Resource- Efficient Transformer Pruning for Finetuning of Large Models

Authors: Ilhan, Fatih, Su, Gong, Tekin, Selim Furkan, Huang, Tiansheng, Hu, Sihao, Liu, Ling

Source: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2024 IEEE/CVF Conference on. :16206-16215 Jun, 2024

Relation: 2024 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Scalable Federated Learning with System Heterogeneity

Authors: Ilhan, Fatih, Su, Gong, Wang, Qingyang, Liu, Ling

Source: 2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS) ICDCS Distributed Computing Systems (ICDCS), 2023 IEEE 43rd International Conference on. :1037-1040 Jul, 2023

Relation: 2023 IEEE 43rd International Conference on Distributed Computing Systems (ICDCS)

ScaleFL: Resource-Adaptive Federated Learning with Heterogeneous Clients

Authors: Ilhan, Fatih, Su, Gong, Liu, Ling

Source: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR) CVPR Computer Vision and Pattern Recognition (CVPR), 2023 IEEE/CVF Conference on. :24532-24541 Jun, 2023

Relation: 2023 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR)

Transparent Network Memory Storage for Efficient Container Execution in Big Data Clouds

Authors: Bae, Juhyun, Liu, Ling, Chow, KaHo, Wu, Yanzhao, Su, Gong, Iyengar, Arun

Source: 2021 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2021 IEEE International Conference on. :76-85 Dec, 2021

Relation: 2021 IEEE International Conference on Big Data (Big Data)

Efficient Huge Page Management with Xpage

Authors: Cao, Wenqi, LiuS, Ling, Su, Gong, Iyengar, Arun

Source: 2021 IEEE International Conference on Big Data (Big Data) Big Data (Big Data), 2021 IEEE International Conference on. :1317-1326 Dec, 2021

Relation: 2021 IEEE International Conference on Big Data (Big Data)

RDMAbox: Optimizing RDMA for Memory Intensive Workload

Authors: Bae, Juhyun, Liu, Ling, Wu, Yanzhao, Su, Gong, Iyengar, Arun

Source: 2021 IEEE 7th International Conference on Collaboration and Internet Computing (CIC) CIC Collaboration and Internet Computing (CIC), 2021 IEEE 7th International Conference on. :1-10 Dec, 2021

Relation: 2021 IEEE 7th International Conference on Collaboration and Internet Computing (CIC)

cVM: Containerized Virtual Machine

Authors: Su, Gong

Source: 2020 IEEE 6th International Conference on Collaboration and Internet Computing (CIC) CIC Collaboration and Internet Computing (CIC), 2020 IEEE 6th International Conference on. :1-7 Dec, 2020

Relation: 2020 IEEE 6th International Conference on Collaboration and Internet Computing (CIC)

StackVault: Protection from Untrusted Functions

Authors: Zhang, Qi, Sura, Zehra, Kundu, Ashish, Su, Gong, Iyengar, Arun, Liu, Ling

Source: 2020 Second IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA) TPS-ISA Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA),2020 Second IEEE International Conference on. :294-306 Oct, 2020

Relation: 2020 Second IEEE International Conference on Trust, Privacy and Security in Intelligent Systems and Applications (TPS-ISA)

GRAHIES: Multi-Scale Graph Representation Learning with Latent Hierarchical Structure

Authors: Yu, Lei, Liu, Ling, Pu, Calton, Chow, Ka Ho, Gursoy, Mehmet Emre, Truex, Stacey, Min, Hong, Iyengar, Arun, Su, Gong, Zhang, Qi, Dillenberger, Donna

Source: 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI) COGMI Cognitive Machine Intelligence (CogMI), 2019 IEEE First International Conference on. :8-15 Dec, 2019

Relation: 2019 IEEE First International Conference on Cognitive Machine Intelligence (CogMI)

CLEAN: Frequent Pattern-Based Trajectory Spatial-Temporal Compression on Road Networks

Authors: Zhao, Peng, Zhao, Qinpei, Zhang, Chenxi, Su, Gong, Zhang, Qi, Rao, Weixiong

Source: 2019 20th IEEE International Conference on Mobile Data Management (MDM) MDM Mobile Data Management (MDM), 2019 20th IEEE International Conference on. :605-610 Jun, 2019

Relation: 2019 20th IEEE International Conference on Mobile Data Management (MDM)

CLEAN: Frequent pattern-based trajectory compression and computation on road networks

Authors: Zhao, Peng, Zhao, Qinpei, Zhang, Chenxi, Su, Gong, Zhang, Qi, Rao, Weixiong

Source: China Communications China Commun. Communications, China. 17(5):119-136 May, 2020

D-MGDCN-CLSTM: A Traffic Prediction Model Based on Multi-Graph Gated Convolution and Convolutional Long–Short-Term Memory

Authors: Linliang Zhang, Shuyun Xu, Shuo Li, Lihu Pan, Su Gong

Source: Sensors, Vol 25, Iss 2, p 561 (2025)

Subject Terms: intelligent transportation systems, traffic prediction, deep learning, graph convolutional networks, spatio-temporal feature, Chemical technology, TP1-1185

File Description: electronic resource

Relation: https://www.mdpi.com/1424-8220/25/2/561; https://doaj.org/toc/1424-8220

Access URL: https://doaj.org/article/53e66640bef943d8802e415fc0ff69f6

Gradient-Leakage Resilient Federated Learning

Authors: Wei, Wenqi, Liu, Ling, Wu, Yanzhao, Su, Gong, Iyengar, Arun

Subject Terms: Computer Science - Machine Learning, Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/2107.01154

Compiling ONNX Neural Network Models Using MLIR

Authors: Jin, Tian, Bercea, Gheorghe-Teodor, Le, Tung D., Chen, Tong, Su, Gong, Imai, Haruki, Negishi, Yasushi, Leu, Anh, O'Brien, Kevin, Kawachiya, Kiyokuni, Eichenberger, Alexandre E.

Subject Terms: Computer Science - Programming Languages, Computer Science - Machine Learning

Access URL: http://arxiv.org/abs/2008.08272

Efficient Orchestration of Host and Remote Shared Memory for Memory Intensive Workloads

Authors: Bae, Juhyun, Su, Gong, Iyengar, Arun, Wu, Yanzhao, Liu, Ling

Subject Terms: Computer Science - Distributed, Parallel, and Cluster Computing

Access URL: http://arxiv.org/abs/2008.00902

StackVault: Protection from Untrusted Functions

Authors: Zhang, Qi, Sura, Zehra, Kundu, Ashish, Su, Gong, Iyengar, Arun, Liu, Ling

Subject Terms: Computer Science - Cryptography and Security

Access URL: http://arxiv.org/abs/1907.03710

iBalloon: Efficient VM Memory Balancing as a Service

Authors: Zhang, Qi, Liu, Ling, Ren, Jiangchun, Su, Gong, Iyengar, Arun

Source: 2016 IEEE International Conference on Web Services (ICWS) Web Services (ICWS), 2016 IEEE International Conference on. :33-40 Jun, 2016

Relation: 2016 IEEE International Conference on Web Services (ICWS)

Finding database contention hotspots under large-scale workloads - A big data approach

Authors: Lei, An, Sun, Ping, Rao, Weixiong, Min, Hong, Su, Gong, Dong, Zhenhua

Source: 2016 IEEE International Conference on Big Data Analysis (ICBDA) Big Data Analysis (ICBDA), 2016 IEEE International Conference on. :1-5 Mar, 2016

Relation: 2016 IEEE International Conference on Big Data Analysis (ICBDA)

A Unified Computation Engine for Big Data Analytics

Authors: Xu, Chenyang, Chen, Yanjie, Liu, Qin, Rao, Weixiong, Min, Hong, Su, Gong

Source: 2015 IEEE/ACM 2nd International Symposium on Big Data Computing (BDC) Big Data Computing (BDC), 2015 IEEE/ACM 2nd International Symposium on. :73-77 Dec, 2015

Relation: 2015 IEEE/ACM 2nd International Symposium on Big Data Computing (BDC)

Octopus: Hybrid Big Data Integration Engine

Authors: Chen, Yanjie, Xu, Chenyang, Rao, Weixiong, Min, Hong, Su, Gong

Source: 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom) Cloud Computing Technology and Science (CloudCom), 2015 IEEE 7th International Conference on. :462-466 Nov, 2015

Relation: 2015 IEEE 7th International Conference on Cloud Computing Technology and Science (CloudCom)