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2020 – today
- 2026
[i12]Sophie Kearney, Shu Yang, Zixuan Wen, Weimin Lyu, Bojian Hou, Duy Duong-Tran, Tianlong Chen, Jason H. Moore, Marylyn D. Ritchie, Chao Chen, Li Shen:
Tabular LLMs for Interpretable Few-Shot Alzheimer's Disease Prediction with Multimodal Biomedical Data. CoRR abs/2603.17191 (2026)- 2025
- [j1]Dachuan Song
, Li Shen, Duy Duong-Tran, Xuan Wang:
Reconstructing brain causal dynamics for subject and task fingerprints using fMRI time-series data. Health Inf. Sci. Syst. 13(1): 70 (2025) - [c12]Bach V. Nguyen, Tianlong Chen, Shu Yang, Bojian Hou, Li Shen, Duy Duong-Tran:
Evaluating topological fitness of human brain-inspired sub-circuits in Echo State Networks. AAAI Bridge Program 2025: 79-89 - [c11]Bojian Hou, Zhanliang Wang, Zhuoping Zhou, Boning Tong, Zexuan Wang, Jingxuan Bao, Duy Duong-Tran, Qi Long, Li Shen:
Fair CCA for Fair Representation Learning: An ADNI Study. BCB 2025: 12:1-12:10 - [c10]Frederick H. Xu, Duy Duong-Tran, Heng Huang, Andrew J. Saykin, Paul M. Thompson, Christos Davatzikos, Yize Zhao, Li Shen:
Characterizing Amyloid Pathogenic Spread in Alzheimer's Disease Through A Network Diffusion Model. BCB 2025: 17:1-17:9 - [c9]Sophie Kearney, Shu Yang, Zixuan Wen, Bojian Hou, Duy Duong-Tran, Tianlong Chen, Jason H. Moore, Marylyn D. Ritchie, Li Shen:
Enabling Few-Shot Alzheimer's Disease Diagnosis on Biomarker Data with Tabular LLMs. BCB 2025: 20:1-20:10 - [c8]Hongzhuo Chen, Rahul Shukla, Ruiming Wu, Shu Yang, Duy Duong-Tran, Duy Minh Ho Nguyen, Mathias Niepert, Cameron Beeche, James C. Gee, Jeffrey T. Duda, Rakesh Sharma, Christos Davatzikos, Walter R. Witschey, Bojian Hou, Li Shen:
Adapting Vision-Language Models for 3D CT/MRI Understanding on PMBB via Slice Selection and Explanation Analysis. ICCVW 2025: 2294-2303 - [i11]Joseph Lee, Tianqi Shang, Jae Young Baik, Duy Duong-Tran, Shu Yang, Lingyao Li, Li Shen:
Investigating LLMs in Clinical Triage: Promising Capabilities, Persistent Intersectional Biases. CoRR abs/2504.16273 (2025) - [i10]Xuan Wang, Duy Duong-Tran, Jorge Cortés:
Data-Driven Stabilization of Unknown Linear-Threshold Network Dynamics. CoRR abs/2504.19950 (2025) - [i9]Dachuan Song, Li Shen, Duy Duong-Tran, Xuan Wang:
Reconstructing Brain Causal Dynamics for Subject and Task Fingerprints using fMRI Time-series Data. CoRR abs/2505.06392 (2025) - [i8]Bojian Hou, Zhanliang Wang, Zhuoping Zhou, Boning Tong, Zexuan Wang, Jingxuan Bao, Duy Duong-Tran, Qi Long, Li Shen:
Fair CCA for Fair Representation Learning: An ADNI Study. CoRR abs/2507.09382 (2025) - [i7]Sophie Kearney, Shu Yang, Zixuan Wen, Bojian Hou, Duy Duong-Tran, Tianlong Chen, Jason H. Moore, Marylyn D. Ritchie, Li Shen:
Enabling Few-Shot Alzheimer's Disease Diagnosis on Tabular Biomarker Data with LLMs. CoRR abs/2507.23227 (2025) - [i6]Farica Zhuang, Dinara Aliyeva, Shu Yang, Zixuan Wen, Duy Duong-Tran, Christos Davatzikos, Tianlong Chen, Song Wang, Li Shen:
Multimodal Fusion of Regional Brain Experts for Interpretable Alzheimer's Disease Diagnosis. CoRR abs/2512.10966 (2025) - 2024
- [c7]Duy Minh Ho Nguyen, An Thai Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag:
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. ACML 2024: 687-702 - [c6]Dachuan Song, Li Shen, Duy Duong-Tran, Xuan Wang:
Causality-based Subject and Task Fingerprints using fMRI Time-series Data. BCB 2024: 18:1-18:10 - [c5]Frederick H. Xu, Duy Duong-Tran, Yize Zhao, Li Shen:
Caudal and Thalamic Segregation in White Matter Brain Network Communities in Alzheimer's Disease Population. BHI 2024: 1-8 - [c4]Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen:
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. EMNLP (Findings) 2024: 2187-2205 - [c3]Duy Duong-Tran, Mark Magsino, Joaquín Goñi, Li Shen:
Preserving Human Large-Scale Brain Connectivity Fingerprint Identifiability with Random Projections. ISBI 2024: 1-5 - [c2]Nghi Nguyen, Tao Hou, Enrico Amico, Jingyi Zheng, Huajun Huang, Alan D. Kaplan, Giovanni Petri, Joaquín Goñi, Ralph Kaufmann, Yize Zhao, Duy Duong-Tran, Li Shen:
Volume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic Dynamics. MICCAI (3) 2024: 519-529 - [i5]Dawei Li, Shu Yang, Zhen Tan, Jae Young Baik, Sukwon Yun, Joseph Lee, Aaron Chacko, Bojian Hou, Duy Duong-Tran, Ying Ding, Huan Liu, Li Shen, Tianlong Chen:
DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature. CoRR abs/2405.04819 (2024) - [i4]Duy M. H. Nguyen, An T. Le, Trung Quoc Nguyen, Nghiem Tuong Diep, Tai Nguyen, Duy Duong-Tran, Jan Peters, Li Shen, Mathias Niepert, Daniel Sonntag:
Dude: Dual Distribution-Aware Context Prompt Learning For Large Vision-Language Model. CoRR abs/2407.04489 (2024) - [i3]Duy Duong-Tran, Siqing Wei, Li Shen:
Theorizing neuro-induced relationships between cognitive diversity, motivation, grit and academic performance in multidisciplinary engineering education context. CoRR abs/2407.17584 (2024) - [i2]Dachuan Song, Li Shen, Duy Duong-Tran, Xuan Wang:
Causality-based Subject and Task Fingerprints using fMRI Time-series Data. CoRR abs/2409.18298 (2024) - [i1]Joseph Lee, Shu Yang, Jae Young Baik, Xiaoxi Liu, Zhen Tan, Dawei Li, Zixuan Wen, Bojian Hou, Duy Duong-Tran, Tianlong Chen, Li Shen:
Knowledge-Driven Feature Selection and Engineering for Genotype Data with Large Language Models. CoRR abs/2410.01795 (2024) - 2022
- [c1]Frederick H. Xu, Sumita Garai, Duy Duong-Tran, Andrew J. Saykin, Yize Zhao, Li Shen:
Consistency of Graph Theoretical Measurements of Alzheimer's Disease Fiber Density Connectomes Across Multiple Parcellation Scales. BIBM 2022: 1323-1328
Coauthor Index
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