Wenbin He

Publication Activity (10 Years)

Years Active: 2007-2024
Publications (10 Years): 56

Top Topics

Abnormality Detection

Orthogonal Projection

Lyapunov Exponents

Top Venues

IEEE Trans. Vis. Comput. Graph.

Publications

Thang Doan, Sima Behpour, Xin Li, Wenbin He, Liang Gou, Liu Ren
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets. CoRR (2024)
Wenbin He, Xian Tang, Wanwei Ji, Liju Meng, Jiachen Wei, Donghao Cao, Ciwen Ma, Qi Li, Chuangting Lin
An improved multi-island genetic algorithm and its utilization in the optimal design of a micropositioning stage. Expert Syst. Appl. 257 (2024)
Bao Ma, Zhijun Fu, Subhash Rakheja, Dengfeng Zhao, Wenbin He, Wuyi Ming, Zhigang Zhang
Distracted Driving Behavior and Driver's Emotion Detection Based on Improved YOLOv8 With Attention Mechanism. IEEE Access 12 (2024)
Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, He Xie, Haidong Shao, Xingwei Zhao
Unified Diagnostic and Matching Framework of Fault and Quality for Robotic Grinding System. IEEE Trans. Instrum. Meas. 73 (2024)
Fengming Li, Dang Hou, Tianyu Fu, Jiexin Song, Wenbin He, Rui Song
Research on robot sewing method based on process modeling. Int. J. Intell. Robotics Appl. 8 (2) (2024)
Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation. CoRR (2024)
Feng Yan, Chunjie Yang, Wenbin He, Junjin Mu, Hu Guo
Knowledge and Data Dual-Driven Graph Neural Network for Tumbler Strength Prediction in Sintering Process. IEEE Trans. Instrum. Meas. 73 (2024)
Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han-Wei Shen, Liu Ren
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation. CoRR (2024)
Jiachen Wei, Wenbin He, Chuangting Lin, Jianguo Zhang, Xiao Chen, Junfeng Xiao, Jianfeng Xu
Optimizing process parameters of in-situ laser assisted cutting of glass-ceramic by applying hybrid machine learning models. Adv. Eng. Informatics 62 (2024)
Yudong Zhong, Guizhong Xie, Hongrui Geng, Junjian Hou, Dengfeng Zhao, Wenbin He
Thermal analysis for plate structures using a transformation BEM based on complex poles. Comput. Math. Appl. 161 (2024)
Junjian Hou, Yaxiong Xu, Wenbin He, Yudong Zhong, Dengfeng Zhao, Fang Zhou, Mingyuan Zhao, Shesen Dong
A systematic review for the fatigue driving behavior recognition method. J. Intell. Fuzzy Syst. 46 (1) (2024)
Suphanut Jamonnak, Jiajing Guo, Wenbin He, Liang Gou, Liu Ren
OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples. IEEE Trans. Vis. Comput. Graph. 30 (1) (2024)
Xiaoyu Zhang, Jorge Henrique Piazentin Ono, Wenbin He, Liang Gou, Mrinmaya Sachan, Kwan-Liu Ma, Liu Ren
Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer. IUI (2024)
Thang Doan, Xin Li, Sima Behpour, Wenbin He, Liang Gou, Liu Ren
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection. AAAI (2024)
Md. Naimul Hoque, Wenbin He, Arvind Kumar Shekar, Liang Gou, Liu Ren
Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale. IEEE Trans. Vis. Comput. Graph. 29 (1) (2023)
Wenbin He, Jianxu Mao, Zhe Li, Yaonan Wang, Qiu Fang, Haotian Wu
Fault Identification of Rotating Machinery Based on Dynamic Feature Reconstruction Signal Graph. CoRR (2023)
Sima Behpour, Thang Long Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients. NeurIPS (2023)
Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren
: Language-Guided Self-Supervised Semantic Segmentation. CoRR (2023)
Xin Li, Sima Behpour, Thang Doan, Wenbin He, Liang Gou, Liu Ren
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models. CoRR (2023)
Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan
InterVLS: Interactive Model Understanding and Improvement with Vision-Language Surrogates. CoRR (2023)
Xin Li, Sima Behpour, Thang Long Doan, Wenbin He, Liang Gou, Liu Ren
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models. NeurIPS (2023)
Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation. CVPR (2023)
Sima Behpour, Thang Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients. CoRR (2023)
Wenbin He, Zeyu Shi, Yinxia Liu, Ting Liu, Jinguang Du, Jun Ma, Yang Cao, Wuyi Ming
Feature Fusion Classifier With Dynamic Weights for Abnormality Detection of Amniotic Fluid Cell Chromosome. IEEE Access 11 (2023)
Thang Doan, Xin Li, Sima Behpour, Wenbin He, Liang Gou, Liu Ren
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection. CoRR (2023)
Wenbin He, Jianxu Mao, Kai Song, Zhe Li, Yulong Su, Yaonan Wang, Xiangcheng Pan
Structural performance prediction based on the digital twin model: A battery bracket example. Reliab. Eng. Syst. Saf. 229 (2023)
Wenbin He, Yongjie Han, Wuyi Ming, Jinguang Du, Yinxia Liu, Yuan Yang, Leijie Wang, Yongqiang Wang, Zhiwen Jiang, Chen Cao, Jie Yuan
Progress of Machine Vision in the Detection of Cancer Cells in Histopathology. IEEE Access 10 (2022)
Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren
Self-supervised Semantic Segmentation Grounded in Visual Concepts. CoRR (2022)
Wenbin He, Lincan Zou, Arvind Kumar Shekar, Liang Gou, Liu Ren
Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects. IEEE Trans. Vis. Comput. Graph. 28 (1) (2022)
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. IEEE Trans. Vis. Comput. Graph. 28 (3) (2022)
Xiaoke Li, Heng Zhu, Zhenzhong Chen, Wuyi Ming, Yang Cao, Wenbin He, Jun Ma
Limit state Kriging modeling for reliability-based design optimization through classification uncertainty quantification. Reliab. Eng. Syst. Saf. 224 (2022)
Wenbin He, Chuangting Lin, Tung-An Wu, Xian Tang, Xiao Chen, Jianfeng Xu
An improved beetle antennae search algorithm with Lévy flight and its application in micro-laser assisted turning. Adv. Eng. Informatics 54 (2022)
Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren
Self-supervised Semantic Segmentation Grounded in Visual Concepts. IJCAI (2022)
Xiaonan Ji, Yamei Tu, Wenbin He, Junpeng Wang, Han-Wei Shen, Po-Yin Yen
USEVis: Visual analytics of attention-based neural embedding in information retrieval. Vis. Informatics 5 (2) (2021)
Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking. IEEE Trans. Vis. Comput. Graph. 27 (8) (2021)
Wenbin He, Fan Ye, Junyan Ren
An 11-Bit 500 MS/s Two-Step SAR ADC with Non-Attenuated Passive Residue Transfer. ISCAS (2021)
Jingwen Cai, Wenbin He, Yu Li, Xian Zhang, Lingli Li
Improving Multi-set Query Processing Via a Learned Oracle. ACM TUR-C (2020)
Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster
FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking. CoRR (2020)
Wenbin He, Ziwei Li, Fan Ye, Junyan Ren
A Low Power Reference Voltage Buffer and High Density Unit capacitor in a 12b 200MS/s SAR ADC. APCCAS (2020)
Ziwei Li, Wenbin He, Fan Ye, Junyan Ren
A Low-Power Low-Noise Dynamic Comparator With Latch-Embedding Floating Amplifier. APCCAS (2020)
Wenbin He, Teng-Yok Lee, Jeroen van Baar, Kent Wittenburg, Han-Wei Shen
DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies. PacificVis (2020)
Wenbin He, Hanqi Guo, Han-Wei Shen, Tom Peterka
eFESTA: Ensemble Feature Exploration with Surface Density Estimates. IEEE Trans. Vis. Comput. Graph. 26 (4) (2020)
Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. IEEE Trans. Vis. Comput. Graph. 26 (1) (2020)
Wenbin He, Junpeng Wang, Hanqi Guo, Han-Wei Shen, Tom Peterka
CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks. Vis. Informatics 4 (2) (2020)
Wenbin He, Fan Ye, Junyan Ren
A Fast Response Reference Voltage Buffer for 12b 200MS/s SAR ADC. MWSCAS (2020)
Hanqi Guo, Wenbin He, Sangmin Seo, Han-Wei Shen, Emil M. Constantinescu, Chunhui Liu, Tom Peterka
Extreme-Scale Stochastic Particle Tracing for Uncertain Unsteady Flow Visualization and Analysis. IEEE Trans. Vis. Comput. Graph. 25 (9) (2019)
Wenbin He, Fan Ye, Junyan Ren
A 40Gb/s Low Power Transmitter with 2-tap FFE and 40: 1 MUX in 28nm CMOS Technology. ASICON (2019)
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers. CoRR (2019)
Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations. CoRR (2019)
Wenbin He, Hanqi Guo, Tom Peterka, Sheng Di, Franck Cappello, Han-Wei Shen
Parallel Partial Reduction for Large-Scale Data Analysis and Visualization. LDAV (2018)
Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
Range likelihood tree: A compact and effective representation for visual exploration of uncertain data sets. PacificVis (2017)
Wenbin He, Chun-Ming Chen, Xiaotong Liu, Han-Wei Shen
A Bayesian approach for probabilistic streamline computation in uncertain flows. PacificVis (2016)
Hanqi Guo, Wenbin He, Tom Peterka, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
Finite-Time Lyapunov Exponents and Lagrangian Coherent Structures in Uncertain Unsteady Flows. IEEE Trans. Vis. Comput. Graph. 22 (6) (2016)
Ayan Biswas, David S. Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, Anand Rangarajan
An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity. PacificVis (2015)
Meng Pang, Wenbin He, Philip St. J. Russell
Programmable generation and storage of soliton sequences in fibre laser cavity locked to gigahertz core resonance in PCF. ECOC (2015)
Zheng Niu, Zhigang Xu, Gang Sun, Wenjiang Huang, Li Wang, Mingbo Feng, Wang Li, Wenbin He, Shuai Gao
Design of a New Multispectral Waveform LiDAR Instrument to Monitor Vegetation. IEEE Geosci. Remote. Sens. Lett. 12 (7) (2015)
Wenbin He, Zheng Niu, Lijiao Liang
An Improved Fractal Construction on 3D DEM Terrain Profile. IGARSS (2) (2009)
Juan Zhang, Yi Niu, Wenbin He
Using Genetic Algorithm to Improve Fuzzy k-NN. CIS (1) (2008)
Huaqiang Yuan, Yaxun Wang, Jie Zhang, Wei Tan, Chao Qu, Wenbin He
Spatial Fuzzy Clustering Using Varying Coefficients. ADMA (2007)