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14 results on '"Jintang Xue"'

3. An Overview on Generative AI at Scale With Edge–Cloud Computing

Author

Yun-Cheng Wang, Jintang Xue, Chengwei Wei, and C. -C. Jay Kuo

Subjects
Artificial intelligence, AI-generated content, edge-cloud computing, distributed system, lightweight models, metaverse, Telecommunication, TK5101-6720, Transportation and communications, HE1-9990
Abstract

As a specific category of artificial intelligence (AI), generative artificial intelligence (GenAI) generates new content that resembles what humans create. The rapid development of GenAI systems has created a huge amount of new data on the Internet, posing new challenges to current computing and communication frameworks. Currently, GenAI services rely on the traditional cloud computing framework due to the need for large computation resources. However, such services will encounter high latency because of data transmission and a high volume of user requests. On the other hand, edge-cloud computing can provide adequate computation power and low latency at the same time through the collaboration between edges and the cloud. Thus, it is attractive to build GenAI systems at scale by leveraging the edge-cloud computing paradigm. In this overview paper, we review recent developments in GenAI and edge-cloud computing, respectively. Then, we use two exemplary GenAI applications to discuss technical challenges in scaling up their solutions using edge-cloud collaborative systems. Finally, we list design considerations for training and deploying GenAI systems at scale and point out future research directions.

Published
2023
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10. MP55-18 A NOVEL MACHINE LEARNING FRAMEWORK TO AUTOMATED CHARACTERIZE PROSTATE IMAGING REPORTING AND DATA SYSTEM (PIRADS) ON MRI

Author

Giovanni e. Cacciamani, null masatomo kaneko, null yijing yang, null vasileios magoulianitis, null jintang xue, null jiaxin yang, null jinyuan liu, null maria sarah L. Lenon, Passant Mohamed, Darryl H. Hwang, null karan gill, Manju Aron, Vinay Duddalwar, Suzanne L. Palmer, C.-C. Jay Kuo, Inderbir Gill, Andre Luis Abreu, and Chrysostomos L. Nikias

Subjects
Urology
Published
2023
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11. 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

Author

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, and Chrysostomos L. Nikias

Subjects
Urology
Published
2023
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12. MP55-20 A NOVEL MACHINE LEARNING FRAMEWORK FOR AUTOMATED DETECTION OF PROSTATE CANCER LESIONS CONFIRMED ON MRI-INFORMED TARGET BIOPSY

Author

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, and Chrysostomos L. Nikias

Subjects
Urology
Published
2023
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13. Robust acid–base Ln-MOFs: searching for efficient catalysts in cycloaddition of CO2 with epoxides and cascade deacetalization–Knoevenagel reactions

Author

Xuezhen Si, Xuze Pan, Jintang Xue, Qingxia Yao, Xianqiang Huang, Wenzeng Duan, Yi Qiu, Jie Su, Minglei Cao, and Jun Li

Subjects
General Chemical Engineering, General Chemistry
Abstract

A family of microporous and acid–base Ln-MOFs (1-Ln, Ln = Sm, Eu, Gd, Tb, Dy, Ho, Er, Yb) has been synthesized from the H3NTB ligand. 1-Ln can efficiently catalyze both cycloaddition of epoxides with CO2 and one-pot cascade deacetalization–Knoevenagel reactions.

Published
2022
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14. A series of microporous and robust Ln-MOFs showing luminescence properties and catalytic performances towards Knoevenagel reactions

Author

Wenzeng Duan, Jun Zheng, Jintang Xue, Dandan Zhou, Xuze Pan, Yun-Wu Li, Jie Su, Miaomiao Tian, Xianqiang Huang, and Qing-Xia Yao

Subjects
Inorganic Chemistry, Lanthanide, Benzaldehyde, chemistry.chemical_compound, Materials science, chemistry, Polymer chemistry, Knoevenagel condensation, Microporous material, Isostructural, Luminescence, Catalysis, Malononitrile
Abstract

A series of microporous Ln(III)-based metal–organic frameworks (1-Ln) have been hydrothermally synthesized using 4,4′,4′′-nitrilotribenzoic acid (H3NTB). Single crystal X-ray diffraction analyses show that 1-Ln are isostructural and have 3D porous frameworks with remarkable stability and permanent porosity for Ar and CO2 adsorption. In addition, 1-Ln exhibit diverse photoluminescence emissions depending on the nature of lanthanide ions. More importantly, 1-Ln are further studied in the Knoevenagel reactions of benzaldehyde derivatives and malononitrile under solvent-free conditions, and it is found that 1-Tb shows the best catalytic activities (yields up to 99%), providing a unique example to differentiate the roles of Ln ions within the frameworks in catalyzing Knoevenagel reactions.

Published
2021

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