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ORCIDI-Hsin Chung
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- affiliation: IBM Thomas J. Watson Research Center
- affiliation: University of Maryland, Department of Computer Science
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2020 – today
- 2024
[c58]Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee:
Latency Attack Resilience in Object Detectors: Insights from Computing Architecture. ACCV (8) 2024: 229-245- [c57]Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee:
Overload: Latency Attacks on Object Detection for Edge Devices. CVPR 2024: 24716-24725 - [i10]Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee:
Steal Now and Attack Later: Evaluating Robustness of Object Detection against Black-box Adversarial Attacks. CoRR abs/2404.15881 (2024) - [i9]Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee:
Data-Driven Lipschitz Continuity: A Cost-Effective Approach to Improve Adversarial Robustness. CoRR abs/2406.19622 (2024) - [i8]Talia Gershon, Seetharami Seelam, Brian Belgodere, Milton Bonilla, Lan Hoang, Danny Barnett, I-Hsin Chung, Apoorve Mohan, Ming-Hung Chen, Lixiang Luo, Robert Walkup, Constantinos Evangelinos, Shweta Salaria, Marc Dombrowa, Yoonho Park, Apo Kayi, Liran Schour, Alim Alim, Ali Sydney, Pavlos Maniotis, Laurent Schares, Bernard Metzler, Bengi Karacali-Akyamac, Sophia Wen, Tatsuhiro Chiba, Sunyanan Choochotkaew, Takeshi Yoshimura, Claudia Misale, Tonia Elengikal, Kevin O. Connor, Zhuoran Liu, Richard Molina, Lars Schneidenbach, James Caden, Christopher Laibinis, Carlos Fonseca, Vasily Tarasov, Swaminathan Sundararaman, Frank B. Schmuck, Scott Guthridge, Jeremy Cohn, Marc Eshel, Paul Muench, Runyu Liu, William Pointer, Drew Wyskida, Bob Krull, Ray Rose, Brent Wolfe, William Cornejo, John Walter, Colm Malone, Clifford Perucci, Frank Franco, Nigel Hinds, Bob Calio, Pavel Druyan, Robert Kilduff, John Kienle, Connor McStay, Andrew Figueroa, Matthew Connolly, Edie Fost, Gina Roma, Jake Fonseca, Ido Levy, Michele Payne, Ryan Schenkel, Amir Malki, Lion Schneider, Aniruddha Narkhede, Shekeba Moshref, Alexandra Kisin, Olga Dodin, Bill Rippon, Henry Wrieth, John Ganci, Johnny Colino, Donna Habeger-Rose, Rakesh Pandey, Aditya Gidh, Aditya Gaur, Dennis Patterson, Samsuddin Salmani, Rambilas Varma, Rumana Rumana, Shubham Sharma, Mayank Mishra, Rameswar Panda, Aditya Prasad, Matt Stallone, Gaoyuan Zhang, Yikang Shen, David Cox, Ruchir Puri, Dakshi Agrawal, Drew Thorstensen, Joel Belog, Brent Tang:
The infrastructure powering IBM's Gen AI model development. CoRR abs/2407.05467 (2024) - [i7]Kuo-Han Hung, Ching-Yun Ko, Ambrish Rawat, I-Hsin Chung, Winston H. Hsu, Pin-Yu Chen:
Attention Tracker: Detecting Prompt Injection Attacks in LLMs. CoRR abs/2411.00348 (2024) - [i6]Chung-Ting Tsai, Ching-Yun Ko, I-Hsin Chung, Yu-Chiang Frank Wang, Pin-Yu Chen:
Understanding and Improving Training-Free AI-Generated Image Detections with Vision Foundation Models. CoRR abs/2411.19117 (2024) - 2023
- [c56]Paula Olaya, Jakob Lüttgau, Camila Roa
, Ricardo M. Llamas, Rodrigo Vargas, Sophia Wen, I-Hsin Chung, Seetharami R. Seelam, Yoonho Park, Jay F. Lofstead, Michela Taufer:
Enabling Scalability in the Cloud for Scientific Workflows: An Earth Science Use Case. CLOUD 2023: 383-393 - [c55]Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-Mei W. Hwu:
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. ASPLOS (2) 2023: 325-339 - [i5]Erh-Chung Chen, Pin-Yu Chen, I-Hsin Chung, Che-Rung Lee:
Overload: Latency Attacks on Object Detection for Edge Devices. CoRR abs/2304.05370 (2023) - [i4]Jeongmin Brian Park, Zaid Qureshi, Vikram S. Mailthody, Andrew Gacek, Shunfan Shao, Mohammad Almasri, Isaac Gelado, Jinjun Xiong, Chris J. Newburn, I-Hsin Chung, Michael Garland, Nikolay Sakharnykh, Wen-Mei W. Hwu:
CODAG: Characterizing and Optimizing Decompression Algorithms for GPUs. CoRR abs/2307.03760 (2023) - 2022
- [c54]Chia-Ting Hung, Jerry Chou, Ming-Hung Chen, I-Hsin Chung:
A Locality-aware Cooperative Distributed Memory Caching for Parallel Data Analytic Applications. IPDPS Workshops 2022: 1111-1117 - [c53]Lixiang Luo, I-Hsin Chung, Seetharami R. Seelam, Ming-Hung Chen, Yun Joon Soh:
NVMe Virtualization for Cloud Virtual Machines. ICPE 2022: 37-46 - [d1]Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelago, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-mei W. Hwu:
GPU-Initiated On-Demand High-Throughput Storage Access in the BaM System Architecture. Zenodo, 2022
- [i3]Zaid Qureshi, Vikram Sharma Mailthody, Isaac Gelado, Seungwon Min, Amna Masood, Jeongmin Brian Park, Jinjun Xiong, Chris J. Newburn, Dmitri Vainbrand, I-Hsin Chung, Michael Garland, William J. Dally, Wen-Mei W. Hwu:
BaM: A Case for Enabling Fine-grain High Throughput GPU-Orchestrated Access to Storage. CoRR abs/2203.04910 (2022) - 2021
- [c52]Lorraine M. Herger, Kaoutar El Maghraoui, I-Hsin Chung, Chekuri Choudary, Kim Tran, Todd Deshane:
Toward an Enterprise-ready Composable Infrastructure as a Service. SCC 2021: 116-125 - [c51]YuCheng Wang, Jerry Chou, I-Hsin Chung:
A Deep Reinforcement Learning Method for Solving Task Mapping Problems with Dynamic Traffic on Parallel Systems. HPC Asia 2021: 1-10 - [c50]Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu:
TEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes. HPDC 2021: 95-106 - 2020
- [j13]Serban Maerean, Eun Kyung Lee, Hui-Fang Wen, I-Hsin Chung:
Transformation of application enablement tools on CORAL systems. IBM J. Res. Dev. 64(3/4): 16:1-16:12 (2020) - [c49]ChanJung Chang, Jerry Chou, Yu-Ching Chou, I-Hsin Chung:
ECS2: A Fast Erasure Coding Library for GPU-Accelerated Storage Systems with Parallel & Direct IO. CLUSTER 2020: 349-358 - [c48]I-Hsin Chung, Kazuhiko Komatsu:
Workshop 14: iWAPT Automatic Performance Tuning. IPDPS Workshops 2020: 767-768 - [c47]Carl Pearson, Mert Hidayetoglu, Mohammad Almasri, Omer Anjum, I-Hsin Chung, Jinjun Xiong, Wen-Mei W. Hwu:
Node-Aware Stencil Communication for Heterogeneous Supercomputers. IPDPS Workshops 2020: 796-805 - [i2]Zaid Qureshi, Vikram Sharma Mailthody, Seungwon Min, I-Hsin Chung, Jinjun Xiong, Wen-Mei W. Hwu:
Tearing Down the Memory Wall. CoRR abs/2008.10169 (2020) - [i1]Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu:
Fast CUDA-Aware MPI Datatypes without Platform Support. CoRR abs/2012.14363 (2020)
2010 – 2019
- 2019
- [c46]Ming-Hung Chen, Kai-Wen Hu, I-Hsin Chung, Cheng-Fu Chou:
Towards VR/AR Multimedia Content Multicast over Wireless LAN. CCNC 2019: 1-6 - [c45]Ming-Hung Chen, Zhi-Qiang Zhong, I-Hsin Chung, Cheng-Fu Chou:
Temporal-based Load Adaptive SDN Controller Failover Mechanism. CCNC 2019: 1-2 - [c44]Carl Pearson, Abdul Dakkak, Sarah Hashash, Cheng Li, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu:
Evaluating Characteristics of CUDA Communication Primitives on High-Bandwidth Interconnects. ICPE 2019: 209-218 - 2018
- [j12]Ming-Hung Chen, Shi-Chen Wang, Shih-Wei Liao, I-Hsin Chung, Cheng-Fu Chou:
Deadline Is Not Enough: Importance-Aware Transmission Control Protocol for Server-Centric Data Centers. IEEE Syst. J. 12(2): 1543-1553 (2018) - [c43]I-Hsin Chung, Bülent Abali, Paul Crumley:
Towards a Composable Computer System. HPC Asia 2018: 137-147 - [c42]Ming-Hung Chen, Jyun-Yan Ciou, I-Hsin Chung, Cheng-Fu Chou:
FlexProtect: A SDN-based DDoS Attack Protection Architecture for Multi-tenant Data Centers. HPC Asia 2018: 202-209 - [c41]Ming-Hung Chen, I-Hsin Chung, Bülent Abali, Paul Crumley:
Towards a Single-Host Many-GPU System. SBAC-PAD 2018: 140-147 - [c40]Carl Pearson, I-Hsin Chung, Zehra Sura, Wen-Mei Hwu, Jinjun Xiong:
NUMA-Aware Data-Transfer Measurements for Power/NVLink Multi-GPU Systems. ISC Workshops 2018: 448-454 - 2017
- [j11]I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury:
Parallel Deep Neural Network Training for Big Data on Blue Gene/Q. IEEE Trans. Parallel Distributed Syst. 28(6): 1703-1714 (2017) - [c39]Ming-Hung Chen, Wei-Min Wang, I-Hsin Chung, Cheng-Fu Chou:
Incremental Hybrid SDN Deployment for Enterprise Networks. DASC/PiCom/DataCom/CyberSciTech 2017: 1143-1149 - 2016
- [j10]Ming-Hung Chen, Yen-Chen Tien, Yuan-Ting Huang, I-Hsin Chung, Cheng-Fu Chou:
A low-latency two-tier measurement and control platform for commodity SDN. IEEE Commun. Mag. 54(9): 98-104 (2016) - [c38]I-Hsin Chung, Carlos H. A. Costa, Leopold Grinberg, Hui-Fang Wen:
Application Characterization Assisted System Design. CIT 2016: 18-25 - [c37]Mu Yang, Ray-Bing Chen, I-Hsin Chung, Weichung Wang:
Particle Swarm Stepwise Algorithm (PaSS) on Multicore Hybrid CPU-GPU Clusters. CIT 2016: 265-272 - 2015
- [c36]Ying-Chieh Wang, I-Hsin Chung, Che-Rung Lee, Michael Perrone, Yeh-Ching Chung:
Hardware Thread-Level Speculation Performance Analysis. HPCC/CSS/ICESS 2015: 900-903 - 2014
- [j9]Shih-Hsiang Lo, Che-Rung Lee, Quey-Liang Kao, I-Hsin Chung, Yeh-Ching Chung:
Improving GPU Memory Performancewith Artificial Barrier Synchronization. IEEE Trans. Parallel Distributed Syst. 25(9): 2342-2352 (2014) - [c35]Tara N. Sainath, I-Hsin Chung, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Brian Kingsbury, George Saon, Vernon Austel, Upendra V. Chaudhari:
Parallel deep neural network training for LVCSR tasks using blue gene/Q. INTERSPEECH 2014: 1048-1052 - [c34]Ying-Chieh Wang, Che-Rung Lee, Yeh-Ching Chung, I-Hsin Chung, Michael Perrone:
Performance Modeling for Hardware Thread-Level Speculation. IPDPS Workshops 2014: 1457-1464 - [c33]I-Hsin Chung, Tara N. Sainath, Bhuvana Ramabhadran, Michael Picheny, John A. Gunnels, Vernon Austel, Upendra V. Chaudhari, Brian Kingsbury:
Parallel Deep Neural Network Training for Big Data on Blue Gene/Q. SC 2014: 745-753 - 2013
- [j8]Constantinos Evangelinos, Robert Walkup, Vipin Sachdeva, Kirk E. Jordan, Hormozd Gahvari, I-Hsin Chung, Michael P. Perrone, Ligang Lu, Lurng-Kuo Liu, Karen A. Magerlein:
Determination of performance characteristics of scientific applications on IBM Blue Gene/Q. IBM J. Res. Dev. 57(1/2): 9 (2013) - [j7]Po-Chi Shih, Kuo-Chan Huang, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung:
TLA: Temporal look-ahead processor allocation method for heterogeneous multi-cluster systems. J. Parallel Distributed Comput. 73(12): 1661-1672 (2013) - [j6]Shih-Hsiang Lo, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung:
Optimizing Pairwise Box Intersection Checking on GPUs for Large-Scale Simulations. ACM Trans. Model. Comput. Simul. 23(3): 19:1-19:22 (2013) - 2012
- [j5]Guojing Cong, I-Hsin Chung, Hui-Fang Wen, David J. Klepacki, Hiroki Murata, Yasushi Negishi, Takao Moriyama:
A Systematic Approach toward Automated Performance Analysis and Tuning. IEEE Trans. Parallel Distributed Syst. 23(3): 426-435 (2012) - [c32]Che-Rung Lee, Shih-Hsiang Lo, Nan-Hsi Chen, Yeh-Ching Chung, I-Hsin Chung:
GPU Performance Enhancement via Communication Cost Reduction: Case Studies of Radix Sort and WSN Relay Node Placement Problem. CCGRID 2012: 132-139 - [c31]Yun-Che Wang, Chun-Yi Wu, I-Hsin Chung:
Comparison Studies of Large-scale Conventional Molecular Dynamics Simulation on Parallel Machines. HPCC-ICESS 2012: 959-963 - [c30]I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Chung-Yi Chou, Yeh-Ching Chung:
Scalable Communication-aware Task Mapping Algorithms for Interconnected Multicore Systems. IPDPS Workshops 2012: 187-192 - [c29]Guojing Cong, Hui-Fang Wen, I-Hsin Chung, David J. Klepacki, Hiroki Murata, Yasushi Negishi:
An Efficient Framework for Multi-dimensional Tuning of High Performance Computing Applications. IPDPS 2012: 1376-1387 - [c28]Yasushi Negishi, Hiroki Murata, Guojing Cong, Hui-Fang Wen, I-Hsin Chung:
A static analysis tool using a three-step approach for data races in HPC programs. PADTAD 2012: 11-17 - [c27]I-Hsin Chung, Changhoan Kim, Hui-Fang Wen, Guojing Cong:
Application data prefetching on the IBM blue gene/Q supercomputer. SC 2012: 88 - 2011
- [j4]I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Yeh-Ching Chung:
Hierarchical Mapping for HPC Applications. Parallel Process. Lett. 21(3): 279-299 (2011) - [c26]Shih-Hsiang Lo, Che-Rung Lee, Yeh-Ching Chung, I-Hsin Chung:
A Parallel Rectangle Intersection Algorithm on GPU+CPU. CCGRID 2011: 43-52 - [c25]Po-Chi Shih, Kuo-Chan Huang, Che-Rung Lee, I-Hsin Chung, Yeh-Ching Chung:
A Performance Goal Oriented Processor Allocation Technique for Centralized Heterogeneous Multi-cluster Environments. CCGRID 2011: 614-615 - [c24]I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Yeh-Ching Chung:
Scalable Communication-Aware Task Mapping Algorithms for Interconnected Multicore Systems. HPCC 2011: 759-764 - [c23]I-Hsin Chung, Che-Rung Lee, Jiazheng Zhou, Yeh-Ching Chung:
Hierarchical Mapping for HPC Applications. IPDPS Workshops 2011: 1815-1823 - 2010
- [j3]Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, Hui-Fang Wen, David J. Klepacki:
Workload performance characterization of DARPA HPCS benchmarks. Concurr. Comput. Pract. Exp. 22(4): 441-461 (2010) - [c22]Judit Giménez, Jesús Labarta, F. Xavier Pegenaute, Hui-Fang Wen, David J. Klepacki, I-Hsin Chung, Guojing Cong, Felix Voigtländer, Bernd Mohr:
Guided Performance Analysis Combining Profile and Trace Tools. Euro-Par Workshops 2010: 513-521 - [c21]Abhinav Bhatele, Gagan Raj Gupta, Laxmikant V. Kalé, I-Hsin Chung:
Automated mapping of regular communication graphs on mesh interconnects. HiPC 2010: 1-10 - [c20]Guojing Cong, I-Hsin Chung, Hui-Fang Wen, David J. Klepacki, Hiroki Murata, Yasushi Negishi, Takao Moriyama:
Application tuning through bottleneck-driven refactoring. IPDPS Workshops 2010: 1-7 - [c19]Che-Rung Lee, I-Hsin Chung, Zhaojun Bai:
Parallelization of DQMC simulation for strongly correlated electron systems. IPDPS 2010: 1-9 - [c18]Seetharami R. Seelam, I-Hsin Chung, John Bauer, Hui-Fang Wen:
Masking I/O latency using application level I/O caching and prefetching on Blue Gene systems. IPDPS 2010: 1-12
2000 – 2009
- 2009
- [c17]Guojing Cong, I-Hsin Chung, Hui-Fang Wen, David J. Klepacki, Hiroki Murata, Yasushi Negishi, Takao Moriyama:
A Holistic Approach towards Automated Performance Analysis and Tuning. Euro-Par 2009: 33-44 - [c16]I-Hsin Chung, Seetharami R. Seelam, Bernd Mohr, Jesús Labarta:
Tools for scalable performance analysis on Petascale systems. IPDPS 2009: 1-3 - [c15]Guojing Cong, Seetharami R. Seelam, I-Hsin Chung, Sophia Wen, David J. Klepacki:
Towards a framework for automated performance tuning. IPDPS 2009: 1-8 - [c14]Seetharami R. Seelam, I-Hsin Chung, John Bauer, Hao Yu, Hui-Fang Wen:
Application level I/O caching on Blue Gene/P systems. IPDPS 2009: 1-8 - 2008
- [c13]Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, Hui-Fang Wen, David J. Klepacki:
Workload Performance Characterization of DARPA HPCS Benchmarks. HPCC 2008: 342-351 - [c12]I-Hsin Chung, Guojing Cong, David J. Klepacki, Simone Sbaraglia, Seetharami R. Seelam, Hui-Fang Wen:
A framework for automated performance bottleneck detection. IPDPS 2008: 1-7 - [c11]Seetharami R. Seelam, I-Hsin Chung, Ding-Yong Hong, Hui-Fang Wen, Hao Yu:
Early experiences in application level I/O tracing on blue gene systems. IPDPS 2008: 1-8 - 2007
- [c10]Hao Yu, José E. Moreira, Parijat Dube, I-Hsin Chung, Li Zhang:
Performance Studies of a WebSphere Application, Trade, in Scale-out and Scale-up Environments. IPDPS 2007: 1-8 - [c9]Hui-Fang Wen, Simone Sbaraglia, Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, David J. Klepacki:
A Productivity Centered Tools Framework for Application Performance Tuning. QEST 2007: 273-274 - [c8]Simone Sbaraglia, Hui-Fang Wen, Seetharami R. Seelam, I-Hsin Chung, Guojing Cong, Kattamuri Ekanadham, David J. Klepacki:
A productivity centered application performance tuning framework. VALUETOOLS 2007: 49 - 2006
- [c7]I-Hsin Chung, Jeffrey K. Hollingsworth:
A Case Study Using Automatic Performance Tuning for Large-Scale Scientific Programs. HPDC 2006: 45-56 - [c6]I-Hsin Chung, Robert Walkup, Hui-Fang Wen, Hao Yu:
A study of MPI performance analysis tools on Blue Gene/L. IPDPS 2006 - [c5]Hao Yu, I-Hsin Chung, José E. Moreira:
Blue Gene system software - Topology mapping for Blue Gene/L supercomputer. SC 2006: 116 - [c4]I-Hsin Chung, Robert Walkup, Hui-Fang Wen, Hao Yu:
MPI tools and performance studies - MPI performance analysis tools on Blue Gene/L. SC 2006: 123 - 2004
- [b1]I-Hsin Chung:
Towards Automatic Performance Tuning. University of Maryland, College Park, MD, USA, 2004 - [c3]I-Hsin Chung, Jeffrey K. Hollingsworth:
Automated Cluster-Based Web Service Performance Tuning. HPDC 2004: 36-44 - [c2]I-Hsin Chung, Jeffrey K. Hollingsworth:
Using Information from Prior Runs to Improve Automated Tuning Systems. SC 2004: 30 - 2003
- [j2]I-Hsin Chung, Jeffrey K. Hollingsworth:
Runtime Selection among Different API Implementations. Parallel Process. Lett. 13(2): 123-134 (2003) - 2002
- [j1]Cheng-Fu Chou, Leana Golubchik, John C. S. Lui, I-Hsin Chung:
Design of Scalable Continuous Media Servers. Multim. Tools Appl. 17(2-3): 181-212 (2002) - [c1]Cristian Tapus, I-Hsin Chung, Jeffrey K. Hollingsworth:
Active harmony: towards automated performance tuning. SC 2002: 43:1-43:11
Coauthor Index
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