhang; Zican Huang; Xiaosong Ma; Junyu Wei; Zhiyue Li; Weimin Zheng (FAST, 2021)

You Can Hear But You Cannot Record: Privacy Protection by Jamming Audio Recording. - Xiaosong Ma; Yubo Song; Zhongwei Wang; Shang Gao 006; Bin Xiao 001; Aiqun Hu (ICC, 2021)

Parameterized Knowledge Transfer for Personalized Federated Learning. - Jie Zhang 076; Song Guo 001; Xiaosong Ma; Haozhao Wang; Wenchao Xu 001; Feijie Wu (NeurIPS, 2021)

Random Walks on Huge Graphs at Cache Efficiency. - Ke Yang; Xiaosong Ma; Saravanan Thirumuruganathan; Kang Chen; Yongwei Wu 001 (SOSP, 2021)

Leveraging NVMe SSDs for Building a Fast, Cost-effective, LSM-tree-based KV Store. - Cheng Li 001; Hao Chen 080; Chaoyi Ruan; Xiaosong Ma; Yinlong Xu (ACM Trans. Storage, 2021)

Layer-wised Model Aggregation for Personalized Federated Learning. - Xiaosong Ma; Jie Zhang 076; Song Guo 001; Wenchao Xu 001 (CVPR, 2022)

Fast optical frequency detection techniques for coherent distributed sensing and communication systems. - Xiaotian Steve Yao; Xiaosong Ma; Ting Feng (OFC, 2022)

Shared, High-Performance Software Components for Shared, High-Performance Hardware. - Xiaosong Ma (CDMS@VLDB, 2022)

Ten Years after ImageNet: A 360° Perspective on AI. - Sanjay Chawla; Preslav Nakov; Ahmed Ali 002; Wendy Hall 001; Issa Khalil; Xiaosong Ma; Husrev Taha Sencar; Ingmar Weber; Michael A. Wooldridge; Ting Yu 001 (CoRR, 2022)

GZKP: A GPU Accelerated Zero-Knowledge Proof System. - Weiliang Ma; Qian Xiong; Xuanhua Shi; Xiaosong Ma; Hai Jin 001; Haozhao Kuang; Mingyu Gao 001; Ye Zhang; Haichen Shen; Weifang Hu (ASPLOS (2), 2023)

Persistent Memory Disaggregation for Cloud-Native Relational Databases. - Chaoyi Ruan; Yingqiang Zhang; Chao Bi; Xiaosong Ma; Hao Chen 080; Feifei Li 001; Xinjun Yang; Cheng Li 001; Ashraf Aboulnaga; Yinlong Xu (ASPLOS (3), 2023)

FrozenHot Cache: Rethinking Cache Management for Modern Hardware. - Ziyue Qiu; Juncheng Yang; Juncheng Zhang; Cheng Li 001; Xiaosong Ma; Qi Chen 009; Mao Yang 004; Yinlong Xu (EuroSys, 2023)

Towards Unbiased Training in Federated Open-world Semi-supervised Learning. - Jie Zhang 076; Xiaosong Ma; Song Guo 001; Wenchao Xu 001 (ICML, 2023)

SwapPrompt: Test-Time Prompt Adaptation for Vision-Language Models. - Xiaosong Ma; Jie Zhang 076; Song Guo 001; Wenchao Xu 001 (NeurIPS, 2023)

Understand Data Preprocessing for Effective End-to-End Training of Deep Neural Networks. - Ping Gong 009; Yuxin Ma; Cheng Li 001; Xiaosong Ma; Sam H. Noh (CoRR, 2023)

End-to-end I/O Monitoring on Leading Supercomputers. - Bin Yang 043; Wei Xue 003; Tianyu Zhang; Shichao Liu 004; Xiaosong Ma; Xiyang Wang 003; Weiguo Liu (ACM Trans. Storage, 2023)

Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. - Jie Zhang 076; Xiaosong Ma; Song Guo 001; Peng Li 017; Wenchao Xu 001; Xueyang Tang; Zicong Hong (ICML, 2024)

Hiding Communication Cost in Distributed LLM Training via Micro-batch Co-execution. - Haiquan Wang; Chaoyi Ruan; Jia He; Jiaqi Ruan; Chengjie Tang; Xiaosong Ma; Cheng Li 001 (CoRR, 2024)

PolyBase: Adapting to Data Affinity Changes in Geo-Replicated Database via Row-Level Paxos-Group Affiliation Re-Assignment. - Chaoyi Ruan; Yingqiang Zhang; Juncheng Zhang; Cheng Li 001; Xiaosong Ma; Hao Chen 080; Jie Zhou; Feifei Li 001; Xinjun Yang (Proc. VLDB Endow., 2024)

Fanar: An Arabic-Centric Multimodal Generative AI Platform. - Ummar Abbas; Mohammad Shahmeer Ahmad; Firoj Alam; Enes Altinisik; Ehsannedin Asgari; Yazan Boshmaf; Sabri Boughorbel; Sanjay Chawla; Shammur A. Chowdhury; Fahim Dalvi; Kareem Darwish; Nadir Durrani; et al. (CoRR, 2025)

Model Decomposition and Reassembly for Purified Knowledge Transfer in Personalized Federated Learning. - Jie Zhang 076; Song Guo 001; Xiaosong Ma; Wenchao Xu 001; Qihua Zhou; Jingcai Guo; Zicong Hong; Jun Shan (IEEE Trans. Mob. Comput., 2025)

Normalized Cut with Reinforcement Learning in Constrained Action Space. - Qize Jiang; Linsey Pang; Alice Gatti; Mahima Aggarwal; Giovanna Vantini; Xiaosong Ma; Weiwei Sun; Sanjay Chawla (CoRR, 2025)

LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning. - Haoyue Zhang; Hualei Zhang; Xiaosong Ma; Jie Zhang 076; Song Guo 001 (CoRR, 2025)

Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models. - Yongjiang Liu; Haoxi Li; Xiaosong Ma; Jie Zhang 076; Song Guo 001 (CoRR, 2025)