Wenbin He

85 papers A* 6A 1B 4C 2Journal 59Unranked 13
YearRankTypeTitle / Venue / Authors
2026 J jnl
Deep learning for distracted driving recognition with multisource data: A comprehensive review.
J. Syst. Archit.
Wenbin He, Shifeng Wang, Zhaohui Liu, Zhenying Li, Zhijun Fu, Dengfeng Zhao, Junjian Hou, Wuyi Ming
2026 J jnl
VCR: Interpretable and interactive debugging of object detection models with visual concepts.
Inf. Syst.
Jie Jeff Xu, Saahir Dhanani, Jorge Piazentin Ono, Wenbin He, Liu Ren, Kexin Rong
2025 J jnl
A novel method for distracted driving behaviors recognition with hybrid CNN-BiLSTM-AM model.
Complex Intell. Syst.
Dengfeng Zhao, Haojie Li, Zhijun Fu, Bao Ma, Fang Zhou, Chaohui Liu, Wenbin He
2025 J jnl
Content-activating for artistic style transfer with ambiguous sketchy content image.
Neurocomputing
Yinqi Chen, Yangting Zheng, Peiwen Li, Weijian Luo, Shuo Kang, Wenbin He
2025 J jnl
Contrastive Learning Framework With Cross-Sensor Adaptive Signal Representation for Fault Diagnosis.
IEEE Trans. Neural Networks Learn. Syst.
Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, Hui Zhang
2025 J jnl
Cross-Lingual Adaptation for Vision-Language Model via Multimodal Semantic Distillation.
IEEE Trans. Multim.
Yu Weng, Wenbin He, Jun Dong, Chaomurilige, Xuan Liu, Zheng Liu
2025 J jnl
DINO-R1: Incentivizing Reasoning Capability in Vision Foundation Models.
CoRR
Chenbin Pan, Wenbin He, Zhengzhong Tu, Liu Ren
2025 J jnl
Enhancing Human-Computer Interaction Through Decoupling Motion and Camera Control in Human-Centric Video Generation.
Int. J. Hum. Comput. Interact.
Guanfu Chen, Xiao Liang, Wenbin He
2025 J jnl
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions.
Comput. Graph. Forum
Juntong Chen, Jiang Wu, Jiajing Guo, Vikram Mohanty, Xueming Li, Jorge Piazentin Ono, Wenbin He, Liu Ren, Dongyu Liu
2025 J jnl
InterChat: Enhancing Generative Visual Analytics using Multimodal Interactions.
CoRR
Juntong Chen, Jiang Wu, Jiajing Guo, Vikram Mohanty, Xueming Li, Jorge Piazentin Ono, Wenbin He, Liu Ren, Dongyu Liu
2025 J jnl
LGVLM-mIoT: A Lightweight Generative Visual-Language Model for Multilingual IoT Applications.
IEEE Internet Things J.
Yu Weng, Kunyu Yang, Zheng Liu, Wenbin He, Xiangyun Tang
2025 J jnl
Liberating the expressive capacity of deep hashing for image retrieval.
Inf. Process. Manag.
Yinqi Chen, Yangting Zheng, Peiwen Li, Weijian Luo, Wenbin He, Shuo Kang
2025 J jnl
MQKIN: Manufacturing Quality Knowledge-Driven Interpretable Fault Diagnosis Network for Robotic Grinding Equipment.
IEEE Trans Autom. Sci. Eng.
Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, Xudong Wang, Shaoyuan Wang
2025 — conf
Privacy-Preserving Video Motion Detection Based on Transfer Learning.
PRCV (17)
Wenbin He, Kairong Liang, Peijia Zheng, Yusong Du
2025 J jnl
ProSAM: Enhancing the Robustness of SAM-based Visual Reference Segmentation with Probabilistic Prompts.
CoRR
Xiaoqi Wang, Clint Sebastian, Wenbin He, Liu Ren
2025 J jnl
Reliability-based design optimization of hinge sleeve using adaptive E-SVM.
Reliab. Eng. Syst. Saf.
Xiaoke Li, Yuan Sun, Zhenzhong Chen, Jun Ma, Wenbin He, Bo Zhang, Yafei Song, Qianlong Jiang
2025 J jnl
Rethinking Agentic Workflows: Evaluating Inference-Based Test-Time Scaling Strategies in Text2SQL Tasks.
CoRR
Jiajing Guo, Kenil Patel, Jorge Piazentin Ono, Wenbin He, Liu Ren
2025 J jnl
Sequential hash representation for deep hashing-based image retrieval.
Knowl. Based Syst.
Yinqi Chen, Yangting Zheng, Zhiyi Lu, Peiwen Li, Wenbin He, Shuo Kang, Xiang Gao
2025 J jnl
VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels.
CoRR
Xiwei Xuan, Xiaoqi Wang, Wenbin He, Jorge Piazentin Ono, Liang Gou, Kwan-Liu Ma, Liu Ren
2025 J jnl
VISTA: A Visual Analytics Framework to Enhance Foundation Model-Generated Data Labels.
IEEE Trans. Vis. Comput. Graph.
Xiwei Xuan, Xiaoqi Wang, Wenbin He, Jorge Piazentin Ono, Liang Gou, Kwan-Liu Ma, Liu Ren
2025 J jnl
ViT-Split: Unleashing the Power of Vision Foundation Models via Efficient Splitting Heads.
CoRR
Yifan Li, Xin Li, Tianqin Li, Wenbin He, Yu Kong, Liu Ren
2025 J jnl
Virtual-real mapping for the scraper conveyor S-shaped bending in a fully mechanized mining face production system based on digital twin.
Int. J. Comput. Integr. Manuf.
Haoqi Wang, Feifan Wang, Hao Li, Xingfu Zhang, Wenbin He, Tao Chen, Yingdong Zhang, Yongsheng Shi, Wenliao Du
2025 J jnl
Zero-Shot Cross-Lingual Knowledge Transfer in VQA via Multimodal Distillation.
IEEE Trans. Comput. Soc. Syst.
Yu Weng, Jun Dong, Wenbin He, Chaomurilige, Xuan Liu, Zheng Liu, Honghao Gao
2024 — conf
A Study on an Improved ResNet Model for Image Classification.
CISP-BMEI
Yi Liu, Weihu Wang, Wenbin He
2024 J jnl
A streamlined Approach to Multimodal Few-Shot Class Incremental Learning for Fine-Grained Datasets.
CoRR
Thang Doan, Sima Behpour, Xin Li, Wenbin He, Liang Gou, Liu Ren
2024 J jnl
A systematic review for the fatigue driving behavior recognition method.
J. Intell. Fuzzy Syst.
Junjian Hou, Yaxiong Xu, Wenbin He, Yudong Zhong, Dengfeng Zhao, Fang Zhou, Mingyuan Zhao, Shesen Dong
2024 J jnl
An improved multi-island genetic algorithm and its utilization in the optimal design of a micropositioning stage.
Expert Syst. Appl.
Wenbin He, Xian Tang, Wanwei Ji, Liju Meng, Jiachen Wei, Donghao Cao, Ciwen Ma, Qi Li, Chuangting Lin
2024 J jnl
Demonstration of VCR: A Tabular Data Slicing Approach to Understanding Object Detection Model Performance.
Proc. VLDB Endow.
Jie Jeff Xu, Saahir Dhanani, Jorge Henrique Piazentin Ono, Wenbin He, Liu Ren, Kexin Rong
2024 J jnl
Distracted Driving Behavior and Driver's Emotion Detection Based on Improved YOLOv8 With Attention Mechanism.
IEEE Access
Bao Ma, Zhijun Fu, Subhash Rakheja, Dengfeng Zhao, Wenbin He, Wuyi Ming, Zhigang Zhang
2024 — conf
Enhancing Text-Image Person Re-identification via Intra-Class Relevance Learning.
ICA3PP (2)
Wenbin He, Yutong Gao, Wenjian Liu, Chaomurilige, Zheng Liu, Ao Guo
2024 A* conf
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection.
AAAI
Thang Doan, Xin Li, Sima Behpour, Wenbin He, Liang Gou, Liu Ren
2024 J jnl
InFiConD: Interactive No-code Fine-tuning with Concept-based Knowledge Distillation.
CoRR
Jinbin Huang, Wenbin He, Liang Gou, Liu Ren, Chris Bryan
2024 J jnl
Knowledge and Data Dual-Driven Graph Neural Network for Tumbler Strength Prediction in Sintering Process.
IEEE Trans. Instrum. Meas.
Feng Yan, Chunjie Yang, Wenbin He, Junjin Mu, Hu Guo
2024 — conf
MetaAT: Active Testing for Label-Efficient Evaluation of Dense Recognition Tasks.
ECCV (78)
Sanbao Su, Xin Li, Thang Long Doan, Sima Behpour, Wenbin He, Liang Gou, Fei Miao, Liu Ren
2024 J jnl
OW-Adapter: Human-Assisted Open-World Object Detection with a Few Examples.
IEEE Trans. Vis. Comput. Graph.
Suphanut Jamonnak, Jiajing Guo, Wenbin He, Liang Gou, Liu Ren
2024 J jnl
Optimizing process parameters of in-situ laser assisted cutting of glass-ceramic by applying hybrid machine learning models.
Adv. Eng. Informatics
Jiachen Wei, Wenbin He, Chuangting Lin, Jianguo Zhang, Xiao Chen, Junfeng Xiao, Jianfeng Xu
2024 J jnl
Research on robot sewing method based on process modeling.
Int. J. Intell. Robotics Appl.
Fengming Li, Dang Hou, Tianyu Fu, Jiexin Song, Wenbin He, Rui Song
2024 A conf
Slicing, Chatting, and Refining: A Concept-Based Approach for Machine Learning Model Validation with ConceptSlicer.
IUI
Xiaoyu Zhang, Jorge Henrique Piazentin Ono, Wenbin He, Liang Gou, Mrinmaya Sachan, Kwan-Liu Ma, Liu Ren
2024 J jnl
Thermal analysis for plate structures using a transformation BEM based on complex poles.
Comput. Math. Appl.
Yudong Zhong, Guizhong Xie, Hongrui Geng, Junjian Hou, Dengfeng Zhao, Wenbin He
2024 A* conf
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation.
CVPR
Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han-Wei Shen, Liu Ren
2024 J jnl
USE: Universal Segment Embeddings for Open-Vocabulary Image Segmentation.
CoRR
Xiaoqi Wang, Wenbin He, Xiwei Xuan, Clint Sebastian, Jorge Piazentin Ono, Xin Li, Sima Behpour, Thang Doan, Liang Gou, Han-Wei Shen, Liu Ren
2024 J jnl
Unified Diagnostic and Matching Framework of Fault and Quality for Robotic Grinding System.
IEEE Trans. Instrum. Meas.
Wenbin He, Jianxu Mao, Yaonan Wang, Zhe Li, He Xie, Haidong Shao, Xingwei Zhao
2023 J jnl
CLIP-S
CoRR
Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren
2023 A* conf
CLIP-S4: Language-Guided Self-Supervised Semantic Segmentation.
CVPR
Wenbin He, Suphanut Jamonnak, Liang Gou, Liu Ren
2023 J jnl
Feature Fusion Classifier With Dynamic Weights for Abnormality Detection of Amniotic Fluid Cell Chromosome.
IEEE Access
Wenbin He, Zeyu Shi, Yinxia Liu, Ting Liu, Jinguang Du, Jun Ma, Yang Cao, Wuyi Ming
2023 A* conf
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.
NeurIPS
Sima Behpour, Thang Long Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
2023 J jnl
GradOrth: A Simple yet Efficient Out-of-Distribution Detection with Orthogonal Projection of Gradients.
CoRR
Sima Behpour, Thang Doan, Xin Li, Wenbin He, Liang Gou, Liu Ren
2023 J jnl
Hyp-OW: Exploiting Hierarchical Structure Learning with Hyperbolic Distance Enhances Open World Object Detection.
CoRR
Thang Doan, Xin Li, Sima Behpour, Wenbin He, Liang Gou, Liu Ren
2023 J jnl
Structural performance prediction based on the digital twin model: A battery bracket example.
Reliab. Eng. Syst. Saf.
Wenbin He, Jianxu Mao, Kai Song, Zhe Li, Yulong Su, Yaonan Wang, Xiangcheng Pan
2023 A* conf
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.
NeurIPS
Xin Li, Sima Behpour, Thang Long Doan, Wenbin He, Liang Gou, Liu Ren
2023 J jnl
UP-DP: Unsupervised Prompt Learning for Data Pre-Selection with Vision-Language Models.
CoRR
Xin Li, Sima Behpour, Thang Doan, Wenbin He, Liang Gou, Liu Ren
2023 J jnl
Visual Concept Programming: A Visual Analytics Approach to Injecting Human Intelligence at Scale.
IEEE Trans. Vis. Comput. Graph.
Md. Naimul Hoque, Wenbin He, Arvind Kumar Shekar, Liang Gou, Liu Ren
2022 J jnl
An improved beetle antennae search algorithm with Lévy flight and its application in micro-laser assisted turning.
Adv. Eng. Informatics
Wenbin He, Chuangting Lin, Tung-An Wu, Xian Tang, Xiao Chen, Jianfeng Xu
2022 J jnl
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.
IEEE Trans. Vis. Comput. Graph.
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
2022 J jnl
Limit state Kriging modeling for reliability-based design optimization through classification uncertainty quantification.
Reliab. Eng. Syst. Saf.
Xiaoke Li, Heng Zhu, Zhenzhong Chen, Wuyi Ming, Yang Cao, Wenbin He, Jun Ma
2022 J jnl
Progress of Machine Vision in the Detection of Cancer Cells in Histopathology.
IEEE Access
Wenbin He, Yongjie Han, Wuyi Ming, Jinguang Du, Yinxia Liu, Yuan Yang, Leijie Wang, Yongqiang Wang, Zhiwen Jiang, Chen Cao, Jie Yuan
2022 A* conf
Self-supervised Semantic Segmentation Grounded in Visual Concepts.
IJCAI
Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren
2022 J jnl
Self-supervised Semantic Segmentation Grounded in Visual Concepts.
CoRR
Wenbin He, William Surmeier, Arvind Kumar Shekar, Liang Gou, Liu Ren
2022 J jnl
Where Can We Help? A Visual Analytics Approach to Diagnosing and Improving Semantic Segmentation of Movable Objects.
IEEE Trans. Vis. Comput. Graph.
Wenbin He, Lincan Zou, Arvind Kumar Shekar, Liang Gou, Liu Ren
2021 C conf
An 11-Bit 500 MS/s Two-Step SAR ADC with Non-Attenuated Passive Residue Transfer.
ISCAS
Wenbin He, Fan Ye, Junyan Ren
2021 J jnl
FTK: A Simplicial Spacetime Meshing Framework for Robust and Scalable Feature Tracking.
IEEE Trans. Vis. Comput. Graph.
Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster
2021 J jnl
USEVis: Visual analytics of attention-based neural embedding in information retrieval.
Vis. Informatics
Xiaonan Ji, Yamei Tu, Wenbin He, Junpeng Wang, Han-Wei Shen, Po-Yin Yen
2020 — conf
A Fast Response Reference Voltage Buffer for 12b 200MS/s SAR ADC.
MWSCAS
Wenbin He, Fan Ye, Junyan Ren
2020 — conf
A Low Power Reference Voltage Buffer and High Density Unit capacitor in a 12b 200MS/s SAR ADC.
APCCAS
Wenbin He, Ziwei Li, Fan Ye, Junyan Ren
2020 — conf
A Low-Power Low-Noise Dynamic Comparator With Latch-Embedding Floating Amplifier.
APCCAS
Ziwei Li, Wenbin He, Fan Ye, Junyan Ren
2020 J jnl
CECAV-DNN: Collective Ensemble Comparison and Visualization using Deep Neural Networks.
Vis. Informatics
Wenbin He, Junpeng Wang, Hanqi Guo, Han-Wei Shen, Tom Peterka
2020 B conf
DynamicsExplorer: Visual Analytics for Robot Control Tasks involving Dynamics and LSTM-based Control Policies.
PacificVis
Wenbin He, Teng-Yok Lee, Jeroen van Baar, Kent Wittenburg, Han-Wei Shen
2020 J jnl
FTK: A High-Dimensional Simplicial Meshing Framework for Robust and Scalable Feature Tracking.
CoRR
Hanqi Guo, David Lenz, Jiayi Xu, Xin Liang, Wenbin He, Iulian R. Grindeanu, Han-Wei Shen, Tom Peterka, Todd S. Munson, Ian T. Foster
2020 — conf
Improving Multi-set Query Processing Via a Learned Oracle.
ACM TUR-C
Jingwen Cai, Wenbin He, Yu Li, Xian Zhang, Lingli Li
2020 J jnl
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.
IEEE Trans. Vis. Comput. Graph.
Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
2020 J jnl
eFESTA: Ensemble Feature Exploration with Surface Density Estimates.
IEEE Trans. Vis. Comput. Graph.
Wenbin He, Hanqi Guo, Han-Wei Shen, Tom Peterka
2019 — conf
A 40Gb/s Low Power Transmitter with 2-tap FFE and 40: 1 MUX in 28nm CMOS Technology.
ASICON
Wenbin He, Fan Ye, Junyan Ren
2019 J jnl
Extreme-Scale Stochastic Particle Tracing for Uncertain Unsteady Flow Visualization and Analysis.
IEEE Trans. Vis. Comput. Graph.
Hanqi Guo, Wenbin He, Sangmin Seo, Han-Wei Shen, Emil M. Constantinescu, Chunhui Liu, Tom Peterka
2019 J jnl
Geometry-Driven Detection, Tracking and Visual Analysis of Viscous and Gravitational Fingers.
CoRR
Jiayi Xu, Soumya Dutta, Wenbin He, Joachim Moortgat, Han-Wei Shen
2019 J jnl
InSituNet: Deep Image Synthesis for Parameter Space Exploration of Ensemble Simulations.
CoRR
Wenbin He, Junpeng Wang, Hanqi Guo, Ko-Chih Wang, Han-Wei Shen, Mukund Raj, Youssef S. G. Nashed, Tom Peterka
2018 — conf
Parallel Partial Reduction for Large-Scale Data Analysis and Visualization.
LDAV
Wenbin He, Hanqi Guo, Tom Peterka, Sheng Di, Franck Cappello, Han-Wei Shen
2017 B conf
Range likelihood tree: A compact and effective representation for visual exploration of uncertain data sets.
PacificVis
Wenbin He, Xiaotong Liu, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
2016 B conf
A Bayesian approach for probabilistic streamline computation in uncertain flows.
PacificVis
Wenbin He, Chun-Ming Chen, Xiaotong Liu, Han-Wei Shen
2016 J jnl
Finite-Time Lyapunov Exponents and Lagrangian Coherent Structures in Uncertain Unsteady Flows.
IEEE Trans. Vis. Comput. Graph.
Hanqi Guo, Wenbin He, Tom Peterka, Han-Wei Shen, Scott M. Collis, Jonathan J. Helmus
2015 B conf
An uncertainty-driven approach to vortex analysis using oracle consensus and spatial proximity.
PacificVis
Ayan Biswas, David S. Thompson, Wenbin He, Qi Deng, Chun-Ming Chen, Han-Wei Shen, Raghu Machiraju, Anand Rangarajan
2015 J jnl
Design of a New Multispectral Waveform LiDAR Instrument to Monitor Vegetation.
IEEE Geosci. Remote. Sens. Lett.
Zheng Niu, Zhigang Xu, Gang Sun, Wenjiang Huang, Li Wang, Mingbo Feng, Wang Li, Wenbin He, Shuai Gao
2015 — conf
Programmable generation and storage of soliton sequences in fibre laser cavity locked to gigahertz core resonance in PCF.
ECOC
Meng Pang, Wenbin He, Philip St. J. Russell
2009 — conf
An Improved Fractal Construction on 3D DEM Terrain Profile.
IGARSS (2)
Wenbin He, Zheng Niu, Lijiao Liang
2008 — conf
Using Genetic Algorithm to Improve Fuzzy k-NN.
CIS (1)
Juan Zhang, Yi Niu, Wenbin He
2007 C conf
Spatial Fuzzy Clustering Using Varying Coefficients.
ADMA
Huaqiang Yuan, Yaxun Wang, Jie Zhang, Wei Tan, Chao Qu, Wenbin He