Zhikai Li

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 35

Top Topics

Learning Effect

Object Detection

Diffusion Models

Top Venues

IEEE Trans. Instrum. Meas.

Comput. Electron. Agric.

Publications

Zhihang Yuan, Yuzhang Shang, Yang Zhou, Zhen Dong, Zhe Zhou, Chenhao Xue, Bingzhe Wu, Zhikai Li, Qingyi Gu, Yong Jae Lee, Yan Yan, Beidi Chen, Guangyu Sun, Kurt Keutzer
LLM Inference Unveiled: Survey and Roofline Model Insights. CoRR (2024)
Zhikai Li, Xuewen Liu, Jing Zhang, Qingyi Gu
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization. CoRR (2024)
Sihan Niu, Yifan Zhou, Zhikai Li, Shuyao Huang, Yujun Zhou
An Improved Grey Wolf Optimization Algorithm for Heart Disease Prediction. CoRR (2024)
Zhikai Li, Xiaoling Deng, Yubin Lan, Cunjia Liu, Jiajun Qing
Fruit tree canopy segmentation from UAV orthophoto maps based on a lightweight improved U-Net. Comput. Electron. Agric. 217 (2024)
Zhikai Li, Steve Vott, Bhaskar Krishnamachar
ML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain. CoRR (2024)
Lianwei Yang, Zhikai Li, Junrui Xiao, Haisong Gong, Qingyi Gu
MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction. CoRR (2024)
Xuewen Liu, Zhikai Li, Junrui Xiao, Qingyi Gu
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models. CoRR (2024)
Zhikai Li, Xianlei Long, Junrui Xiao, Qingyi Gu
HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision quantization. Pattern Recognit. 156 (2024)
Zhikai Li, Murong Yi, Ali Uneri, Sihan Niu, Craig Jones
RTA-Former: Reverse Transformer Attention for Polyp Segmentation. CoRR (2024)
Zhikai Li, Xiaoxuan Liu, Banghua Zhu, Zhen Dong, Qingyi Gu, Kurt Keutzer
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources. CoRR (2023)
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
Patch-wise Mixed-Precision Quantization of Vision Transformer. CoRR (2023)
Zai-Xing Sun, Zhikai Li, Chonglin Gu, Hejiao Huang
An Energy-Efficient Scheduling Method for Real-Time Multi-workflow in Container Cloud. COCOA (1) (2023)
Junrui Xiao, He Jiang, Zhikai Li, Qingyi Gu
DCIFPN: Deformable cross-scale interaction feature pyramid network for object detection. IET Image Process. 17 (9) (2023)
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
BinaryViT: Towards Efficient and Accurate Binary Vision Transformers. CoRR (2023)
Zhikai Li, Christina Dao Wen Lee, Beatrix Xue Lin Tung, Zefan Huang, Daniela Rus, Marcelo H. Ang
Hot-NetVLAD: Learning Discriminatory Key Points for Visual Place Recognition. IEEE Robotics Autom. Lett. 8 (2) (2023)
Junrui Xiao, Zhikai Li, Lianwei Yang, Qingyi Gu
Patch-wise Mixed-Precision Quantization of Vision Transformer. IJCNN (2023)
Zai-Xing Sun, Hejiao Huang, Zhikai Li, Chonglin Gu, Ruitao Xie, Bin Qian
Efficient, economical and energy-saving multi-workflow scheduling in hybrid cloud. Expert Syst. Appl. 228 (2023)
Zhikai Li, Qingyi Gu
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. ICCV (2023)
Jiajun Qing, Xiaoling Deng, Yubin Lan, Zhikai Li
GPT-aided diagnosis on agricultural image based on a new light YOLOPC. Comput. Electron. Agric. 213 (2023)
Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. ICCV (2023)
Xianlei Long, Mengjuan Chen, Zhikai Li, Qingyi Gu
Region Probability Map-Guided Fast Wide-Area Multiobject Detection. IEEE Trans. Instrum. Meas. 72 (2023)
Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu
Patch Similarity Aware Data-Free Quantization for Vision Transformers. ECCV (11) (2022)
Zhikai Li, Liping Ma, Mengjuan Chen, Junrui Xiao, Qingyi Gu
Patch Similarity Aware Data-Free Quantization for Vision Transformers. CoRR (2022)
Zhikai Li, Junrui Xiao, Lianwei Yang, Qingyi Gu
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers. CoRR (2022)
Zhikai Li, Krittin Kawkeeree, Marcelo H. Ang
Localization on Indoor Topological Maps - SCAM: Scale-Compatible Adaptive Monte-Carlo Localization. IAS (2022)
Zhikai Li, Mengjuan Chen, Junrui Xiao, Qingyi Gu
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers. CoRR (2022)
Zhikai Li
Influence of Online Learning Behavior and Video Playing Questions on Students' Learning Effect. Int. J. Emerg. Technol. Learn. 17 (2) (2022)
Junrui Xiao, He Jiang, Zhikai Li, Qingyi Gu
Rethinking prediction alignment in one-stage object detection. Neurocomputing 514 (2022)
Xianlei Long, Liping Ma, He Jiang, Zhikai Li, Yunze Chen, Qingyi Gu
Mechanical Particle Filter-Based Active Vision System for Fast Wide-Area Multiobject Detection. IEEE Trans. Instrum. Meas. 71 (2022)
Zhikai Li, Liping Ma, Xianlei Long, Junrui Xiao, Qingyi Gu
Dual-discriminator adversarial framework for data-free quantization. Neurocomputing 511 (2022)
Zhikai Li, Qingyi Gu
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference. CoRR (2022)
Zhikai Li, Krittin Kawkeeree, Yue Linn Chong, Christina Dao Wen Lee, Marcelo H. Ang
ALOT: Augmented Localization with Obstacle Tracking. IAS (2021)
Zhikai Li, Liping Ma, Xianlei Long, Yunze Chen, Haitao Deng, Fengxia Yan, Qingyi Gu
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix. IEEE Trans. Instrum. Meas. 70 (2021)
Zhikai Li, Marcelo H. Ang, Daniela Rus
Online Localization with Imprecise Floor Space Maps using Stochastic Gradient Descent. IROS (2020)
Yirui Wu, Zhikai Li, Shivakumara Palaiahnakote, Tong Lu
Em-SLAM: a Fast and Robust Monocular SLAM Method for Embedded Systems. ICPR (2018)