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ORCIDChloe Yixin Xie
Person information
- affiliation: Kennesaw State University, Department of Information Technology, GA, USA
- affiliation (2019-2022): University of Texas at El Paso, TX, USA
Other persons with the same name
- Yixin Xie — disambiguation page
- Yixin Xie 0002
![[0009-0000-0979-4175]](https://dblp.dagstuhl.de/img/orcid-mark.12x12.png "0009-0000-0979-4175")
— Beijing University of Posts and Telecommunications (BUPT), School of Mathematical Sciences, Beijing, China
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2020 – today
- 2025
[j5]Pablo Ordóñez, Ying Xie, Xinyue Zhang, Chloe Yixin Xie, Santiago Acosta, Issac Guitierrez:
SPADE: Superpixel Adjacency Driven Embedding for Three-Class Melanoma Segmentation. Algorithms 18(9): 551 (2025)- [j4]Mohammad Nasajpour, Seyedamin Pouriyeh, Reza M. Parizi, Meng Han, Fatemeh Mosaiyebzadeh, Yixin Xie, Liyuan Liu, Daniel Macêdo Batista:
Advances in Application of Federated Machine Learning for Oncology and Cancer Diagnosis. Inf. 16(6): 487 (2025) - [j3]Ming Yang, Rui Wu, Yunxuan Yang, Liang Tao, Yifan Zhang, Yixin Xie, Gnana Prakash Reddy Donthi Reddy:
Image Matching: Foundations, State of the Art, and Future Directions. J. Imaging 11(10): 329 (2025) - [c11]Lingtao Chen, Kazi Fahim Ahmad Nasif, Ming Yang, Shuteng Niu, Bobin Deng, Yixin Xie:
Automatic Molecular Dynamics Simulation with Binding Affinity Prediction Using Deep Learning. ICTAI 2025: 292-298 - [c10]Kazi Fahim Ahmad Nasif, Bobin Deng, Lingtao Chen, Yixin Xie, Shaolei Teng, Jiang Li, Liang Zhao, Syed Md Shamsul Alam, Nobel Dhar, Kun Suo, Dan Chia-Tien Lo:
AccelMD: A Self-Adaptive AI-Enabled Framework for Accelerating Molecular Dynamics Simulations. ICTAI 2025: 1420-1427 - [c9]Zakaria O. Elghazzali, Chen Zhao, Kewei Chen, Lingtao Chen, Bobin Deng, Kazi Fahim Ahmad Nasif, Yixin Xie:
Multimodal Deep Learning for Alzheimer's Disease Classification: A Practical Fusion Framework for Clinical Deployment. ICTAI 2025: 1492-1498 - [c8]Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Alessandro Santopaolo, Ilaria Basile, Giovanna Sannino:
Enhancing Alzheimer's Disease Detection Using LLM-Generated Synthetic Data and Multi-Level Embeddings. IJCNN 2025: 1-7 - [c7]Venkata Sai Bhargav Mutala, Seyedamin Pouriyeh, Chloe Yixin Xie, Meng Han, Ilaria Basile, Giovanna Sannino:
Enhancing Alzheimer's Diagnosis Through Spontaneous Speech Recognition: Deep Learning Approach with Data Augmentation. ISCC 2025: 1-6 - [i3]Donghyun Jeon, Wenbo Sun, Houbing Herbert Song, Dongfang Liu, Alvaro Velasquez, Chloe Yixin Xie, Shuteng Niu:
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion. CoRR abs/2501.04161 (2025) - 2024
- [j2]Bobin Deng, Bhargava Nadendla, Kun Suo, Yixin Xie, Dan Chia-Tien Lo:
Fixed-point Encoding and Architecture Exploration for Residue Number Systems. ACM Trans. Archit. Code Optim. 21(3): 53:1-53:27 (2024) - [c6]Donghyun Jeon, Wenbo Sun, Houbing Herbert Song, Dongfang Liu, Alvaro Velasquez, Chloe Yixin Xie, Shuteng Niu:
KGIF: Optimizing Relation-Aware Recommendations with Knowledge Graph Information Fusion. IEEE Big Data 2024: 6021-6030 - [c5]Lijing Zhu, Donghyun Jeon, Wenbo Sun, Li Yang, Yixin Xie, Shuteng Niu:
Flexible Memory Rotation (FMR): Rotated Representation with Dynamic Regularization to Overcome Catastrophic Forgetting in Continual Knowledge Graph Learning. IEEE Big Data 2024: 6180-6189 - [c4]Lingtao Chen, Kazi Fahim Ahmad Nasif, Bobin Deng, Shuteng Niu, Chloe Yixin Xie:
Predicting Protein-Protein Binding Affinity with Deep Learning: A Comparative Analysis of CNN and Transformer Models. ICTAI 2024: 548-555 - [i2]Liang Tao, Yixin Xie, Jeffrey D. Deng, Hui Shen, Hong-Wen Deng, Weihua Zhou, Chen Zhao:
SGUQ: Staged Graph Convolution Neural Network for Alzheimer's Disease Diagnosis using Multi-Omics Data. CoRR abs/2410.11046 (2024) - 2023
- [c3]Sricharan Donkada, Seyedamin Pouriyeh, Reza M. Parizi, Chloe Yixin Xie, Hossain Shahriar:
Early Heart Disease Detection Using Mel-Spectrograms and Deep Learning. ISCC 2023: 1-6 - [c2]Durga Narayana Varma Addepalli, Jiawei Chen, Chloe Yixin Xie:
Molecular Dynamics Simulations on Coronavirus Variants of Concern (VOC). SIGITE 2023: 213-215 - 2022
- [c1]Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Yingjie Victor Chen, Lin Li, Dongfang Liu:
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception. WACV 2022: 3411-3420 - 2021
- [i1]Yiming Cui, Zhiwen Cao, Yixin Xie, Xingyu Jiang, Feng Tao, Yingjie Victor Chen, Lin Li, Dongfang Liu:
DG-Labeler and DGL-MOTS Dataset: Boost the Autonomous Driving Perception. CoRR abs/2110.07790 (2021) - 2020
- [j1]Yixin Xie, Dan Du, Chitra B. Karki, Wenhan Guo, Alan E. Lopez-Hernandez, Shengjie Sun, Brenda Y. Juarez, Haotian Li, Jun Wang, Lin Li:
Revealing the Mechanism of SARS-CoV-2 Spike Protein Binding With ACE2. Comput. Sci. Eng. 22(6): 21-29 (2020)
Coauthor Index
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