Jian Meng

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 47

Top Topics

Inference Engine

Top Venues

J. Comput. Appl. Math.

Publications

Jian Meng, Yuan Liao, Anupreetham Anupreetham, Ahmed Hassan, Shixing Yu, Han-Sok Suh, Xiaofeng Hu, Jae-sun Seo
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design. CoRR (2024)
Jian Meng, Liquan Mei, Mingfa Fei
H1-conforming virtual element method for the Laplacian eigenvalue problem in mixed form. J. Comput. Appl. Math. 436 (2024)
Jorge I. Canales-Verdial, Jamison R. Wagner, Landon Schmucker, Mark L. Wetzel, Philippe Proctor, Merlin Carson, Jian Meng, Nathan J. Withers, Charles Thomas Harris, John J. Nogan, Denise B. Webb, Adam Alexander Hecht, Christof Teuscher, Marek Osinski, Payman Zarkesh-Ha
Energy-Efficient Neuromorphic Architectures for Nuclear Radiation Detection Applications. Sensors 24 (7) (2024)
Bo Zhang, Jyotishman Saikia, Jian Meng, Dewei Wang, Soonwan Kwon, Sungmeen Myung, Hyunsoo Kim, Sang Joon Kim, Jae-Sun Seo, Mingoo Seok
MACC-SRAM: A Multistep Accumulation Capacitor-Coupling In-Memory Computing SRAM Macro for Deep Convolutional Neural Networks. IEEE J. Solid State Circuits 59 (6) (2024)
Jian Meng, Yuan Liao, Anupreetham Anupreetham, Ahmed Hassan, Shixing Yu, Han-Sok Suh, Xiaofeng Hu, Jae-sun Seo
Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design. MLSys (2024)
Wangxin He, Jian Meng, Sujan Kumar Gonugondla, Shimeng Yu, Naresh R. Shanbhag, Jae-sun Seo
PRIVE: Efficient RRAM Programming with Chip Verification for RRAM-based In-Memory Computing Acceleration. DATE (2023)
Lei Guan, Dongsheng Li, Jian Meng, Yanqi Shi
XGrad: Boosting Gradient-Based Optimizers With Weight Prediction. CoRR (2023)
Han-Sok Suh, Jian Meng, Ty Nguyen, Vijay Kumar, Yu Cao, Jae-Sun Seo
Algorithm-hardware Co-optimization for Energy-efficient Drone Detection on Resource-constrained FPGA. ACM Trans. Reconfigurable Technol. Syst. 16 (2) (2023)
Jian Meng, Li Yang, Kyungmin Lee, Jinwoo Shin, Deliang Fan, Jae-sun Seo
Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training. NeurIPS (2023)
Jian Meng, Lourenço Beirão da Veiga, Lorenzo Mascotto
Stability and Interpolation Properties for Stokes-Like Virtual Element Spaces. J. Sci. Comput. 94 (3) (2023)
Hong Zhu, Jiaqi Yao, Jian Meng, Chengling Cui, Mengyao Wang, Runlu Yang
A Method to Construct an Environmental Vulnerability Model Based on Multi-Source Data to Evaluate the Hazard of Short-Term Precipitation-Induced Flooding. Remote. Sens. 15 (6) (2023)
Jun Wu, Jian Meng, Chen Chen, Yushun Li, Mingfeng Liu, Xinghan Pan
Deep Learning for Channel Estimation and Security Detection in Wireless Communication Systems. HP3C (2023)
Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-Sun Seo
A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity. IEEE J. Solid State Circuits 58 (7) (2023)
Jian Meng
Discontinuous Galerkin Method for the Interior Transmission Eigenvalue Problem in Inverse Scattering Theory. J. Sci. Comput. 96 (3) (2023)
Hong Zhu, Yanan Lv, Jian Meng, Yuxuan Liu, Liuru Hu, Jiaqi Yao, Xionghanxuan Lu
Vehicle Detection in Multisource Remote Sensing Images Based on Edge-Preserving Super-Resolution Reconstruction. Remote. Sens. 15 (17) (2023)
Yongjia Song, Kathlyn Canales, Yuting Gu, Jiachen Jin, Jian Meng, Yiqun Zhang, Judith F. Kroll, Gregory Scontras
Lexical Entrainment in Bilingual Language Use. CogSci (2023)
Ahmed Hasssan, Jian Meng, Yu Cao, Jae-sun Seo
Spatial-temporal Data Compression of Dynamic Vision Sensor Output with High Pixel-level Saliency using Low-precision Sparse Autoencoder. IEEECONF (2022)
Jian Meng, Xue Wang, Linlin Bu, Liquan Mei
A lowest-order free-stabilization Virtual Element Method for the Laplacian eigenvalue problem. J. Comput. Appl. Math. 410 (2022)
Sai Kiran Cherupally, Jian Meng, Adnan Siraj Rakin, Shihui Yin, Mingoo Seok, Deliang Fan, Jae-Sun Seo
Improving DNN Hardware Accuracy by In-Memory Computing Noise Injection. IEEE Des. Test 39 (4) (2022)
Fan Zhang, Li Yang, Jian Meng, Yu Kevin Cao, Jae-sun Seo, Deliang Fan
XBM: A Crossbar Column-wise Binary Mask Learning Method for Efficient Multiple Task Adaption. ASP-DAC (2022)
Jian Meng, Li Yang, Jinwoo Shin, Deliang Fan, Jae-Sun Seo
Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning. CVPR (2022)
Ming Shi, Yang Yang, Jian Meng, Weiming Zhang
Reversible data hiding with enhancing contrast and preserving brightness in medical image. J. Inf. Secur. Appl. 70 (2022)
Jian Meng, Injune Yeo, Wonbo Shim, Li Yang, Deliang Fan, Shimeng Yu, Jae-Sun Seo
Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference. IRPS (2022)
L. Beirão da Veiga, Lorenzo Mascotto, Jian Meng
Stability and interpolation properties for Stokes-like virtual element spaces. CoRR (2022)
Jian Meng, Liquan Mei
The optimal order convergence for the lowest order mixed finite element method of the biharmonic eigenvalue problem. J. Comput. Appl. Math. 402 (2022)
Bo Zhang, Jyotishman Saikia, Jian Meng, Dewei Wang, Soonwan Kwon, Sungmeen Myung, Hyunsoo Kim, Sang Joon Kim, Jae-sun Seo, Mingoo Seok
A 177 TOPS/W, Capacitor-based In-Memory Computing SRAM Macro with Stepwise-Charging/Discharging DACs and Sparsity-Optimized Bitcells for 4-Bit Deep Convolutional Neural Networks. CICC (2022)
Fan Zhang, Li Yang, Jian Meng, Jae-sun Seo, Yu Kevin Cao, Deliang Fan
XMA: a crossbar-aware multi-task adaption framework via shift-based mask learning method. DAC (2022)
Lourenço Beirão da Veiga, Lorenzo Mascotto, Jian Meng
Interpolation and stability estimates for edge and face virtual elements of general order. CoRR (2022)
Jian Meng, Wonbo Shim, Li Yang, Injune Yeo, Deliang Fan, Shimeng Yu, Jae-sun Seo
Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference. IEEE Micro 42 (1) (2022)
Fan Zhang, Li Yang, Jian Meng, Jae-Sun Seo, Yu Cao, Deliang Fan
XST: A Crossbar Column-wise Sparse Training for Efficient Continual Learning. DATE (2022)
Gokul Krishnan, Zhenyu Wang, Injune Yeo, Li Yang, Jian Meng, Maximilian Liehr, Rajiv V. Joshi, Nathaniel C. Cady, Deliang Fan, Jae-Sun Seo, Yu Cao
Hybrid RRAM/SRAM in-Memory Computing for Robust DNN Acceleration. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (11) (2022)
Shreyas Kolala Venkataramanaiah, Jian Meng, Han-Sok Suh, Injune Yeo, Jyotishman Saikia, Sai Kiran Cherupally, Yichi Zhang, Zhiru Zhang, Jae-sun Seo
A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification. ESSCIRC (2022)
Li Yang, Jian Meng, Jae-sun Seo, Deliang Fan
Get More at Once: Alternating Sparse Training with Gradient Correction. NeurIPS (2022)
Jyotishman Saikia, Shihui Yin, Sai Kiran Cherupally, Bo Zhang, Jian Meng, Mingoo Seok, Jae-Sun Seo
Modeling and Optimization of SRAM-based In-Memory Computing Hardware Design. DATE (2021)
Arnab Neelim Mazumder, Jian Meng, Hasib-Al-Rashid, Utteja Kallakuri, Xin Zhang, Jae-Sun Seo, Tinoosh Mohsenin
A Survey on the Optimization of Neural Network Accelerators for Micro-AI On-Device Inference. IEEE J. Emerg. Sel. Topics Circuits Syst. 11 (4) (2021)
Jian Meng, Li Yang, Xiaochen Peng, Shimeng Yu, Deliang Fan, Jae-Sun Seo
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks. IEEE Trans. Circuits Syst. II Express Briefs 68 (5) (2021)
Yansheng Qu, Xingfang Cheng, Yunxiao Wang, Hua Sheng, Wenbin Zhang, Lu Hou, Jian Meng, Xie Wang
User and Service Classification in Power Grid Management System based on Random Forest. WI/IAT (Workshop/Special Session) (2021)
Wonbo Shim, Jian Meng, Xiaochen Peng, Jae-sun Seo, Shimeng Yu
Impact of Multilevel Retention Characteristics on RRAM based DNN Inference Engine. IRPS (2021)
Jian Meng, Liquan Mei
A C0 virtual element method for the biharmonic eigenvalue problem. Int. J. Comput. Math. 98 (9) (2021)
Han-Sok Suh, Jian Meng, Ty Nguyen, Shreyas K. Venkataramanaiah, Vijay Kumar, Yu Cao, Jae-sun Seo
Algorithm-Hardware Co-Optimization for Energy-Efficient Drone Detection on Resource-Constrained FPGA. FPT (2021)
Jian Meng, Shreyas Kolala Venkataramanaiah, Chuteng Zhou, Patrick Hansen, Paul N. Whatmough, Jae-sun Seo
FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access. FPL (2021)
Jian Meng, Liquan Mei
A linear virtual element method for the Kirchhoff plate buckling problem. Appl. Math. Lett. 103 (2020)
Jian Meng, Liquan Mei
Discontinuous Galerkin methods of the non-selfadjoint Steklov eigenvalue problem in inverse scattering. Appl. Math. Comput. 381 (2020)
Deepak Kadetotad, Jian Meng, Visar Berisha, Chaitali Chakrabarti, Jae-sun Seo
Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity. INTERSPEECH (2020)
Jian Meng, Liquan Mei
A mixed virtual element method for the vibration problem of clamped Kirchhoff plate. Adv. Comput. Math. 46 (5) (2020)
Jiemao Pan, Xiang Chen, Ting Chen, Bin Tang, Junbiao Yang, Yuhong Chen, Yixiong Lin, Chao Xiao, Jian Meng
Visual Compiler: Towards Translating Digital UI Design Draft to Front-End Code Automatically. HCI (5) (2020)
Hong Chang, Te Peng, Daoming Ke, Tailong Xu, Jian Meng
Design and implementation of elastic buffer for Universal Serial Bus 3.0. IEICE Electron. Express 13 (5) (2016)
Shuhui Lv, Xiaojuan Liu, Hongping Li, Lin Han, Zhongchang Wang, Jian Meng
Insulator-metal transition driven by pressure and B-site disorder in double perovskite La2CoMnO6. J. Comput. Chem. 33 (16) (2012)
Hongping Li, Shuhui Lv, Yijia Bai, Yanjie Xia, Xiaojuan Liu, Jian Meng
. J. Comput. Chem. 33 (1) (2012)
Jian Meng, Xuedan Zhang, Yuhan Dong, Xiaokang Lin
Adaptive energy-harvesting aware clustering routing protocol for Wireless Sensor Networks. CHINACOM (2012)
Jing Wang, Jian Meng, Zhijian Wu
. J. Comput. Chem. 32 (15) (2011)
Bin Zheng, Yongqi Liu, Ruixiang Liu, Jian Meng
Finite Element Analysis of Pump Diesel Engine Connecting Rod. CSISE (1) (2011)
Bin Zheng, Yongqi Liu, Ruixiang Liu, Jian Meng
Research on Opening Modular Experiment Teaching in Pyrology Elements Based on Network Resources. CSEE (5) (2011)
Bin Zheng, Yongqi Liu, Ruixiang Liu, Jian Meng
Finite Element Analysis of Tractor Diesel Engine Connecting Rod. CSISE (2) (2011)
Hongping Li, Shuhui Lv, Xiaojuan Liu, Jian Meng
. J. Comput. Chem. 32 (7) (2011)
Bin Zheng, Yongqi Liu, Ruixiang Liu, Jian Meng
Finite Element Analysis of Marine Diesel Engine Crankshaft. CSISE (1) (2011)
Erjun Zhao, Jinping Wang, Jian Meng, Zhijian Wu
Phase stability and mechanical properties of rhenium borides by first-principles calculations. J. Comput. Chem. 31 (9) (2010)
Weiyu Song, Jing Wang, Jian Meng, Zhijian Wu
. J. Comput. Chem. 31 (9) (2010)
Erjun Zhao, Bo Hong, Jian Meng, Zhijian Wu
First principles investigation on the ultra-incompressible and hard TaN. J. Comput. Chem. 30 (14) (2009)
Jian Meng, Dongjun Zhang, Tinghua Zhang, Hong Wang, Zexiang Li
Accuracy Analysis of General Parallel Manipulators with Joint Clearance. ICRA (2007)
Liyi Zhang, Yan Tang, Jian Meng
EIRS: An Intelligent E-Commerce Application System for Small Retailers in China. CONFENIS (2) (2007)
Jian Meng, Dongjun Zhang, Zexiang Li
Assembly Problem of Overconstrained and Clearance-free Parallel Manipulators. ICRA (2007)
Jian Meng, Guanfeng Liu, Zexiang Li
A Geometric Theory for Analysis and Synthesis of Sub-6 DoF Parallel Manipulators. IEEE Trans. Robotics 23 (4) (2007)
Liyi Zhang, Yazi Li, Jian Meng
Design of Chinese Word Segmentation System Based on Improved Chinese Converse Dictionary and Reverse Maximum Matching Algorithm. WISE Workshops (2006)
Yuanqing Wu, Han Ding, Jian Meng, Zexiang Li
Finite Motion Validation for Parallel Manipulators: A Differential Geometry Approach. IROS (2006)
Jian Meng, Guanfeng Liu, Zexiang Li
A Geometric Theory for Synthesis and Analysis of Sub-6 DoF Serial Manipulator Subchains. ICRA (2005)
Jian Meng, Zexiang Li
A general approach for accuracy analysis of parallel manipulators with joint clearance. IROS (2005)
Yuanqing Wu, Han Ding, Jian Meng, Zexiang Li
Lie theoretical approach to synthesizing T(3) parallel kinematic manipulators. IROS (2005)
Jian Meng, Guanfeng Liu, Zexiang Li
A Geometric Theory for Synthesis and Analysis of Sub-6 DoF Parallel Manipulators. ICRA (2005)
Guanfeng Liu, Jian Meng, Jijie Xu, Zexiang Li
Kinematic synthesis of parallel manipulators: a Lie theoretic approach. IROS (2003)