Publications
2025
Jintang Xue, Ganning Zhao, Jie-En Yao, Hong-En Chen, Yue Hu, Meida Chen, Suya You, C.-C. Jay Kuo, “Descrip3D: Enhancing Large Language Model-based 3D Scene Understanding with Object-Level Text Descriptions”, arXiv preprint arXiv:2507.14555 [paper]
Jiaxin Yang, Vasileios Magoulianitis, Catherine Aurelia Christie Alexander, Jintang Xue, Masatomo Kaneko, Giovanni Cacciamani, Andre Abreu, Vinay Duddalwar, C-C Jay Kuo, Inderbir S Gill, Chrysostomos Nikias, “GUSL: A Novel and Efficient Machine Learning Model for Prostate Segmentation on MRI”, arXiv preprint arXiv:2506.23688 [paper]
Yijing Yang, Vasileios Magoulianitis, Jiaxin Yang, Jintang Xue, Masatomo Kaneko, Giovanni Cacciamani, Andre Abreu, Vinay Duddalwar, C-C Jay Kuo, Inderbir S Gill, Chrysostomos Nikias, “PSHop: A Lightweight Feed-Forward Method for 3D Prostate Gland Segmentation”, APSIPA Transactions on Signal and Information Processing: Vol. 14: No. 1, e6. http://dx.doi.org/10.1561/116.20240061. [paper]
2024
Jintang Xue, Yun-Cheng Wang, Chengwei Wei, C-C Jay Kuo, “Word embedding dimension reduction via weakly-supervised feature selection”, APSIPA Transactions on Signal and Information Processing: Vol. 13: No. 1, e37. http://dx.doi.org/10.1561/116.20240046. [paper, code]
Jintang Xue, Yun-Cheng Wang, Chengwei Wei, C-C Jay Kuo, “Efficient Feature Selection for Word Embedding Dimension Reduction”, Asia-Pacific Signal and Information Processing Association (APSIPA) Annual Summit and Conference, Macau, China, Dec. 3-6, 2024. [paper]
Vasileios Magoulianitis, Jiaxin Yang, Yijing Yang, Jintang Xue, Masatomo Kaneko, Giovanni Cacciamani, Andre Abreu, Vinay Duddalwar, C-C Jay Kuo, Inderbir S Gill, Chrysostomos Nikias, “PCa-RadHop: A transparent and lightweight feed-forward method for clinically significant prostate cancer segmentation”, Computerized Medical Imaging and Graphics,2024 Jun 10:102408. [paper]
Giovanni E Cacciamani, Masatomo Kaneko, Vasileios Magoulianitis, Jiaxin Yang, Yijing Yang, Jintang Xue, Jinyuan Liu, Passant Mohamed, Darryl H Hwang, Karanvir Gill, Lorenzo Storino Ramacciotti, Divyangi Paralkar, Manju Aron, Vinay Duddalwar, Suzanne L Palmer, C-C Jay Kuo, Chrysostomos L Nikias, Inderbir S Gill, Andre Luis Abreu, “PD36-11 A NOVEL LIGHTWEIGHT MACHINE LEARNING MODEL FOR AUTOMATED RECLASSIFICATION OF THE INDEX LESION ON BIPARAMETRIC PROSTATE MRI”, the Journal of Urology, Vol. 211, Issue Supplement 5S, Page e797, May 2024. [paper]
Masatomo Kaneko, Vasileios Magoulianitis, Lorenzo Storino Ramacciotti, Alex Raman, Divyangi Paralkar, Andrew Chen, Timothy N Chu, Yijing Yang, Jintang Xue, Jiaxin Yang, Jinyuan Liu, Donya S Jadvar, Karanvir Gill, Giovanni E Cacciamani, Chrysostomos L Nikias, Vinay Duddalwar, C-C Jay Kuo, Inderbir S Gill, Andre Luis Abreu, “The Novel Green Learning Artificial Intelligence for Prostate Cancer Imaging: A Balanced Alternative to Deep Learning and Radiomics”, Urological Clinics of North America, February 2024. [paper]
2023
Jintang Xue, Yun-Cheng Wang, Chengwei Wei, Xiaofeng Liu, Jonghye Woo, C-C Jay Kuo, “Bias and Fairness in Chatbots: An Overview”, accepted for publication in APSIPA Transactions on Signal and Information Processing. [paper]
Min Zhang*, Jintang Xue*, Pranav Kadam, Hardik Prajapati, Shan Liu, C-C Jay Kuo, “A Tiny Machine Learning Model for Point Cloud Object Classification”, APSIPA Transactions on Signal and Information Processing, Vol. 12, No. 1, e35, 2023. [paper, code] (* denotes equal contribution.)
Yun-Cheng Wang, Jintang Xue, Chengwei Wei, C-C Jay Kuo, “An Overview on Generative AI at Scale with Edge-Cloud Computing”, IEEE Open Journal of the Communications Society, Vol. 4, pp. 2952-2971, 2023. [paper]
Pranav Kadam, Hardik Prajapati, Min Zhang, Jintang Xue, Shan Liu, C-C Jay Kuo, “S3I-PointHop: SO (3)-Invariant PointHop for 3D Point Cloud Classification”, IEEE International Conference on Acoustics, Speech and Signal Processing (ICASSP), Rhodes Island, Greece, June 4-9, 2023. [paper]
Masatomo Kaneko, GIovanni E Cacciamani, Yijing Yang, Vasileios Magoulianitis, Jintang Xue, Jiaxin Yang, Jinyuan Liu, Maria Sarah L Lenon, Passant Mohamed, Darryl H Hwang, Karan Gill, Manju Aron, Vinay Duddalwar, Suzanne L Palmer, C-C Jay Kuo, Andre Luis Abreu, Inderbir Gill, Chrysostomos L Nikias, “MP09-05 AUTOMATED PROSTATE GLAND AND PROSTATE ZONES SEGMENTATION USING A NOVEL MRI-BASED MACHINE LEARNING FRAMEWORK AND CREATION OF SOFTWARE INTERFACE FOR USERS ANNOTATION”, the Journal of Urology, Vol. 209, Issue Supplement 4, Page e105, April 2023. [paper]
Masatomo Kaneko, Giovanni E Cacciamani, Vasileios Magoulianitis, Yijing Yang, Jintang Xue, Jiaxin Yang, Jinyuan Liu, Maria Sarah L Lenon, Passant Mohamed, Darryl H Hwang, Karan Gill, Manju Aron, Vinay Duddalwar, Suzanne L Palmer, C-C Jay Kuo, Inderbir Gill, Andre Luis Abreu, Chrysostomos L Nikias, “MP55-20 A NOVEL MACHINE LEARNING FRAMEWORK FOR AUTOMATED DETECTION OF PROSTATE CANCER LESIONS CONFIRMED ON MRI-INFORMED TARGET BIOPSY”, the Journal of Urology, Vol. 209, Issue Supplement 4, page e771, April 2023. [paper]