Yi Kang

Publication Activity (10 Years)

Years Active: 1998-2024
Publications (10 Years): 72

Top Topics

Object Detection

Design Space Exploration

Autonomous Driving

Top Venues

ACM Trans. Design Autom. Electr. Syst.

Publications

Bo Yang, Qi Xu, Hao Geng, Song Chen, Bei Yu, Yi Kang
Floorplanning with Edge-aware Graph Attention Network and Hindsight Experience Replay. ACM Trans. Design Autom. Electr. Syst. 29 (3) (2024)
Shuai Wang, Yuang Ma, Yi Kang
AFT-CIM: An Energy Efficient ADC-Free Transpose Computing-in-Memory Macro for MAC Operations. ISCAS (2024)
Ke Hu, Tongbo Cao, Yuan Li, Song Chen, Yi Kang
DALDet: Depth-Aware Learning Based Object Detection for Autonomous Driving. AAAI (2024)
Junpeng Wang, Mengke Ge, Bo Ding, Qi Xu, Song Chen, Yi Kang
NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators With 3-D Stacked-DRAM. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 43 (5) (2024)
Wendi Sun, Wenhao Sun, Yifan Wang, Yi Kang, Song Chen
Communication Minimized Model-Architecture Co-design for Efficient Convolution Acceleration. ACM Great Lakes Symposium on VLSI (2024)
Jie Tang, Shuai Wang, Song Chen, Yi Kang
DP-FFN: Block-Based Dynamic Pooling for Accelerating Feed-Forward Layers in Transformers. ISCAS (2024)
Mengke Ge, Junpeng Wang, Binhan Chen, Yingjian Zhong, Haitao Du, Song Chen, Yi Kang
Allspark: Workload Orchestration for Visual Transformers on Processing In-Memory Systems. CoRR (2024)
Bo Yang, Qi Xu, Hao Geng, Song Chen, Yi Kang
Miracle: Multi-Action Reinforcement Learning-Based Chip Floorplanning Reasoner. DATE (2024)
Yuxuan Yang, Zihao Xuan, Yi Kang
TQ-TTFS: High-Accuracy and Energy-Efficient Spiking Neural Networks Using Temporal Quantization Time-to-First-Spike Neuron. ASPDAC (2024)
Wenhao Sun, Zhiwei Zou, Deng Liu, Wendi Sun, Song Chen, Yi Kang
Bit-Balance: Model-Hardware Codesign for Accelerating NNs by Exploiting Bit-Level Sparsity. IEEE Trans. Computers 73 (1) (2024)
Haitao Du, Yuhan Qin, Song Chen, Yi Kang
FASA-DRAM: Reducing DRAM Latency with Destructive Activation and Delayed Restoration. ACM Trans. Archit. Code Optim. 21 (2) (2024)
Yazhuo Guo, Yuhan Qin, Song Chen, Yi Kang
SPVT: Spiked Pyramid Vision Transformer. AICAS (2024)
Yongtian Bi, Qi Xu, Hao Geng, Song Chen, Yi Kang
VNCS: Adversarial Defense and Device Variation-tolerance in Memristive Crossbar-based Neuromorphic Computing Systems. ACM Trans. Design Autom. Electr. Syst. 29 (1) (2024)
Yuhan Qin, Yulong Meng, Haitao Du, Yazhuo Guo, Yi Kang
MSCA: Model-Driven Search for Optimal Configuration for SpMM Accelerators. AICAS (2024)
Qi Xu, Lijie Wang, Jing Wang, Lin Cheng, Song Chen, Yi Kang
Graph Attention-Based Symmetry Constraint Extraction for Analog Circuits. IEEE Trans. Circuits Syst. I Regul. Pap. 71 (8) (2024)
Bing Li, Wendi Sun, Xiaobing Ni, Kaixuan He, Qi Xu, Song Chen, Yi Kang
Parallel Multi-Objective Bayesian Optimization Framework for CGRA Microarchitecture. DATE (2024)
Song Wang, Bing Yu, Wenwu Xiao, Fujun Bai, Xiaodong Long, Liang Bai, Xuerong Jia, Fengguo Zuo, Jie Tan, Yixin Guo, Peng Sun, Jun Zhou, Qiong Zhan, Sheng Hu, Yu Zhou, Yi Kang, Qiwei Ren, Xiping Jiang
A 135 GBps/Gbit 0.66 pJ/bit Stacked Embedded DRAM with Multilayer Arrays by Fine Pitch Hybrid Bonding and Mini-TSV. VLSI Technology and Circuits (2023)
Yi Kang, Ke Liu, Zhiyuan Cao, Jiacai Zhang
Self-Supervised Node Classification with Strategy and Actively Selected Labeled Set. Entropy 25 (1) (2023)
Junpeng Wang, Haitao Du, Bo Ding, Qi Xu, Song Chen, Yi Kang
DDAM: Data Distribution-Aware Mapping of CNNs on Processing-In-Memory Systems. ACM Trans. Design Autom. Electr. Syst. 28 (3) (2023)
Wenbing Fang, Zihao Xuan, Song Chen, Yi Kang
An 1.38nJ/Inference Clock-Free Mixed-Signal Neuromorphic Architecture Using ReL-PSP Function and Computing-in-Memory. BioCAS (2023)
Yuchao Zhang, Zihao Xuan, Yi Kang
A 28nm 15.09nJ/inference Neuromorphic Processor with SRAM-Based Charge Domain in-Memory-Computing. ASICON (2023)
Xiaobing Ni, Mengke Ge, Yongjin Tao, Wendi Sun, Feixiang Duan, Xuefei Bai, Qi Xu, Song Chen, Yi Kang
BusMap: Application Mapping With Bus Routing for Coarse-Grained Reconfigurable Array. IEEE Trans. Circuits Syst. II Express Briefs 70 (8) (2023)
Qi Xu, Lijie Wang, Jing Wang, Song Chen, Lin Cheng, Yi Kang
Graph Attention-Based Symmetry Constraint Extraction for Analog Circuits. CoRR (2023)
Yue Zhang, Shuai Wang, Yi Kang
MF-DSNN:An Energy-efficient High-performance Multiplication-free Deep Spiking Neural Network Accelerator. AICAS (2023)
Bo Ding, Jinglei Huang, Qi Xu, Junpeng Wang, Song Chen, Yi Kang
Memory-aware Partitioning, Scheduling, and Floorplanning for Partially Dynamically Reconfigurable Systems. ACM Trans. Design Autom. Electr. Syst. 28 (1) (2023)
Yi Kang, Saima Kanwal, Baolin Liu, Dawei Zhang
Ghost key distribution under mutual authentication mechanism. Inf. Sci. 640 (2023)
Bin Zhang, Haitao Du, Song Chen, Yi Kang
GGPA: A General Graph Processing Architecture with Flexible Execution Paradigm. CF (2023)
Zihao Xuan, Song Chen, Yi Kang
AiDAC: A Low-Cost In-Memory Computing Architecture with All-Analog Multi-Bit Compute and Interconnect. CoRR (2023)
Chunhui Wu, Wenbing Fang, Yi Kang
HNSG - A SNN Training Method Ultilizing Hidden Network. AICAS (2023)
Yongtian Bi, Qi Xu, Hao Geng, Song Chen, Yi Kang
Resist: Robust Network Training for Memristive Crossbar-Based Neuromorphic Computing Systems. IEEE Trans. Circuits Syst. II Express Briefs 70 (6) (2023)
Bo Ding, Jinglei Huang, Junpeng Wang, Qi Xu, Song Chen, Yi Kang
Task Modules Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems with Heterogeneous Resources. ACM Trans. Design Autom. Electr. Syst. 28 (6) (2023)
Yi Kang, Leihong Zhang, Hualong Ye, Baolin Liu, Shengli Pu, Dawei Zhang, Songlin Zhuang
Visual cryptography based on ghost imaging and Hadamard transform. Quantum Inf. Process. 22 (2) (2023)
Zihao Xuan, Chang Liu, Yue Zhang, Yuan Li, Yi Kang
A Brain-Inspired ADC-Free SRAM-Based In-Memory Computing Macro With High-Precision MAC for AI Application. IEEE Trans. Circuits Syst. II Express Briefs 70 (4) (2023)
Zetao Guo, Junpeng Wang, Song Chen, Yi Kang
A Lightweight Stereo Matching Neural Network Based on Depthwise Separable Convolution. ICTA (2023)
Wenhao Sun, Wendi Sun, Song Chen, Yi Kang
IOPS: An Unified SpMM Accelerator Based on Inner-Outer-Hybrid Product. CoRR (2023)
Junyan Sun, Xuefei Bai, Yi Kang
An FPGA-Based Efficient NTT Accelerator for Post-Quantum Cryptography CRYSTALS-Kyber. ICTA (2023)
Junpeng Wang, Mengke Ge, Bo Ding, Qi Xu, Song Chen, Yi Kang
NicePIM: Design Space Exploration for Processing-In-Memory DNN Accelerators with 3D-Stacked-DRAM. CoRR (2023)
Xiaobing Ni, Jiaheng Ruan, Mengke Ge, Wendi Sun, Song Chen, Yi Kang
BandMap: Application Mapping with Bandwidth Allocation forCoarse-Grained Reconfigurable Array. CoRR (2023)
Haohan Zhang, Song Cheng, Yi Kang
FlsGraph: A Parallel Architecture for Large-scale Graph Processing. ASICON (2023)
Qi Xu, Junpeng Wang, Bo Yuan, Qi Sun, Song Chen, Bei Yu, Yi Kang, Feng Wu
Reliability-Driven Memristive Crossbar Design in Neuromorphic Computing Systems. IEEE Trans Autom. Sci. Eng. 20 (1) (2023)
Wenhao Sun, Deng Liu, Zhiwei Zou, Wendi Sun, Song Chen, Yi Kang
Sense: Model-Hardware Codesign for Accelerating Sparse CNNs on Systolic Arrays. IEEE Trans. Very Large Scale Integr. Syst. 31 (4) (2023)
Wenhao Sun, Zhiwei Zou, Deng Liu, Wendi Sun, Song Chen, Yi Kang
Bit-balance: Model-Hardware Co-design for Accelerating NNs by Exploiting Bit-level Sparsity. CoRR (2023)
Shuai Wang, Yi Kang
Gradient distribution-aware INT8 training for neural networks. Neurocomputing 541 (2023)
Zihao Xuan, Yi Kang
High-Efficiency Data Conversion Interface for Reconfigurable Function-in-Memory Computing. IEEE Trans. Very Large Scale Integr. Syst. 30 (9) (2022)
Yifan Song, Shunpeng Zhao, Song Chen, Yi Kang
SAUST: A Scheme for Acceleration of Unstructured Sparse Transformer. ICTA (2022)
Wenhao Sun, Deng Liu, Zhiwei Zou, Wendi Sun, Junpeng Wang, Yi Kang, Song Chen
Sense: Model Hardware Co-design for Accelerating Sparse Neural Networks. CoRR (2022)
Mingxue Shi, Zhi Liu, Yi Kang, Haifeng Yao, Yidi Chang, Yugeng Chen
Adaptive Turbulence Channel Equalization Based on Neural Network. ICAIT (2022)
Bo Ding, Jinglei Huang, Junpeng Wang, Qi Xu, Song Chen, Yi Kang
Task modules Partitioning, Scheduling and Floorplanning for Partially Dynamically Reconfigurable Systems Based on Modern Heterogeneous FPGAs. CoRR (2022)
Bin Zhang, Haitao Du, Song Chen, Yi Kang
PCFBCD: An Innovative Approach to Accelerating Collaborative Filtering. ISCAS (2022)
Yuan Li, Qiaojun Wu, Song Chen, Yi Kang
Multi-scale Lightweight Neural Network for Real-Time Object Detection. PRICAI (3) (2022)
Mengke Ge, Xiaobing Ni, Qi Xu, Song Chen, Jinglei Huang, Yi Kang, Feng Wu
Synthesizing Brain-network-inspired Interconnections for Large-scale Network-on-chips. ACM Trans. Design Autom. Electr. Syst. 27 (1) (2022)
Qiaojun Wu, Yuan Li, Song Chen, Yi Kang
DRGS: Low-Precision Full Quantization of Deep Neural Network with Dynamic Rounding and Gradient Scaling for Object Detection. DMBD (1) (2022)
Qi Xu, Hao Geng, Tianming Ni, Song Chen, Bei Yu, Yi Kang, Xiaoqing Wen
Fortune: A New Fault-Tolerance TSV Configuration in Router-Based Redundancy Structure. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Zihao Xuan, Yue Zhang, Yuan Li, Chang Liu, Yi Kang
HPSW-CIM: A Novel ReRAM-Based Computing-in-Memory Architecture with Constant-Term Circuit for Full Parallel Hybrid-Precision-Signed-Weight MAC Operation. ISCAS (2022)
Ke Hu, Wenhao Sun, Zhongbo Nie, Ran Cheng, Song Chen, Yi Kang
Real-time infrared small target detection network and accelerator design. Integr. 87 (2022)
Yidi Chang, Zhi Liu, Haifeng Yao, Guiyun Zhang, Yi Kang, Chenming Cao
Demonstration of 8Gb/s 4-PAM Signal All-optical Wavelength Conversion Transmission under Simulated Atmospheric Laser Communication Network. ICAIT (2022)
Mengke Ge, Xiaobing Ni, Song Chen, Yi Kang
Generating Brain-Network-Inspired Topologies for Large-Scale NoCs on Monolithic 3D ICs. IEEE Trans. Circuits Syst. II Express Briefs 69 (3) (2022)
Qi Xu, Hao Geng, Song Chen, Bo Yuan, Cheng Zhuo, Yi Kang, Xiaoqing Wen
GoodFloorplan: Graph Convolutional Network and Reinforcement Learning-Based Floorplanning. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (10) (2022)
Qi Xu, Wenhao Sun, Song Chen, Yi Kang, Xiaoqing Wen
Cellular Structure-Based Fault-Tolerance TSV Configuration in 3D-IC. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41 (5) (2022)
Chunyu Liu, Yi Kang, Lingxi Zhang, Jiacai Zhang
Rapidly Decoding Image Categories From MEG Data Using a Multivariate Short-Time FC Pattern Analysis Approach. IEEE J. Biomed. Health Informatics 25 (4) (2021)
Mengke Ge, Xiaobing Ni, Qi Xu, Song Chen, Jinglei Huang, Yi Kang, Feng Wu
Synthesizing Brain-Network-Inspired Interconnections for Large-Scale Network-on-Chips. CoRR (2021)
Lei Ding, Haitao Du, Song Chen, Yi Kang
A Low-latency NoC Router Priority Scheme for BFS algorithm. ICTA (2021)
Mingjian Sun, Yuan Li, Song Chen, Yi Kang
A Low Power Branch Prediction for Deep Learning on RISC-V Processor. ASAP (2021)
Xiping Jiang, Fengguo Zuo, Song Wang, Xiaofeng Zhou, Bing Yu, Yubing Wang, Qi Liu, Ming Liu, Yi Kang, Qiwei Ren
A 1596GB/s 48Gb Embedded DRAM 384-Core SoC with Hybrid Bonding Integration. A-SSCC (2021)
Qiqiao Wu, Wenhao Sun, Junpeng Wang, Xuefei Bai, Feng Zhang, Song Chen, Yi Kang
A Non-volatile Computing-in-Memory ReRAM Macro using Two-bit Current-Mode Sensing Amplifier. NVMSA (2021)
Chang Liu, Zihao Xuan, Yi Kang
A 40-nm 202.3nJ/Classification Neuromorphic Architecture Employing In-SRAM Charge-Domain Compute. ASICON (2021)
Jing Wang, Ping Chen, Cheng Zhang, Yi Kang
Corona Virus Disease 2019 Respiratory Cycle Detection Based on Convolutional Neural Network. BioCAS (2021)
Mengke Ge, Qi Xu, Huajie Ruan, Xiaobing Ni, Song Chen, Yi Kang
Synthesizing A Generalized Brain-inspired Interconnection Network for Large-scale Network-on-chip Systems. ACM Great Lakes Symposium on VLSI (2020)
Tianzhi Xue, Baicheng Liu, Wenhao Sun, Song Chen, Yi Kang, Feng Wu
Customizing CMOS/ReRAM Hybrid Hardware Architecture for Spiking CNN. ASICON (2019)
Baicheng Liu, Song Chen, Yi Kang, Feng Wu
An Energy-Efficient Systolic Pipeline Architecture for Binary Convolutional Neural Network. ASICON (2019)
Yi Kang
AI Drives Domain Specific Processors. A-SSCC (2018)
Yuzheng Tao, Gang Wu, Yi Kang
Stargate: a data source connector based on spark SQL. ICMLSC (2018)
Linlin Wang, Shiji Xiahou, Yi Kang
The Interactive Design and Performance Study of Instrument Panels Based on the Single-Handed Keyboard Mouse. CSE (2014)
Yi Kang, Wei Huang, Seung-Moon Yoo, Diana Keen, Zhenzhou Ge, Vinh Vi Lam, Pratap Pattnaik, Josep Torrellas
FlexRAM: Toward an advanced Intelligent Memory system. ICCD (2012)
Yaqiang Ding, Fuhuei Lin, Jiang Lin, Yi Wang, Yi Kang
A novel system multiplexing and program element identification scheme. IEEE Trans. Consumer Electron. 55 (2) (2009)
Qingsheng Yuan, Yiqiang Chen, Yi Kang
A fast region-based inter mode selection algorithm. ICME (2008)
Yaqiang Ding, Jiang Lin, Yi Wang, Fuhuei Lin, Yi Kang
A Scheme for System Multiplexing and Program Component Identification. ICME (2007)
Wen Ji, Yiqiang Chen, Min Chen, Yi Kang
Unequal error protection based on objective video evaluation model. MobiMedia (2007)
Yi Kang, Wei Huang, Seung-Moon Yoo, Diana Keen, Zhenzhou Ge, Vinh Vi Lam, Josep Torrellas, Pratap Pattnaik
FlexRAM: Toward an Advanced Intelligent Memory System. ICCD (1999)
Yi Kang, Josep Torrellas, Thomas S. Huang
Use IRAM for Rasterization. ICIP (3) (1998)
Yi Kang, Josep Torrellas, Thomas S. Huang
An IRAM architecture for image analysis and pattern recognition. ICPR (1998)