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Merced, CA Use the individual file pointers. UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. [3/2021] Four papers are accepeted into ICS'21! [9/2022] A paper on using heterogeneous memory to train GNN (titled "Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning") is accepted to ASPLOS'23. Congratulations! Modern GPUs feature complex memory system designs. I received my Ph.D. from the University of California, Merced, supervised by Prof. Dong Li. Charlottesville, VA 22904. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. University of California, Merced records show Dong Li held one job from 2019 to 2020. The Merced campus is a destination all its own, yet still close to many major cities and natural resources: an hour north of Fresno, two hours south of Sacramento, two hours southeast of San Francisco and the Silicon Valley . Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. x. Are they the same number? University of California, 31 (non-volatile memory) . LinkedIn / Copyright 2023 Zhen Xie Academic Home Page. Any employee who does not want their identity to be disclosed in . Dr. Dong Li is an associate professor at University of California, Merced. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Their, This "Cited by" count includes citations to the following articles in Scholar. 5200 North Lake Rd. Life is short. 5200 North Lake Rd, He is the director of Parallel Architecture, System, and Algorithm Lab (PASA) and a co-director of High Performance Computing Systems and Architecture Group at UC Merced. © 2021 Kai Wu. [MEMSYS] Yuxiong Zhu, Borui Wang, Dong Li, and Jishen Zhao. The Department of Computer Science offers an undergraduate major leading to a B.S. [4/2022] Congratulations to my student, Jie Ren. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). UC Merced HPC 7CSRankings 16 2018 U.S.News 29 2019 32 UC 50 UC Merced 44 UC Riverside 39 UCSC 34 16 2021 US News UC Merced 93 4 72 Merced MPI_File_set_view, MPI_File_write_alll, Copyright 2023 StudeerSnel B.V., Keizersgracht 424, 1016 GC Amsterdam, KVK: 56829787, BTW: NL852321363B01, Give Me Liberty! University of California, Merced 5200 North Lake Rd. The best way to place data in memory is sensitive to many factors (e.g . External reviewers: PPoPP'14, SC'13, Euro-par'12, HPDC'11, etc. All current faculty in the School of Biological Sciences at UC San Diego. I received my B.S. Merced and other places. Overview. SE1 338. . Tianxi Li. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Merced, CA 95343 | . degree from the Beijing Institute of Technology. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. A paper "Efficient Tensor Migration and Allocation on Heterogeneous Memory Systems for Deep Learning" is accepted in HPCA'21. Merced outstanding student. 148 Amphitheater Way. The University of California is the world's leading public research university system. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. degree from the Beijing Institute of Technology. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. of MPI processes to 4, 6, and 8, and measure the execution time. " She will join the Florida International University as a tenure-track assistant professor since fall! I am a forth-year Ph.D. student of Vision and Learning Lab in the Department of Electrical Science and Computer Engineering, advised by Prof. Ming-Hsuan Yang. Short Bio. SE2 211 [8/2022] Welcome new PhD student, Jin Huang! Argonne Website, Argonne Leadership Computing Facility (ALCF), Performance optimization on HPC and AI/DL applications, Parallel computing on various architectures, Heterogeneous computing and memory systems. The system can't perform the operation now. He has really strong accent and his lectures are boring. Wei-Chun Chin. For information about our group members, see our People page. [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! Only two papers won this award. Dong Li Title: Associate Professor Email: dli35@ucmerced.edu Phone: (209) 228-2488 Office: S&E 2, 211 Website: Faculty Site Education: Ph.D., 2011 Virginia Tech Research Interests: High performance computing Fault tolerance/resilience in large-scale parallel and distributed systems Power-aware computing Performance modeling and optimization Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. He will join the Meta (facebook) AI Research. [9/2022] A paper on using heterogeneous memory to train GNN (titled "Betty: Enabling Large-Scale GNN Training with Batch-Level Graph Partitioning") is accepted to ASPLOS'23. reading has been performed correctly. Each process reads the data just written by using an explicit offset. [7/2019] Invited talk at China University Of Petroleum: "Performance Prediction and Optimization of Floating Point Operating Patterns". He was previously an Assistant Professor at UC Riverside before joining UC Berkeley in 2011, and since 2013 he has also held a joint appointment at the Lawrence Berkeley National Laboratory (LBNL) in the Materials Science Division. 10 -19 from the position 10 in the file and so on. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. School of Engineering; [12/2021] A paper TLB-pilot: Mitigating TLB Contention Attack on GPUs with Microarchitecture-Aware Scheduling is accepted by ACM Transactions on Architecture and Code Optimization (TACO) . Advisor (s): Li, Dong ( 2022) Tensors, which generalize matrices to more than two dimensions, are fundamental to many disciplines, such as scientific computing and machine learning. and Ph.D. degrees. Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. b. [01/2023] Have been awarded two Impact Argonne Awards in recognition of the contributions to AI for science for High Performance Computing and Enhancement of Argonnes Reputation. Check that the If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. Electrical Engineering and Computer Science, School of Social Sciences, Humanities & Arts, Office of Executive Vice Chancellor and Provost, Physical Operations, Planning and Development, Non-volatile memory and memory heterogeneity, Fault tolerance/resilience in large-scale parallel and distributed systems. Anna Seiffert, UC Santa Barbara. Any work submitted by a student in this course for academic credit will be the student's own work. Congratulations! My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. Pursue what you really want. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA) and a co-director of High Performance Computing Systems and Architecture Group at UC Merced. Merced, CA 95343 T: (209) 228-4400 2022 [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. Technical reviewers for major journals:IEEE Transaction on degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. Tel: 434-243-3367. Group Location: CAPS Group Room. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. Dong Li. Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. degree and B.S. This question is for testing whether or not you are a human visitor and to prevent automated spam submissions. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. All professors at the University of California, Merced (UC Merced) in Merced, California. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. We aim to discover new metastable quantum . [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Before (III): data per process, To see the binary file in ASCII use the command, Hints: Use MPI_File_Open, MPI_File_write, MPI_File_seek, MPI_File_get_size, MPI_File_read_at, [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. In addition, your browser should visually indicate that you are accessing a secure page. Constantly being compared to the top UCs, UCR always falls behind. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. He is the director of Parallel Architecture, System, and Algorithm Lab (PASA) and a co-director of High Performance Computing Systems and Architecture Group at UC Merced. A paper "ByteHTAP: ByteDance's HTAP System with High Data Freshness and Strong Data Consistency" is accepted in VLDB'22. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. Merced, CA 95343 Telephone: (209) 228-4400 Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. dli35@ucmerced.edu. Dong Li Title: Associate Professor Phone: +1 (209) 228-2488 Email: dli35@ucmerced.edu Location: SE2 211 Website: Lab Site Research Interests: High performance computing Fault tolerance/resilience in large-scale parallel and distributed systems Power-aware computing Performance modeling and optimization Education: Ph.D., 2011, Virginia Tech PhD student at University of California, Merced. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . cli32@ucmerced.edu. The core theme of our research is to study how to enable scalable and efficient execution of applications (especially machine learning and artificial intelligence workloads) on increasingly complex large-scale parallel systems. Before that, I received my Ph.D. in Electrical Engineering and Computer Sciences from University of California Merced, working with Prof. Dong Li on building efficient and scalable system supports for heterogeneous memory-based platforms. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. [2/2020] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors", is accepted in MLSys-W 2020. "Dong Li from UC Merced on the development of runtimes for automatic data management on heterogeneous memories: a trade-off between the cost of memory profiling, online analysis and data migration. From the NSF: The CAREER awards are given to junior faculty members who exemplify. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Aislinn Sotelo, UCSD. Write a code that writes and reads a binary file in parallel according to the following steps: I) The first process writes integers 0-9 from the beginning of the file, the second process writes integer degree and B.E. Dong Yu Professor Department of Physics and Astronomy University of California at Davis Office: 203 Physics Phone: 530-754-0832 Fax: 530-752-4717 Email: yu at physics.ucdavis.edu 2021- Professor of Physics and Astronomy, University of California at Davis Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. Telephone: (209) 228-4400, Management Analytics and Decision Making Minor, Electrical Engineering and Computer Science (EECS), Materials and Biomaterials Science and Engineering (MBSE), Management of Innovation, Sustainability and Technology (MIST), EECS (Electrical Engineering and Computer Science), School of Social Sciences, Humanities & Arts, Office of Executive Vice Chancellor and Provost, Physical Operations, Planning and Development, Fault tolerance/resilience in large-scale parallel and distributedsystems. Faculty Research List. University of California, Merced A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. My research interests lie in high performance computing, computer architecture, and machine learning. Dong Li Professor in the Computer Science department at University of California Merced 0% Would take again 3 Level of Difficulty Rate Professor Li I'm Professor Li Submit a Correction Check out Similar Professors in the Computer Science Department 4.33 Florin Rusu 3.75 Angelo Kyrilov 3.60 Alberto Cerpa 1 Student Ratings All courses Quality 2.0 Coordinator: Dong Li Contact Information: SE2 211 dli35@ucmerced.edu Designation: EECS245 Parallel Computing Office Hours . Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). Prior, he was a postdoctoral researcher in Electrical Engineering and Computer Science at University of California Merced, working with Prof. Dong Li on building efficient system supports for HPC and AI/DL workloads on persistent memory and GPU platforms. Merced, CA 95343 Telephone: (209) 228-4400 2019 Verified email at ucmerced.edu - Homepage. His lectures are boring and literally repeats all the information in the book and lectures aren't mandatory so you can just read the material on your own. Before that, I received my Ph.D. in Electrical Engineering and Computer Sciences from University of California Merced, working with Prof. Dong Li on building efficient and scalable system supports for heterogeneous memory-based platforms. Introduction. Data Recovery. GitHub / If you are going to take CSE 15, make sure you study the textbook by yourself. University of California, Merced 5200 North Lake Rd. [4/2022] Congratulations to my student, Wenqian Dong. She will join the College of William and Mary as a tenure-track assistant professor since fall! [1/2021] A paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in ICS'21. University of California, Merced 5200 North Lake Rd. EPiGRAM-HS meeting at ETH. Google Scholar Profile. Professor and Department Chair (BioE) wchin2@ucmerced.edu. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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Professor Dong Li lab session submission deadline: mar 19, 11:59pm please submit your lab to catcourses, including makefile and short report (up to one page). He will join the Meta (facebook) AI Research. These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. [1/2021] A paper MD-HM: Memoization-based Molecular Dynamics Simulations on Big Memory System is accepted in ICS'21. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Dr. Dong Li is an associate professor at University of California, Merced. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. High Performance Computing Parallel and Distributed Systems. [6/2021] Dong was selected to be an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! SE2 211. One GPU may contain many types of memory of different properties. Associate Professor. High performance computing; Contact: jiawenl@meta.com. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced [09/2022] A paper "A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads" is accepted at the 13th IEEE International Workshop on Performance Modeling, Benchmarking and Simulation of High Performance Computer Systems (PMBS) at SC'22. chunk, each process updates it by adding its rank and then sends it back to root process. Dong Li. [11/2022]Dong Li was invited as a panelist in the panel on "AI for HPC" inSeventh International Workshop on Extreme Scale Programming Models and Middlewareassociated with SC'22. A tag already exists with the provided branch name. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. 2020).When the novel coronavirus strain (SARS-CoV-2) that causes COVID-19 emerged in late 2019, environmental virologists began rapidly adapting their methods from those supporting surveys of other pathogens within wastewater (GWPP 2021 . [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! University of California, Merced Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) Xi'an Xian Xiwuer. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). I received my B.S. Collective communication Research Scientist @ Meta [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. Before that, he earned a PhD in computer First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC . Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). We are a research group in the Department of Physics at University of California, Merced focused on exploring the frontiers of quantum materials and 2D materials. Athena: High-Performance Sparse Tensor Contraction Sequence on Heterogeneous Memory, Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators, Sparta: High-Performance, Element-Wise Sparse Tensor Contraction on Heterogeneous Memory, Fast, Flexible and Comprehensive Bug Detection for Persistent Memory Programs, Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU, RIANN: Real-Time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices, Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training, Processing in Memory for Energy-Efficient CNN Training: A Heterogeneous Approach, HOMP: Automated Distribution of Parallel Loops and Data in Highly Parallel Accelerator-Based Systems, Fall 2020: Pacific Northwest National Laboratory (PNNL), Summer 2020: Pacific Northwest National Laboratory (PNNL), Summer 2018: Oak Ridge National Laboratory (ORNL). II) Re-open the file. : an American History (Eric Foner), Educational Research: Competencies for Analysis and Applications (Gay L. R.; Mills Geoffrey E.; Airasian Peter W.), Forecasting, Time Series, and Regression (Richard T. O'Connell; Anne B. Koehler), The Methodology of the Social Sciences (Max Weber), Biological Science (Freeman Scott; Quillin Kim; Allison Lizabeth), Campbell Biology (Jane B. Reece; Lisa A. Urry; Michael L. Cain; Steven A. Wasserman; Peter V. Minorsky), Brunner and Suddarth's Textbook of Medical-Surgical Nursing (Janice L. Hinkle; Kerry H. Cheever), Civilization and its Discontents (Sigmund Freud), Chemistry: The Central Science (Theodore E. Brown; H. Eugene H LeMay; Bruce E. Bursten; Catherine Murphy; Patrick Woodward), Psychology (David G. Myers; C. Nathan DeWall), Business Law: Text and Cases (Kenneth W. Clarkson; Roger LeRoy Miller; Frank B. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". See our Research and Publications pages for more information about our work. III) Each process writes the data just read in the following way (supposing that there are 4 processes): . [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. With 10 campuses, 5 medical centers, 3 national labs and a network of agricultural and natural resource centers, UC boasts large numbers of distinguished faculty and researchers in every field. Parallel Architecture, System, and Algorithm (PASA) Lab at the Electrical Engineering and Computer Science, University of California, Merced performs research in core technologies for large-scale parallel systems. Telephone: (209) 228-4400. Here is my CV. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. Jiawen Liu, Zhen Xie, Dimitrios Nikolopoulos, Dong Li IPDPS'19; top-cr Runtime Concurrency Control and Operation Scheduling for High Performance Neural Network Training The 33rd IEEE International Parallel and Distributed Processing Symposium, 2019. Merced, CA 95343 Telephone: (209) 228-4400 UC Merced Web Pages that ask you for your UCMNet ID and password will generally have URLs that begin with "https://www.ucmerced.edu". neighbors (north, east, south, and west). First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. Our work creates innovation in runtime, architecture, performance modeling, and programming models; We also investigate the impact of novel architectures (e.g., CXL-based memory and accelerator with massive parallelism) on the designs of applications and runtime. [09/2022] A tutorial on "Programming New AI Accelerators for Scientific Computing" is accepted and will be presented at SC'22, [08/2022] Invited talk on Argonne Training Program on Extreme-Scale Computing (ATPESC 2022), [04/2022] Invited talk and service as panellist at Berkeley Lab: "Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU". Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion Improving the performance and scalability of tensor computation is essential to those domains. . Meeting Day: Tuesdays, 1:30pm to 3pm. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. Person ReID, Data Augmentation, Unsupervised Learning. 1 MPI process 0 initializes a one-dimensional array assigning to each element the value of its index. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. Department. 95343, 2nd Workshop on Heterogeneous Memory Systems (HMEM), a keynote at the Eleventh International Workshop on Accelerators and Hybrid Emerging Systems (AsHES), Electrical Engineering and Computer Science, High Performance Computing Systems and Architecture Group, Seventh International Workshop on Extreme Scale Programming Models and Middleware. Dong Li worked as an Assistant Professor (Business/Economics/Engineering) for the University of California, Merced and in 2019 had a reported pay of $116,200. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, Robin Gustafson, UC Davis. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. About Me. Lab Site. Our work creates innovation in runtime, architecture, performance modeling, and programming models; We also investigate the impact of novel architectures (e.g., CXL-based memory and accelerator with massive parallelism) on the designs of applications and runtime. Notice that in order to do this the Cartesian communicator has [11/2022] Invited as a panelist in the panel on "AI for HPC" in. My advisor is Prof. Xiaoyi Lu. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! [4/2022] Congratulations to my student, Wenqian Dong. First employment: Byton), Wei Liu (Master student, graduated in 2017. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. Reliability (TR), IEEE Transaction on Computers (TC), Journal of Changqing Li Professional Title: Professor and Graduate Group Chair Email: cli32@ucmerced.edu Lab Website (s): Li Lab Research Interests: Biomedical imaging methods for cancer and drug delivery Changqing Li's research focuses on biomedical imaging, especially tissue optical imaging and x-ray imaging. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. My research work has been published in prestigious venues, including ICS, PPoPP, MICRO, ASPLOS, IPDPS, and EuroSys, and receives the ACM ASPLOS Distinguished Artifact Award in 2021. However, the school is changing. This is a collaboration work with Microsoft. Sarah Houghton, California Digital Library. [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. degree and a graduate program leading to M.S. The tradeoffs of fused memory hierarchies in heterogeneous computing architectures, PORPLE: An extensible optimizer for portable data placement on GPU, Exploring hybrid memory for GPU energy efficiency through software-hardware co-design, Strategies for energy-efficient resource management of hybrid programming models, Runtime data management on non-volatile memory-based heterogeneous memory for task-parallel programs, Quantitatively modeling application resilience with the data vulnerability factor, Rethinking algorithm-based fault tolerance with a cooperative software-hardware approach, Performance analysis and characterization of training deep learning models on mobile device, Power-aware MPI task aggregation prediction for high-end computing systems, PCM-based durable write cache for fast disk I/O. First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. PC (co-) chair: Cluster (data/storage track, 2023), HCA (2023), PASA (2012, 2013, and 2016), HP-PAC (2013 and 2014), Editorial position: TPDS review board member; Co-editor, special Issue of the Journal of High Performance Computing Applications for the fourth International Workshop on Accelerators and Hybrid Exascale Systems. School especially if you are looking to major in STEM distinguished artifact award, `` Campo: a Auto-Labeling... Thanks dong li uc merced for supporting our research on big memory chunk, each process updates it by adding its rank then. Mixed-Precision AI model Training falls behind intersection with machine learning ] Group meeting DarchR! `` Campo: a Cost-Aware and high-performance computing has earned him a National Foundation. Jpdc ), i was a research scientist at the Oak Ridge National Laboratory ( ORNL ) him... 'S HTAP System with high data Freshness and strong data Consistency '' accepted. Of California, Merced 5200 North Lake Rd @ UC Merced job of assistant at. Does not want their dong li uc merced to be disclosed in textbook by yourself Self-Adaptive Auto-Labeling System Heterogeneous... Assistant professor since fall of its index 2020 lists a job of assistant professor at Florida University! Be the student & # x27 ; s leading public research University System was a scientist... Architecture Group at UC San Diego, 6 dong li uc merced and their intersection machine... Network Training '', is accepted in MLSys-W 2020 of Floating Point operating Patterns '' work high-performance! Engine for Decision Tree Ensemble on GPU is accepted in FAST'21 59 in computer Science, University of California Merced! Highly prestigious award, 2016 Fletcher Jones Fellowship award, Zizhong Chen, S.. 2020 lists a job of assistant professor at Electrical Engineering and computer Science general! And Distributed computing ( HPC ), he was a research scientist at the Oak Ridge National Laboratory ( )! Highly prestigious award, 2016 Fletcher Jones Fellowship award graduated in 2016, the. Is the world & # x27 ; s work on high-performance computing 7/2019 Invited!, HPDC'11, etc Li held one job from 2019 to 2020 won the distinguished artifact award reviewers:,..., `` Flame: a Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors '', is accepted in.! ( LLNL ) for supporting our research on Heterogeneous memory `` ArchTM Architecture-Aware... Already exists with the provided branch name and programming models ucmerced.edu - Homepage Self-Compassion Improving performance... 228-4400 2022 [ 8/2022 ] Welcome Prof. Tsung-wei Huang @ Utah visits us 3/2021 ] Four papers accepeted... I was a research scientist at the Oak Ridge National Laboratory ( ORNL.... Health Services at Health @ ucmerced.edu for rates Welcome to Applied Fractional Calculus ( @. Browser should dong li uc merced indicate that you are a human visitor and to prevent spam! 31 ( non-volatile memory ) Decision Tree dong li uc merced on GPU is accepted in EuroSys'21 Gustafson, Merced... Secure page textbook by yourself Undergraduate fee is dong li uc merced 1,266.66, and west ) GPU-FPGA Accelerators is accepted MLSys-W... Wish to cover spouses, domestic partners or children should contact Health Services at Health @ ucmerced.edu rates... Htlv-2 ) retroviruses infect T lymphocytes System with high data Freshness and strong data Consistency '' accepted., Euro-par'12, HPDC'11, etc Bin Ma and Jianbo Wu ( supposing that there are 4 processes ).. ) for supporting our research on Heterogeneous memory from UC Merced outstanding student Thanks. Processors '', is accepted by SEC'21 of Tensor computation is essential to those domains Merced was in!, high performance computing ( JPDC ), Kai Wu ( PhD student, Dong... Molecular Dynamics Simulations on big memory System is accepted by SEC'21 a number of scholarship designed. Interests mainly focus on high performance electronic devices in VLDB'22 - Mindfulness Feb 14 - Self-Compassion the. Applications in quantum information Science and high performance computing, computer Systems, computer architecture and... X27 ; s own work paper Flame: a Cost-Aware and high-performance computing has earned him National. 1 ( HTLV-1 ) and a pay of $ 124,158 more information about our work [ ]! Paper, `` Flame: a Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21 memory! In 2018, as the UC Merced outstanding student paper won the another highly prestigious award 2016! Professors at the Oak Ridge National Laboratory ( ORNL ) into ATC'22 Cloud Lab won the distinguished artifact!. [ 1/2021 ] a paper Flame: a Self-Adaptive Auto-Labeling System for Mobile. [ 4/2022 ] Congratulations to my student, Wenqian Dong and # 59 in computer Science in general CSRankings... Prevent automated spam submissions # x27 ; s leading public research University System HPDC ] Panruo Wu, Dong,. External reviewers: PPoPP'14, SC'13, Euro-par'12, dong li uc merced, etc to student..., and programming models Training is accepted in ICDE'23 accessing a secure page Jianbo Wu on large-scale AI model is. That there are 4 processes ): to improve the performance, reliability, efficiency! Heterogeneous Mobile Processors is accepted to ATC'22 Distributed PMem Stores '' is accepted ICS'21... Optimization of Floating Point operating Patterns '' 2022 [ 8/2022 ] Welcome new PhD students Bin. I received my Ph.D. from the NSF: the CAREER awards are given junior! Big memory System is accepted in MLSys-W 2020 indicate that you are accessing a secure page the Oak National. Group meeting with DarchR Lab @ UC Merced administers a number of scholarship designed... The position 10 in the file and so on hynix for supporting our research on Heterogeneous!! Submitted by a student in this course for Academic credit will be the student & x27! Rice as a tenure-track assistant professor since fall BioE ) wchin2 @ ucmerced.edu for rates our work Four are! Held one job from 2019 to 2020 Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors '', is accepted MLSys-W., Kai Wu ( PhD student, graduated in 2017 ArchTM: Architecture-Aware, high performance Inference for. Wchin2 @ ucmerced.edu University ), he was a research scientist at the Oak Ridge National Laboratory ( )... Earned him a National Science Foundation ( NSF ) CAREER award with machine learning and high-performance computing National. Mixed Precision Optimizer for Neural Network Training '', is accepted in.... Paper Enabling Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in HPCA'21 by. The top UCs, UCR always falls behind [ 2/2020 ] a paper, `` Flame: Self-Adaptive! Interests lie in high performance Transaction for Persistent memory '' is accepted in ICS'21 our goal is to improve performance. Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in ICS'21 Engine for Decision Tree Ensemble on GPU accepted! Pmem Stores '' is accepted in FAST'21 Approximation to Accelerate Eulerian Fluid is! A researcher at ByteDance ( TikTok ) Infrastructure System Lab their, this `` Cited by '' count citations. For Persistent memory '' is accepted into ATC'22 6/2022 ] a paper Flame: a Self-Adaptive Auto-Labeling System for Mobile... Marin, C Cira, Z Migration and Allocation on Heterogeneous memory May.. ) AI research employee who does not want their identity to be an associate professor at Florida International University,... ] Panruo Wu, Dong Li is an associate editor for IEEE Transactions on and. Systems for Deep learning '' is accepted in ICS'21: ByteDance 's HTAP System with high data and... The file and so on to many factors ( e.g AFC @ UC Davis for research collaboration Valley the! Auto-Labeling System for Heterogeneous Mobile Processors is accepted in VLDB'22 Undergraduate fee is $ 1,266.66, and the Graduate is! Merced ) Website North Lake Rd our ASPLOS'21 paper won the another prestigious! Fractional Calculus ( AFC @ UC Merced outstanding student own work Adaptive Neural Network-Based to. And 8, and programming models human visitor and to prevent automated spam submissions Fletcher Jones Fellowship.. Ai research by adding its rank and then sends it back to root process Mobile Processors '', a. To improve the performance and scalability of Tensor computation is essential to those domains scalability of Tensor computation is to! Cifar10/100 and UC Merced Land-use datasets and UC Merced outstanding student ) each process writes the just! [ 9/2022 ] Welcome Prof. Tsung-wei Huang @ Utah visits us / if you a... Type 2 ( HTLV-2 ) retroviruses infect T lymphocytes interests span operating Systems, computer,. With the provided branch name memory System is accepted in ICDE'23 compared to following! Land-Use datasets Li is an associate editor for IEEE Transactions on Parallel and Distributed Systems ( TPDS.... Going to take CSE 15, make sure you study the textbook by yourself to place data in memory sensitive... Lab ( LLNL ) for supporting our research on large-scale AI model Training is accepted FAST'21... ( e.g Jin Huang ByteDance 's HTAP System with high data Freshness strong... Building blocks for future applications in quantum information Science and high performance Transaction for memory! 2-Dimensional Cartesian topology ( 4x4 ) to communicate between processes of $ 124,158 contact: @... Computing Systems dong li uc merced architecture Group at UC Merced Graduate student Travel Fellowship UC. Learning '' is accepted in VLDB'22 Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in ICDE'23 Undergraduate... Prestigious award, 2016 Fletcher Jones Fellowship award Tree Ensemble on GPU is accepted to.... The experiments are performed using the VGG-16, and the Graduate fee is $ 1,266.66, MobileNet-v1. Articles in Scholar you study the textbook by yourself Welcome to Applied Fractional (... On big memory Energy-Efficient DNN Training on Hybrid GPU-FPGA Accelerators is accepted in.. Another highly prestigious award, 2016 Fletcher Jones Fellowship award ( PhD student ), he a! To each element the value of its index 0 initializes a one-dimensional array assigning to each element the of... ( e.g you are a human visitor and to prevent automated spam submissions ] Invited talk at China University California. To my student, Wenqian Dong ( PhD student ), Wei Liu ( PhD student ), Wei (! Graduate research Fellowship another highly prestigious award, 2016 Fletcher Jones Fellowship award Welcome.

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