He will join the Meta (facebook) AI Research. See our Research and Publications pages for more information about our work. First employment: Argonne National Lab), Kai Wu (PhD student, graduated in May 2021. (103/372=27.7%) Jiawen Liu, Dong Li, Gokcen Kestor, Jeffrey Vetter MICRO'18 UC Riverside, for the most part, is a pretty good school especially if you are looking to major in STEM. Visit a faculty member's profile to find out more about their research, or find contact details in the faculty directory. First employment: Barcelona Supercomputer Center), Armando Montanez. [HPDC] Panruo Wu, Dong Li, Zizhong Chen, Jeffrey S. Vetter, and Sparsh Mittal. 31 (non-volatile memory) . Welcome to Applied Fractional Calculus (AFC @ UC Merced) Website! Previously (2021-2022), I was a researcher at ByteDance (TikTok) Infrastructure System Lab. Contact: jiawenl@meta.com. 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. Robin Gustafson, UC Davis (vice chair) Tom Bustos, UC Merced (SILS Operations Team chair) Todd Grappone, UC Los Angeles. [9/2021] A paper, "Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors" is accepted into SEC'21. 5200 North Lake Rd, 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 . Parallel and Distributed Systems (TPDC),IEEE Transaction on Google Scholar / Before that, he earned a PhD in computer [11/2022] Invited as a panelist in the panel on "AI for HPC" in. Any work submitted by a student in this course for academic credit will be the student's own work. Meeting Day: Tuesdays, 1:30pm to 3pm. In particular, his research includes: (i) System for Machine Learning: building modern ML/DL algorithms and systems on heterogeneous and parallel HPC architectures (e.g., GPUs and AI accelerators); (ii) HPC Performance Tuning: automatic performance optimization on HPC applications with the aid of machine learning; (iii) Scientific Machine Learning: accelerating HPC applications using machine learning-based approximation. [11/2022] Our recent work on LLM-based Covid variant prediction models (GenSLMs) was awarded as Gordon Bell Special Prize at SC'22!!! Wei-Chun Chin. [4/2021] Our work on training billion-scale NLP models on heterogeneous memory is accepted into USENIX ATC'21! Before coming to UC Merced, I obtained my M.S. [12/2021] A poster LB HM: Load Balance Aware Data Placement on Heterogeneous Memory for Task Parallel HPC Application is accepted by PPoPP'22. 15h I promised myself to never take the beautiful view of #Sierras from @ucmerced [4/2022] Congratulations to my student, Jiawen Liu. [5/2021] An NSF grant is funded to support our research on big memory for HPC. [8/2021] A paper Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors is accepted by SEC'21. MercedEECSDong Li (faculty.ucmerced.edu/dong-li) 1-2CS (2021 Spring/Fall). 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. [11/2022]Dong Li co-chairedAI for Scientific Applications workshopassociated with SC'22. These scholarships are provided through the generosity of UC alumni, friends of UC Merced, corporations, businesses, professional associations and UC Merced. Merced, CA 95343 Telephone: (209) 228-4400 My research interests lie in high performance computing, computer architecture, and machine learning. [6/2019] A paper Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation is accepted in SC'19. Please submit your lab results/code to CatCourses, including Makefile and a short report (up to one page). . You are encouraged to study together and to discuss information and concepts . [11/2022] Thanks Oracle for supporting our research on large-scale AI model training! 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 [4/2022] Congratulations to my student, Jie Ren. Improving the performance and scalability of tensor computation is essential to those domains. reading has been performed correctly. Charlottesville, VA 22904. From the NSF: The CAREER awards are given to junior faculty members who exemplify. Faculty may update their list and profile information in the Faculty List Info Editor within the Faculty Portal. [11/2022] A paper Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted into PPoPP'23. Join UT Austin as a PhD student). She will join the College of William and Mary as a tenure-track assistant professor since fall! Data Recovery. I received my Ph.D. from University of California, Merced supervised by Ming-Hsuan Yang. For more information, please click here for the Curriculum Vitae. University of California, Merced - Cited by 3,230 - High Performance Computing - Parallel and Distributed Systems . Hints: use MPI_Dims_create, MPI_Cart_create, MPI_Cart_coords, and MPI_Cart_shift. Faculty Research List. [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. Technical reviewers for major journals:IEEE Transaction on dli35@ucmerced.edu. [10/2021] Invited to be TPDS (IEEE Transactions on Parallel and Distributed Systems) reviewer. "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. : an American History, Chapter One Outline - Summary Campbell Biology Concepts and Connections, BUS 225 Module One Assignment: Critical Thinking Kimberly-Clark Decision, Lab 3 Measurement Measuring Volume SE (Auto Recovered), Quick Books Online Certification Exam Answers Questions, Focused Exam Alcohol Use Disorder Completed Shadow Health, Ati-rn-comprehensive-predictor-retake-2019-100-correct-ati-rn-comprehensive-predictor-retake-1 ATI RN COMPREHENSIVE PREDICTOR RETAKE 2019_100% Correct | ATI RN COMPREHENSIVE PREDICTOR RETAKE, Leadership class , week 3 executive summary, I am doing my essay on the Ted Talk titaled How One Photo Captured a Humanitie Crisis https, School-Plan - School Plan of San Juan Integrated School, SEC-502-RS-Dispositions Self-Assessment Survey T3 (1), Techniques DE Separation ET Analyse EN Biochimi 1. University of California, If you are going to take CSE 15, make sure you study the textbook by yourself. First employment: assistant professor at Florida International University), Jiawen Liu (PhD student, graduated in May 2022. Associate Professor. HPCC'17, NAS'17, OSDI'20, SC'20, NVMW'20, NVMW'19, SC'19, SC'18, OSDI'18, ASPLOS'18, NVMW'18, CLUSTER'17, NVMW'17, SC'16. Verified email at ucmerced.edu - Homepage. School of Engineering; Dr. Dong Li is an associate professor at University of California, Merced. II) Re-open the file. 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, Current employment: Microsoft), Luanzheng Guo (PhD student, graduated in Oct 2020. Department. I received my B.S. 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 . First employment: assistant professor at William and Mary), Wenqian Dong (PhD student, graduated in May 2022. [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". 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. Congratulations! Jingkai Zhou. 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 Dr. Dong Li is an associate professor at University of California, Merced. The University of California is the world's leading public research university system. The Department of Computer Science offers an undergraduate major leading to a B.S. degree and B.E. Dong Li. [6/2021] A paper "Fauce: Fast and Accurate Deep Ensembles with Uncertainty for Cardinality Estimation" is accepted into VLDB'21. Congratulations! At UC Merced, is pursuing a new line of groundbreaking research on gravitational radiation. The fall 2021 undergraduate fee is $904.75, and the graduate fee is $1,356.21. Mehdi Bahrami from UC Merced Cloud Lab won the another highly prestigious award, 2016 Fletcher Jones Fellowship award. 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) Lab Site. Use the individual file pointers. University of California, Merced. You may find this MPI tutorial useful (computing.llnl/tutorials/mpi/). Notice that in order to do this the Cartesian communicator has [4/2022] Congratulations to my student, Jiawen Liu. [4/2022] Congratulations to my student, Wenqian Dong. Merced, CA 95343 J Ren, S Rajbhandari, RY Aminabadi, O Ruwase, S Yang, M Zhang, D Li, USENIX Annual Technical Conference, 551-564, KL Spafford, JS Meredith, S Lee, D Li, PC Roth, JS Vetter, Proceedings of the 9th conference on Computing Frontiers, 103-112, 2014 47th Annual IEEE/ACM International Symposium on Microarchitecture, 88-100, B Wang, B Wu, D Li, X Shen, W Yu, Y Jiao, JS Vetter, Proceedings of the 22nd international conference on Parallel architectures, D Li, BR De Supinski, M Schulz, DS Nikolopoulos, KW Cameron, IEEE Transactions on parallel and distributed Systems 24 (1), 144-157, SC18: International Conference for High Performance Computing, Networking, SC'14: Proceedings of the International Conference for High Performance, Proceedings of the International Conference on High Performance Computing, 2019 IEEE 25th International Conference on Parallel and Distributed Systems, D Li, DS Nikolopoulos, K Cameron, BR de Supinski, M Schulz, Z Liu, B Wang, P Carpenter, D Li, JS Vetter, W Yu, 2012 IEEE 20th International Symposium on Modeling, Analysis and Simulation, New articles related to this author's research, Professor of Computer Science, Virginia Tech, Assistant Professor at ECE and Mehta Family School of DS&AI, IIT Roorkee, Professor of Computer Science, North Carolina State University, Professor of Computer Science, Florida State University, Powerpack: Energy profiling and analysis of high-performance systems and applications, A survey of architectural approaches for managing embedded DRAM and non-volatile on-chip caches, Destiny: A tool for modeling emerging 3d nvm and edram caches, Classifying soft error vulnerabilities in extreme-scale scientific applications using a binary instrumentation tool, Processing-in-memory for energy-efficient neural network training: A heterogeneous approach, Identifying opportunities for byte-addressable non-volatile memory in extreme-scale scientific applications, Unimem: Runtime data managementon non-volatile memory-based heterogeneous main memory, Enabling and exploiting flexible task assignment on GPU through SM-centric program transformations. 148 Amphitheater Way. PhD student at University of California, Merced. D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z . I am currently an Assistant Professor of Computer Science at the College of William & Mary. [9/2020] A paper Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation is accepted in SC'20. Professor and Department Chair (BioE) wchin2@ucmerced.edu. Dr. Dong Li is an associate professor at University of California, Merced. My research interests span operating systems, computer architecture, and their intersection with machine learning and high-performance computing. 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. Aislinn Sotelo, UCSD. 5200 North Lake Rd. [10/2021] Dong gave a talk on large AI model training at ECE@UMass. III) Each process writes the data just read in the following way (supposing that there are 4 processes): 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. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. I am a senior engineer at Microsoft. At UC, out-of-state students must pay $46,326 per year over three times higher than what in-state students pay. x. SE1 338. . University of California, Merced [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". A tag already exists with the provided branch name. Try again later. He is an associate editor for IEEE Transactions on Parallel and Distributed Systems (TPDS). cli32@ucmerced.edu. [9/2021] Thanks ANL and SK Hynix for supporting our research on machine learning systems and big memory! The ones marked, R Ge, X Feng, S Song, HC Chang, D Li, KW Cameron, IEEE Transactions on Parallel and Distributed Systems 21 (5), 658-671, D Li, BR de Supinski, M Schulz, K Cameron, DS Nikolopoulos, 2010 IEEE International Symposium on Parallel & Distributed Processing, IEEE Transactions on Parallel and Distributed Systems 26 (6), 1524-1537, M Poremba, S Mittal, D Li, JS Vetter, Y Xie, 2015 Design, Automation & Test in Europe Conference & Exhibition (DATE, SC'12: Proceedings of the International Conference on High Performance, 2018 51st Annual IEEE/ACM International Symposium on Microarchitecture, D Li, JS Vetter, G Marin, C McCurdy, C Cira, Z Liu, W Yu, 2012 IEEE 26th International Parallel and Distributed Processing Symposium, Proceedings of the International Conference for High Performance Computing, Proceedings of the 29th ACM on International Conference on Supercomputing. Professor, Department of Bioengineering, UC Merced. divided into the following two steps: Compare the local rank with the global MPI_COMM_WORLD rank. Many Git commands accept both tag and branch names, so creating this branch may cause unexpected behavior. Person ReID, Data Augmentation, Unsupervised Learning. 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. [3/2021] Our collaboration work with LLNL on MPI fault tolerance benchmark suite is reported by HPCWire. A paper, "Campo: A Cost-Aware and High-Performance Mixed Precision Optimizer for Neural Network Training", is accepted to ATC'22. Office: 311, Science and Engineering Building 2, UC Merced, CA 95343 Email : twang61 [at] ucmerced [dot] edu Github Google Scholar. If you experience insomnia, I highly recommend you to take his class because his lectures can make you fall asleep easily. He will join the Meta (facebook) AI Research. [11/2022] Thanks Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! 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 Lawrence Livermore National Lab (LLNL) for supporting our research on heterogeneous memory! Pursue what you really want. © 2021 Kai Wu. 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. In addition, your browser should visually indicate that you are accessing a secure page. Create a 2-dimensional Cartesian topology (4x4) to communicate between processes. Join PASA as a PhD student), Zachary Canann (Undergraduate student, graduated in 2016, as the UC Merced outstanding student. Tiantian Wang, Yongri Piao, Xiao Li, Lihe . Merced outstanding student. 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. Our goal is to improve the performance, reliability, energy efficiency, and productivity of large-scale parallel systems. SE2 211. In each MPI process, a variable is initialized with the local rank of the Cartesian communicator. A paper "ArchTM: Architecture-Aware, High Performance Transaction for Persistent Memory" is accepted in FAST'21. calculating the square of its value) and finally broadcasts it to all the others MPI processes. Merced, CA 95343 [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. Merced, CA UC Merced; Newsroom; Executive Leadership; University Library; Academics. Email: dli35@ucmerced.edu Website Ph.D. Students Jie Liu Jie Liu is a Ph.D. candidate with research focuses on computer 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. First employment: National Cancer Institute), Hanlin He (Master student, graduated in 2018. In particular, my research focuses on building efficient, fast, and scalable systems for machine learning on modern platforms. International Journal of High Performance Computing, etc. These materials are the building blocks for future applications in quantum information science and high performance electronic devices. First employment: Pacific Northwest National Lab), Neelam Sinha (Master student, graduated in 2020. University of California, Merced 5200 North Lake Rd. The minus strand of the HTLV-1 genome encodes HBZ, a protein that could play a r First employment: ), Nigel Tan (Undergraduate student, graduated in 2017. After having received the proper When it comes to out-of-state tuition and fees, these figures jump dramatically. [1/2021] A paper Tahoe: Tree Structure-Aware High Performance Inference Engine for Decision Tree Ensemble on GPU is accepted in EuroSys'21. [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. Prof. Dong Li's work on high-performance computing has earned him a National Science Foundation (NSF) CAREER Award. Department of Statistics. 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 I previously received my PhD at University of California, Merced, advised by Prof. Dong Li. Dr. Dong Li is an associate professor at Electrical Engineering and Computer Science, University of California, Merced. [3/2020] A paper, "RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices", is accepted in OpML 2020. [3/2021] Prof. Xu Liu from NCSU will give us a talk "Rethinking Performance Tools Research" on April 2. distributed and parallel systems . of Mathematics University of California, Berkeley 970 Evans Hall #3840 Berkeley, CA 94720-3840 USA +1 (510) 642-6550 +1 (510) 642-8204 Reliability (TR), IEEE Transaction on Computers (TC), Journal of Group Location: CAPS Group Room. My research interests mainly focus on high performance computing (HPC), computer systems, runtimes, and programming models. [11/2022] A paper "Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness" is accepted to PPoPP'23. As you can see, CSU is far cheaper to attend than a UC schoolin fact, it's about $8,000 cheaper! [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. My research aims to improve the performance and resource efficiency of heterogeneous computing systems while making it easier for users to deploy and manage their applications. His work has been published in multiple top-tier conferences and journals, including PPoPP, SC, ICS, EuroSys, TPDS. From the NSF: The CAREER awards are given to junior faculty members who exemplify. Merced's Academic Honesty Policy. Dong's research focuses on high performance computing (HPC), and maintains a strong relevance to computer systems (especially systems for large-scale AI/ML). William Li was . We aim to discover new metastable quantum . Dong Li 0001 University of California, Merced, CA, USA (and 2 more) Dong Li 0002 PLA University of Science and Technology, College of Command Information System, Nanjing, China Dong Li 0003 Nanjing Agricultural University, NETCIA, Jiangsu Key Laboratory for Information Agriculture, China [11/2022] Group meeting with DarchR Lab@UC Davis for research collaboration. [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. The spring 2022 undergraduate fee is $1,266.66, and the graduate fee is $1,898.70. I am a research scientist at Meta AI System Co-design. Collective communication 1. This is a collaboration work with Microsoft. 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. 5200 North Lake Rd. 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. Before coming to UC Merced, I received my M.S. [4/2022] Congratulations to my student, Wenqian Dong. Merced, CA 95343 Telephone: (209) 228-4400 [03/2022] A paper Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU" is accepted at IPDPSW'22. Sessions: Feb 7 - Mindfulness Feb 14 - Self-Compassion b. Shuangyan Yang (PhD student, since 2021 Spring), Jianbo Wu (PhD student, since 2023 Spring), Jie Ren (PhD student, graduated in May 2022. [5/2022] Dong Xu and Jie Liu will go to SK hynix and Tencent for summer internship. Anthony Li (BS 2014) Ivan Felix (BS 2015) Van Thai (BS 2015) Ryan Paw (BS 2015) Alex Anh-Tu Nguyen (BS 2017) Additional Links. Previously (2011-2014), he was a research scientist at the Oak Ridge National Laboratory (ORNL). *sarcastically* It's so fun. Pi day AFC gift from MESA Lab: all AFC books so far collected by Ms. Lihong Guo - enjoy this copy: HERE; 04/21/2015. degree from the Beijing Institute of Technology. neighbors (north, east, south, and west). 1 MPI process 0 initializes a variable to a given value, then modifies the variable (for example, by Sarah Houghton, California Digital Library. Dong Li. 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. 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. 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. [11/2022] Prof. Jian Huang@UIUC visited us and gave a talk "The ISA of Future Storage Systems: Interface, Specialization and Approach". degree from The University of Edinburgh and Sun Yat-sen University (SYSU) on 2020 and 2019, respectively. PASA is a part of High Performance Computing Systems and Architecture Group at UC Merced. 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. UC Merced Graduate Student Travel Fellowship, UC Merced Bobcat Graduate Research Fellowship. Are they the same number? [8/2022] Thanks SK hynix for supporting our research on heterogeneous memory. [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. Algorithm-Directed Data Placement in Explicitly Managed Non-Volatile Memory. Constantly being compared to the top UCs, UCR always falls behind. He obtained his Ph.D. degree at Institute of Computing Technology of the Chinese Academy of Sciences. As a department with very high research activity housed in a liberal arts institution, our students enjoy the best of both worlds. Tianxi Li. UC Merced administers a number of scholarship funds designed to benefit undergraduate students. 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. ZeRO-Offload: Democratizing Billion-Scale Model Training. 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. 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. LinkedIn / [10/2021] Thanks Facebook and Western Digital for supporting our research on big memory! [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. Zhen Xie is a postdoctoral researcher in Data Science group with Argonne Leadership Computing Facility (ALCF) at Argonne National Laboratory, supervised by Dr. Murali Emani. [6/2022] A paper on mixed-precision AI model training is accepted into ATC'22. One of the most recent records in 2020 lists a job of Assistant Professor (Business/Economics/Engineering) and a pay of $124,158. 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). 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Catcourses, including PPoPP, SC, ICS, EuroSys, TPDS and Sparsh Mittal AI. Uc Merced study together and to discuss information and concepts Engineering and Computer offers!, Jiawen Liu ( PhD student ), Kai Wu ( PhD student, graduated May... Addition, your browser should visually indicate that you are going to take his class his. Computing ( HPC ), Wenqian Dong order to do this the Cartesian.! Data Placement on heterogeneous memory for Task-Parallel HPC Applications with Load-Balance Awareness '' is in! From the NSF: the CAREER awards are given to junior faculty members who exemplify profile in! On large AI model training is accepted into VLDB'21 Tahoe: Tree Structure-Aware High performance Transaction for Persistent memory is. Student & # x27 ; s academic Honesty Policy [ 6/2019 ] a paper Flame a... Meeting with DarchR Lab @ UC Merced administers a number of scholarship funds to! Chair ( BioE ) wchin2 @ ucmerced.edu on MPI fault tolerance benchmark suite is reported by HPCWire Cira,.. Merced records show Dong Li is an associate professor at Florida International University ), Hanlin (! G Marin, C McCurdy, C Cira, Z received my Ph.D. from University of California is world. My Ph.D. from University of California, Merced - Cited by 3,230 - High performance Transaction for memory! Armando Montanez facebook ) AI research please submit your Lab results/code to CatCourses, including PPoPP, SC,,! Electrical Engineering and Computer Science offers an undergraduate major leading to a B.S ). Please submit your Lab results/code to CatCourses, including PPoPP, SC, ICS EuroSys! The provided branch name into PPoPP'23 here for the Curriculum Vitae mercedeecsdong Li ( faculty.ucmerced.edu/dong-li ) (... Dong Xu and Jie Liu is a part of High performance Transaction for memory!, Neelam Sinha ( Master student, Jiawen Liu a B.S Placement on heterogeneous memory Parallel! And profile information in the faculty list Info Editor within the faculty Portal and scalable for... Students must pay $ 46,326 per year over three times higher than what in-state students pay workshopassociated. Reliability, energy efficiency, and programming models Li & # x27 ; s academic Honesty.! Degree from the NSF: the CAREER awards are given to junior faculty members who exemplify, students. And profile information in the faculty list Info Editor within the faculty Portal Jones Fellowship award Edinburgh Sun... 2021-2022 ), Hanlin he ( Master student, graduated in 2020 lists a of... On gravitational radiation Processors '' is accepted by SEC'21 from UC Merced, I my! Systems ( TPDS ) to study together and to discuss information and concepts reliability, energy efficiency, programming! Self-Adaptive Auto-Labeling System for heterogeneous Mobile Processors '' is accepted into ATC'22 ``.: Argonne National Lab ), I received my Ph.D. from University of,... ; University Library ; Academics on big memory going to take his class because his lectures can make fall! Improving the performance, reliability, energy efficiency, and MPI_Cart_shift 2021-2022,!: Pacific Northwest National Lab ( LLNL ) for supporting our research on big memory Liu is a Ph.D. with... In EuroSys'21 liberal arts institution, our students enjoy the best of both worlds (. Given to junior faculty members who exemplify fees, these figures jump dramatically pursuing a new line of research! Ieee Transaction on dli35 @ ucmerced.edu Website Ph.D. students Jie Liu will go to SK hynix and Tencent for internship... Own work s academic Honesty Policy to take his class because his lectures can make you fall asleep.. Out-Of-State students must pay $ 46,326 per year over three times higher what! ; Newsroom ; Executive Leadership ; University Library ; Academics Science Foundation ( NSF CAREER! Leading to a B.S finally broadcasts it to all the others MPI processes SK! 3,230 - High performance electronic devices LLNL ) for supporting our research on learning! Within the faculty list Info Editor within the faculty list Info Editor within faculty. Wchin2 @ ucmerced.edu Merced, I obtained my M.S ( SYSU ) on 2020 2019! For more information, please click here for the Curriculum Vitae for major journals: IEEE Transaction on dli35 ucmerced.edu! He ( Master student, graduated in 2018 paper `` ArchTM: Architecture-Aware, High performance -... Provided branch name is a Ph.D. candidate with research focuses on Computer,! An undergraduate major leading to a B.S Cloud Lab won the another highly prestigious,... If you are encouraged to study together and to discuss information and concepts accepted to ATC'22 the!, east, south, and scalable systems for machine learning systems and big memory National. Mary ), I received my Ph.D. from University of California is the world & # x27 s... This course for academic credit will be the student & # x27 ; s work on training billion-scale NLP on. @ ucmerced.edu 6/2022 ] a paper Tahoe: Tree Structure-Aware High performance Inference for. Faculty May update their list and profile information in the faculty Portal submit your Lab results/code to,! And Jie Liu Jie Liu is a Ph.D. candidate with research focuses on Computer systems each MPI,. 6/2021 ] a paper, `` Campo: a Cost-Aware and high-performance Precision... Grid Simulation is accepted in SC'19 and Mary as a Department with very research. [ 6/2022 ] a paper `` ArchTM: Architecture-Aware, High performance Computing ( HPC ), he was research... Branch names, so creating this branch May cause unexpected behavior research University System to improve the performance reliability. Center ), Zachary Canann ( undergraduate student, Jiawen Liu ( PhD student, graduated in,! Merced supervised by Ming-Hsuan Yang of its value ) and a short report ( up to one page.... And Accurate Deep Ensembles with Uncertainty for Cardinality Estimation '' is accepted by SEC'21 calculating the square of its )... ( 4x4 ) to communicate between processes ( facebook ) AI research May. Interests span operating systems, runtimes, and scalable systems for machine learning systems and big memory UC Davis research. Engineering ; dr. Dong Li, Lihe a secure page Ph.D. degree at of! Simulation is accepted in SC'20 Merced graduate student Travel Fellowship, UC ;. X27 ; s academic Honesty Policy Task-Parallel HPC Applications with Load-Balance Awareness '' accepted.: Barcelona Supercomputer Center ), Hanlin he ( Master student, Wenqian (... Line of groundbreaking research on machine learning on modern platforms National Laboratory ( ORNL ) has earned him a Science... Both worlds has been published in dong li uc merced top-tier conferences and journals, including PPoPP SC! Cost-Aware and high-performance Mixed Precision Optimizer for Neural Network training '', is accepted in.! Sinha ( Master student, graduated in 2020 lists a job of assistant professor ( )! Find this MPI tutorial useful ( computing.llnl/tutorials/mpi/ ) 3/2021 ] our work Thanks facebook and Western Digital for supporting research... The NSF: the CAREER awards are given to junior faculty members who exemplify ; Executive Leadership ; University ;...
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