Junjie Bai

According to our database, Junjie Bai authored at least 56 papers between 2011 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of three.

2024

DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models.

Muyang Li, Tianle Cai, Jiaxin Cao, Qinsheng Zhang, Han Cai, Junjie Bai, Yangqing Jia, Ming-Yu Liu, Kai Li, Song Han

CoRR, 2024

MonoNN: Enabling a New Monolithic Optimization Space for Neural Network Inference Tasks on Modern GPU-Centric Architectures.

Donglin Zhuang, Zhen Zheng, Haojun Xia, Xiafei Qiu, Junjie Bai, Wei Lin, Shuaiwen Leon Song

Proceedings of the 18th USENIX Symposium on Operating Systems Design and Implementation, 2024

OmniMotionGPT: Animal Motion Generation with Limited Data.

Zhangsihao Yang, Mingyuan Zhou, Mengyi Shan, Bingbing Wen, Ziwei Xuan, Mitch Hill, Junjie Bai, Guo-Jun Qi, Yalin Wang

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

DistriFusion: Distributed Parallel Inference for High-Resolution Diffusion Models.

Muyang Li, Tianle Cai, Jiaxin Cao, Qinsheng Zhang, Han Cai, Junjie Bai, Yangqing Jia, Kai Li, Song Han

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

2023

BladeDISC: Optimizing Dynamic Shape Machine Learning Workloads via Compiler Approach.

Zhen Zheng, Zaifeng Pan, Dalin Wang, Kai Zhu, Wenyi Zhao, Tianyou Guo, Xiafei Qiu, Minmin Sun, Junjie Bai, Feng Zhang, Xiaoyong Du, Jidong Zhai, Wei Lin

Proc. ACM Manag. Data, September, 2023

Annotation-Efficient COVID-19 Pneumonia Lesion Segmentation Using Error-Aware Unified Semisupervised and Active Learning.

Zhenghan Fang, Junjie Bai, Xinyu Guo, Xin Wang, Feng Gao, Hao-Yu Yang, Bin Kong, Ying Hou, Kunlin Cao, Qi Song, Jun Xia, Youbing Yin

IEEE Trans. Artif. Intell., April, 2023

Face Fatigue Feature Detection Based on Improved D-S Model in Complex Scenes.

Jianfeng Cai, Xu Liao, Junbo Bai, Zhen Luo, Li Liu, Junjie Bai

IEEE Access, 2023

RECom: A Compiler Approach to Accelerating Recommendation Model Inference with Massive Embedding Columns.

Zaifeng Pan, Zhen Zheng, Feng Zhang, Ruofan Wu, Hao Liang, Dalin Wang, Xiafei Qiu, Junjie Bai, Wei Lin, Xiaoyong Du

Proceedings of the 28th ACM International Conference on Architectural Support for Programming Languages and Operating Systems, 2023

2022

Parameter-Efficient Sparsity for Large Language Models Fine-Tuning.

Yuchao Li, Fuli Luo, Chuanqi Tan, Mengdi Wang, Songfang Huang, Shen Li, Junjie Bai

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

2021

Multi-Scale Representation Learning on Hypergraph for 3D Shape Retrieval and Recognition.

Junjie Bai, Biao Gong, Yining Zhao, Fuqiang Lei, Chenggang Yan, Yue Gao

IEEE Trans. Image Process., 2021

Thermal Tactile Perception: Device, Technology, and Experiments.

Junjie Bai, Jun Peng, Dedong Tang, Zuojin Li, Kan Luo, Jianxin Li, Xue Zhang

Int. J. Cogn. Informatics Nat. Intell., 2021

Redundant Gaussian dictionary in compressed sensing for ambulatory photoplethysmography monitoring.

Kan Luo, Xiao Liu, Jianxing Li, Ying Ma, Qingzhou Ye, Junjie Bai, Chaobing Liang, Fumin Zou

Biomed. Signal Process. Control., 2021

DISC: A Dynamic Shape Compiler for Machine Learning Workloads.

Kai Zhu, Wenyi Zhao, Zhen Zheng, Tianyou Guo, Pengzhan Zhao, Junjie Bai, Jun Yang, Xiaoyong Liu, Lansong Diao, Wei Lin

Proceedings of the EuroMLSys@EuroSys 2021, 2021

2020

Hamming Embedding Sensitivity Guided Fusion Network for 3D Shape Representation.

Biao Gong, Chenggang Yan, Junjie Bai, Changqing Zou, Yue Gao

IEEE Trans. Image Process., 2020

Learning physical properties in complex visual scenes: An intelligent machine for perceiving blood flow dynamics from static CT angiography imaging.

Zhifan Gao, Xin Wang, Shanhui Sun, Dan Wu, Junjie Bai, Youbing Yin, Xin Liu, Heye Zhang, Victor Hugo C. de Albuquerque

Neural Networks, 2020

Learning tree-structured representation for 3D coronary artery segmentation.

Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Kunlin Cao, Jun Xia, Qi Song, Youbing Yin

Comput. Medical Imaging Graph., 2020

Simultaneous Classification and Segmentation of Intracranial Hemorrhage Using a Fully Convolutional Neural Network.

Danfeng Guo, Haihua Wei, Pengfei Zhao, Yue Pan, Hao-Yu Yang, Xin Wang, Junjie Bai, Kunlin Cao, Qi Song, Jun Xia, Feng Gao, Youbing Yin

Proceedings of the 17th IEEE International Symposium on Biomedical Imaging, 2020

A Cognitive Model of the Tactile Vibration Sense and Experiments on a Touch Simulation System.

Junjie Bai, Jiajie Li, Jun Peng, Kan Luo, Shuai Gao, Jianfeng Cai, Yingxu Wang

Proceedings of the 19th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2020

2019

Attention-driven Tree-structured Convolutional LSTM for High Dimensional Data Understanding.

Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Kunlin Cao, Qi Song, Shaoting Zhang, Siwei Lyu, Youbing Yin

CoRR, 2019

Automated anatomical labeling of coronary arteries via bidirectional tree LSTMs.

Dan Wu, Xin Wang, Junjie Bai, Xiaoyang Xu, Bin Ouyang, Yuwei Li, Heye Zhang, Qi Song, Kunlin Cao, Youbing Yin

Int. J. Comput. Assist. Radiol. Surg., 2019

PyTorch: An Imperative Style, High-Performance Deep Learning Library.

Adam Paszke, Sam Gross, Francisco Massa, Adam Lerer, James Bradbury, Gregory Chanan, Trevor Killeen, Zeming Lin, Natalia Gimelshein, Luca Antiga, Alban Desmaison, Andreas Köpf, Edward Z. Yang, Zachary DeVito, Martin Raison, Alykhan Tejani, Sasank Chilamkurthy, Benoit Steiner, Lu Fang, Junjie Bai, Soumith Chintala

Proceedings of the Advances in Neural Information Processing Systems 32: Annual Conference on Neural Information Processing Systems 2019, 2019

Development of Gas Meter based on MEMS Thermal Flow Sensor.

Chenguang Wu, Genli Liu, Yuan Zhai, Yi Xiang, Junjie Bai, Jinliang Shi, Ying Wu, Fuzhong Zheng

Proceedings of the 14th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2019

Residual Attention Based Network for Hand Bone Age Assessment.

Eric Wu, Bin Kong, Xin Wang, Junjie Bai, Yi Lu, Feng Gao, Shaoting Zhang, Kunlin Cao, Qi Song, Siwei Lyu, Youbing Yin

Proceedings of the 16th IEEE International Symposium on Biomedical Imaging, 2019

DeepCenterline: A Multi-task Fully Convolutional Network for Centerline Extraction.

Zhihui Guo, Junjie Bai, Yi Lu, Xin Wang, Kunlin Cao, Qi Song, Milan Sonka, Youbing Yin

Proceedings of the Information Processing in Medical Imaging, 2019

Thermal Tactile Experiment Device Based on Fuzzy PID Controller and Perception Experiments.

Junjie Bai, Jun Peng, Xue Zhang, Xiuyan Zhang, Zuojin Li, Jing Huang, Kan Luo, Jianxin Li

Proceedings of the 18th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2019

2018

Optimal multi-object segmentation with novel gradient vector flow based shape priors.

Junjie Bai, Abhay Shah, Xiaodong Wu

Comput. Medical Imaging Graph., 2018

Multi-scale segmentation using deep graph cuts: Robust lung tumor delineation in MVCBCT.

Xiaodong Wu, Zisha Zhong, John M. Buatti, Junjie Bai

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Train a 3D U-Net to segment cranial vasculature in CTA volume without manual annotation.

Xuhui Chen, Yi Lu, Junjie Bai, Youbing Yin, Kunlin Cao, Yuwei Li, Hanbo Chen, Qi Song, Jun Wu

Proceedings of the 15th IEEE International Symposium on Biomedical Imaging, 2018

Design of Intelligent Street Lamp Control System Based on Wireless Network.

Chenguang Wu, Yiping Deng, Leilei Yin, Bo Yang, Yi Xiang, Junjie Bai, Xiaohua Gu, Jinliang Shi, Rusen Yang, Ying Wu

Proceedings of the 17th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2018

2017

A New Type of Self Driven Door Handle.

Yiping Deng, Lu Liao, Chengguang Wu, Ying Wu, Xiaoyun Zhang, Junjie Bai, Gang Hu, Yuan Zhai, Guang Zhu

Int. J. Softw. Sci. Comput. Intell., 2017

Implanted Cardiac Pacemaker Mathematical Modeling and Research based on the Volume Conduction.

Lixiao Feng, Junjie Bai, Chengyuan Chen, Jun Peng, Guorong Chen

Int. J. Cogn. Informatics Nat. Intell., 2017

Music Emotions Recognition by Machine Learning With Cognitive Classification Methodologies.

Junjie Bai, Kan Luo, Jun Peng, Jinliang Shi, Ying Wu, Lixiao Feng, Jianqing Li, Yingxu Wang

Int. J. Cogn. Informatics Nat. Intell., 2017

Establishment and optimization of human skin charge modeling.

Lixiao Feng, Xie Dong, Jun Peng, Guorong Chen, Chengyuan Chen, Junjie Bai

Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

Self-powered intelligent door handle based on triboelectric nanogenerator.

Yiping Deng, Lu Liao, Ying Wu, Gang Hu, Junjie Bai, Yuan Zhai, Guang Zhu

Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

Music emotions recognition by cognitive classification methodologies.

Junjie Bai, Kan Luo, Jun Peng, Jinliang Shi, Ying Wu, Lixiao Feng, Jianqing Li, Yingxu Wang

Proceedings of the 16th IEEE International Conference on Cognitive Informatics & Cognitive Computing, 2017

2016

Control System of Powered Wheelchairs Based on Tongue Motion Detection.

Lu Liao, Ping Yi Deng, Ying Wu, Junjie Bai, Xiaoyun Zhang, Yi Xiang, Jingliang Shi, Rusen Yang

Int. J. Softw. Sci. Comput. Intell., 2016

Dimensional Music Emotion Recognition by Machine Learning.

Junjie Bai, Lixiao Feng, Jun Peng, Jinliang Shi, Kan Luo, Zuojin Li, Lu Liao, Yingxu Wang

Int. J. Cogn. Informatics Nat. Intell., 2016

Optimal Multiple Surface Segmentation with Convex Priors in Irregularly Sampled Space.

Abhay Shah, Junjie Bai, Michael D. Abràmoff, Xiaodong Wu

CoRR, 2016

Control system of powered wheelchairs based on tongue motion detection.

Lu Liao, Ying Wu, Yi Xiang, Xinping Yan, Jingliang Shi, Junjie Bai, Xiaoyun Zhang, Minghua Du, Rusen Yang, Kory Jenkins

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

Dimensional music emotion recognition by valence-arousal regression.

Junjie Bai, Jun Peng, Jinliang Shi, Dedong Tang, Ying Wu, Jianqing Li, Kan Luo

Proceedings of the 15th IEEE International Conference on Cognitive Informatics & Cognitive Computing , 2016

2015

MASCG: Multi-Atlas Segmentation Constrained Graph method for accurate segmentation of hip CT images.

Chengwen Chu, Junjie Bai, Xiaodong Wu, Guoyan Zheng

Medical Image Anal., 2015

Multiple Surface Segmentation Using Truncated Convex Priors.

Abhay Shah, Junjie Bai, Zhihong Hu, Srinivas R. Sadda, Xiaodong Wu

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2015 - 18th International Conference Munich, Germany, October 5, 2015

Learning orientation invariant contextual features for nodule detection in lung CT scans.

Junjie Bai, Xiaojie Huang, Shubao Liu, Qi Song, Roshni R. Bhagalia

Proceedings of the 12th IEEE International Symposium on Biomedical Imaging, 2015

2014

Graph-based optimal multi-surface segmentation with a star-shaped prior: Application to the segmentation of the optic disc and cup.

Junjie Bai, Mohammad Saleh Miri, Yinxiao Liu, Punam K. Saha, Mona Kathryn Garvin, Xiaodong Wu

Proceedings of the IEEE 11th International Symposium on Biomedical Imaging, 2014

Error-Tolerant Scribbles Based Interactive Image Segmentation.

Junjie Bai, Xiaodong Wu

Proceedings of the 2014 IEEE Conference on Computer Vision and Pattern Recognition, 2014

Fully Automatic Segmentation of Hip CT Images via Random Forest Regression-Based Atlas Selection and Optimal Graph Search-Based Surface Detection.

Chengwen Chu, Junjie Bai, Li Liu, Xiaodong Wu, Guoyan Zheng

Proceedings of the Computer Vision - ACCV 2014, 2014

Photoelectricity property of micro device based on carbon nanotubes.

Ying Wu, Junjie Bai, Shaochun Huang, Xiaoyun Zhang, Yi Xiang

Proceedings of the IEEE 13th International Conference on Cognitive Informatics and Cognitive Computing, 2014

2013

Optimal Co-Segmentation of Tumor in PET-CT Images With Context Information.

Qi Song, Junjie Bai, Dongfeng Han, Sudershan Bhatia, Wenqing Sun, William Rockey, John E. Bayouth, John M. Buatti, Xiaodong Wu

IEEE Trans. Medical Imaging, September, 2013

Optimal Multiple Surface Segmentation With Shape and Context Priors.

Qi Song, Junjie Bai, Mona Kathryn Garvin, Milan Sonka, John M. Buatti, Xiaodong Wu

IEEE Trans. Medical Imaging, 2013

Globally optimal lung tumor co-segmentation of 4D CT and PET images.

Junjie Bai, Qi Song, Sudershan Bhatia, Xiaodong Wu

Proceedings of the Medical Imaging 2013: Image Processing, 2013

2012

3D Lung Tumor Motion Model Extraction from 2D Projection Images of Mega-voltage Cone Beam CT via Optimal Graph Search.

Mingqing Chen, Junjie Bai, Yefeng Zheng, R. Alfredo C. Siochi

Proceedings of the Medical Image Computing and Computer-Assisted Intervention - MICCAI 2012, 2012

Fast dynamic programming for labeling problems with ordering constraints.

Junjie Bai, Qi Song, Olga Veksler, Xiaodong Wu

Proceedings of the 2012 IEEE Conference on Computer Vision and Pattern Recognition, 2012

Simulation on electrical field distribution of dielectrophoresis for carbon nanotube.

Ying Wu, Fuzhong Zheng, Junjie Bai, Xiaoyun Zhang, Yihong Ou, Zhaoying Zhou

Proceedings of the 11th IEEE International Conference on Cognitive Informatics and Cognitive Computing, 2012

2011

Optimization on the self-aligned growth of carbon nanotube.

Ying Wu, Yihong Ou, Junjie Bai, Xing Yang, Lijun Sun, Zhaoying Zhou

Proceedings of the 6th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2011

Research on transport property of carbon nanotube based device.

Ying Wu, Junjie Bai, Zhao-ying Zhou, Aixi Chen, Yi Xiang

Proceedings of the 6th IEEE International Conference on Nano/Micro Engineered and Molecular Systems, 2011

Surface-Region Context in Optimal Multi-object Graph-Based Segmentation: Robust Delineation of Pulmonary Tumors.

Qi Song, Mingqing Chen, Junjie Bai, Milan Sonka, Xiaodong Wu

Proceedings of the Information Processing in Medical Imaging, 2011