Wenbin He

According to our database, Wenbin He authored at least 55 papers between 2007 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Demonstration of VCR: A Tabular Data Slicing Approach to Understanding Object Detection Model Performance.

Jie Jeff Xu, Saahir Dhanani, Jorge Henrique Piazentin Ono, Wenbin He, Liu Ren, Kexin Rong

Proc. VLDB Endow., August, 2024

Research on robot sewing method based on process modeling.

Fengming Li, Dang Hou, Tianyu Fu, Jiexin Song, Wenbin He, Rui Song

Int. J. Intell. Robotics Appl., June, 2024

OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples.

Suphanut Jamonnak, Jiajing Guo, Wenbin He, Liang Gou, Liu Ren

IEEE Trans. Vis. Comput. Graph., January, 2024

A systematic review for the fatigue driving behavior recognition method.

Junjian Hou, Yaxiong Xu, Wenbin He, Yudong Zhong, Dengfeng Zhao, Fang Zhou, Mingyuan Zhao, Shesen Dong

J. Intell. Fuzzy Syst., January, 2024

Knowledge and Data Dual-Driven Graph Neural Network for Tumbler Strength Prediction in Sintering Process.

Feng Yan, Chunjie Yang, Wenbin He, Junjin Mu, Hu Guo

IEEE Trans. Instrum. Meas., 2024

Unified Diagnostic and Matching Framework of Fault and Quality for Robotic Grinding System.

Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, He Xie, Haidong Shao, Xingwei Zhao

IEEE Trans. Instrum. Meas., 2024

An improved multi-island genetic algorithm and its utilization in the optimal design of a micropositioning stage.

Wenbin He, Xian Tang, Wanwei Ji, Liju Meng, Jiachen Wei, Donghao Cao, Ciwen Ma, Qi Li, Chuangting Lin

Expert Syst. Appl., 2024

InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation.

Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan

CoRR, 2024

A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets.

Thang Doan, Sima Behpour, Xin Li, Wenbin He, Liang Gou, Liu Ren

CoRR, 2024

Thermal analysis for plate structures using a transformation BEM based on complex poles.

Yudong Zhong, Guizhong Xie, Hongrui Geng, Junjian Hou, Dengfeng Zhao, Wenbin He

Comput. Math. Appl., 2024

Optimizing process parameters of in-situ laser assisted cutting of glass-ceramic by applying hybrid machine learning models.

Jiachen Wei, Wenbin He, Chuangting Lin, Jianguo Zhang, Xiao Chen, Junfeng Xiao, Jianfeng Xu

Adv. Eng. Informatics, 2024

Distracted Driving Behavior and Driver's Emotion Detection Based on Improved YOLOv8 With Attention Mechanism.

Bao Ma, Zhijun Fu, Subhash Rakheja, Dengfeng Zhao, Wenbin He, Wuyi Ming, Zhigang Zhang

IEEE Access, 2024

Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer.

Xiaoyu Zhang, Jorge Henrique Piazentin Ono, Wenbin He, Liang Gou, Mrinmaya Sachan, Kwan-Liu Ma, Liu Ren

Proceedings of the 29th International Conference on Intelligent User Interfaces, 2024

MetaAT: Active Testing for Label-Efficient Evaluation of Dense Recognition Tasks.

Sanbao Su, Xin Li, Thang Long Doan, Sima Behpour, Wenbin He, Liang Gou, Fei Miao, Liu Ren

Proceedings of the Computer Vision - ECCV 2024, 2024

USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation.

Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han-Wei Shen, Liu Ren

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection.

Thang Doan, Xin Li, Sima Behpour, Wenbin He, Liang Gou, Liu Ren

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale.

Md. Naimul Hoque, Wenbin He, Arvind Kumar Shekar, Liang Gou, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2023

Structural performance prediction based on the digital twin model: A battery bracket example.

Wenbin He, Jianxu Mao, Kai Song, Zhe Li, Yulong Su, Yaonan Wang, Xiangcheng Pan

Reliab. Eng. Syst. Saf., 2023

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.

Sima Behpour, Thang Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren

CoRR, 2023

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.

Xin Li, Sima Behpour, Thang Doan, Wenbin He, Liang Gou, Liu Ren

CoRR, 2023

CLIP-S⁴: Language-Guided Self-Supervised Semantic Segmentation.

Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren

CoRR, 2023

Feature Fusion Classifier With Dynamic Weights for Abnormality Detection of Amniotic Fluid Cell Chromosome.

Wenbin He, Zeyu Shi, Yinxia Liu, Ting Liu, Jinguang Du, Jun Ma, Yang Cao, Wuyi Ming

IEEE Access, 2023

UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.

Xin Li, Sima Behpour, Thang Long Doan, Wenbin He, Liang Gou, Liu Ren

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.

Sima Behpour, Thang Long Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation.

Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.

Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen

IEEE Trans. Vis. Comput. Graph., 2022

Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects.

Wenbin He, Lincan Zou, Arvind Kumar Shekar, Liang Gou, Liu Ren

IEEE Trans. Vis. Comput. Graph., 2022

Limit state Kriging modeling for reliability-based design optimization through classification uncertainty quantification.

Xiaoke Li, Heng Zhu, Zhenzhong Chen, Wuyi Ming, Yang Cao, Wenbin He, Jun Ma

Reliab. Eng. Syst. Saf., 2022

An improved beetle antennae search algorithm with Lévy flight and its application in micro-laser assisted turning.

Wenbin He, Chuangting Lin, Tung-An Wu, Xian Tang, Xiao Chen, Jianfeng Xu

Adv. Eng. Informatics, 2022

Progress of Machine Vision in the Detection of Cancer Cells in Histopathology.

Wenbin He, Yongjie Han, Wuyi Ming, Jinguang Du, Yinxia Liu, Yuan Yang, Leijie Wang, Yongqiang Wang, Zhiwen Jiang, Chen Cao, Jie Yuan

IEEE Access, 2022

Self-supervised Semantic Segmentation Grounded in Visual Concepts.

Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren

Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence, 2022

2021

USEVis: Visual analytics of attention-based neural embedding in information retrieval.

Xiaonan Ji, Yamei Tu, Wenbin He, Junpeng Wang, Han-Wei Shen, Po-Yin Yen

Vis. Informatics, 2021

FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.

Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster

IEEE Trans. Vis. Comput. Graph., 2021

An 11-Bit 500 MS/s Two-Step SAR ADC with Non-Attenuated Passive Residue Transfer.

Wenbin He, Fan Ye, Junyan Ren

Proceedings of the IEEE International Symposium on Circuits and Systems, 2021

2020

CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks.

Wenbin He, Junpeng Wang, Hanqi Guo, Han-Wei Shen, Tom Peterka

Vis. Informatics, 2020

InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.

Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka

IEEE Trans. Vis. Comput. Graph., 2020

eFESTA: Ensemble Feature Exploration with Surface Density Estimates.

Wenbin He, Hanqi Guo, Han-Wei Shen, Tom Peterka

IEEE Trans. Vis. Comput. Graph., 2020

FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.

Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster

CoRR, 2020

A Fast Response Reference Voltage Buffer for 12b 200MS/s SAR ADC.

Wenbin He, Fan Ye, Junyan Ren

Proceedings of the 63rd IEEE International Midwest Symposium on Circuits and Systems, 2020

DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies.

Wenbin He, Teng-Yok Lee, Jeroen van Baar, Kent Wittenburg, Han-Wei Shen

Proceedings of the 2020 IEEE Pacific Visualization Symposium, 2020

A Low-Power Low-Noise Dynamic Comparator With Latch-Embedding Floating Amplifier.

Ziwei Li, Wenbin He, Fan Ye, Junyan Ren

Proceedings of the 2020 IEEE Asia Pacific Conference on Circuits and Systems, 2020

A Low Power Reference Voltage Buffer and High Density Unit capacitor in a 12b 200MS/s SAR ADC.

Wenbin He, Ziwei Li, Fan Ye, Junyan Ren

Proceedings of the 2020 IEEE Asia Pacific Conference on Circuits and Systems, 2020

Improving Multi-set Query Processing Via a Learned Oracle.

Jingwen Cai, Wenbin He, Yu Li, Xian Zhang, Lingli Li

Proceedings of the ACM TUR-C'20: ACM Turing Celebration Conference, 2020

2019

Extreme-Scale Stochastic Particle Tracing for Uncertain Unsteady Flow Visualization and Analysis.

Hanqi Guo, Wenbin He, Sangmin Seo, Han-Wei Shen, Emil M. Constantinescu, Chunhui Liu, Tom Peterka

IEEE Trans. Vis. Comput. Graph., 2019

A 40Gb/s Low Power Transmitter with 2-tap FFE and 40: 1 MUX in 28nm CMOS Technology.

Wenbin He, Fan Ye, Junyan Ren

Proceedings of the 13th IEEE International Conference on ASIC, 2019

2018

Parallel Partial Reduction for Large-Scale Data Analysis and Visualization.

Wenbin He, Hanqi Guo, Tom Peterka, Sheng Di, Franck Cappello, Han-Wei Shen

Proceedings of the 8th IEEE Symposium on Large Data Analysis and Visualization, 2018

2017

Range likelihood tree: A compact and effective representation for visual exploration of uncertain data sets.

Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus

Proceedings of the 2017 IEEE Pacific Visualization Symposium, 2017

2016

Finite-Time Lyapunov Exponents and Lagrangian Coherent Structures in Uncertain Unsteady Flows.

Hanqi Guo, Wenbin He, Tom Peterka, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus

IEEE Trans. Vis. Comput. Graph., 2016

A Bayesian approach for probabilistic streamline computation in uncertain flows.

Wenbin He, Chun-Ming Chen, Xiaotong Liu, Han-Wei Shen

Proceedings of the 2016 IEEE Pacific Visualization Symposium, 2016

2015

Design of a New Multispectral Waveform LiDAR Instrument to Monitor Vegetation.

Zheng Niu, Zhigang Xu, Gang Sun, Wenjiang Huang, Li Wang, Mingbo Feng, Wang Li, Wenbin He, Shuai Gao

IEEE Geosci. Remote. Sens. Lett., 2015

Programmable generation and storage of soliton sequences in fibre laser cavity locked to gigahertz core resonance in PCF.

Meng Pang, Wenbin He, Philip St. J. Russell

Proceedings of the European Conference on Optical Communication, 2015

An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity.

Ayan Biswas, David S. Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, Anand Rangarajan

Proceedings of the 2015 IEEE Pacific Visualization Symposium, 2015

2009

An Improved Fractal Construction on 3D DEM Terrain Profile.

Wenbin He, Zheng Niu, Lijiao Liang

Proceedings of the IEEE International Geoscience & Remote Sensing Symposium, 2009

2008

Using Genetic Algorithm to Improve Fuzzy k-NN.

Juan Zhang, Yi Niu, Wenbin He

Proceedings of the 2008 International Conference on Computational Intelligence and Security, 2008

2007

Spatial Fuzzy Clustering Using Varying Coefficients.

Huaqiang Yuan, Yaxun Wang, Jie Zhang, Wei Tan, Chao Qu, Wenbin He

Proceedings of the Advanced Data Mining and Applications, Third International Conference, 2007