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Wenbin He
ORCID
Publication Activity (10 Years)
Years Active: 2007-2024
Publications (10 Years): 43
Top Topics
Open World
Orthogonal Projection
Object Detection
Lyapunov Exponents
Top Venues
CoRR
IEEE Trans. Vis. Comput. Graph.
PacificVis
APCCAS
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Publications
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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)
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)