Improving Index Performance through Prefetching. - Shimin Chen; Phillip B. Gibbons; Todd C. Mowry (SIGMOD Conference, 2001)

Fractal prefetching B±Trees: optimizing both cache and disk performance. - Shimin Chen; Phillip B. Gibbons; Todd C. Mowry; Gary Valentin (SIGMOD Conference, 2002)

Improving Logging and Recovery Performance in Phoenix/App. - Roger S. Barga; Shimin Chen; David B. Lomet (ICDE, 2004)

Database-Centric Programming for Wide-Area Sensor Systems. - Shimin Chen; Phillip B. Gibbons; Suman Nath (DCOSS, 2005)

Inspector Joins. - Shimin Chen; Anastassia Ailamaki; Phillip B. Gibbons; Todd C. Mowry (VLDB, 2005)

Log-based architectures for general-purpose monitoring of deployed code. - Shimin Chen; Babak Falsafi; Phillip B. Gibbons; Michael Kozuch; Todd C. Mowry; Radu Teodorescu; Anastassia Ailamaki; Limor Fix; Gregory R. Ganger; Bin Lin 002; Steven W. Schlosser (ASID, 2006)

Parallel depth first vs. work stealing schedulers on CMP architectures. - Vasileios Liaskovitis; Shimin Chen; Phillip B. Gibbons; Anastassia Ailamaki; Guy E. Blelloch; Babak Falsafi; Limor Fix; Nikos Hardavellas; Michael Kozuch; Todd C. Mowry; Chris Wilkerson (SPAA, 2006)

Scheduling threads for constructive cache sharing on CMPs. - Shimin Chen; Phillip B. Gibbons; Michael Kozuch; Vasileios Liaskovitis; Anastassia Ailamaki; Guy E. Blelloch; Babak Falsafi; Limor Fix; Nikos Hardavellas; Todd C. Mowry; Chris Wilkerson (SPAA, 2007)

Improving hash join performance through prefetching. - Shimin Chen; Anastassia Ailamaki; Phillip B. Gibbons; Todd C. Mowry (ACM Trans. Database Syst., 2007)

Flexible Hardware Acceleration for Instruction-Grain Program Monitoring. - Shimin Chen; Michael Kozuch; Theodoros Strigkos; Babak Falsafi; Phillip B. Gibbons; Todd C. Mowry; Vijaya Ramachandran; Olatunji Ruwase; Michael P. Ryan; Evangelos Vlachos (ISCA, 2008)

Provably good multicore cache performance for divide-and-conquer algorithms. - Guy E. Blelloch; Rezaul Alam Chowdhury; Phillip B. Gibbons; Vijaya Ramachandran; Shimin Chen; Michael Kozuch (SODA, 2008)

Parallelizing dynamic information flow tracking. - Olatunji Ruwase; Phillip B. Gibbons; Todd C. Mowry; Vijaya Ramachandran; Shimin Chen; Michael Kozuch; Michael P. Ryan (SPAA, 2008)

FlashLogging: exploiting flash devices for synchronous logging performance. - Shimin Chen (SIGMOD Conference, 2009)

Flexible Hardware Acceleration for Instruction-Grain Lifeguards. - Shimin Chen; Michael Kozuch; Phillip B. Gibbons; Michael P. Ryan; Theodoros Strigkos; Todd C. Mowry; Olatunji Ruwase; Evangelos Vlachos; Babak Falsafi; Vijaya Ramachandran (IEEE Micro, 2009)

Butterfly analysis: adapting dataflow analysis to dynamic parallel monitoring. - Michelle L. Goodstein; Evangelos Vlachos; Shimin Chen; Phillip B. Gibbons; Michael A. Kozuch; Todd C. Mowry (ASPLOS, 2010)

ParaLog: enabling and accelerating online parallel monitoring of multithreaded applications. - Evangelos Vlachos; Michelle L. Goodstein; Michael A. Kozuch; Shimin Chen; Babak Falsafi; Phillip B. Gibbons; Todd C. Mowry (ASPLOS, 2010)

Decoupled lifeguards: enabling path optimizations for dynamic correctness checking tools. - Olatunji Ruwase; Shimin Chen; Phillip B. Gibbons; Todd C. Mowry (PLDI, 2010)

PR-join: a non-blocking join achieving higher early result rate with statistical guarantees. - Shimin Chen; Phillip B. Gibbons; Suman Nath (SIGMOD Conference, 2010)

Flash in a DBMS: Where and How? - Manos Athanassoulis; Anastasia Ailamaki; Shimin Chen; Phillip B. Gibbons; Radu Stoica (IEEE Data Eng. Bull., 2010)

TPC-E vs. TPC-C: characterizing the new TPC-E benchmark via an I/O comparison study. - Shimin Chen; Anastasia Ailamaki; Manos Athanassoulis; Phillip B. Gibbons; Ryan Johnson 001; Ippokratis Pandis; Radu Stoica (SIGMOD Rec., 2010)

Poster: temporal attribute-based encryption in clouds. - Yan Zhu 010; Hongxin Hu; Gail-Joon Ahn; Xiaorui Gong; Shimin Chen (CCS, 2011)

Rethinking Database Algorithms for Phase Change Memory. - Shimin Chen; Phillip B. Gibbons; Suman Nath (CIDR, 2011)

Collaborative integrity verification in hybrid clouds. - Yan Zhu 010; Hongxin Hu; Gail-Joon Ahn; Yujing Han; Shimin Chen (CollaborateCom, 2011)

QMD: exploiting flash for energy efficient disk arrays. - Sean M. Snyder; Shimin Chen; Panos K. Chrysanthis; Alexandros Labrinidis (DaMoN, 2011)

Location-Aware MapReduce in Virtual Cloud. - Yifeng Geng; Shimin Chen; Yongwei Wu 001; Ryan Wu; Guangwen Yang; Weimin Zheng (ICPP, 2011)

MaSM: efficient online updates in data warehouses. - Manos Athanassoulis; Shimin Chen; Anastasia Ailamaki; Phillip B. Gibbons; Radu Stoica (SIGMOD Conference, 2011)

Log-based architectures: using multicore to help software behave correctly. - Shimin Chen; Phillip B. Gibbons; Michael Kozuch; Todd C. Mowry (ACM SIGOPS Oper. Syst. Rev., 2011)

Chrysalis analysis: incorporating synchronization arcs in dataflow-analysis-based parallel monitoring. - Michelle L. Goodstein; Shimin Chen; Phillip B. Gibbons; Michael A. Kozuch; Todd C. Mowry (PACT, 2012)

LogKV: Exploiting Key-Value Stores for Log Processing. - Zhao Cao; Shimin Chen; Feifei Li 001; Min Wang 001; Xiaoyang Sean Wang (CIDR, 2013)

i2MapReduce: incremental iterative MapReduce. - Yanfeng Zhang; Shimin Chen (Cloud-I, 2013)

iPLUG: Personalized List Recommendation in Twitter. - Lijiang Chen; Yibing Zhao; Shimin Chen; Hui Fang 001; Chengkai Li 001; Min Wang 001 (WISE (2), 2013)

Wiki3C: exploiting wikipedia for context-aware concept categorization. - Peng Jiang 002; Huiman Hou; Lijiang Chen; Shimin Chen; Conglei Yao; Chengkai Li 001; Min Wang 001 (WSDM, 2013)

Efficient and Flexible Index Access in MapReduce. - Zhao Cao; Shimin Chen; Dongzhe Ma; Jianhua Feng; Min Wang 001 (EDBT, 2014)

Optimizing CPU cache performance for Pregel-like graph computation. - Songjie Niu; Shimin Chen (ICDE Workshops, 2015)

Persistent B+-Trees in Non-Volatile Main Memory. - Shimin Chen; Qin Jin (Proc. VLDB Endow., 2015)

Report on the International Workshop on Big Data Management on Emerging Hardware (HardBD 2015). - Shimin Chen; Qiong Luo 001; Xiaofeng Meng 001 (SIGMOD Rec., 2015)

i2 MapReduce: Incremental MapReduce for Mining Evolving Big Data. - Yanfeng Zhang; Shimin Chen; Qiang Wang; Ge Yu 001 (IEEE Trans. Knowl. Data Eng., 2015)

Exploitation and Exploration Balanced Hierarchical Summary for Landmark Images. - Jia Chen 001; Qin Jin; Shenghua Bao; Zhong Su; Shimin Chen; Yong Yu 001 (IEEE Trans. Multim., 2015)

Online Updates on Data Warehouses via Judicious Use of Solid-State Storage. - Manos Athanassoulis; Shimin Chen; Anastasia Ailamaki; Phillip B. Gibbons; Radu Stoica (ACM Trans. Database Syst., 2015)

Exploiting SIMD for complex numerical predicates. - Dongxiao Song; Shimin Chen (ICDE Workshops, 2016)

i2MapReduce: Incremental mapreduce for mining evolving big data. - Yanfeng Zhang; Shimin Chen; Qiang Wang; Ge Yu 001 (ICDE, 2016)

Efficient Distributed Density Peaks for Clustering Large Data Sets in MapReduce. - Yanfeng Zhang; Shimin Chen; Ge Yu 001 (IEEE Trans. Knowl. Data Eng., 2016)

Exploiting Common Patterns for Tree-Structured Data. - Zhiyi Wang; Shimin Chen (SIGMOD Conference, 2017)

STEED: An Analytical Database System for TrEE-structured Data. - Zhiyi Wang; Dongyan Zhou; Shimin Chen (Proc. VLDB Endow., 2017)

Efficient Graph Computation for Node2Vec. - Dongyan Zhou; Songjie Niu; Shimin Chen (CoRR, 2018)

Efficient Partitioning and Query Processing of Spatio-Temporal Graphs with Trillion Edges. - Mengsu Ding; Shimin Chen (ICDE, 2019)

Auxo: a temporal graph management system. - Wentao Han; Kaiwei Li; Shimin Chen; Wenguang Chen (Big Data Min. Anal., 2019)

Storing and Querying Large-Scale Spatio-Temporal Graphs with High-Throughput Edge Insertions. - Mengsu Ding; Muqiao Yang; Shimin Chen (CoRR, 2019)

Introduction to the special issue on Self-managing and Hardware-Optimized Database Systems 2019. - Shimin Chen; Panos K. Chrysanthis; Khuzaima Daudjee; Meichun Hsu; Mohammad Sadoghi (Distributed Parallel Databases, 2020)

Initial experience with 3D XPoint main memory. - Jihang Liu; Shimin Chen (Distributed Parallel Databases, 2020)

LB+-Trees: Optimizing Persistent Index Performance on 3DXPoint Memory. - Jihang Liu; Shimin Chen; Lujun Wang (Proc. VLDB Endow., 2020)

Progressive Join Algorithms Considering User Preference. - Mengsu Ding; Shimin Chen; Nantia Makrynioti; Stefan Manegold (CIDR, 2021)

ROART: Range-query Optimized Persistent ART. - Shaonan Ma; Kang Chen; Shimin Chen; Mengxing Liu; Jianglang Zhu; Hongbo Kang; Yongwei Wu 001 (FAST, 2021)

How Does Updatable Learned Index Perform on Non-Volatile Main Memory? - Leying Chen; Shimin Chen (ICDE Workshops, 2021)

TransGPerf: Exploiting Transfer Learning for Modeling Distributed Graph Computation Performance. - Songjie Niu; Shimin Chen (J. Comput. Sci. Technol., 2021)

Zen: a High-Throughput Log-Free OLTP Engine for Non-Volatile Main Memory. - Gang Liu; Leying Chen; Shimin Chen (Proc. VLDB Endow., 2021)

Updatable Learned Index with Precise Positions. - Jiacheng Wu; Yong Zhang 002; Shimin Chen; Yu Chen 052; Jin Wang 007; Chunxiao Xing (Proc. VLDB Endow., 2021)

MV-TAL: Mulit-view Temporal Action Localization in Naturalistic Driving. - Wei Li 012; Shimin Chen; Jianyang Gu; Ning Wang; Chen Chen 114; Yandong Guo (CVPR Workshops, 2022)

SoccerNet 2022 Challenges Results. - Silvio Giancola; Anthony Cioppa; Adrien Deliège; Floriane Magera; Vladimir Somers; Le Kang; Xin Zhou 024; Olivier Barnich; Christophe De Vleeschouwer; Alexandre Alahi; Bernard Ghanem; Marc Van Droogenbroeck; et al. (MMSports@MM, 2022)

Faster-TAD: Towards Temporal Action Detection with Proposal Generation and Classification in a Unified Network. - Shimin Chen; Chen Chen 114; Wei Li 012; Xunqiang Tao; Yandong Guo (CoRR, 2022)

SEAL: A Large-scale Video Dataset of Multi-grained Spatio-temporally Action Localization. - Shimin Chen; Wei Li 012; Chen Chen 114; Jianyang Gu; Jiaming Chu; Xunqiang Tao; Yandong Guo (CoRR, 2022)

Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations (extended version). - Zichun Huang; Shimin Chen (CoRR, 2022)

Introduction to the special issue on self‑managing and hardware‑optimized database systems 2020. - Herodotos Herodotou; Panos K. Chrysanthis; Shimin Chen; Meichun Hsu; Khuzaima Daudjee; Yingjun Wu; Constantinos Costa (Distributed Parallel Databases, 2022)

Density-optimized Intersection-free Mapping and Matrix Multiplication for Join-Project Operations. - Zichun Huang; Shimin Chen (Proc. VLDB Endow., 2022)

Index Checkpoints for Instant Recovery in In-Memory Database Systems. - Leon Lee 001; Siphrey Xie; Yunus Ma; Shimin Chen (Proc. VLDB Endow., 2022)

Pea Hash: A Performant Extendible Adaptive Hashing Index. - Zhuoxuan Liu; Shimin Chen (Proc. ACM Manag. Data, 2023)

Zen+: a robust NUMA-aware OLTP engine optimized for non-volatile main memory. - Gang Liu; Leying Chen; Shimin Chen (VLDB J., 2023)

MOST: Model-Based Compression with Outlier Storage for Time Series Data. - Zehai Yang; Shimin Chen (Proc. ACM Manag. Data, 2023)

A Segmentation-Based Data Contention Resolution Method For Optical Named Data Networking. - Shimin Chen; Lingyun Zhou; Rui Hou 003 (ICNC, 2024)

CPU and GPU Hash Joins on Skewed Data. - Yuzhou Cai; Shimin Chen (ICDEW, 2024)

Fewer Tokens and Fewer Videos: Extending Video Understanding Abilities in Large Vision-Language Models. - Shimin Chen; Yitian Yuan; Shaoxiang Chen 001; Zequn Jie; Lin Ma 002 (CoRR, 2024)

LITS: An Optimized Learned Index for Strings (An Extended Version). - Yifan Yang; Shimin Chen (CoRR, 2024)

Technical Report for SoccerNet Challenge 2022 - Replay Grounding Task. - Shimin Chen; Wei Li 012; Jiaming Chu; Chen Chen 114; Chen Zhang 013; Yandong Guo (CoRR, 2024)

Technical Report for Soccernet 2023 - Dense Video Captioning. - Zheng Ruan; Ruixuan Liu; Shimin Chen; Mengying Zhou; Xinquan Yang; Wei Li 012; Chen Chen 114; Wei Shen (CoRR, 2024)

Technical Report for ActivityNet Challenge 2022 - Temporal Action Localization. - Shimin Chen; Wei Li 012; Jianyang Gu; Chen Chen 114; Yandong Guo (CoRR, 2024)

TimeMarker: A Versatile Video-LLM for Long and Short Video Understanding with Superior Temporal Localization Ability. - Shimin Chen; Xiaohan Lan; Yitian Yuan; Zequn Jie; Lin Ma 002 (CoRR, 2024)

Cabin: A Compressed Adaptive Binned Scan Index. - Yiyuan Chen; Shimin Chen (Proc. ACM Manag. Data, 2024)

LITS: An Optimized Learned Index for Strings. - Yifan Yang; Shimin Chen (Proc. VLDB Endow., 2024)

An Experimental Study of GPU-Based Graph ANN Search Algorithms. - Yinzuo Jiang; Shimin Chen (ICDEW, 2025)