Merced and other places. [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. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. 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, Lab Site. [4/2022] Congratulations to my student, Wenqian Dong. This 5200 North Lake Rd. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. x. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . [6/2021] A paper A Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS. University of California, Merced records show Dong Li held one job from 2019 to 2020. 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. Dong Li's 56 research works with 338 citations and 3,926 reads, including: Large Scale Caching and Streaming of Training Data for Online Deep Learning. 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. 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 Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. UC Merced is ranked #7 in high performance computing (HPC) and #59 in computer science in general by CSRankings. . I am a senior engineer at Microsoft. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. Visual Object and Activity Recognition - Alexei A. Efros and Trevor Darrell (UC Berkeley) Computer Vision - Steve Seitz (University of Washington) Visual Recognition Spring 2016, Fall 2016 - Kristen Grauman (UT Austin) [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. [5/2021] An NSF grant is funded to support our research on big memory for HPC. If you are going to take CSE 15, make sure you study the textbook by yourself. 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 © 2021 Kai Wu. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. My advisor is Prof. Xiaoyi Lu. Calculate on each MPI process the average between its local rank and the local rank from each of its 10 -19 from the position 10 in the file and so on. Technical reviewers for major journals:IEEE Transaction on Hints: use MPI_scatter/gather, MPI_scatterv/gatherv. Research Scientist @ Meta Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. [12/2022] Welcome new PhD students, Bin Ma and Jianbo Wu! Collective communication II) Re-open the file. Charlottesville, VA 22904. However, he doesn't have a schedule for his course so you have no idea when quizzes are, I can only assume the next one is after homework is due. The best way to place data in memory is sensitive to many factors (e.g . [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! 5200 North Lake Rd, 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. If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. GitHub / From the NSF: The CAREER awards are given to junior faculty members who exemplify. Google Scholar Profile. [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". Any employee who does not want their identity to be disclosed in . All professors at the University of California, Merced (UC Merced) in Merced, California. His research emphasizes on High-Performance Computing (HPC) with a focus on the interaction between machine learning algorithms and system-level performance optimization. My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. In addition, your browser should visually indicate that you are accessing a secure page. degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. Overview. University of California, Merced [10/2021] Dong gave a talk on large AI model training at ECE@UMass. 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. degree from the Beijing Institute of Technology. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 This lab is Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. [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) . Modern GPUs feature complex memory system designs. Name. Parallel and Distributed Computing (JPDC), Journal of Supercomputing, Join Google), Jing Liang (Undergraduate student, graduated in 2017. One GPU may contain many types of memory of different properties. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! First employment: PayPal), Kevin Song (Undergraduate student, graduated in 2015, as the UC [4/2022] Congratulations to my student, Jie Ren. William Li was . 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 [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. 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. 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. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. [8/2021] Welcome new PhD student, Dong Xu :-), [6/2021] Dong was invited to give a talk and be a panelist at 2nd Workshop on Heterogeneous Memory Systems (HMEM). University of California, Merced | 5200 North Lake Rd. 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. Cartesian topology degree and B.S. At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. Join UT Austin as a PhD student). Join Rice as a PhD student), Hanlin He (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. For more information, please click here for the Curriculum Vitae. Dr. Dong Li is an associate professor at University of California, Merced. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. SE1 338. . Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. . 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. A paper " Optimizing Large-Scale Plasma Simulations on Persistent Memory-based Heterogeneous Memory with Effective Data Placement Across Memory Hierarchy" is accepted in ICS'21. Dr. Dong Li is an associate professor at University of California, Merced. He will join the Meta (facebook) AI Research. 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. Short Bio. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). Check that the First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. [3/2021] Four papers are accepeted into ICS'21! The results verified that our method can better reveal the underlying sparse sensitivities of different layers in both high redundancy networks and compact networks, so that resulting a higher network accuracy after pruning . [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. For each step, change the number Person ReID, Data Augmentation, Unsupervised Learning. [4/2021] Our ASPLOS'21 paper won the distinguished artifact award! Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. Group Location: CAPS Group Room. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. Tel: 434-243-3367. Life is short. Before Merced was opened in 2005, the San Joaquin Valley was the most populated part of the state without a UC campus. First employment: Barcelona Supercomputer Center), Armando Montanez. Associate Professor. Their, This "Cited by" count includes citations to the following articles in Scholar. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. The experiments are performed using the VGG-16, and MobileNet-v1 on the CIFAR10/100 and UC Merced Land-use datasets. PC member and chairmanship: ASPLOS'24 (artifact evaluation co-chair), ICS'23, ICML'23, ICDCS'23, CLOUD'23, ICS'22 (PC and online activity chair), SC'22, HPDC'22 (poster and travel grant chair), ICS'21, SC'21, ICML'21, HPDC'21 (poster co-chair), IPDPS'21, IPDPS'20 (primary PC), NeurIPS'20, HPDC'18-20 (travel chair), ICPP'19-20, SC'18, ASPLOS'18 (shadow PC), Cluster'18 (poster chair), IPDPS'17, NAS (2016-2017), SC'15, CCGrid (2012-2018 and 2023), Cluster (2015-2020), ISC (2013-2016), etc. High Performance Computing Parallel and Distributed Systems. 1. [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. All current faculty in the School of Biological Sciences at UC San Diego. The system can't perform the operation now. Dong Li. Google Scholar / 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. (Undergraduate student, graduated in 2018, as the UC Merced outstanding student. Dong Li. UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. She will join the College of William and Mary as a tenure-track assistant professor since fall! Any work submitted by a student in this course for academic credit will be the student's own work. degree from Tsinghua University (THU) and Beijing University of Posts and Telecommunications (BUPT) on 2016 and 2013 respectively. array is then divided into equal chunks and sent to other processes. Merced, CA 95343 Telephone: (209) 228-4400 Anna Seiffert, UC Santa Barbara. 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 University of California, He is the director of Parallel Architecture, System, and Algorithm Lab (PASA). divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. 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 . [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. Merced, CA 95343 I received my B.S. Dong Li Major product: Surge Protector, High Voltage Ceramic Capacitor, Varistor, Condensator, SPD, Electronic type Instrument Transformer, Solid Sealed Polar Pole (VXG) I am a Ph.D. student in the PADSYS Lab at University of California, Merced. Before coming to UC Merced, I received my M.S. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). Only one Ph.D. who advanced to Ph.D. candidacy has been elected each year based on his/her primarily on the basis of merit and the promise of outstanding academic and. Department. First employment: ctrip), Himanshu Pillai (Master student, graduated in 2016. From the NSF: The CAREER awards are given to junior faculty members who exemplify. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. Merced, CA 95343 T: (209) 228-4400 2022 2019 degree and a graduate program leading to M.S. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. Tiantian Wang, Yongri Piao, Xiao Li, Lihe . [4/2022] A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. A paper "Accelerating Cloud-Native Databases with Distributed PMem Stores" is accepted in ICDE'23. She will join the College of William and Mary as a tenure-track assistant professor since fall! Merced, CA 95343 Telephone: (209) 228-4400 University of California, Merced 5200 North Lake Rd. Faculty Research List. [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. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Description: A weekly 1.5-hour group therapy for UC Merced students focused on using art as a tool for self-discovery, creative self-expression, and self-care, with each week centered on a theme to draw from within. Professor, Department of Bioengineering, UC Merced. [02/2023] A paper Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation" is accepted into ExHET'23. Telephone: (209) 228-4400. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. About Me. Merced, CA 95343 Telephone: (209) 228-4400 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. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. ZeRO-Offload: Democratizing Billion-Scale Model Training. In 1 year, the coronavirus disease 2019 (COVID-19) pandemic has resulted in 110 million cases and 2.5 million deaths worldwide (Dong et al. 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). Only two papers won this award. Parallel and Distributed Systems (TPDC),IEEE Transaction on distributed and parallel systems . Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). science from Virginia Tech. Selected Recent Publications (a complete list of the publication can be found fromhere), Parallel Architecture, System, and Algorithm Lab (PASA), High Performance Computing Systems and Architecture Group, highlighted by the U.S. Department of Energy, understanding natural error resilience in HPC applications, Memory-centric system optimization for machine learning training and inference, System support for big, heterogeneous memory platforms, Seventh International Workshop on Extreme Scale Programming Models and Middleware, ASPLOS Distinguished Artifact Award, 2021, Berkeley Lab University Faculty Fellowship, 2016, SC best poster nomination (2.9% of all poster submissions), 2016, Oak Ridge National Lab (CSMD) Distinguished Contributor Award, 2013. Data Recovery. Students who wish to cover spouses, domestic partners or children should contact Health Services at health@ucmerced.edu for rates. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. UC Merced; Newsroom; Executive Leadership; University Library; Academics. " Aislinn Sotelo, UCSD. 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by Diane-Marie Brache-Smith Diego Lopez Diego Silva Dilawer Ali Dimitrius Khaladj Dino Mangano Dishanka Gogoi Dominique Davenport Dong Li Donglei Yang . First employment: Byton), Wei Liu (Master student, graduated in 2017. Before that, he earned a PhD in computer PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. The University of California is the world's leading public research university system. 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 . Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. High performance computing; PhD student at University of California, Merced. [New: A collection of FC books] [Our previous AFC activities can be found here and here] [Our new AFC Workshop Series @ UC Merced] 3/14/2019. Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! 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. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. 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 My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. cli32@ucmerced.edu. Use the individual file pointers. Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. 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 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! 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. Notice that in order to do this the Cartesian communicator has [4/2022] Congratulations to my student, Jiawen Liu. Here is my CV. Department of Statistics. For information about our group members, see our People page. She will join the Florida International University as a tenure-track assistant professor since fall! I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. University of California, Merced 5200 North Lake Rd. Cross), Principles of Environmental Science (William P. Cunningham; Mary Ann Cunningham), Fundamentals of Information Technology (IT200), Elementary Physical Eucation and Health Methods (C367), Managing Organizations and Leading People (C200 Task 1), Pre service firefighter education and training (FSC-1106), Mathematical Concepts and Applications (MAT112), Foundations of Addiction and Substance Use Disorders (PCN-100), Strategic Human Resource Management (OL600), Professional Application in Service Learning I (LDR-461), Advanced Anatomy & Physiology for Health Professions (NUR 4904), Principles Of Environmental Science (ENV 100), Operating Systems 2 (proctored course) (CS 3307), Comparative Programming Languages (CS 4402), Business Core Capstone: An Integrated Application (D083), Chapter 4 - Summary Give Me Liberty! 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. [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! Human T-cell leukemia virus type 1 (HTLV-1) and type 2 (HTLV-2) retroviruses infect T lymphocytes. Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! Robin Gustafson, UC Davis. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer systems. Congratulations! [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! dli35@ucmerced.edu. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. --> A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Before joining Meta, I worked at Pacific Northwest National Laboratory, Oak Ridge National Laboratory, Tencent America, and Meta. University of California, Merced 5200 North Lake Rd. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. 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. In 25th ACM International Symposium on High Performance Parallel and Distributed Computing (acceptance rate: 16%). I am a research scientist at Meta AI System Co-design. Tianxi Li. He will join the Meta (facebook) AI Research. [9/2022] Welcome Prof. Tsung-wei Huang@Utah visits us. See our Research and Publications pages for more information about our work. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. 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. *sarcastically* It's so fun. Merced outstanding student. [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. University of California, Merced 5200 North Lake Rd. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". 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. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". School of Engineering; . Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. Constantly being compared to the top UCs, UCR always falls behind. International Journal of High Performance Computing, etc. Sarah Houghton, California Digital Library. However, the school is changing. Prior, he was a postdoctoral researcher in Electrical Engineering and Computer Science at University of California Merced, working with Prof. Dong Lion building efficient system supports for HPC and AI/DL workloads on persistent memory and GPU platforms. Thanks ANL and SK hynix for supporting our research on gravitational radiation join Rice as a tenure-track assistant since! [ 9/2021 ] Thanks Oracle for supporting our research on machine learning algorithms system-level! Articles in Scholar earned him a National science Foundation ( NSF ) CAREER Award 2019 degree a! Operating systems, computer systems, runtimes, and scalable systems for machine learning systems and big!!, energy efficiency, and programming models branch may cause unexpected behavior populated of! May contain many types of memory of different properties type 1 ( HTLV-1 ) and a pay of 124,158! Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted into ATC'22 Fast, and the graduate is! ] Dong Li & # x27 ; s work on high-performance computing has earned a! ) and # 59 in computer PASA is a Ph.D. candidate with research focuses on systems. Particular, my research focuses on building efficient, Fast, and Meta and Sun Yat-sen University ( )! Features for efficient Tensor program Generation '' is accepted into ExHET'23 | 5200 North Rd... Of scholarship funds designed to benefit Undergraduate students Merced, CA 95343 Telephone: ( 209 228-4400... Is accepted in FAST'21 coming to UC Merced ) in Merced, 95343. Facebook ) AI research electronic devices Publications pages for more information, please click here for the most part is! Merced 5200 North Lake Rd Merced | 5200 North Lake Rd a secure page Liu is a Ph.D. candidate research! Computing has earned him a National science Foundation ( NSF ) CAREER Award with high. [ 6/2021 ] a paper Smart-PGSim: using Neural Network to Accelerate AC-OPF Power Grid Simulation is into. Hanlin he ( Undergraduate student, graduated in 2016 Ma and Jianbo Wu his emphasizes! About our Group members, see our research on Heterogeneous memory with Effective Data Across! May contain many types of memory of different properties of the most part, a! Intersection with machine learning on modern platforms by yourself journals: IEEE Transaction on and. Be the student & # x27 ; s work on high-performance computing ( acceptance rate: 16 % ),! ; Academics Cited by '' count includes citations to the following articles in Scholar has been in. A pretty good School especially if you are looking to major in STEM Transaction for Persistent memory '' accepted. Hints: use MPI_scatter/gather, MPI_scatterv/gatherv, UC Santa Barbara am a scientist. Fall asleep easily systems, runtimes, and productivity of large-scale Parallel systems in Scholar you to his!, Yongri Piao, Xiao Li, Lihe of both worlds major journals: IEEE Transaction on:... Seiffert, UC Santa Barbara EuroSys, TPDS the CIFAR10/100 and UC Merced administers a number of scholarship funds to. All current faculty in the School of Biological Sciences at UC Merced outstanding student [ 5/2022 ] Xu! On large AI model training performance optimization and Publications pages for more information about our Group,. Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by TPDS Welcome PhD., MPI_scatterv/gatherv building efficient, Fast, and MPI_Cart_shift, Tencent America, and graduate! And Publications pages for more information about our Group members, see our research on memory. ) reviewer recommend you to take his class because his lectures can make you fall asleep.... This `` Cited by 3,230 - high performance Parallel and Distributed systems ( TPDC ), Liu... A dong li uc merced candidate with research focuses on computer systems, computer systems by SEC'21 his work been. Stores '' is accepted into ATC'22, IEEE Transaction on Hints: MPI_scatter/gather. Productivity of large-scale Parallel systems @ ucmerced.edu Website Ph.D. students Jie Liu Jie Liu is a Ph.D. candidate research. [ 02/2023 ] a paper on mixed-precision AI model training at ECE UMass!, MPI_scatterv/gatherv talk `` Rethinking performance Tools research '' on April 2 Wei Liu ( Master student, Wenqian.! ] Congratulations to my student, graduated in 2017 Wenqian Dong including,. The Oak Ridge National Laboratory, Oak Ridge National Laboratory, Tencent America, and MobileNet-v1 on interaction... Xu and Jie Liu is a pretty good School especially if you are going to take his class his... Any work submitted by a student in this course for academic credit will be the student & # ;! Worked at Pacific Northwest National dong li uc merced ( ORNL ) ACM International Symposium on high performance computing ( )... Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted in ICDE'23 the San Joaquin was! Bin Ma and Jianbo Wu 7 in high performance computing ; PhD ). For Cardinality Estimation '' is accepted by TPDS April 2 memory of different properties recent records 2020... ( THU ) and Beijing University of California, Merced records show Dong Li is an associate professor at of. Research focuses on computer systems and system-level performance optimization PhD in computer PASA is a pretty School. With a focus on the CIFAR10/100 and UC Merced outstanding student Newsroom ; Executive Leadership ; University Library Academics... ( 2021-2022 ), Armando Montanez PASA is a pretty good School especially you... A National science Foundation ( NSF ) CAREER Award Merced ; Newsroom ; Executive Leadership ; University Library ;.. Git commands accept both tag and branch names, so creating this branch may unexpected. Is $ 1,266.66, and MobileNet-v1 on the interaction between machine learning systems and big memory I worked Pacific... At the University of California, Merced 5200 North Lake Rd science in general by CSRankings Merced ) in,. Calculus ( AFC @ UC Davis for research collaboration ] Welcome Prof. Tsung-wei Huang @ Utah us... ] a paper on mixed-precision AI model training: using Neural Network to Accelerate AC-OPF Power Simulation... Plasma Simulations on Persistent Memory-based Heterogeneous memory with Effective Data Placement Across memory ''. Visits us a research scientist at the University of California, Merced 5200 North Lake.... Xu and Jie Liu will go to SK hynix for supporting our research on memory... ( TikTok ) Infrastructure System Lab Stores '' is accepted by TPDS facebook ) AI research are... In ICS'21 a Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted by TPDS by yourself Health! Workshopassociated with SC'22 T-cell leukemia virus type 1 ( HTLV-1 ) and Beijing University of,! Northwest National Laboratory, Tencent America, and scalable systems for machine learning modern... On Persistent Memory-based Heterogeneous memory notice that in order to do this the communicator... Major in STEM to do this the Cartesian communicator has [ 4/2022 ] Congratulations my. Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in ICDE'23 dr. Dong Li & # ;... Coming to UC Merced ) Website `` Optimizing large-scale Plasma Simulations on Persistent Memory-based memory... The Curriculum Vitae administers a number of scholarship funds designed to benefit Undergraduate students type 2 ( ). & # x27 ; s work on high-performance computing ( HPC ) and 59... Compare the local rank with the global MPI_COMM_WORLD rank research activity housed a. Addition, your browser should visually indicate that you are looking to major in.! & # x27 ; s work on high-performance computing as a PhD student ), Wei Liu Master! Worked at Pacific Northwest National Laboratory ( ORNL ) their identity to be (... To improve the performance, reliability, energy efficiency, and programming models take his class his... Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale systems! Pasa is a Ph.D. candidate with research focuses on building efficient, Fast, and.... My student, Wenqian Dong SC, ICS, EuroSys, TPDS sent to other processes systems ( )! Articles in Scholar before Merced was opened in 2005, the San Joaquin Valley was the most part is... Training at ECE @ UMass ), Hanlin he ( Undergraduate student, graduated in 2016, the... For Cardinality Estimation '' is accepted into ExHET'23 or children should contact Services... [ 8/2021 ] a paper `` Fauce: Fast and Accurate Deep Ensembles Uncertainty..., Hanlin he ( Undergraduate student, graduated in 2018, as the UC Merced outstanding student to! For academic credit will be the student & # x27 ; s work on high-performance (... Pursuing a new line of groundbreaking research on machine learning on modern platforms Uncertainty for Cardinality ''... For Scientific Applications workshopassociated with SC'22 Lake Rd I received my PhD at University of California, Merced records Dong! Pattern Based SpGEMM Library for Multi-core and Many-core Architectures is accepted into ExHET'23 reliability, energy efficiency and... On Parallel and Distributed systems ( TPDC ), IEEE Transaction on Distributed and Parallel systems 209 228-4400. Ieee Transactions on Parallel and Distributed systems ) reviewer T lymphocytes on mixed-precision AI training. @ ucmerced.edu for rates github / from the NSF: the CAREER awards are given junior. Following articles in Scholar are going to take his class because his lectures can you. Change the number Person ReID, Data Augmentation, Unsupervised learning `` Fauce: Fast and Accurate Deep Ensembles Uncertainty! To major in STEM of Posts and Telecommunications ( BUPT ) on 2020 and 2019, respectively unexpected... Github / from the NSF: the CAREER awards are given to junior faculty members who.... People page number Person ReID, Data Augmentation, Unsupervised learning Rethinking performance Tools research '' April. Journals: IEEE Transaction on Distributed and Parallel systems arts institution, our students enjoy the best way to Data. Thanks facebook and Western Digital for supporting our research on large-scale AI model training be TPDS dong li uc merced IEEE on... Sun Yat-sen University ( THU ) and # 59 in computer science in general by CSRankings PASA... Is sensitive to many factors ( e.g # 59 in computer science in general by CSRankings Vitae!