Hongbin Liu

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 67

Top Topics

Occluded Objects

Surgical Instruments

Video Coding Standard

Top Venues

IEEE Trans. Geosci. Remote. Sens.

Publications

Jianbo Zhao, Hao Chen, Qingyao Tian, Jian Chen, Bingyu Yang, Hongbin Liu
BronchoCopilot: Towards Autonomous Robotic Bronchoscopy via Multimodal Reinforcement Learning. CoRR (2024)
Shuai Wang, Qingxiang Zhao, Jian Chen, Mingcong Chen, Guanglin Cao, Jian Hu, Runfeng Zhu, Danny Tat Ming Chan, Ming Feng, Hongbin Liu
Co-Axial Slender Tubular robot (CAST): Towards Robotized Operation for Transorbital Neurosurgery with Minimal Invasiveness. ICRA (2024)
Guankun Wang, Long Bai, Wan Jun Nah, Jie Wang, Zhaoxi Zhang, Zhen Chen, Jinlin Wu, Mobarakol Islam, Hongbin Liu, Hongliang Ren
Surgical-LVLM: Learning to Adapt Large Vision-Language Model for Grounded Visual Question Answering in Robotic Surgery. CoRR (2024)
Zhen Chen, Xingjian Luo, Jinlin Wu, Danny T. M. Chan, Zhen Lei, Jinqiao Wang, Sébastien Ourselin, Hongbin Liu
VS-Assistant: Versatile Surgery Assistant on the Demand of Surgeons. CoRR (2024)
Qian Wang, Hongbin Liu, Wei Peng, Chenlu Tian, Chengdong Li
A vision-based approach for detecting occluded objects in construction sites. Neural Comput. Appl. 36 (18) (2024)
Hongxing Cui, Danling Tang, Huizeng Liu, Hongbin Liu, Yi Sui, Yangchen Lai, Xiaowei Gu
Modeling Ocean Cooling Induced by Tropical Cyclone Wind Pump Using Explainable Machine Learning Framework. IEEE Trans. Geosci. Remote. Sens. 62 (2024)
Zhenrong Zhang, Jianan Liu, Xi Zhou, Tao Huang, Qing-Long Han, Jingxin Liu, Hongbin Liu
On the Federated Learning Framework for Cooperative Perception. CoRR (2024)
Long Bai, Qiaozhi Tan, Tong Chen, Wan Jun Nah, Yanheng Li, Zhicheng He, Sishen Yuan, Zhen Chen, Jinlin Wu, Mobarakol Islam, Zhen Li, Hongbin Liu, Hongliang Ren
EndoUIC: Promptable Diffusion Transformer for Unified Illumination Correction in Capsule Endoscopy. CoRR (2024)
Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Chen, Zhen Lei, Hongbin Liu
Transforming Surgical Interventions with Embodied Intelligence for Ultrasound Robotics. CoRR (2024)
Zhiying Wu, Chun Yin Lau, Qianang Zhou, Jinlin Wu, Yuxi Wang, Qifeng Liu, Zhen Lei, Hongbin Liu
Surgivisor: Transformer-based semi-supervised instrument segmentation for endoscopic surgery. Biomed. Signal Process. Control. 87 (Part B) (2024)
Henry W. Sprueill, Carl Edwards, Khushbu Agarwal, Mariefel V. Olarte, Udishnu Sanyal, Conrad Johnston, Hongbin Liu, Heng Ji, Sutanay Choudhury
ChemReasoner: Heuristic Search over a Large Language Model's Knowledge Space using Quantum-Chemical Feedback. CoRR (2024)
Qingyao Tian, Zhen Chen, Huai Liao, Xinyan Huang, Bingyu Yang, Lujie Li, Hongbin Liu
PANS: Probabilistic Airway Navigation System for Real-time Robust Bronchoscope Localization. CoRR (2024)
Huan Xu, Jinlin Wu, Guanglin Cao, Zhen Lei, Zhen Chen, Hongbin Liu
Enhancing Surgical Robots with Embodied Intelligence for Autonomous Ultrasound Scanning. CoRR (2024)
Haoyan Gong, Yuzheng Feng, Zhenrong Zhang, Xianxu Hou, Jingxin Liu, Siqi Huang, Hongbin Liu
A Dataset and Model for Realistic License Plate Deblurring. CoRR (2024)
Qingyao Tian, Huai Liao, Xinyan Huang, Bingyu Yang, Jinlin Wu, Jian Chen, Lujie Li, Hongbin Liu
BronchoTrack: Airway Lumen Tracking for Branch-Level Bronchoscopic Localization. CoRR (2024)
Qingyao Tian, Huai Liao, Xinyan Huang, Jian Chen, Zihui Zhang, Bingyu Yang, Sébastien Ourselin, Hongbin Liu
DD-VNB: A Depth-based Dual-Loop Framework for Real-time Visually Navigated Bronchoscopy. CoRR (2024)
Xinran Liu, Hao Chen, Hongbin Liu
Optimization of Flexible Bronchoscopy Shape Sensing Using Fiber Optic Sensors. ICRA (2024)
Zhenrong Zhang, Jianan Liu, Yuxuan Xia, Tao Huang, Qing-Long Han, Hongbin Liu
LEGO: Learning and Graph-Optimized Modular Tracker for Online Multi-Object Tracking with Point Clouds. CoRR (2023)
Qian Wang, Hongbin Liu, Wei Peng, Chengdong Li
Accurate Detection of the Workers and Machinery in Construction Sites Considering the Occlusions. NCAA (1) (2023)
Deqiang Xiang, Xin Zhang, Wei Wu, Hongbin Liu
DensePPMUNet-a: A Robust Deep Learning Network for Segmenting Water Bodies From Aerial Images. IEEE Trans. Geosci. Remote. Sens. 61 (2023)
Zhen Sun, Huan Xu, Jinlin Wu, Zhen Chen, Zhen Lei, Hongbin Liu
PWISeg: Point-based Weakly-supervised Instance Segmentation for Surgical Instruments. CoRR (2023)
Hongbin Liu, Han Zhou, Hao Chen, Yong Yan, Jianping Huang, Ao Xiong, Shaojie Yang, Jiewei Chen, Shaoyong Guo
A Federated Learning Multi-Task Scheduling Mechanism Based on Trusted Computing Sandbox. Sensors 23 (4) (2023)
Mingcong Chen, Yuanrui Huang, Jian Chen, Tongxi Zhou, Jiuan Chen, Hongbin Liu
Fully Robotized 3D Ultrasound Image Acquisition for Artery. ICRA (2023)
Mehdi Salehifar, Yuwen He, Kai Zhang, Hongbin Liu, Li Zhang
Iterative Bi-Directional Optical Flow for Decoder Side Motion Vector Refinement. VCIP (2023)
Zhen Chen, Qingyu Guo, Leo K. T. Yeung, Danny T. M. Chan, Zhen Lei, Hongbin Liu, Jinqiao Wang
Surgical Video Captioning with Mutual-Modal Concept Alignment. MICCAI (9) (2023)
Jian Chen, Shuai Wang, Qingxiang Zhao, Mingcong Chen, Hongbin Liu
A Robotized Soft Endoscope with Stereo Vision for Upper Gastrointestinal Endoscopic Submucosal Dissection (ESD). EMBC (2023)
Xinran Liu, Hao Chen, Yuanrui Huang, Jian Chen, Hongbin Liu
Modeling and Compensation of Self-Twisting Angle for Shape Sensing in Flexible Bronchoscopy. ROBIO (2023)
Yuanrui Huang, Runyu Ma, Jian Hu, Mingcong Chen, Jian Chen, Hongbin Liu
Magnetic-Actuated Flexible Instruments with Enhanced Bending Capability through Magnetic Distribution Optimization. CASE (2023)
Baisheng Xu, Wei Wu, Haohui Ye, Xinrong Li, Hongbin Liu
Monitoring the Area Change in the Three Gorges Reservoir Riparian Zone Based on Genetic Algorithm Optimized Machine Learning Algorithms and Sentinel-1 Data. Remote. Sens. 15 (23) (2023)
Chengbin Pang, Hongbin Liu, Yifan Wang, Neil Zhenqiang Gong, Bing Mao, Jun Xu
Generation-based fuzzing? Don't build a new generator, reuse! Comput. Secur. 129 (2023)
Xingjian Luo, You Pang, Zhen Chen, Jinlin Wu, Zongmin Zhang, Zhen Lei, Hongbin Liu
SurgPLAN: Surgical Phase Localization Network for Phase Recognition. CoRR (2023)
Kun Zhao, Yongkun Liu, Siyuan Hao, Shaoxing Lu, Hongbin Liu, Lijian Zhou
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Jie Yang, Jinyong Wang, Jiulong Sha, Hongqi Dai, Hongbin Liu
Quality-related monitoring of distributed process systems using dynamic concurrent partial least squares. Comput. Ind. Eng. 164 (2022)
Yanan Zhou, Wei Wu, Hongbin Liu
Exploring the Influencing Factors in Identifying Soil Texture Classes Using Multitemporal Landsat-8 and Sentinel-2 Data. Remote. Sens. 14 (21) (2022)
Yanan Zhou, Wei Wu, Huan Wang, Xin Zhang, Chao Yang, Hongbin Liu
Identification of Soil Texture Classes Under Vegetation Cover Based on Sentinel-2 Data With SVM and SHAP Techniques. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Yupei Liu, Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong
StolenEncoder: Stealing Pre-trained Encoders. CoRR (2022)
Huan Wang, Xin Zhang, Wei Wu, Hongbin Liu
Prediction of Soil Organic Carbon under Different Land Use Types Using Sentinel-1/-2 Data in a Small Watershed. Remote. Sens. 13 (7) (2021)
Wei-Jung Chien, Li Zhang, Martin Winken, Xiang Li, Ru-Ling Liao, Han Gao, Chih-Wei Hsu, Hongbin Liu, Chun-Chi Chen
Motion Vector Coding and Block Merging in the Versatile Video Coding Standard. IEEE Trans. Circuits Syst. Video Technol. 31 (10) (2021)
Zelin Huang, Wei Wu, Hongbin Liu, Weichun Zhang, Jin Hu
Identifying Dynamic Changes in Water Surface Using Sentinel-1 Data Based on Genetic Algorithm and Machine Learning Techniques. Remote. Sens. 13 (18) (2021)
Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong
PointGuard: Provably Robust 3D Point Cloud Classification. CoRR (2021)
Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong
On the Intrinsic Differential Privacy of Bagging. IJCAI (2021)
Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong
PointGuard: Provably Robust 3D Point Cloud Classification. CVPR (2021)
Jinyuan Jia, Hongbin Liu, Neil Zhenqiang Gong
10 Security and Privacy Problems in Self-Supervised Learning. CoRR (2021)
Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. CoRR (2021)
Aimin Zhou, Hongbin Liu, Shutao Zhang, Jinyan Ouyang
Evaluation and Design Method for Product Form Aesthetics Based on Deep Learning. IEEE Access 9 (2021)
Hongbin Liu, Jinyuan Jia, Wenjie Qu, Neil Zhenqiang Gong
EncoderMI: Membership Inference against Pre-trained Encoders in Contrastive Learning. CCS (2021)
Weichun Zhang, Hongbin Liu, Wei Wu, Linqing Zhan, Jing Wei
Mapping Rice Paddy Based on Machine Learning with Sentinel-2 Multi-Temporal Data: Model Comparison and Transferability. Remote. Sens. 12 (10) (2020)
Hongbin Liu, Jinyuan Jia, Neil Zhenqiang Gong
On the Intrinsic Differential Privacy of Bagging. CoRR (2020)
Shuai Wang, Qianlai Zhuang, Xinxin Jin, Zijiao Yang, Hongbin Liu
Predicting Soil Organic Carbon and Soil Nitrogen Stocks in Topsoil of Forest Ecosystems in Northeastern China Using Remote Sensing Data. Remote. Sens. 12 (7) (2020)
Hongbin Liu, Ickjai Lee
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting. ECAI (2020)
Yuhuai Zhang, Kai Zhang, Li Zhang, Hongbin Liu, Yue Wang, Shanshe Wang, Siwei Ma, Wen Gao
Implicit-Selected Transform in Video Coding. ICME Workshops (2020)
Hongbin Liu, Ickjai Lee
MPL-GAN: Toward Realistic Meteorological Predictive Learning Using Conditional GAN. IEEE Access 8 (2020)
Wei Ouyang, Peng Wei, Xiang Gao, R. Srinivasan, Haw Yen, Xianhong Xie, Lianhua Liu, Hongbin Liu
Optimization of SWAT-Paddy for modeling hydrology and diffuse pollution of large rice paddy fields. Environ. Model. Softw. 130 (2020)
Jinyuan Jia, Binghui Wang, Xiaoyu Cao, Hongbin Liu, Neil Zhenqiang Gong
Almost Tight L0-norm Certified Robustness of Top-k Predictions against Adversarial Perturbations. CoRR (2020)
Shigeyuki Tateno, Hongbin Liu, Junhong Ou
Development of Sign Language Motion Recognition System for Hearing-Impaired People Using Electromyography Signal. Sensors 20 (20) (2020)
Hongbin Liu, Ickjai Lee
Bridging the Gap Between Training and Inference for Spatio-Temporal Forecasting. CoRR (2020)
Hongbin Liu, Chen Xin, Hao Zhang, Fengshan Zhang, Mingzhi Huang
Effluent Quality Prediction of Papermaking Wastewater Treatment Processes Using Stacking Ensemble Learning. IEEE Access 8 (2020)
Hongbin Liu, Hao Zhang, Yuchen Zhang, Fengshan Zhang, Mingzhi Huang
Modeling of Wastewater Treatment Processes Using Dynamic Bayesian Networks Based on Fuzzy PLS. IEEE Access 8 (2020)
Hongbin Liu, Chong Yang, Mingzhi Huang, ChangKyoo Yoo
Soft sensor modeling of industrial process data using kernel latent variables-based relevance vector machine. Appl. Soft Comput. 90 (2020)
Kun Zhao, Yongkun Liu, Siyuan Hao, Shaoxing Lu, Hongbin Liu, Lijian Zhou
Bounding Boxes Are All We Need: Street View Image Classification via Context Encoding of Detected Buildings. CoRR (2020)
Hongbin Liu, Hao Wu, Weiwei Sun, Ickjai Lee
Spatio-Temporal GRU for Trajectory Classification. ICDM (2019)
Zehua Huang, Renren Wu, Xiaohui Yi, Hongbin Liu, Jiannan Cai, Guoqiang Niu, Mingzhi Huang, Guangguo Ying
A Novel Model with GA Evolving FWNN for Effluent Quality and Biogas Production Forecast in a Full-Scale Anaerobic Wastewater Treatment Process. Complex. 2019 (2019)
Hongbin Liu, Faliang Chang, Chunsheng Liu
Multi-target tracking with hierarchical data association using main-parts and spatial-temporal feature models. Multim. Tools Appl. 78 (20) (2019)
Hongbin Liu, Ming Xu, Yiming Wu, Ning Zheng, Yuangfang Chen, Md. Zakirul Alam Bhuiyan
Resilient Bipartite Consensus for Multi-agent Networks with Antagonistic Interactions. TrustCom/BigDataSE (2018)
Mingzhi Huang, Di Tian, Hongbin Liu, Chao Zhang, Xiaohui Yi, Jiannan Cai, Jujun Ruan, Tao Zhang, Shaofei Kong, Guangguo Ying
A Hybrid Fuzzy Wavelet Neural Network Model with Self-Adapted Fuzzy c-Means Clustering and Genetic Algorithm for Water Quality Prediction in Rivers. Complex. 2018 (2018)
Hongbin Liu, Ickjai Lee
End-to-end trajectory transportation mode classification using Bi-LSTM recurrent neural network. ISKE (2017)
Lijun Chen, Ming Xu, Xue Yang, Ning Zheng, Yiming Wu, Jian Xu, Tong Qiao, Hongbin Liu
A Privacy Settings Prediction Model for Textual Posts on Social Networks. CollaborateCom (2017)
Ying Chen, Hongbin Liu, Xin Zhao
Texture based sub-PU motion inheritance for depth coding. ICIP (2015)
Hongbin Liu, Ying Chen
Generic segment-wise DC for 3D-HEVC depth intra coding. ICIP (2014)
Hongbin Liu, Ruiqin Xiong, Debin Zhao, Siwei Ma, Wen Gao
Multiple Hypotheses Bayesian Frame Rate Up-Conversion by Adaptive Fusion of Motion-Compensated Interpolations. IEEE Trans. Circuits Syst. Video Technol. 22 (8) (2012)
Yongbing Zhang, Debin Zhao, Hongbin Liu, Yongpeng Li, Siwei Ma, Wen Gao
Side information generation with auto regressive model for low-delay distributed video coding. J. Vis. Commun. Image Represent. 23 (1) (2012)
Weiwei Xu, Hongbin Liu, Yujun Xue, Jishun Li
Strength analysis for pre-stressed bolted joints of turntable bearings. EMEIT (2011)
Yuan Liu, Haitao Wu, Hongbin Liu
The Kinematic Analysis and Parametric Design of Beam Pumping Unit Based on ADAMS. ICDMA (2011)
Hongbin Liu, Ruiqin Xiong, Siwei Ma, Debin Zhao, Wen Gao
Bayesian frame interpolation by fusing multiple motion-compensated prediction frames. ICIP (2011)
Yunyang Ling, Hongbin Liu, Yi-Kuen Lee
A micro flow cytometry system for study of marine phytoplankton from costal waters of Hong Kong. NEMS (2010)
Shengli Sun, Zhenghua Huang, Hao Zhong, Dongbo Dai, Hongbin Liu, Jinjiu Li
Efficient monitoring of skyline queries over distributed data streams. Knowl. Inf. Syst. 25 (3) (2010)
Hongbin Liu, Siwei Ma, Xiaopeng Fan, Debin Zhao, Wen Gao
Background aided surveillance-oriented distributed video coding. PCS (2010)
Hongbin Liu, Lun Li, Yujun Xue, Jishun Li, Wei Ma
Effect of Different Textured Surfaces on Lubricating Characteristics of Area Contact Friction Pairs. DET (2009)
Hongbin Liu, Yongpeng Li, Xianming Liu, Siwei Ma, Debin Zhao, Wen Gao
Two-pass reconstruction in distributed video coding. PCS (2009)
Hongbin Liu, Yongpeng Li, Xianming Liu, Siwei Ma, Debin Zhao, Wen Gao
Improved low delay distributed video coding. PCS (2009)
Yongpeng Li, Hongbin Liu, Xianming Liu, Siwei Ma, Debin Zhao, Wen Gao
Multi-hypothesis based multi-view distributed video coding. PCS (2009)
Xianming Liu, Yongbing Zhang, Yongpeng Li, Hongbin Liu, Siwei Ma, Debin Zhao
Local adaptive learning and fusion for side information interpolation in distributed video coding. PCS (2009)
Erli Zhang, Debin Zhao, Yongbing Zhang, Hongbin Liu, Siwei Ma, Ronggang Wang
A JND Guided Foveation Video Coding. PCM (2008)
Shrideep Pallickara, Geoffrey C. Fox, Ahmet Uyar, Hongbin Liu, Xi Rao, David W. Walker, Beytullah Yildiz
Performance of a possible Grid message infrastructure. Concurr. Pract. Exp. 17 (2-4) (2005)
Shrideep Pallickara, Geoffrey C. Fox, John Yin, Gurhan Gunduz, Hongbin Liu, Ahmet Uyar, Mustafa Varank
A Transport Framework for Distributed Brokering Systems. PDPTA (2003)