PPaperPicks

Li Shen

14 papers at tracked venues · 10 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3AAAI ×2ICCV ×2MICCAI ×2AISTATS ×1EMNLP ×1ICLR ×1ICML ×1SIGKDD ×1

Frequent coauthors

Bojian Hou
×11
Shu Yang
×5
Duy Duong-Tran
×4
Ruochen Jin
×3
Weijie J. Su
×3
Weiqing He
×3
Qi Long
×3
Davoud Ataee Tarzanagh
×3
Christos Davatzikos
×2
Tianlong Chen
×2
Jiancong Xiao
×2
Parvin Nazari
×2

Papers

  1. Adapting Vision-Language Models for 3D CT/MRI Understanding on PMBB via Slice Selection and Explanation Analysis
    ICCV 2025 ·
    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
  2. Evaluating topological fitness of human brain-inspired sub-circuits in Echo State Networks
    AAAI 2025 ·
    Bach V. Nguyen
    ,
    Tianlong Chen
    ,
    Shu Yang
    ,
    Bojian Hou
    , Li Shen,
    Duy Duong-Tran
  3. Fine-Tuning Attention Modules Only: Enhancing Weight Disentanglement in Task Arithmetic
    ICLR 2025 ·
    Ruochen Jin
    ,
    Bojian Hou
    ,
    Jiancong Xiao
    ,
    Weijie J. Su
    , Li Shen
  4. Integrating Social Determinants of Health in a Multi-Modal Deep Clustering Survival Model for Injury-Risk in Alzheimer’s and Related Dementia Patients
    AAAI 2025 ·
    Kazi Noshin
    ,
    Mary Regina Boland
    ,
    Bojian Hou
    ,
    Weiqing He
    ,
    Victoria Lu
    , Li Shen,
    Aidong Zhang
  5. MentalChat16K: A Benchmark Dataset for Conversational Mental Health Assistance
    SIGKDD 2025 ·
    Jia Xu
    ,
    Tianyi Wei
    ,
    Bojian Hou
    ,
    Patryk Orzechowski
    ,
    Shu Yang
    ,
    Ruochen Jin
    ,
    Rachael Paulbeck
    ,
    Joost B. Wagenaar
    ,
    George Demiris
    , Li Shen
  6. Multi-Modal Deep Clustering Survival Machines for Alzheimer's Disease Subtype Discovery
    ICCV 2025 ·
    Zixuan Wen
    ,
    Bojian Hou
    ,
    Weiqing He
    ,
    Shu Yang
    ,
    Jason H. Moore
    ,
    Andrew J. Saykin
    ,
    Heng Huang
    ,
    Paul M. Thompson
    ,
    Marylyn D. Ritchie
    ,
    Christos Davatzikos
    , Li Shen
  7. On the Empirical Power of Goodness-of-Fit Tests in Watermark Detection
    NeurIPS 2025 ·
    Weiqing He
    ,
    Xiang Li
    ,
    Tianqi Shang
    , Li Shen,
    Weijie Su
    ,
    Qi Long
  8. Restoring Calibration for Aligned Large Language Models: A Calibration-Aware Fine-Tuning Approach
    ICML 2025 ·
    Jiancong Xiao
    ,
    Bojian Hou
    ,
    Zhanliang Wang
    ,
    Ruochen Jin
    ,
    Qi Long
    ,
    Weijie J. Su
    , Li Shen
  9. Stochastic Regret Guarantees for Online Zeroth- and First-Order Bilevel Optimization
    NeurIPS 2025 ·
    Parvin Nazari
    ,
    Bojian Hou
    ,
    Davoud Ataee Tarzanagh
    , Li Shen,
    George Michailidis
  10. DALK: Dynamic Co-Augmentation of LLMs and KG to answer Alzheimer's Disease Questions with Scientific Literature
    EMNLP 2024 ·
    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
  11. Fairness-Aware Estimation of Graphical Models
    NeurIPS 2024 ·
    Zhuoping Zhou
    ,
    Davoud Ataee Tarzanagh
    ,
    Bojian Hou
    ,
    Qi Long
    , Li Shen
  12. Online Bilevel Optimization: Regret Analysis of Online Alternating Gradient Methods
    AISTATS 2024 ·
    Davoud Ataee Tarzanagh
    ,
    Parvin Nazari
    ,
    Bojian Hou
    , Li Shen,
    Laura Balzano
  13. Subject-Adaptive Transfer Learning Using Resting State EEG Signals for Cross-Subject EEG Motor Imagery Classification
    MICCAI 2024 ·
    Sion An
    ,
    Myeongkyun Kang
    ,
    Soopil Kim
    ,
    Philip Chikontwe
    , Li Shen,
    Sang Hyun Park
  14. Volume-Optimal Persistence Homological Scaffolds of Hemodynamic Networks Covary with MEG Theta-Alpha Aperiodic Dynamics
    MICCAI 2024 ·
    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