Xiaosong Ma
Publication record assembled from the DBLP archive of ranked conferences.
Papers indexed
73
Venues
35
Active years
2000–2026
Best venue rank
A*
Where they publish
- ASC14 papers
- AFAST6 papers
- AHPDC5 papers
- AICS3 papers
- A*ACL2 papers
- A*ICDE2 papers
- A*ICML2 papers
- A*ASPLOS2 papers
- AEuroSys2 papers
- A*SOSP2 papers
- AUSENIX2 papers
- A*OSDI2 papers
- BPPoPP2 papers
- CHPCC2 papers
- BMASCOTS2 papers
- BICPP2 papers
- BSSDBM2 papers
- CCLUSTER2 papers
- ARTAS1 paper
- CICCD1 paper
- A*CVPR1 paper
- A*VLDB1 paper
- NationalNSDI1 paper
- A*HPCA1 paper
- A*MICRO1 paper
- NationalSYSTOR1 paper
- BICPADS1 paper
- A*SIGMETRICS1 paper
- BCCGRID1 paper
- CJSSPP1 paper
- BISPASS1 paper
- BIWQoS1 paper
- AICDCS1 paper
- MulticonferenceICCS1 paper
- A*CCS1 paper
Papers
73 indexed papers, newest first.
| Year | Venue | Title | Authors |
|---|---|---|---|
| 2026 | ACL | Think How to Think: Mitigating Overthinking with Autonomous Difficulty Cognition in Large Reasoning Models. | Yongjiang Liu, Haoxi Li, Xiaosong Ma, Jie Zhang, Song Guo |
| 2026 | ACL | LazyEviction: Lagged KV Eviction with Attention Pattern Observation for Efficient Long Reasoning. | Haoyue Zhang, Hualei Zhang, Xiaosong Ma, Jie Zhang, Song Guo |
| 2026 | ICDE | HCT-QA: A Benchmark for Question Answering on Human-Centric Tables. | Mohammad Shahmeer Ahmad, Zan Ahmad Naeem, Michal Aupetit, Ahmed K. Elmagarmid, Mohamed Y. Eltabakh, Xiaosong Ma, Mourad Ouzzani, Chaoyi Ruan, Hani Al-Sayeh |
| 2026 | RTAS | Real-Time Language Model Jamming: A Case Study for Live Music Accompaniment Generation. | Bowen Zheng, Andrew H. Yang, Jiaqi Ruan, Jia He, Xinyue Li, Yuan-Hsin Chen, Ziyu Wang, Xiaosong Ma |
| 2025 | ICCD | DHeLlam: General-Purpose, Automatic Micro-Batch Co-Execution for Distributed LLM Training. | Haiquan Wang, Chaoyi Ruan, Jia He, Jiaqi Ruan, Chengjie Tang, Xiaosong Ma, Cheng Li |
| 2024 | ICML | Amend to Alignment: Decoupled Prompt Tuning for Mitigating Spurious Correlation in Vision-Language Models. | Jie Zhang, Xiaosong Ma, Song Guo, Peng Li, Wenchao Xu, Xueyang Tang, Zicong Hong |
| 2023 | ASPLOS | GZKP: A GPU Accelerated Zero-Knowledge Proof System. | Weiliang Ma, Qian Xiong, Xuanhua Shi, Xiaosong Ma, Hai Jin, Haozhao Kuang, Mingyu Gao, Ye Zhang, Haichen Shen, Weifang Hu |
| 2023 | ASPLOS | Persistent Memory Disaggregation for Cloud-Native Relational Databases. | Chaoyi Ruan, Yingqiang Zhang, Chao Bi, Xiaosong Ma, Hao Chen, Feifei Li, Xinjun Yang, Cheng Li, Ashraf Aboulnaga, Yinlong Xu |
| 2023 | EuroSys | FrozenHot Cache: Rethinking Cache Management for Modern Hardware. | Ziyue Qiu, Juncheng Yang, Juncheng Zhang, Cheng Li, Xiaosong Ma, Qi Chen, Mao Yang, Yinlong Xu |
| 2023 | ICML | Towards Unbiased Training in Federated Open-world Semi-supervised Learning. | Jie Zhang, Xiaosong Ma, Song Guo, Wenchao Xu |
| 2022 | CVPR | Layer-wised Model Aggregation for Personalized Federated Learning. | Xiaosong Ma, Jie Zhang, Song Guo, Wenchao Xu |
| 2022 | VLDB | Shared, High-Performance Software Components for Shared, High-Performance Hardware. | Xiaosong Ma |
| 2021 | FAST | SpanDB: A Fast, Cost-Effective LSM-tree Based KV Store on Hybrid Storage. | Hao Chen, Chaoyi Ruan, Cheng Li, Xiaosong Ma, Yinlong Xu |
| 2021 | FAST | FusionRAID: Achieving Consistent Low Latency for Commodity SSD Arrays. | Tianyang Jiang, Guangyan Zhang, Zican Huang, Xiaosong Ma, Junyu Wei, Zhiyue Li, Weimin Zheng |
| 2021 | SOSP | Random Walks on Huge Graphs at Cache Efficiency. | Ke Yang, Xiaosong Ma, Saravanan Thirumuruganathan, Kang Chen, Yongwei Wu |
| 2019 | FAST | Automatic, Application-Aware I/O Forwarding Resource Allocation. | Xu Ji, Bin Yang, Tianyu Zhang, Xiaosong Ma, Xiupeng Zhu, Xiyang Wang, Nosayba El-Sayed, Jidong Zhai, Weiguo Liu, Wei Xue |
| 2019 | NSDI | End-to-end I/O Monitoring on a Leading Supercomputer. | Bin Yang, Xu Ji, Xiaosong Ma, Xiyang Wang, Tianyu Zhang, Xiupeng Zhu, Nosayba El-Sayed, Haidong Lan, Yibo Yang, Jidong Zhai, Weiguo Liu, Wei Xue |
| 2019 | SC | 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 |
| 2019 | SOSP | KnightKing: a fast distributed graph random walk engine. | Ke Yang, Mingxing Zhang, Kang Chen, Xiaosong Ma, Yang Bai, Yong Jiang |
| 2018 | FAST | RAID+: Deterministic and Balanced Data Distribution for Large Disk Enclosures. | Guangyan Zhang, Zican Huang, Xiaosong Ma, Songlin Yang, Zhufan Wang, Weimin Zheng |
| 2018 | HPCA | KPart: A Hybrid Cache Partitioning-Sharing Technique for Commodity Multicores. | Nosayba El-Sayed, Anurag Mukkara, Po-An Tsai, Harshad Kasture, Xiaosong Ma, Daniel Snchez |
| 2018 | MICRO | Exploiting Locality in Graph Analytics through Hardware-Accelerated Traversal Scheduling. | Anurag Mukkara, Nathan Beckmann, Maleen Abeydeera, Xiaosong Ma, Daniel Snchez |
| 2018 | SC | ShenTu: processing multi-trillion edge graphs on millions of cores in seconds. | Heng Lin, Xiaowei Zhu, Bowen Yu, Xiongchao Tang, Wei Xue, Wenguang Chen, Lufei Zhang, Torsten Hoefler, Xiaosong Ma, Xin Liu, Weimin Zheng, Jingfang Xu |
| 2018 | USENIX | Spindle: Informed Memory Access Monitoring. | Haojie Wang, Jidong Zhai, Xiongchao Tang, Bowen Yu, Xiaosong Ma, Wenguang Chen |
| 2017 | SC | Understanding object-level memory access patterns across the spectrum. | Xu Ji, Chao Wang, Nosayba El-Sayed, Xiaosong Ma, Youngjae Kim, Sudharshan S. Vazhkudai, Wei Xue, Daniel Snchez |
| 2016 | OSDI | Gemini: A Computation-Centric Distributed Graph Processing System. | Xiaowei Zhu, Wenguang Chen, Weimin Zheng, Xiaosong Ma |
| 2016 | SC | Server-side log data analytics for I/O workload characterization and coordination on large shared storage systems. | Yang Liu, Raghul Gunasekaran, Xiaosong Ma, Sudharshan S. Vazhkudai |
| 2016 | SYSTOR | S-RAC: SSD Friendly Caching for Data Center Workloads. | Yuanjiang Ni, Ji Jiang, Dejun Jiang, Xiaosong Ma, Jin Xiong, Yuangang Wang |
| 2015 | ICPADS | Cost-Effective Resource Configuration for Cloud Video Streaming Services. | Yunyun Jiang, Xiaosong Ma, Wenguang Chen |
| 2015 | PPoPP | Combining phase identification and statistic modeling for automated parallel benchmark generation. | Ye Jin, Mingliang Liu, Xiaosong Ma, Qing Liu, Jeremy Logan, Norbert Podhorszki, Jong Youl Choi, Scott Klasky |
| 2015 | SIGMETRICS | Combining Phase Identification and Statistic Modeling for Automated Parallel Benchmark Generation. | Ye Jin, Xiaosong Ma, Mingliang Liu, Qing Liu, Jeremy Logan, Norbert Podhorszki, Jong Youl Choi, Scott Klasky |
| 2014 | FAST | Automatic identification of application I/O signatures from noisy server-side traces. | Yang Liu, Raghul Gunasekaran, Xiaosong Ma, Sudharshan S. Vazhkudai |
| 2014 | SC | CYPRESS: Combining Static and Dynamic Analysis for Top-Down Communication Trace Compression. | Jidong Zhai, Jianfei Hu, Xiongchao Tang, Xiaosong Ma, Wenguang Chen |
| 2014 | USENIX | vCacheShare: Automated Server Flash Cache Space Management in a Virtualization Environment. | Fei Meng, Li Zhou, Xiaosong Ma, Sandeep Uttamchandani, Deng Liu |
| 2013 | CCGRID | PARLO: PArallel Run-Time Layout Optimization for Scientific Data Explorations with Heterogeneous Access Patterns. | Zhenhuan Gong, David A. Boyuka II, Xiaocheng Zou, Qing Liu, Norbert Podhorszki, Scott Klasky, Xiaosong Ma, Nagiza F. Samatova |
| 2013 | FAST | Active flash: towards energy-efficient, in-situ data analytics on extreme-scale machines. | Devesh Tiwari, Simona Boboila, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Peter Desnoyers, Yan Solihin |
| 2013 | HPCC | uCache: A Utility-Aware Multilevel SSD Cache Management Policy. | Dejun Jiang, Yukun Che, Jin Xiong, Xiaosong Ma |
| 2013 | HPDC | 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 |
| 2013 | HPDC | Building and scaling virtual clusters with residual resources from interactive clouds. | R. Benjamin Clay, Zhiming Shen, Xiaosong Ma |
| 2013 | HPDC | ACIC: automatic cloud I/O configurator for parallel applications. | Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen |
| 2013 | MASCOTS | Accelerating Batch Analytics with Residual Resources from Interactive Clouds. | R. Benjamin Clay, Zhiming Shen, Xiaosong Ma |
| 2013 | SC | ACIC: automatic cloud I/O configurator for HPC applications. | Mingliang Liu, Ye Jin, Jidong Zhai, Yan Zhai, Qianqian Shi, Xiaosong Ma, Wenguang Chen |
| 2013 | SC | Cost-effective cloud HPC resource provisioning by building semi-elastic virtual clusters. | Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Xiongchao Tang, Wenguang Chen |
| 2012 | HPCC | 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 |
| 2012 | JSSPP | Employing Checkpoint to Improve Job Scheduling in Large-Scale Systems. | Shuangcheng Niu, Jidong Zhai, Xiaosong Ma, Mingliang Liu, Yan Zhai, Wenguang Chen, Weimin Zheng |
| 2012 | OSDI | Reducing Data Movement Costs Using Energy-Efficient, Active Computation on SSD. | Devesh Tiwari, Sudharshan S. Vazhkudai, Youngjae Kim, Xiaosong Ma, Simona Boboila, Peter Desnoyers |
| 2011 | ICPP | Probabilistic Communication and I/O Tracing with Deterministic Replay at Scale. | Xing Wu, Karthik Vijayakumar, Frank Mueller, Xiaosong Ma, Philip C. Roth |
| 2011 | SC | Cloud versus in-house cluster: evaluating Amazon cluster compute instances for running MPI applications. | Yan Zhai, Mingliang Liu, Jidong Zhai, Xiaosong Ma, Wenguang Chen |
| 2010 | HPDC | MOON: MapReduce On Opportunistic eNvironments. | Heshan Lin, Xiaosong Ma, Jeremy S. Archuleta, Wu-chun Feng, Mark K. Gardner, Zhe Zhang |
| 2010 | SC | 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, Christian Engelmann, Galen M. Shipman |
| 2009 | EuroSys | Memory resource allocation for file system prefetching: from a supply chain management perspective. | Zhe Zhang, Amit Kulkarni, Xiaosong Ma, Yuanyuan Zhou |
| 2009 | ISPASS | Machine learning based online performance prediction for runtime parallelization and task scheduling. | Jiangtian Li, Xiaosong Ma, Karan Singh, Martin Schulz, Bronis R. de Supinski, Sally A. McKee |
| 2009 | IWQoS | SigLM: Signature-driven load management for cloud computing infrastructures. | Zhenhuan Gong, Prakash Ramaswamy, Xiaohui Gu, Xiaosong Ma |
| 2009 | MASCOTS | Energy and performance impact of aggressive volunteer computing with multi-core computers. | Jiangtian Li, Amey Deshpande, Jagan Srinivasan, Xiaosong Ma |
| 2008 | ICDCS | PFC: Transparent Optimization of Existing Prefetching Strategies for Multi-Level Storage Systems. | Zhe Zhang, Kyuhyung Lee, Xiaosong Ma, Yuanyuan Zhou |
| 2008 | ICPP | On-the-Fly Recovery of Job Input Data in Supercomputers. | Chao Wang, Zhe Zhang, Sudharshan S. Vazhkudai, Xiaosong Ma, Frank Mueller |
| 2008 | PPoPP | Semantics-based distributed I/O for mpiBLAST. | Pavan Balaji, Wu-chun Feng, Jeremy S. Archuleta, Heshan Lin, Rajkumar Kettimuthu, Rajeev Thakur, Xiaosong Ma |
| 2008 | SC | 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 |
| 2008 | SSDBM | Adaptive Request Scheduling for Parallel Scientific Web Services. | Heshan Lin, Xiaosong Ma, Jiangtian Li, Ting Yu, Nagiza F. Samatova |
| 2007 | ICCS | 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 |
| 2007 | SC | Optimizing center performance through coordinated data staging, scheduling and recovery. | Zhe Zhang, Chao Wang, Sudharshan S. Vazhkudai, Xiaosong Ma, Gregory G. Pike, John W. Cobb, Frank Mueller |
| 2006 | CLUSTER | Positioning Dynamic Storage Caches for Transient Data. | Sudharshan S. Vazhkudai, Douglas Thain, Xiaosong Ma, Vincent W. Freeh |
| 2006 | HPDC | Exploring I/O Strategies for Parallel Sequence-Search Tools with S3aSim. | Avery Ching, Wu-chun Feng, Heshan Lin, Xiaosong Ma, Alok N. Choudhary |
| 2006 | ICS | 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 |
| 2006 | SC | 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 |
| 2005 | SC | FreeLoader: Scavenging Desktop Storage Resources for Scientific Data. | Sudharshan Vazhkudai, Xiaosong Ma, Vincent W. Freeh, Jonathan W. Strickland, Nandan Tammineedi, Stephen L. Scott |
| 2005 | SC | Cross-Platform Performance Prediction of Parallel Applications Using Partial Execution. | Leo T. Yang, Xiaosong Ma, Frank Mueller |
| 2004 | CLUSTER | RFS: efficient and flexible remote file access for MPI-IO. | Jonghyun Lee, Robert B. Ross, Rajeev Thakur, Xiaosong Ma, Marianne Winslett |
| 2004 | ICDE | GODIVA: Lightweight Data Management for Scientific Visualization Applications. | Xiaosong Ma, Marianne Winslett, John Norris, Xiangmin Jiao, Robert Fiedler |
| 2003 | SSDBM | Declustering Large Multidimensional Data Sets for Range Queries over Heterogeneous Disks. | Jonghyun Lee, Marianne Winslett, Xiaosong Ma, Shengke Yu |
| 2002 | ICS | Active buffering plus compressed migration: an integrated solution to parallel simulations' data transport needs. | Jonghyun Lee, Xiaosong Ma, Marianne Winslett, Shengke Yu |
| 2001 | ICS | Tuning high-performance scientific codes: the use of performance models to control resource usage during data migration and I/O. | Jonghyun Lee, Marianne Winslett, Xiaosong Ma, Shengke Yu |
| 2000 | CCS | PRUNES: an efficient and complete strategy for automated trust negotiation over the Internet. | Ting Yu, Xiaosong Ma, Marianne Winslett |