Zhen Xie

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 68

Top Topics

Molecular Dynamics Simulations

Matrix Multiplication

Chest Radiographs

Top Venues

IEEE Trans. Ind. Electron.

Publications

Zhizhao Duan, Hao Cheng, Duo Xu, Xi Wu, Xiangxie Zhang, Xi Ye, Zhen Xie
CityLLaVA: Efficient Fine-Tuning for VLMs in City Scenario. CoRR (2024)
Yufeng Zhang, Shuying Yang, Zhen Xie, Xing Zhang
Design Scheme of Signal-to-Noise Ratio for Broadband Generalized Grid Impedance Identification. IEEE Trans. Instrum. Meas. 73 (2024)
Scott Cheng, Jun-Liang Lin, Murali Emani, Siddhisanket Raskar, Sam Foreman, Zhen Xie, Venkatram Vishwanath, Mahmut T. Kandemir
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale. SIGMETRICS/Performance (Abstracts) (2024)
Zhe Li, Zhen Xie, Xing Zhang
An Improved Strategy of Grid-Forming DFIG Based on Disturbance Rejection Stator Flux Control. IEEE Trans. Ind. Electron. 71 (3) (2024)
Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka, Sanjif Shanmugavelu, Darshan Gandhi, Hengyu Zhao, Dun Ma, Kiran Ranganath, Rick Weisner, Jiunn-yeu Chen, Yuting Yang, Natalia Vassilieva, Bin C. Zhang, Sylvia Howland, Alexander Tsyplikhin
Toward a Holistic Performance Evaluation of Large Language Models Across Diverse AI Accelerators. IPDPS (Workshops) (2024)
Zhen Xie, Murali Emani, Xiaodong Yu, Dingwen Tao, Xin He, Pengfei Su, Keren Zhou, Venkatram Vishwanath
Centimani: Enabling Fast AI Accelerator Selection for DNN Training with a Novel Performance Predictor. USENIX ATC (2024)
Scott Cheng, Jun-Liang Lin, Murali Emani, Siddhisanket Raskar, Sam Foreman, Zhen Xie, Venkatram Vishwanath, Mahmut Taylan Kandemir
Thorough Characterization and Analysis of Large Transformer Model Training At-Scale. Proc. ACM Meas. Anal. Comput. Syst. 8 (1) (2024)
Jianwei Geng, Kunyong Yu, Menglian Sun, Zhen Xie, Ruxian Huang, Yihan Wang, Qiuyue Zhao, Jian Liu
Construction and Optimisation of Ecological Networks in High-Density Central Urban Areas: The Case of Fuzhou City, China. Remote. Sens. 15 (24) (2023)
Zeshi Liu, Zhen Xie, Wenqian Dong, Mengting Yuan, Haihang You, Dong Li
A heterogeneous processing-in-memory approach to accelerate quantum chemistry simulation. Parallel Comput. 116 (2023)
Chengming Zhang, Baixi Sun, Xiaodong Yu, Zhen Xie, Weijian Zheng, Kamil Iskra, Pete Beckman, Dingwen Tao
Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors. CoRR (2023)
Chengming Zhang, Baixi Sun, Xiaodong Yu, Zhen Xie, Weijian Zheng, Kamil A. Iskra, Pete Beckman, Dingwen Tao
Benchmarking and In-depth Performance Study of Large Language Models on Habana Gaudi Processors. SC Workshops (2023)
Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto Cerpa, Wan Du
HPC-GPT: Integrating Large Language Model for High-Performance Computing. SC Workshops (2023)
Xianzhong Ding, Le Chen, Murali Emani, Chunhua Liao, Pei-Hung Lin, Tristan Vanderbruggen, Zhen Xie, Alberto E. Cerpa, Wan Du
HPC-GPT: Integrating Large Language Model for High-Performance Computing. CoRR (2023)
Gaurav Verma, Siddhisanket Raskar, Zhen Xie, Abid M. Malik, Murali Emani, Barbara M. Chapman
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation. CoRR (2023)
Gaurav Verma, Siddhisanket Raskar, Zhen Xie, Abid M. Malik, Murali Emani, Barbara M. Chapman
Transfer Learning Across Heterogeneous Features For Efficient Tensor Program Generation. ExHET@PPoPP (2023)
Junkai Wen, Xin Yuan, Zhen Xie
Universal Inverter Nonlinearity Compensator for PMSM Sensorless Control. IECON (2023)
Hao Zou, Zhen Xie, Jiarong Ou, Yutao Gao
TransRSS: Transformer-based Radar Semantic Segmentation. ICRA (2023)
Zhen Xie, Jie Liu, Jiajia Li, Dong Li
Merchandiser: Data Placement on Heterogeneous Memory for Task-Parallel HPC Applications with Load-Balance Awareness. PPoPP (2023)
Maxim Zvyagin, Alexander Brace, Kyle Hippe, Yuntian Deng, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael W. Irvin, Defne G. Ozgulbas, Natalia Vassilieva, J. Gregory Pauloski, Logan Ward, Valerie Hayot-Sasson, Murali Emani, Sam Foreman, Zhen Xie, Diangen Lin, Maulik Shukla, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Ian T. Foster, James J. Davis, Michael E. Papka, Thomas S. Brettin, Rick Stevens, Anima Anandkumar, Venkatram Vishwanath, Arvind Ramanathan
GenSLMs: Genome-scale language models reveal SARS-CoV-2 evolutionary dynamics. Int. J. High Perform. Comput. Appl. 37 (6) (2023)
Zhen Xie, Xinquan Liang, Canale Roberto
Learning-based robotic grasping: A review. Frontiers Robotics AI 10 (2023)
Zhen Xie, Siddhisanket Raskar, Murali Emani, Venkatram Vishwanath
TrainBF: High-Performance DNN Training Engine Using BFloat16 on AI Accelerators. Euro-Par (2023)
Murali Emani, Sam Foreman, Varuni Sastry, Zhen Xie, Siddhisanket Raskar, William Arnold, Rajeev Thakur, Venkatram Vishwanath, Michael E. Papka
A Comprehensive Performance Study of Large Language Models on Novel AI Accelerators. CoRR (2023)
Xuegong Zhang, Lei Wei, Rui Jiang, Xiaowo Wang, Jin Gu, Zhen Xie, Hairong Lv
Building digital life systems for future biology and medicine. Quant. Biol. 11 (3) (2023)
Zhen Xie, Xingwang Li, Ming Zeng, Dan Deng, Jianhua Zhang, Shahid Mumtaz, Arumugam Nallanathan
Resource Allocation for Double IRSs Assisted Wireless Powered NOMA Networks. IEEE Wirel. Commun. Lett. 12 (5) (2023)
Shuaiwen Leon Song, Bonnie Kruft, Minjia Zhang, Conglong Li, Shiyang Chen, Chengming Zhang, Masahiro Tanaka, Xiaoxia Wu, Jeff Rasley, Ammar Ahmad Awan, Connor Holmes, Martin Cai, Adam Ghanem, Zhongzhu Zhou, Yuxiong He, Pete Luferenko, Divya Kumar, Jonathan A. Weyn, Ruixiong Zhang, Sylwester Klocek, Volodymyr Vragov, Mohammed AlQuraishi, Gustaf Ahdritz, Christina Floristean, Cristina Negri, Rao Kotamarthi, Venkatram Vishwanath, Arvind Ramanathan, Sam Foreman, Kyle Hippe, Troy Arcomano, Romit Maulik, Maxim Zvyagin, Alexander Brace, Bin Zhang, Cindy Orozco Bohorquez, Austin Clyde, Bharat Kale, Danilo Perez-Rivera, Heng Ma, Carla M. Mann, Michael W. Irvin, J. Gregory Pauloski, Logan T. Ward, Valérie Hayot-Sasson, Murali Emani, Zhen Xie, Diangen Lin, Maulik Shukla, Ian T. Foster, James J. Davis, Michael E. Papka, Thomas S. Brettin, Prasanna Balaprakash, Gina Tourassi, John Gounley, Heidi A. Hanson, Thomas E. Potok, Massimiliano Lupo Pasini, Kate Evans, Dan Lu, Dalton D. Lunga, Junqi Yin, Sajal Dash, Feiyi Wang, Mallikarjun Shankar, Isaac Lyngaas, Xiao Wang, Guojing Cong, Pei Zhang, Ming Fan, Siyan Liu, Adolfy Hoisie, Shinjae Yoo, Yihui Ren, William Tang, Kyle Felker, Alexey Svyatkovskiy, Hang Liu, Ashwin M. Aji, Angela Dalton, Michael J. Schulte, Karl Schulz, Yuntian Deng, Weili Nie, Josh Romero, Christian Dallago, Arash Vahdat, Chaowei Xiao, Thomas Gibbs, Anima Anandkumar, Rick Stevens
DeepSpeed4Science Initiative: Enabling Large-Scale Scientific Discovery through Sophisticated AI System Technologies. CoRR (2023)
Zhen Xie, Teerawat Piriyatharawet, Canale Roberto
Deep Learning LSTM-Based Slip Detection for Robotic Grasping. IECON (2023)
Lekang Yuan, Zhen Xie, Ye Wang, Xiaowo Wang
Correction to: DeSP: a systematic DNA storage error simulation pipeline. BMC Bioinform. 23 (1) (2022)
Zhen Xie, Siddhisanket Raskar, Murali Emani
Throughput-oriented and Accuracy-aware DNN Training with BFloat16 on GPU. IPDPS Workshops (2022)
Zhen Xie, Guangming Tan, Weifeng Liu, Ninghui Sun
A Pattern-Based SpGEMM Library for Multi-Core and Many-Core Architectures. IEEE Trans. Parallel Distributed Syst. 33 (1) (2022)
Zhen Xie, Josh Chen Ye Seng, Guowei Lim
AI-Enabled Soft Versatile Grasping for High-Mixed-Low-Volume Applications with Tactile Feedbacks. ICAC (2022)
Jianwei Geng, Kunyong Yu, Zhen Xie, Gejin Zhao, Jingwen Ai, Liuqing Yang, Honghui Yang, Jian Liu
Analysis of Spatiotemporal Variation and Drivers of Ecological Quality in Fuzhou Based on RSEI. Remote. Sens. 14 (19) (2022)
Xingwang Li, Zhen Xie, Gaojian Huang, Jianhua Zhang, Ming Zeng, Zheng Chu
Sum Rate Maximization for RIS-Aided NOMA With Direct Links. IEEE Netw. Lett. 4 (2) (2022)
Lekang Yuan, Zhen Xie, Ye Wang, Xiaowo Wang
DeSP: a systematic DNA storage error simulation pipeline. BMC Bioinform. 23 (1) (2022)
Murali Emani, Zhen Xie, Siddhisanket Raskar, Varuni Sastry, William Arnold, Bruce Wilson, Rajeev Thakur, Venkatram Vishwanath, Zhengchun Liu, Michael E. Papka, Cindy Orozco Bohorquez, Rick Weisner, Karen Li, Yongning Sheng, Yun Du, Jian Zhang, Alexander Tsyplikhin, Gurdaman Khaira, Jeremy Fowers, Ramakrishnan Sivakumar, Victoria Godsoe, Adrian Macias, Chetan Tekur, Matthew Boyd
A Comprehensive Evaluation of Novel AI Accelerators for Deep Learning Workloads. PMBS@SC (2022)
Hui Yao, Zhizhao Duan, Zhen Xie, Jingbo Chen, Xi Wu, Duo Xu, YuTao Gao
City-Scale Multi-Camera Vehicle Tracking based on Space-Time-Appearance Features. CVPR Workshops (2022)
Bang Di, Daokun Hu, Zhen Xie, Jianhua Sun, Hao Chen, Jinkui Ren, Dong Li
TLB-pilot: Mitigating TLB Contention Attack on GPUs with Microarchitecture-Aware Scheduling. ACM Trans. Archit. Code Optim. 19 (1) (2022)
Zhen Xie, Jie Liu, Sam Ma, Jiajia Li, Dong Li
LB-HM: load balance-aware data placement on heterogeneous memory for task-parallel HPC applications. PPoPP (2022)
Xingwang Li, Zhen Xie, Zheng Chu, Varun G. Menon, Shahid Mumtaz, Jianhua Zhang
Exploiting Benefits of IRS in Wireless Powered NOMA Networks. IEEE Trans. Green Commun. Netw. 6 (1) (2022)
Xin He, Jiawen Liu, Zhen Xie, Hao Chen, Guoyang Chen, Weifeng Zhang, Dong Li
Enabling energy-efficient DNN training on hybrid GPU-FPGA accelerators. ICS (2021)
Shuguang Peng, Huiya Huang, Ping Wei, Zhen Xie
Synthetic gene circuits moving into the clinic. Quant. Biol. 9 (1) (2021)
Jiaqi Li, Lei Wei, Xianglin Zhang, Wei Zhang, Haochen Wang, Bixi Zhong, Zhen Xie, Hairong Lv, Xiaowo Wang
DISMIR: Deep learning-based noninvasive cancer detection by integrating DNA sequence and methylation information of individual cell-free DNA reads. Briefings Bioinform. 22 (6) (2021)
Jie Liu, Jiawen Liu, Zhen Xie, Xia Ning, Dong Li
Flame: A Self-Adaptive Auto-Labeling System for Heterogeneous Mobile Processors. SEC (2021)
Zhen Xie, Wenqian Dong, Jie Liu, Ivy Bo Peng, Yanbao Ma, Dong Li
MD-HM: memoization-based molecular dynamics simulations on big memory system. ICS (2021)
Zhen Xie, Wenqian Dong, Jiawen Liu, Hang Liu, Dong Li
Tahoe: tree structure-aware high performance inference engine for decision tree ensemble on GPU. EuroSys (2021)
Wenqian Dong, Zhen Xie, Gokcen Kestor, Dong Li
Smart-PGSim: using neural network to accelerate AC-OPF power grid simulation. SC (2020)
Wenqian Dong, Jie Liu, Zhen Xie, Dong Li
Adaptive Neural Network-Based Approximation to Accelerate Eulerian Fluid Simulation. CoRR (2020)
Minzhen Tao, Qiaochu Mu, Yurui Zhang, Zhen Xie
Construction of a CRISPR-based paired-sgRNA library for chromosomal deletion of long non-coding RNAs. Quant. Biol. 8 (1) (2020)
Jiawen Liu, Zhen Xie, Dimitrios S. Nikolopoulos, Dong Li
RIANN: Real-time Incremental Learning with Approximate Nearest Neighbor on Mobile Devices. OpML (2020)
Heng Fan, Dawei Du, Longyin Wen, Pengfei Zhu, Qinghua Hu, Haibin Ling, Mubarak Shah, Junwen Pan, Arne Schumann, Bin Dong, Daniel Stadler, Duo Xu, Filiz Bunyak, Guna Seetharaman, Guizhong Liu, V. Haritha, Hrishikesh P. S, Jie Han, Kannappan Palaniappan, Kaojin Zhu, Lars Wilko Sommer, Libo Zhang, Linu Shine, Min Yao, Noor M. Al-Shakarji, Shengwen Li, Ting Sun, Wang Sai, Wentao Yu, Xi Wu, Xiaopeng Hong, Xing Wei, Xingjie Zhao, Yanyun Zhao, Yihong Gong, Yuehan Yao, Yuhang He, Zhaoze Zhao, Zhen Xie, Zheng Yang, Zhenyu Xu, Zhipeng Luo, Zhizhao Duan
VisDrone-MOT2020: The Vision Meets Drone Multiple Object Tracking Challenge Results. ECCV Workshops (4) (2020)
Miaomiao Tian, Zhen Xie, Hong Zhong, Zhili Chen
Lightweight Proofs of Storage with Public Verifiability from Lattices. HPCC/DSS/SmartCity (2020)
Jie Liu, Jiawen Liu, Zhen Xie, Dong Li
FLAME: A Self-Adaptive Auto-labeling System for Heterogeneous Mobile Processors. CoRR (2020)
Xi Wu, Zhen Xie, YuTao Gao, Yu Xiao
SSTNet: Detecting Manipulated Faces Through Spatial, Steganalysis and Temporal Features. ICASSP (2020)
Wenqian Dong, Zhen Xie, Gokcen Kestor, Dong Li
Smart-PGSim: Using Neural Network to Accelerate AC-OPF Power Grid Simulation. CoRR (2020)
Wenqian Dong, Jie Liu, Zhen Xie, Dong Li
Adaptive neural network-based approximation to accelerate eulerian fluid simulation. SC (2019)
Zhen Xie, Guangming Tan, Weifeng Liu, Ninghui Sun
IA-SpGEMM: an input-aware auto-tuning framework for parallel sparse matrix-matrix multiplication. ICS (2019)
Lei Wei, Ye Yuan, Tao Hu, Shuailin Li, Tianrun Cheng, Jinzhi Lei, Zhen Xie, Michael Q. Zhang, Xiaowo Wang
Regulation by competition: a hidden layer of gene regulatory network. Quant. Biol. 7 (2) (2019)
Jie Wang, Zhigang Li, Rui Jiang, Zhen Xie
Instance Segmentation of Anatomical Structures in Chest Radiographs. CBMS (2019)
Yuqi Han, Zhen Xie, Yali Zang, Shuaitong Zhang, Dongsheng Gu, Jingwei Wei, Chao Li, Hongyan Chen, Jiang Du, Di Dong, Jie Tian, Dabiao Zhou
Non-invasive genotype prediction of chromosome 1p/19q co-deletion by development and validation of an MRI-based radiomics signature in lower-grade gliomas. Medical Imaging: Computer-Aided Diagnosis (2019)
Jianyuan Guo, Zhen Xie, Yong Qin, Limin Jia, Yaguan Wang
Short-Term Abnormal Passenger Flow Prediction Based on the Fusion of SVR and LSTM. IEEE Access 7 (2019)
Jie Wang, Hairong Lv, Rui Jiang, Zhen Xie
Rule-Based Method to Develop Question-Answer Dataset from Chest X-Ray Reports. CBMS (2019)
Zetao Jiang, Zhen Xie, Qi Wang, Wenhui Zhang
一种基于屏蔽码的ABAC静态策略冲突与冗余检测算法 (ABAC Static Policy Conflict and Redundancy Detection Algorithm Based on Mask Key). 计算机科学 45 (2) (2018)
Yan Wang, Zhehao Zhu, Yumiao Chen, Zhen Xie
Affective Design for Operating Microscope Based on Kansei Engineering. ISCID (1) (2018)
Zhen Xie, Zhendong Xu, Xing Zhang, Shuying Yang, Lingxiang Wang
Improved Power Pulsation Suppression of DFIG for Wind Shear and Tower Shadow Effects. IEEE Trans. Ind. Electron. 64 (5) (2017)
Jianhua Zhang, Zhen Xie, Junhao Xiao, Shengyong Chen, Jianwei Zhang
Objectness ranking by uniform Bayesian model with multimodal and global cues. IET Comput. Vis. 10 (7) (2016)
Zhen Xie, Sencun Zhu, Qing Li, Wenjing Wang
You can promote, but you can't hide: large-scale abused app detection in mobile app stores. ACSAC (2016)
Leilei Guo, Xing Zhang, Shuying Yang, Zhen Xie, Renxian Cao
A Model Predictive Control-Based Common-Mode Voltage Suppression Strategy for Voltage-Source Inverter. IEEE Trans. Ind. Electron. 63 (10) (2016)
Ye Yuan, Xinying Ren, Zhen Xie, Xiaowo Wang
A quantitative understanding of microRNA-mediated competing endogenous RNA regulation. Quant. Biol. 4 (1) (2016)
Zhen Xie, Zheng Cao, Zhan Wang, Dawei Zang, En Shao, Ninghui Sun
Modeling Traffic of Big Data Platform for Large Scale Datacenter Networks. ICPADS (2016)
Qiang Gao, Yijie Zou, Jianhua Zhang, Sheng Liu, Zhen Xie, Shengyong Chen
Missile vision guidance based-on adaptive image filtering. ICIA (2015)
Zhen Xie, Junbiao Dai
Meeting report on Synthetic Biology Young Scholar Forum. Quant. Biol. 3 (4) (2015)
Qing Bu, Fuhua Wan, Zhen Xie, Qinhu Ren, Jianhua Zhang, Sheng Liu
General simulation platform for vision based UAV testing. ICIA (2015)
Zhen Xie, Fuhua Wan, Qing Bu, Xiaolong Zhou, Jianhua Zhang, Shengyong Chen
Aerial sequential frame decimation for scene reconstruction. ICIA (2015)
Zhen Xie, Sencun Zhu
AppWatcher: unveiling the underground market of trading mobile app reviews. WISEC (2015)
Yujian Feng, Jianhua Zhang, Qinhu Ren, Zhen Xie, Sheng Liu, Shengyong Chen
Landmark selection and matching for aiding lunar surface navigation. ICIA (2015)
Shuying Yang, Pengpeng Cao, Liuchen Chang, Zhen Xie, Xing Zhang
Droop control based stabilizing method for V/f PWM inverter fed induction motor drive system. CCECE (2015)
Zhen Xie, Xuguang Zhang, Xing Zhang, Shuying Yang, Lingxiang Wang
Improved Ride-Through Control of DFIG During Grid Voltage Swell. IEEE Trans. Ind. Electron. 62 (6) (2015)
Zhen Xie, Yang Zhang, Longxing Shi
A method for estimating the 3D rendering performance of the SoC in the early design stage. IEICE Electron. Express 11 (11) (2014)
Fei Xiao, Guorun Yang, Xuexin Fan, Zhen Xie, Ruitian Wang, Xiaotao Han
Design of an isolated medium-frequency medium-voltage high-power three-level H-bridge DC/DC converter. I2MTC (2014)
Zhen Xie, Sencun Zhu
GroupTie: toward hidden collusion group discovery in app stores. WISEC (2014)
Xiaolong Zhou, Yazhe Tang, Jianyu Yang, Zhen Xie, Shengyong Chen
Penalized Gaussian mixture probability hypothesis density tracker with multi-feature fusion. ROBIO (2014)
Zhen Xie
Quantitative biology: from genes, cells to networks. Quant. Biol. 2 (4) (2014)
Zhen Xie, Yang Zhang, Jun Yang, Longxing Shi
An improved memory system simulator based on DRAMSim2. IEICE Electron. Express 11 (14) (2014)
Yi-Ying Lee, Chih-Yuan Hsu, Ling-Jiun Lin, Chih-Chun Chang, Hsiao-Chun Cheng, Tsung-Hsien Yeh, Rei-Hsing Hu, Che Lin, Zhen Xie, Bor-Sen Chen
Systematic design methodology for robust genetic transistors based on I/O specifications via promoter-RBS libraries. BMC Syst. Biol. 7 (2013)
Mine Altunay, Sven Leyffer, Jeffrey T. Linderoth, Zhen Xie
Optimal response to attacks on the open science grid. Comput. Networks 55 (1) (2011)
Zhen Xie, Yeli Geng, Jingping Bi
STTM: Similarity Transitivity Chain Based Trust Model in P2P Environment. ICC (2010)
Zhen Xie, Jingping Bi
PeerStrategy: A Local Strategy for Peers to Evaluate Their Neighbors. GCC (2008)
C. Cioffi, S. Eckmann, M. Girone, J. Hrivnac, D. Malon, H. Schmuecker, A. Vaniachine, J. Wojcieszuk, Zhen Xie
POOL File Catalog, Collection and Metadata Components CoRR (2003)