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Tianming Liu

University of Georgia, Department of Computer Science, Bioimaging Research Center, Athens, GA, USA

23 papers at tracked venues · 8 at CORE A* · active 2024–2026

DBLP profile ↗ORCID 0000-0002-8132-9048 ↗Google Scholar ↗Homepage ↗

Venues

MICCAI ×11NeurIPS ×3AAAI ×2ACL ×1EMNLP ×1ICDM ×1ICLR ×1ICML ×1ICRA ×1IROS ×1

Frequent coauthors

Xiaowei Yu
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Pengfei Jin
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Huimin Cheng
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Hanqi Jiang
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Jiakai Lin
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Tong Chen
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Jing Zhang
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Minheng Chen
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Yiwei Li
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Xinyu Liu
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Huawen Hu
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Huaqin Zhao
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Papers

  1. Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
    AAAI 2026 ·
    Pengfei Jin
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  2. DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging
    AAAI 2026 ·
    Huimin Cheng
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  3. Synapse: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation
    ACL 2026 ·
    Hanqi Jiang
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  4. 3D Plant Root Skeleton Detection and Extraction
    IROS 2025 ·
    Jiakai Lin
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  5. A Unified Continuous Staging Framework for Alzheimer's Disease and Lewy Body Dementia via Hierarchical Anatomical Features
    MICCAI 2025 ·
    Tong Chen
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  6. BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification
    ICDM 2025 ·
    Jing Zhang
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  7. Core-Periphery Principle Guided State Space Model for Functional Connectome Classification
    MICCAI 2025 ·
    Minheng Chen
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  8. Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer
    MICCAI 2025 ·
    Xiaowei Yu
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  9. ECHOPulse: ECG Controlled Echocardio-gram Video Generation
    ICLR 2025 ·
    Yiwei Li
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  10. EndoGen: Conditional Autoregressive Endoscopic Video Generation
    MICCAI 2025 ·
    Xinyu Liu
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  11. HARP: Human-Assisted Regrouping With Permutation Invariant Critic for Multi-Agent Reinforcement Learning
    ICRA 2025 ·
    Huawen Hu
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  12. HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
    EMNLP 2025 ·
    Huaqin Zhao
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  13. Memory Injection Attacks on LLM Agents via Query-Only Interaction
    NeurIPS 2025 ·
    Shen Dong
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  14. Oblique Genomics Mixture of Experts: Prediction of Brain Disorder with Aging-Related Changes of Brain's Structural Connectivity Under Genomic Influences
    MICCAI 2025 ·
    Yanjun Lyu
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  15. SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
    MICCAI 2025 ·
    Zhiling Yan
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  16. Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution
    MICCAI 2024 ·
    Li Yang
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  17. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
    MICCAI 2024 ·
    Qing Xiao
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  18. Epileptic Seizure Detection in SEEG Signals Using a Unified Multi-Scale Temporal-Spatial-Spectral Transformer Model
    MICCAI 2024 ·
    Zhuoyi Li
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  19. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
    NeurIPS 2024 ·
    Chong Ma
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  20. F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction
    MICCAI 2024 ·
    Zhibin He
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  21. Gyri vs. Sulci: Core-Periphery Organization in Functional Brain Networks
    MICCAI 2024 ·
    Xiaowei Yu
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  22. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
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  23. Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
    NeurIPS 2024 ·
    Zhihao Shu
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