2025
Energy-efficient real-time multi-workflow scheduling in container-based cloud.
J. Comb. Optim., March, 2025
SAQ-SAM: Semantically-Aligned Quantization for Segment Anything Model.
CoRR, March, 2025
CacheQuant: Comprehensively Accelerated Diffusion Models.
CoRR, March, 2025
BinaryViT: Toward Efficient and Accurate Binary Vision Transformers.
IEEE Trans. Circuits Syst. Video Technol., January, 2025
2024
PSAQ-ViT V2: Toward Accurate and General Data-Free Quantization for Vision Transformers.
IEEE Trans. Neural Networks Learn. Syst., December, 2024
HTQ: Exploring the High-Dimensional Trade-Off of mixed-precision quantization.
Pattern Recognit., 2024
TTAQ: Towards Stable Post-training Quantization in Continuous Domain Adaptation.
CoRR, 2024
A Stitch in Time Saves Nine: Small VLM is a Precise Guidance for Accelerating Large VLMs.
CoRR, 2024
Privacy-Preserving SAM Quantization for Efficient Edge Intelligence in Healthcare.
CoRR, 2024
DilateQuant: Accurate and Efficient Diffusion Quantization via Weight Dilation.
CoRR, 2024
K-Sort Arena: Efficient and Reliable Benchmarking for Generative Models via K-wise Human Preferences.
CoRR, 2024
LLM Inference Unveiled: Survey and Roofline Model Insights.
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CoRR, 2024
RepQuant: Towards Accurate Post-Training Quantization of Large Transformer Models via Scale Reparameterization.
CoRR, 2024
An Improved Grey Wolf Optimization Algorithm for Heart Disease Prediction.
CoRR, 2024
Enhanced Distribution Alignment for Post-Training Quantization of Diffusion Models.
CoRR, 2024
Fruit tree canopy segmentation from UAV orthophoto maps based on a lightweight improved U-Net.
Comput. Electron. Agric., 2024
MGRQ: Post-Training Quantization For Vision Transformer With Mixed Granularity Reconstruction.
Proceedings of the IEEE International Conference on Image Processing, 2024
ML2SC: Deploying Machine Learning Models as Smart Contracts on the Blockchain.
Proceedings of the IEEE International Conference on Blockchain and Cryptocurrency, 2024
RTA-Former: Reverse Transformer Attention for Polyp Segmentation.
Proceedings of the 46th Annual International Conference of the IEEE Engineering in Medicine and Biology Society, 2024
2023
Efficient, economical and energy-saving multi-workflow scheduling in hybrid cloud.
Expert Syst. Appl., October, 2023
GPT-aided diagnosis on agricultural image based on a new light YOLOPC.
Comput. Electron. Agric., October, 2023
Region Probability Map-Guided Fast Wide-Area Multiobject Detection.
IEEE Trans. Instrum. Meas., 2023
Hot-NetVLAD: Learning Discriminatory Key Points for Visual Place Recognition.
IEEE Robotics Autom. Lett., 2023
DCIFPN: Deformable cross-scale interaction feature pyramid network for object detection.
IET Image Process., 2023
QFT: Quantized Full-parameter Tuning of LLMs with Affordable Resources.
CoRR, 2023
Patch-wise Mixed-Precision Quantization of Vision Transformer.
Proceedings of the International Joint Conference on Neural Networks, 2023
RepQ-ViT: Scale Reparameterization for Post-Training Quantization of Vision Transformers.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
I-ViT: Integer-only Quantization for Efficient Vision Transformer Inference.
Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023
An Energy-Efficient Scheduling Method for Real-Time Multi-workflow in Container Cloud.
Proceedings of the Combinatorial Optimization and Applications, 2023
2022
Influence of Online Learning Behavior and Video Playing Questions on Students' Learning Effect.
Int. J. Emerg. Technol. Learn., January, 2022
Mechanical Particle Filter-Based Active Vision System for Fast Wide-Area Multiobject Detection.
IEEE Trans. Instrum. Meas., 2022
Rethinking prediction alignment in one-stage object detection.
Neurocomputing, 2022
Dual-discriminator adversarial framework for data-free quantization.
Neurocomputing, 2022
PSAQ-ViT V2: Towards Accurate and General Data-Free Quantization for Vision Transformers.
CoRR, 2022
Localization on Indoor Topological Maps - SCAM: Scale-Compatible Adaptive Monte-Carlo Localization.
Proceedings of the Intelligent Autonomous Systems 17, 2022
Patch Similarity Aware Data-Free Quantization for Vision Transformers.
Proceedings of the Computer Vision - ECCV 2022, 2022
2021
Hardware-Oriented Algorithm for High-Speed Laser Centerline Extraction Based on Hessian Matrix.
IEEE Trans. Instrum. Meas., 2021
ALOT: Augmented Localization with Obstacle Tracking.
Proceedings of the Intelligent Autonomous Systems 16, 2021
2020
Online Localization with Imprecise Floor Space Maps using Stochastic Gradient Descent.
Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2020
2018
Em-SLAM: a Fast and Robust Monocular SLAM Method for Embedded Systems.
Proceedings of the 24th International Conference on Pattern Recognition, 2018