PPaperPicks

Tianming Liu

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

24 papers at tracked venues · 9 at CORE A* · active 2024–2026

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

Venues

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

Frequent coauthors

Dajiang Zhu
×10
Xiaowei Yu
×9
Xiang Li
×7
Jing Zhang
×7
Chao Cao
×6
Yanjun Lyu
×6
Lu Zhang
×6
Tong Chen
×5
Tuo Zhang
×5
Quanzheng Li
×4
Minheng Chen
×4
Yan Zhuang
×4

Papers

  1. Beyond Adapter Retrieval: Latent Geometry-Preserving Composition via Sparse Task Projection
    AAAI 2026 ·
    Pengfei Jin
    ,
    Peng Shu
    ,
    Sifan Song
    ,
    Sekeun Kim
    ,
    Qing Xiao
    ,
    Cheng Chen
    , Tianming Liu,
    Xiang Li
    ,
    Quanzheng Li
  2. DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging
    AAAI 2026 ·
    Huimin Cheng
    ,
    Xiaowei Yu
    ,
    Shushan Wu
    ,
    Luyang Fang
    ,
    Chao Cao
    ,
    Jing Zhang
    , Tianming Liu,
    Dajiang Zhu
    ,
    Wenxuan Zhong
    ,
    Ping Ma
  3. Synapse: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation
    ACL 2026 ·
    Hanqi Jiang
    ,
    Junhao Chen
    ,
    Yi Pan
    ,
    Ling Chen
    ,
    Weihang You
    ,
    Yifan Zhou
    ,
    Ruidong Zhang
    ,
    Yohannes Abate
    , Tianming Liu
  4. 3D Plant Root Skeleton Detection and Extraction
    IROS 2025 ·
    Jiakai Lin
    ,
    Jinchang Zhang
    ,
    Ge Jin
    ,
    Wenzhan Song
    , Tianming Liu,
    Guoyu Lu
  5. A Unified Continuous Staging Framework for Alzheimer's Disease and Lewy Body Dementia via Hierarchical Anatomical Features
    MICCAI 2025 ·
    Tong Chen
    ,
    Minheng Chen
    ,
    Jing Zhang
    ,
    Yan Zhuang
    ,
    Chao Cao
    ,
    Xiaowei Yu
    ,
    Yanjun Lyu
    ,
    Lu Zhang
    ,
    Li Su
    , Tianming Liu,
    Dajiang Zhu
  6. BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification
    ICDM 2025 ·
    Jing Zhang
    ,
    Xiaowei Yu
    ,
    Tong Chen
    ,
    Chao Cao
    ,
    Minheng Chen
    ,
    Yan Zhuang
    ,
    Yanjun Lyu
    ,
    Lu Zhang
    ,
    Li Su
    , Tianming Liu,
    Dajiang Zhu
  7. Core-Periphery Principle Guided State Space Model for Functional Connectome Classification
    MICCAI 2025 ·
    Minheng Chen
    ,
    Xiaowei Yu
    ,
    Jing Zhang
    ,
    Tong Chen
    ,
    Chao Cao
    ,
    Yan Zhuang
    ,
    Yanjun Lyu
    ,
    Lu Zhang
    , Tianming Liu,
    Dajiang Zhu
  8. Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer
    MICCAI 2025 ·
    Xiaowei Yu
    ,
    Jing Zhang
    ,
    Tong Chen
    ,
    Yan Zhuang
    ,
    Minheng Chen
    ,
    Chao Cao
    ,
    Yanjun Lyu
    ,
    Lu Zhang
    ,
    Li Su
    , Tianming Liu,
    Dajiang Zhu
  9. ECHOPulse: ECG Controlled Echocardio-gram Video Generation
    ICLR 2025 ·
    Yiwei Li
    ,
    Sekeun Kim
    ,
    Zihao Wu
    ,
    Hanqi Jiang
    ,
    Yi Pan
    ,
    Pengfei Jin
    ,
    Sifan Song
    ,
    Yucheng Shi
    ,
    Xiaowei Yu
    ,
    Tianze Yang
    , Tianming Liu,
    Quanzheng Li
    ,
    Xiang Li
  10. EndoGen: Conditional Autoregressive Endoscopic Video Generation
    MICCAI 2025 ·
    Xinyu Liu
    ,
    Hengyu Liu
    ,
    Cheng Wang
    , Tianming Liu,
    Yixuan Yuan
  11. HARP: Human-Assisted Regrouping With Permutation Invariant Critic for Multi-Agent Reinforcement Learning
    ICRA 2025 ·
    Huawen Hu
    ,
    Enze Shi
    ,
    Chenxi Yue
    ,
    Shuocun Yang
    ,
    Zihao Wu
    ,
    Yiwei Li
    ,
    Tianyang Zhong
    ,
    Tuo Zhang
    , Tianming Liu,
    Shu Zhang
  12. HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization
    EMNLP 2025 ·
    Huaqin Zhao
    ,
    Jiaxi Li
    ,
    Yi Pan
    ,
    Shizhe Liang
    ,
    Xiaofeng Yang
    ,
    Fei Dou
    , Tianming Liu,
    Jin Lu
  13. Memory Injection Attacks on LLM Agents via Query-Only Interaction
    NeurIPS 2025 ·
    Shen Dong
    ,
    Shaochen Xu
    ,
    Pengfei He
    ,
    Yige Li
    ,
    Jiliang Tang
    , Tianming Liu,
    Hui Liu
    ,
    Zhen Xiang
  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
    ,
    Jing Zhang
    ,
    Lu Zhang
    ,
    Wei Ruan
    , Tianming Liu,
    Dajiang Zhu
  15. SAMed-2: Selective Memory Enhanced Medical Segment Anything Model
    MICCAI 2025 ·
    Zhiling Yan
    ,
    Sifan Song
    ,
    Dingjie Song
    ,
    Yiwei Li
    ,
    Rong Zhou
    ,
    Weixiang Sun
    ,
    Zhennong Chen
    ,
    Sekeun Kim
    ,
    Hui Ren
    , Tianming Liu,
    Quanzheng Li
    ,
    Xiang Li
    ,
    Lifang He
    ,
    Lichao Sun
  16. Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution
    MICCAI 2024 ·
    Li Yang
    ,
    Zhibin He
    ,
    Tianyang Zhong
    ,
    Changhe Li
    ,
    Dajiang Zhu
    ,
    Junwei Han
    , Tianming Liu,
    Tuo Zhang
  17. Conditional Score-Based Diffusion Model for Cortical Thickness Trajectory Prediction
    MICCAI 2024 ·
    Qing Xiao
    ,
    Siyeop Yoon
    ,
    Hui Ren
    ,
    Matthew Tivnan
    ,
    Lichao Sun
    ,
    Quanzheng Li
    , Tianming Liu,
    Yu Zhang
    ,
    Xiang Li
  18. Epileptic Seizure Detection in SEEG Signals Using a Unified Multi-Scale Temporal-Spatial-Spectral Transformer Model
    MICCAI 2024 ·
    Zhuoyi Li
    ,
    Wenjun Li
    ,
    Ning Zhu
    ,
    Junwei Han
    , Tianming Liu,
    Beibei Chen
    ,
    Zhiqiang Yan
    ,
    Tuo Zhang
  19. Eye-gaze Guided Multi-modal Alignment for Medical Representation Learning
    NeurIPS 2024 ·
    Chong Ma
    ,
    Hanqi Jiang
    ,
    Wenting Chen
    ,
    Yiwei Li
    ,
    Zihao Wu
    ,
    Xiaowei Yu
    ,
    Zhengliang Liu
    ,
    Lei Guo
    ,
    Dajiang Zhu
    ,
    Tuo Zhang
    ,
    Dinggang Shen
    , Tianming Liu,
    Xiang Li
  20. F2TNet: FMRI to T1w MRI Knowledge Transfer Network for Brain Multi-phenotype Prediction
    MICCAI 2024 ·
    Zhibin He
    ,
    Wuyang Li
    ,
    Yu Jiang
    ,
    Zhihao Peng
    ,
    Pengyu Wang
    ,
    Xiang Li
    , Tianming Liu,
    Junwei Han
    ,
    Tuo Zhang
    ,
    Yixuan Yuan
  21. Gyri vs. Sulci: Core-Periphery Organization in Functional Brain Networks
    MICCAI 2024 ·
    Xiaowei Yu
    ,
    Lu Zhang
    ,
    Chao Cao
    ,
    Tong Chen
    ,
    Yanjun Lyu
    ,
    Jing Zhang
    , Tianming Liu,
    Dajiang Zhu
  22. Position: TrustLLM: Trustworthiness in Large Language Models
    ICML 2024 ·
    Yue Huang
    ,
    Lichao Sun
    ,
    Haoran Wang
    ,
    Siyuan Wu
    ,
    Qihui Zhang
    ,
    Yuan Li
    ,
    Chujie Gao
    ,
    Yixin Huang
    ,
    Wenhan Lyu
    ,
    Yixuan Zhang
    ,
    Xiner Li
    ,
    Hanchi Sun
    ,
    Zhengliang Liu
    ,
    Yixin Liu
    ,
    Yijue Wang
    ,
    Zhikun Zhang
    ,
    Bertie Vidgen
    ,
    Bhavya Kailkhura
    ,
    Caiming Xiong
    ,
    Chaowei Xiao
    ,
    Chunyuan Li
    ,
    Eric P. Xing
    ,
    Furong Huang
    ,
    Hao Liu
    ,
    Heng Ji
    ,
    Hongyi Wang
    ,
    Huan Zhang
    ,
    Huaxiu Yao
    ,
    Manolis Kellis
    ,
    Marinka Zitnik
    ,
    Meng Jiang
    ,
    Mohit Bansal
    ,
    James Zou
    ,
    Jian Pei
    ,
    Jian Liu
    ,
    Jianfeng Gao
    ,
    Jiawei Han
    ,
    Jieyu Zhao
    ,
    Jiliang Tang
    ,
    Jindong Wang
    ,
    Joaquin Vanschoren
    ,
    John C. Mitchell
    ,
    Kai Shu
    ,
    Kaidi Xu
    ,
    Kai-Wei Chang
    ,
    Lifang He
    ,
    Lifu Huang
    ,
    Michael Backes
    ,
    Neil Zhenqiang Gong
    ,
    Philip S. Yu
    ,
    Pin-Yu Chen
    ,
    Quanquan Gu
    ,
    Ran Xu
    ,
    Rex Ying
    ,
    Shuiwang Ji
    ,
    Suman Jana
    ,
    Tianlong Chen
    , Tianming Liu,
    Tianyi Zhou
    ,
    William Wang
    ,
    Xiang Li
    ,
    Xiangliang Zhang
    ,
    Xiao Wang
    ,
    Xing Xie
    ,
    Xun Chen
    ,
    Xuyu Wang
    ,
    Yan Liu
    ,
    Yanfang Ye
    ,
    Yinzhi Cao
    ,
    Yong Chen
    ,
    Yue Zhao
  23. Real-time Core-Periphery Guided ViT with Smart Data Layout Selection on Mobile Devices
    NeurIPS 2024 ·
    Zhihao Shu
    ,
    Xiaowei Yu
    ,
    Zihao Wu
    ,
    Wenqi Jia
    ,
    Yinchen Shi
    ,
    Miao Yin
    , Tianming Liu,
    Dajiang Zhu
    ,
    Wei Niu
  24. Towards Demystifying Android Adware: Dataset and Payload Location
    ASE 2024 ·
    Chao Wang
    , Tianming Liu,
    Yanjie Zhao
    ,
    Lin Zhang
    ,
    Xiaoning Du
    ,
    Li Li
    ,
    Haoyu Wang