Jian Meng

Orcid: 0009-0009-3127-2424

According to our database1, Jian Meng authored at least 74 papers between 2003 and 2024.

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Bibliography

2024
XGrad: Boosting Gradient-Based Optimizers With Weight Prediction.
IEEE Trans. Pattern Anal. Mach. Intell., October, 2024

MACC-SRAM: A Multistep Accumulation Capacitor-Coupling In-Memory Computing SRAM Macro for Deep Convolutional Neural Networks.
IEEE J. Solid State Circuits, June, 2024

Energy-Efficient Neuromorphic Architectures for Nuclear Radiation Detection Applications.
Sensors, April, 2024

H1-conforming virtual element method for the Laplacian eigenvalue problem in mixed form.
J. Comput. Appl. Math., January, 2024

Torch2Chip: An End-to-end Customizable Deep Neural Network Compression and Deployment Toolkit for Prototype Hardware Accelerator Design.
Proceedings of the Seventh Annual Conference on Machine Learning and Systems, 2024

BBS: Bi-Directional Bit-Level Sparsity for Deep Learning Acceleration.
Proceedings of the 57th IEEE/ACM International Symposium on Microarchitecture, 2024

A 28nm Scalable and Flexible Accelerator for Sparse Transformer Models.
Proceedings of the 29th ACM/IEEE International Symposium on Low Power Electronics and Design, 2024

Spiking Neural Network with Learnable Threshold for Event-based Classification and Object Detection.
Proceedings of the International Joint Conference on Neural Networks, 2024

IM-SNN: Memory-Efficient Spiking Neural Network with Low-Precision Membrane Potentials and Weights.
Proceedings of the International Conference on Neuromorphic Systems, 2024

POCA: Post-training Quantization with Temporal Alignment for Codec Avatars.
Proceedings of the Computer Vision - ECCV 2024, 2024

2023
Vehicle Detection in Multisource Remote Sensing Images Based on Edge-Preserving Super-Resolution Reconstruction.
Remote. Sens., September, 2023

Discontinuous Galerkin Method for the Interior Transmission Eigenvalue Problem in Inverse Scattering Theory.
J. Sci. Comput., September, 2023

Algorithm-hardware Co-optimization for Energy-efficient Drone Detection on Resource-constrained FPGA.
ACM Trans. Reconfigurable Technol. Syst., June, 2023

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., March, 2023

Stability and Interpolation Properties for Stokes-Like Virtual Element Spaces.
J. Sci. Comput., February, 2023

A 28-nm 8-bit Floating-Point Tensor Core-Based Programmable CNN Training Processor With Dynamic Structured Sparsity.
IEEE J. Solid State Circuits, 2023

Slimmed Asymmetrical Contrastive Learning and Cross Distillation for Lightweight Model Training.
Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

Deep Learning for Channel Estimation and Security Detection in Wireless Communication Systems.
Proceedings of the 7th International Conference on High Performance Compilation, 2023

PRIVE: Efficient RRAM Programming with Chip Verification for RRAM-based In-Memory Computing Acceleration.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2023

Lexical Entrainment in Bilingual Language Use.
Proceedings of the 45th Annual Meeting of the Cognitive Science Society, 2023

2022
Hybrid RRAM/SRAM in-Memory Computing for Robust DNN Acceleration.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Temperature-Resilient RRAM-Based In-Memory Computing for DNN Inference.
IEEE Micro, 2022

A lowest-order free-stabilization Virtual Element Method for the Laplacian eigenvalue problem.
J. Comput. Appl. Math., 2022

The optimal order convergence for the lowest order mixed finite element method of the biharmonic eigenvalue problem.
J. Comput. Appl. Math., 2022

Reversible data hiding with enhancing contrast and preserving brightness in medical image.
J. Inf. Secur. Appl., 2022

Improving DNN Hardware Accuracy by In-Memory Computing Noise Injection.
IEEE Des. Test, 2022

Interpolation and stability estimates for edge and face virtual elements of general order.
CoRR, 2022

Get More at Once: Alternating Sparse Training with Gradient Correction.
Proceedings of the Advances in Neural Information Processing Systems 35: Annual Conference on Neural Information Processing Systems 2022, 2022

Sparse and Robust RRAM-based Efficient In-memory Computing for DNN Inference.
Proceedings of the IEEE International Reliability Physics Symposium, 2022

A 28nm 8-bit Floating-Point Tensor Core based CNN Training Processor with Dynamic Activation/Weight Sparsification.
Proceedings of the 48th IEEE European Solid State Circuits Conference, 2022

XST: A Crossbar Column-wise Sparse Training for Efficient Continual Learning.
Proceedings of the 2022 Design, Automation & Test in Europe Conference & Exhibition, 2022

XMA: a crossbar-aware multi-task adaption framework via shift-based mask learning method.
Proceedings of the DAC '22: 59th ACM/IEEE Design Automation Conference, San Francisco, California, USA, July 10, 2022

Contrastive Dual Gating: Learning Sparse Features With Contrastive Learning.
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

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.
Proceedings of the IEEE Custom Integrated Circuits Conference, 2022

XBM: A Crossbar Column-wise Binary Mask Learning Method for Efficient Multiple Task Adaption.
Proceedings of the 27th Asia and South Pacific Design Automation Conference, 2022

Spatial-temporal Data Compression of Dynamic Vision Sensor Output with High Pixel-level Saliency using Low-precision Sparse Autoencoder.
Proceedings of the 56th Asilomar Conference on Signals, Systems, and Computers, ACSSC 2022, Pacific Grove, CA, USA, October 31, 2022

2021
Structured Pruning of RRAM Crossbars for Efficient In-Memory Computing Acceleration of Deep Neural Networks.
IEEE Trans. Circuits Syst. II Express Briefs, 2021

A C0 virtual element method for the biharmonic eigenvalue problem.
Int. J. Comput. Math., 2021

A Survey on the Optimization of Neural Network Accelerators for Micro-AI On-Device Inference.
IEEE J. Emerg. Sel. Topics Circuits Syst., 2021

User and Service Classification in Power Grid Management System based on Random Forest.
Proceedings of the WI-IAT '21: IEEE/WIC/ACM International Conference on Web Intelligence, Hybrid Event / Melbourne, VIC, Australia, December 14 - 17, 2021, 2021

Impact of Multilevel Retention Characteristics on RRAM based DNN Inference Engine.
Proceedings of the IEEE International Reliability Physics Symposium, 2021

Algorithm-Hardware Co-Optimization for Energy-Efficient Drone Detection on Resource-Constrained FPGA.
Proceedings of the International Conference on Field-Programmable Technology, 2021

FixyFPGA: Efficient FPGA Accelerator for Deep Neural Networks with High Element-Wise Sparsity and without External Memory Access.
Proceedings of the 31st International Conference on Field-Programmable Logic and Applications, 2021

Modeling and Optimization of SRAM-based In-Memory Computing Hardware Design.
Proceedings of the Design, Automation & Test in Europe Conference & Exhibition, 2021

2020
A linear virtual element method for the Kirchhoff plate buckling problem.
Appl. Math. Lett., 2020

Discontinuous Galerkin methods of the non-selfadjoint Steklov eigenvalue problem in inverse scattering.
Appl. Math. Comput., 2020

A mixed virtual element method for the vibration problem of clamped Kirchhoff plate.
Adv. Comput. Math., 2020

Compressing LSTM Networks with Hierarchical Coarse-Grain Sparsity.
Proceedings of the 21st Annual Conference of the International Speech Communication Association, 2020

Visual Compiler: Towards Translating Digital UI Design Draft to Front-End Code Automatically.
Proceedings of the Human Interface and the Management of Information. Interacting with Information, 2020

2016
Design and implementation of elastic buffer for Universal Serial Bus 3.0.
IEICE Electron. Express, 2016

2012
Insulator-metal transition driven by pressure and B-site disorder in double perovskite La2CoMnO6.
J. Comput. Chem., 2012

First-principle investigation of magnetic coupling mechanism in hypothesized A-site-ordered perovskite YMn<sub>3</sub>Sc<sub>4</sub>O<sub>12</sub>.
J. Comput. Chem., 2012

Adaptive energy-harvesting aware clustering routing protocol for Wireless Sensor Networks.
Proceedings of the 7th International Conference on Communications and Networking in China, 2012

2011
Theoretical insights on the electron doping and Curie temperature in La-doped Sr<sub>2</sub>CrWO<sub>6</sub>.
J. Comput. Chem., 2011

First-principles investigation of A-B intersite charge transfer and correlated electrical and magnetic properties in BiCu<sub>3</sub>Fe<sub>4</sub>O<sub>12</sub>.
J. Comput. Chem., 2011

Finite Element Analysis of Tractor Diesel Engine Connecting Rod.
Proceedings of the Advances in Computer Science, 2011

Finite Element Analysis of Marine Diesel Engine Crankshaft.
Proceedings of the Advances in Computer Science, 2011

Finite Element Analysis of Pump Diesel Engine Connecting Rod.
Proceedings of the Advances in Computer Science, 2011

Research on Opening Modular Experiment Teaching in Pyrology Elements Based on Network Resources.
Proceedings of the Advances in Computer Science, Environment, Ecoinformatics, and Education, 2011

2010
Phase stability and mechanical properties of rhenium borides by first-principles calculations.
J. Comput. Chem., 2010

Half metallic properties of LaSrVMoO<sub>6</sub>.
J. Comput. Chem., 2010

2009
First principles investigation on the ultra-incompressible and hard TaN.
J. Comput. Chem., 2009

2007
A Geometric Theory for Analysis and Synthesis of Sub-6 DoF Parallel Manipulators.
IEEE Trans. Robotics, 2007

EIRS: An Intelligent E-Commerce Application System for Small Retailers in China.
Proceedings of the Research and Practical Issues of Enterprise Information Systems II, 2007

Accuracy Analysis of General Parallel Manipulators with Joint Clearance.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

Assembly Problem of Overconstrained and Clearance-free Parallel Manipulators.
Proceedings of the 2007 IEEE International Conference on Robotics and Automation, 2007

2006
Design of Chinese Word Segmentation System Based on Improved Chinese Converse Dictionary and Reverse Maximum Matching Algorithm.
Proceedings of the Web Information Systems - WISE 2006 Workshops, 2006

Finite Motion Validation for Parallel Manipulators: A Differential Geometry Approach.
Proceedings of the 2006 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2006

2005
Lie theoretical approach to synthesizing T(3) parallel kinematic manipulators.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

A general approach for accuracy analysis of parallel manipulators with joint clearance.
Proceedings of the 2005 IEEE/RSJ International Conference on Intelligent Robots and Systems, 2005

A Geometric Theory for Synthesis and Analysis of Sub-6 DoF Serial Manipulator Subchains.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

A Geometric Theory for Synthesis and Analysis of Sub-6 DoF Parallel Manipulators.
Proceedings of the 2005 IEEE International Conference on Robotics and Automation, 2005

2003
Kinematic synthesis of parallel manipulators: a Lie theoretic approach.
Proceedings of the 2003 IEEE/RSJ International Conference on Intelligent Robots and Systems, Las Vegas, Nevada, USA, October 27, 2003

Auto-calibration for a parallel manipulator with sensor redundancy.
Proceedings of the 2003 IEEE International Conference on Robotics and Automation, 2003


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