default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDTianming Liu 0001
Person information
- affiliation: University of Georgia, Department of Computer Science, Bioimaging Research Center, Athens, GA, USA
- affiliation (2007 - 2008): Cornell University, Weill Medical College, Ithaca, NY, USA
- affiliation (2005 - 2007): Harvard Medical School, Center for Bioinformatics, Boston, MA, USA
- affiliation (2002 - 2004): University of Pennsylvania, Department of Radiology, Philadelphia, PA, USA
- affiliation (PhD 2002): Shanghai Jiaotong University, Department of Computer Science and Engineering, Shanghai, China
Other persons with the same name
- Tianming Liu — disambiguation page
- Tianming Liu 0002
![[0000-0002-5216-933X]](https://dblp.org/img/orcid-mark.12x12.png "0000-0002-5216-933X")
— Monash University, Melbourne, Australia - Tianming Liu 0003 — Harbin Institute of Technology, School of Computer Science and Technology, Harbin, China
- Tianming Liu 0004 — University of Chinese Academy of Sciences, Shenyang Institute of Computing Technology, Shenyang, China
- Tianming Liu 0005 — Dalian Polytechnic University, School of Information Science and Engineering, Dalian, China
Refine list
refinements active!
zoomed in on ?? of ?? records
view refined list in
export refined list as
showing all ?? records
2020 – today
- 2026
[j176]Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai, Dajiang Zhu, Wenxuan Zhong, Tianming Liu, Ping Ma:
Knowledge distillation and dataset distillation of large language models: emerging trends, challenges, and future directions. Artif. Intell. Rev. 59(1): 17 (2026)- [j175]Chao Wang, Tianming Liu, Yanjie Zhao, Lin Zhang, Xiaoning Du, Li Li, Haoyu Wang:
The arts and crafts of android adware across a decade. Autom. Softw. Eng. 33(1): 30 (2026) - [j174]Zhibin He, Wuyang Li, Tianming Liu, Xiang Li, Junwei Han, Tuo Zhang, Yixuan Yuan:
GAGM: Geometry-aware graph matching framework for weakly supervised gyral hinge correspondence. Medical Image Anal. 107: 103820 (2026) - [j173]Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu:
Large language models for bioinformatics. Quant. Biol. 14(1) (2026) - [j172]Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Hanqi Jiang, Yifan Zhou, Xiaoyan Kui, Youlan Shang, Lin Zhao, Li Yang, Yaonai Wei, Zhuoyi Li, Jiadong Zhang, Longtao Yang, Hao Chen, Huan Zhao, Yuxiao Liu, Ning Zhu, Yiwei Li, Yisong Wang, Jiaqi Yao, Jiaqi Wang, Ying Zeng, Lei He, Chao Zheng, Zhixue Zhang, Ming Li, Zhengliang Liu, Haixing Dai, Zihao Wu, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Wei Liu, Xiang Li, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang:
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Impression Generation on Multi-Institution and Multi-System Data. IEEE Trans. Biomed. Eng. 73(3): 1050-1061 (2026) - [j171]Kangfu Han, Dan Hu, Fenqiang Zhao, Tianming Liu, Feng Yang, Gang Li:
Incomplete Multi-Modal Disentanglement Learning With Application to Alzheimer's Disease Diagnosis. IEEE Trans. Medical Imaging 45(2): 632-645 (2026) - [i152]Rong Zhou, Dongping Chen, Zihan Jia, Yao Su, Yixin Liu, Yiwen Lu, Dongwei Shi, Yue Huang, Tianyang Xu, Yi Pan, Xinliang Li, Yohannes Abate, Qingyu Chen, Zhengzhong Tu, Yu Yang, Yu Zhang, Qingsong Wen, Gengchen Mai, Sunyang Fu, Jiachen Li, Xuyu Wang, Ziran Wang, Jing Huang, Tianming Liu, Yong Chen, Lichao Sun, Lifang He:
Digital Twin AI: Opportunities and Challenges from Large Language Models to World Models. CoRR abs/2601.01321 (2026) - [i151]Weihang You, Hanqi Jiang, Yi Pan, Junhao Chen, Tianming Liu, Fei Dou:
Achieving Fine-grained Cross-modal Understanding through Brain-inspired Hierarchical Representation Learning. CoRR abs/2601.01339 (2026) - [i150]Hanqi Jiang, Junhao Chen, Yi Pan, Ling Chen, Weihang You, Yifan Zhou, Ruidong Zhang, Lin Zhao, Yohannes Abate, Tianming Liu:
SYNAPSE: Empowering LLM Agents with Episodic-Semantic Memory via Spreading Activation. CoRR abs/2601.02744 (2026) - [i149]Feiyan Liu, Siyan Zhao, Chenxun Zhuo, Tianming Liu, Bao Ge:
The performances of the Chinese and U.S. Large Language Models on the Topic of Chinese Culture. CoRR abs/2601.02830 (2026) - 2025
- [j170]Qilong Yuan, Enze Shi, Di Zhu, Xiaoshan Zhang, Kui Zhao, Dingwen Zhang, Tianming Liu, Shu Zhang:
TF-MEET: A Transferable Fusion Multi-Band Transformer for Cross-Session EEG Decoding. CAAI Trans. Intell. Technol. 10(6): 1799-1812 (2025) - [j169]Di Zhu, Shu Zhang, Sigang Yu, Qilong Yuan, Kui Zhao, Yanqing Kang, Tuo Zhang, Xi Jiang, Tianming Liu:
Characterizing and differentiating brain states through a CS-KBRs framework for highlighting the synergy of common and specific brain regions. Comput. Medical Imaging Graph. 124: 102609 (2025) - [j168]Wenting Chen, Jie Liu, Tianming Liu, Yixuan Yuan:
Bi-VLGM: Bi-Level Class-Severity-Aware Vision-Language Graph Matching for Text Guided Medical Image Segmentation. Int. J. Comput. Vis. 133(3): 1375-1391 (2025) - [j167]Yiheng Liu, Hao He, Tianle Han, Xu Zhang, Mengyuan Liu, Jiaming Tian, Yutong Zhang, Jiaqi Wang, Xiaohui Gao, Tianyang Zhong, Yi Pan, Shaochen Xu, Zihao Wu, Zhengliang Liu, Xin Zhang, Shu Zhang, Xintao Hu, Tuo Zhang, Ning Qiang, Tianming Liu, Bao Ge:
Understanding LLMs: A comprehensive overview from training to inference. Neurocomputing 620: 129190 (2025) - [j166]Lu Zhang, Zhengwang Wu, Xiaowei Yu, Yanjun Lyu, Zihao Wu, Haixing Dai, Lin Zhao, Li Wang, Gang Li, Xianqiao Wang, Tianming Liu, Dajiang Zhu:
Learning lifespan brain anatomical correspondence via cortical developmental continuity transfer. Medical Image Anal. 99: 103328 (2025) - [j165]Li Yang, Guannan Cao, Songyao Zhang, Weihan Zhang, Yusong Sun, Jingchao Zhou, Tianyang Zhong, Yixuan Yuan, Tao Liu, Tianming Liu, Lei Guo, Yongchun Yu, Xi Jiang, Gang Li, Junwei Han, Tuo Zhang:
Contrastive machine learning reveals species -shared and -specific brain functional architecture. Medical Image Anal. 101: 103431 (2025) - [j164]Zhengliang Liu, Shaochen Xu, Zihao Wu, Brian Murray, Erin F. Barreto, Sheng Li, Wei Liu, Xiang Li, Tianming Liu, Andrea Sikora:
PharmacyGPT: exploration of artificial intelligence for medication management in the intensive care unit. BMC Medical Informatics Decis. Mak. 25(1): 398 (2025) - [j163]Yue Wu, Xuesong Gao, Zhengliang Liu, Pengcheng Wang, Zihao Wu, Yiwei Li, Tuo Zhang, Tianming Liu, Tao Liu, Xiao Li:
Decoding cortical folding patterns in marmosets using machine learning and large language model. NeuroImage 308: 121031 (2025) - [j162]Sheng Wang, Zihao Zhao, Zixu Zhuang, Xi Ouyang, Lichi Zhang, Zheren Li, Chong Ma, Tianming Liu, Dinggang Shen, Qian Wang:
Learning better contrastive view from radiologist's gaze. Pattern Recognit. 162: 111350 (2025) - [j161]Haixing Dai, Zhengliang Liu, Wenxiong Liao, Xiaoke Huang, Yihan Cao, Zihao Wu, Lin Zhao, Shaochen Xu, Fang Zeng, Wei Liu, Ninghao Liu, Sheng Li, Dajiang Zhu, Hongmin Cai, Lichao Sun, Quanzheng Li, Dinggang Shen, Tianming Liu, Xiang Li:
AugGPT: Leveraging ChatGPT for Text Data Augmentation. IEEE Trans. Big Data 11(3): 907-918 (2025) - [j160]Zihao Wu, Lu Zhang, Chao Cao, Xiaowei Yu, Zhengliang Liu, Lin Zhao, Yiwei Li, Haixing Dai, Chong Ma, Gang Li, Wei Liu, Quanzheng Li, Dinggang Shen, Xiang Li, Dajiang Zhu, Tianming Liu:
Exploring the Trade-Offs: Unified Large Language Models vs Local Fine-Tuned Models for Highly-Specific Radiology NLI Task. IEEE Trans. Big Data 11(3): 1027-1041 (2025) - [j159]Saed Rezayi, Zhengliang Liu, Zihao Wu, Chandra Dhakal, Bao Ge, Haixing Dai, Gengchen Mai, Ninghao Liu, Chen Zhen, Tianming Liu, Sheng Li:
Exploring New Frontiers in Agricultural NLP: Investigating the Potential of Large Language Models for Food Applications. IEEE Trans. Big Data 11(3): 1235-1246 (2025) - [j158]Zhuoyi Li, Beibei Chen, Ning Zhu, Wenjun Li, Tianming Liu, Lei Guo, Junwei Han, Tuo Zhang, Zhiqiang Yan:
Epileptic Seizure Detection in SEEG Signals Using a Signal Embedding Temporal-Spatial-Spectral Transformer Model. IEEE Trans. Instrum. Meas. 74: 1-11 (2025) - [j157]Yifei Sun, Daniel Chahine, Qinghao Wen, Tianming Liu, Xiang Li, Yixuan Yuan, Fernando Calamante, Jinglei Lv:
Voxel-Level Brain States Prediction Using Swin Transformer. IEEE J. Biomed. Health Informatics 29(12): 8719-8726 (2025) - [j156]Sekeun Kim, Pengfei Jin, Cheng Chen, Kyungsang Kim, Zhiliang Lyu, Hui Ren, Sunghwan Kim, Zhengliang Liu, Aoxiao Zhong, Tianming Liu, Xiang Li, Quanzheng Li:
MediViSTA: Medical Video Segmentation Via Temporal Fusion SAM Adaptation for Echocardiography. IEEE J. Biomed. Health Informatics 29(12): 8954-8964 (2025) - [j155]Gyeong-Geon Lee, Lehong Shi, Ehsan Latif, Yizhu Gao, Arne Bewersdorff, Matthew Nyaaba, Shuchen Guo, Zhengliang Liu, Gengchen Mai, Tianming Liu, Xiaoming Zhai:
Multimodality of AI for Education: Toward Artificial General Intelligence. IEEE Trans. Learn. Technol. 18: 666-683 (2025) - [j154]Yiwen Luo, Wuyang Li, Cheng Chen, Xiang Li, Tianming Liu, Tianye Niu, Yixuan Yuan:
LLM-Guided Decoupled Probabilistic Prompt for Continual Learning in Medical Image Diagnosis. IEEE Trans. Medical Imaging 44(8): 3439-3450 (2025) - [j153]Tianming Liu, Dinggang Shen, Jong Chul Ye, Marleen de Bruijne, Wei Liu:
Guest Editorial Special Issue on Advancements in Foundation Models for Medical Imaging. IEEE Trans. Medical Imaging 44(10): 3894-3897 (2025) - [j152]Sekeun Kim, Pengfei Jin, Sifan Song, Cheng Chen, Yiwei Li, Hui Ren, Xiang Li, Tianming Liu, Quanzheng Li:
EchoFM: Foundation Model for Generalizable Echocardiogram Analysis. IEEE Trans. Medical Imaging 44(10): 4049-4062 (2025) - [j151]Xin Mei, Libin Yang, Dehong Gao, Xiaoyan Cai, Junwei Han, Tianming Liu:
Adaptive Medical Topic Learning for Enhanced Fine-Grained Cross-Modal Alignment in Medical Report Generation. IEEE Trans. Multim. 27: 5050-5061 (2025) - [j150]Xia-An Bi, Ke Chen, Siyu Jiang, Sheng Luo, Wenyan Zhou, Zhao-Xu Xing, Luyun Xu, Zhengliang Liu, Tianming Liu:
Community Graph Convolution Neural Network for Alzheimer's Disease Classification and Pathogenetic Factors Identification. IEEE Trans. Neural Networks Learn. Syst. 36(2): 1959-1973 (2025) - [j149]Yuzhong Chen, Zhenxiang Xiao, Yu Du, Lin Zhao, Lu Zhang, Zihao Wu, Dajiang Zhu, Tuo Zhang, Dezhong Yao, Xintao Hu, Tianming Liu, Xi Jiang:
A Unified and Biologically Plausible Relational Graph Representation of Vision Transformers. IEEE Trans. Neural Networks Learn. Syst. 36(2): 3231-3243 (2025) - [j148]Yuzhong Chen, Zhenxiang Xiao, Yi Pan, Lin Zhao, Haixing Dai, Zihao Wu, Changhe Li, Tuo Zhang, Changying Li, Dajiang Zhu, Tianming Liu, Xi Jiang:
Mask-Guided Vision Transformer for Few-Shot Learning. IEEE Trans. Neural Networks Learn. Syst. 36(5): 9636-9647 (2025) - [j147]Xukai Zhao, He Huang, Tao Yang, Yuxing Lu, Lu Zhang, Ruoyu Wang, Zhengliang Liu, Tianyang Zhong, Tianming Liu:
Urban planning in the age of large language models: Assessing OpenAI o1's performance and capabilities across 556 tasks. Comput. Environ. Urban Syst. 121: 102332 (2025) - [c258]Huaqin Zhao, Jiaxi Li, Yi Pan, Shizhe Liang, Xiaofeng Yang, Fei Dou, Tianming Liu, Jin Lu:
HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. EMNLP 2025: 26044-26067 - [c257]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:
ECHOPulse: ECG Controlled Echocardio-gram Video Generation. ICLR 2025 - [c256]Huawen Hu, Enze Shi, Chenxi Yue, Shuocun Yang, Zihao Wu, Yiwei Li, Tianyang Zhong, Tuo Zhang, Tianming Liu, Shu Zhang:
HARP: Human-Assisted Regrouping With Permutation Invariant Critic for Multi-Agent Reinforcement Learning. ICRA 2025: 4287-4293 - [c255]Jiakai Lin, Jinchang Zhang, Ge Jin, Wenzhan Song, Tianming Liu, Guoyu Lu:
3D Plant Root Skeleton Detection and Extraction. IROS 2025: 3011-3017 - [c254]Yi Pan, Hanqi Jiang, Junhao Chen, Yiwei Li, Huaqin Zhao, Yifan Zhou, Peng Shu, Zihao Wu, Zhengliang Liu, Dajiang Zhu, Xiang Li, Yohannes Abate, Tianming Liu:
EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis. ISBI 2025: 1-5 - [c253]Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao, Yan Zhuang, Minheng Chen, Tianming Liu, Dajiang Zhu:
Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models. ISBI 2025: 1-5 - [c252]Minheng Chen, Chao Cao, Tong Chen, Yan Zhuang, Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Tianming Liu, Dajiang Zhu:
Using Structural Similarity and Kolmogorov-Arnold Networks for Anatomical Embedding of Cortical Folding Patterns. ISBI 2025: 1-5 - [c251]Jiale Cheng, Fenqiang Zhao, Dan Hu, Chao Cao, Zhengwang Wu, Xinrui Yuan, Kangfu Han, Lu Zhang, Tianming Liu, Dajiang Zhu, Gang Li:
Unsupervised Cortical Surface Registration Network for Aligning Gyralnet. ISBI 2025: 1-5 - [c250]Kangfu Han, Dan Hu, Jiale Cheng, Tianming Liu, Andrea Bozoki, Dajiang Zhu, Gang Li:
Dual Multi-Atlas Representation Alignment for Brain Disorder Diagnosis Using Morphological Connectome. ISBI 2025: 1-4 - [c249]Yanjun Lyu, Jing Zhang, Lu Zhang, Tong Chen, Xiaowei Yu, Minheng Chen, Yan Zhuang, Chao Cao, Tianming Liu, Dajiang Zhu:
Ca-vqvae: Cortical Folding Aware Numerical Representation of White-Matter Structure. ISBI 2025: 1-5 - [c248]Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Tianming Liu, Dajiang Zhu:
Classiffication of Mild Cognitive Impairment Based on Dynamic Functional Connectivity using Spatio-Temporal Transformer. ISBI 2025: 1-5 - [c247]Tong Chen, Minheng Chen, Jing Zhang, Yan Zhuang, Chao Cao, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu:
A Unified Continuous Staging Framework for Alzheimer's Disease and Lewy Body Dementia via Hierarchical Anatomical Features. MICCAI (3) 2025: 13-23 - [c246]Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan:
EndoGen: Conditional Autoregressive Endoscopic Video Generation. MICCAI (10) 2025: 169-179 - [c245]Xiaowei Yu, Jing Zhang, Tong Chen, Yan Zhuang, Minheng Chen, Chao Cao, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu:
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer. MICCAI (7) 2025: 184-193 - [c244]Minheng Chen, Xiaowei Yu, Jing Zhang, Tong Chen, Chao Cao, Yan Zhuang, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu:
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification. MICCAI (12) 2025: 236-246 - [c243]Yanjun Lyu, Jing Zhang, Lu Zhang, Wei Ruan, Tianming Liu, Dajiang Zhu:
Oblique Genomics Mixture of Experts: Prediction of Brain Disorder with Aging-Related Changes of Brain's Structural Connectivity Under Genomic Influences. MICCAI (4) 2025: 348-358 - [c242]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:
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model. MICCAI (13) 2025: 540-550 - [c241]Yan Zhuang, Minheng Chen, Chao Cao, Tong Chen, Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu:
GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization. MLMI@MICCAI 2025: 477-486 - [c240]Jing Zhang, Xiaowei Yu, Minheng Chen, Lu Zhang, Tong Chen, Yan Zhuang, Chao Cao, Yanjun Lyu, Li Su, Tianming Liu, Dajiang Zhu:
Bridging Brain Connectomes and Clinical Reports for Early Alzheimer's Disease Diagnosis. MLMI@MICCAI 2025: 604-614 - [i148]Wei Ruan, Yanjun Lyu, Jing Zhang, Jiazhang Cai, Peng Shu, Yang Ge, Yao Lu, Shang Gao, Yue Wang, Peilong Wang, Lin Zhao, Tao Wang, Yufang Liu, Luyang Fang, Ziyu Liu, Zhengliang Liu, Yiwei Li, Zihao Wu, Junhao Chen, Hanqi Jiang, Yi Pan, Zhenyuan Yang, Jingyuan Chen, Shizhe Liang, Wei Zhang, Terry Ma, Yuan Dou, Jianli Zhang, Xinyu Gong, Qi Gan, Yusong Zou, Zebang Chen, Yuanxin Qian, Shuo Yu, Jin Lu, Kenan Song, Xianqiao Wang, Andrea Sikora, Gang Li, Xiang Li, Quanzheng Li, Yingfeng Wang, Lu Zhang, Yohannes Abate, Lifang He, Wenxuan Zhong, Rongjie Liu, Chao Huang, Wei Liu, Ye Shen, Ping Ma, Hongtu Zhu, Yajun Yan, Dajiang Zhu, Tianming Liu:
Large Language Models for Bioinformatics. CoRR abs/2501.06271 (2025) - [i147]Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tong Chen, Chao Cao, Yan Zhuang, Minheng Chen, Tianming Liu, Dajiang Zhu:
Brain-Adapter: Enhancing Neurological Disorder Analysis with Adapter-Tuning Multimodal Large Language Models. CoRR abs/2501.16282 (2025) - [i146]Jing Zhang, Yanjun Lyu, Xiaowei Yu, Lu Zhang, Chao Cao, Tong Chen, Minheng Chen, Yan Zhuang, Tianming Liu, Dajiang Zhu:
Classification of Mild Cognitive Impairment Based on Dynamic Functional Connectivity Using Spatio-Temporal Transformer. CoRR abs/2501.16409 (2025) - [i145]Peilong Wang, Zhengliang Liu, Yiwei Li, Jason Holmes, Peng Shu, Lian Zhang, Xiang Li, Quanzheng Li, Brady S. Laughlin, Diego Santos Toesca, Sujay A. Vora, Samir H. Patel, Terence T. Sio, Tianming Liu, Wei Liu:
Fine-Tuning Open-Source Large Language Models to Improve Their Performance on Radiation Oncology Tasks: A Feasibility Study to Investigate Their Potential Clinical Applications in Radiation Oncology. CoRR abs/2501.17286 (2025) - [i144]Yucheng Shi, Tianze Yang, Canyu Chen, Quanzheng Li, Tianming Liu, Xiang Li, Ninghao Liu:
SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering? CoRR abs/2502.13233 (2025) - [i143]Yiheng Liu, Xiaohui Gao, Haiyang Sun, Bao Ge, Tianming Liu, Junwei Han, Xintao Hu:
Brain-Inspired Exploration of Functional Networks and Key Neurons in Large Language Models. CoRR abs/2502.20408 (2025) - [i142]Shen Dong, Shaochen Xu, Pengfei He, Yige Li, Jiliang Tang, Tianming Liu, Hui Liu, Zhen Xiang:
A Practical Memory Injection Attack against LLM Agents. CoRR abs/2503.03704 (2025) - [i141]Guiyao Tie, Zeli Zhao, Dingjie Song, Fuyang Wei, Rong Zhou, Yurou Dai, Wen Yin, Zhejian Yang, Jiangyue Yan, Yao Su, Zhenhan Dai, Yifeng Xie, Yihan Cao, Lichao Sun, Pan Zhou, Lifang He, Hechang Chen, Yu Zhang, Qingsong Wen, Tianming Liu, Neil Zhenqiang Gong, Jiliang Tang, Caiming Xiong, Heng Ji, Philip S. Yu, Jianfeng Gao:
A Survey on Post-training of Large Language Models. CoRR abs/2503.06072 (2025) - [i140]Jing Zhang, Xiaowei Yu, Tong Chen, Chao Cao, Mingheng Chen, Yan Zhuang, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu:
BrainNet-MoE: Brain-Inspired Mixture-of-Experts Learning for Neurological Disease Identification. CoRR abs/2503.07640 (2025) - [i139]Wei Ruan, Tianze Yang, Yifan Zhou, Tianming Liu, Jin Lu:
From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches. CoRR abs/2503.08998 (2025) - [i138]Afrar Jahin, Arif Hassan Zidan, Yu Bao, Shizhe Liang, Tianming Liu, Wei Zhang:
Unveiling the Mathematical Reasoning in DeepSeek Models: A Comparative Study of Large Language Models. CoRR abs/2503.10573 (2025) - [i137]Minheng Chen, Xiaowei Yu, Jing Zhang, Tong Chen, Chao Cao, Yan Zhuang, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu:
Core-Periphery Principle Guided State Space Model for Functional Connectome Classification. CoRR abs/2503.14655 (2025) - [i136]Peiran Gu, Fuhao Duan, Wenhao Li, Bochen Xu, Ying Cai, Teng Yao, Chenxun Zhuo, Tianming Liu, Bao Ge:
Bridging Technology and Humanities: Evaluating the Impact of Large Language Models on Social Sciences Research with DeepSeek-R1. CoRR abs/2503.16304 (2025) - [i135]Yan Zhuang, Minheng Chen, Chao Cao, Tong Chen, Jing Zhang, Xiaowei Yu, Yanjun Lyu, Lu Zhang, Tianming Liu, Dajiang Zhu:
GyralNet Subnetwork Partitioning via Differentiable Spectral Modularity Optimization. CoRR abs/2503.19823 (2025) - [i134]Bang Liu, Xinfeng Li, Jiayi Zhang, Jinlin Wang, Tanjin He, Sirui Hong, Hongzhang Liu, Shaokun Zhang, Kaitao Song, Kunlun Zhu, Yuheng Cheng, Suyuchen Wang, Xiaoqiang Wang, Yuyu Luo, Haibo Jin, Peiyan Zhang, Ollie Liu, Jiaqi Chen, Huan Zhang, Zhaoyang Yu, Haochen Shi, Boyan Li, Dekun Wu, Fengwei Teng, Xiaojun Jia, Jiawei Xu, Jinyu Xiang, Yizhang Lin, Tianming Liu, Tongliang Liu, Yu Su, Huan Sun, Glen Berseth, Jianyun Nie, Ian T. Foster, Logan T. Ward, Qingyun Wu, Yu Gu, Mingchen Zhuge, Xiangru Tang, Haohan Wang, Jiaxuan You, Chi Wang, Jian Pei, Qiang Yang, Xiaoliang Qi, Chenglin Wu:
Advances and Challenges in Foundation Agents: From Brain-Inspired Intelligence to Evolutionary, Collaborative, and Safe Systems. CoRR abs/2504.01990 (2025) - [i133]Ziyu Liu, Lintao Tang, Zeliang Sun, Zhengliang Liu, Yanjun Lyu, Wei Ruan, Yangshuang Xu, Liang Shan, Jiyoon Shin, Xiaohe Chen, Dajiang Zhu, Tianming Liu, Rongjie Liu, Chao Huang:
AD-GPT: Large Language Models in Alzheimer's Disease. CoRR abs/2504.03071 (2025) - [i132]Luyang Fang, Xiaowei Yu, Jiazhang Cai, Yongkai Chen, Shushan Wu, Zhengliang Liu, Zhenyuan Yang, Haoran Lu, Xilin Gong, Yufang Liu, Terry Ma, Wei Ruan, Ali Abbasi, Jing Zhang, Tao Wang, Ehsan Latif, Wei Liu, Wei Zhang, Soheil Kolouri, Xiaoming Zhai, Dajiang Zhu, Wenxuan Zhong, Tianming Liu, Ping Ma:
Knowledge Distillation and Dataset Distillation of Large Language Models: Emerging Trends, Challenges, and Future Directions. CoRR abs/2504.14772 (2025) - [i131]Wei Zhang, Arif Hassan Zidan, Afrar Jahin, Yu Bao, Tianming Liu:
HOME-3: High-Order Momentum Estimator with Third-Power Gradient for Convex and Smooth Nonconvex Optimization. CoRR abs/2505.11748 (2025) - [i130]Wei Zhang, Arif Hassan Zidan, Afrar Jahin, Yu Bao, Tianming Liu:
Permutation Randomization on Nonsmooth Nonconvex Optimization: A Theoretical and Experimental Study. CoRR abs/2505.11752 (2025) - [i129]Weihang You, Hanqi Jiang, Zishuai Liu, Zihang Xie, Tianming Liu, Jin Lu, Fei Dou:
ADLGen: Synthesizing Symbolic, Event-Triggered Sensor Sequences for Human Activity Modeling. CoRR abs/2505.17987 (2025) - [i128]Cheng Wang, Yu Jiang, Zhihao Peng, Chenxin Li, Changbae Bang, Lin Zhao, Jinglei Lv, Jorge Sepulcre, Carl Yang, Lifang He, Tianming Liu, Daniel Barron, Quanzheng Li, Randy Hirschtick, Byung-Hoon Kim, Xiang Li, Yixuan Yuan:
Towards a general-purpose foundation model for fMRI analysis. CoRR abs/2506.11167 (2025) - [i127]Yifei Sun, Daniel Chahine, Qinghao Wen, Tianming Liu, Xiang Li, Yixuan Yuan, Fernando Calamante, Jinglei Lv:
Voxel-Level Brain States Prediction Using Swin Transformer. CoRR abs/2506.11455 (2025) - [i126]Wenting Chen, Yi Dong, Zhaojun Ding, Yucheng Shi, Yifan Zhou, Fang Zeng, Yijun Luo, Tianyu Lin, Yihang Su, Yichen Wu, Kai Zhang, Zhen Xiang, Tianming Liu, Ninghao Liu, Lichao Sun, Yixuan Yuan, Xiang Li:
RadFabric: Agentic AI System with Reasoning Capability for Radiology. CoRR abs/2506.14142 (2025) - [i125]Peng Shu, Junhao Chen, Zhengliang Liu, Huaqin Zhao, Xinliang Li, Tianming Liu:
Survey of HPC in US Research Institutions. CoRR abs/2506.19019 (2025) - [i124]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:
SAMed-2: Selective Memory Enhanced Medical Segment Anything Model. CoRR abs/2507.03698 (2025) - [i123]Xiaowei Yu, Jing Zhang, Tong Chen, Yan Zhuang, Minheng Chen, Chao Cao, Yanjun Lyu, Lu Zhang, Li Su, Tianming Liu, Dajiang Zhu:
Domain-Adaptive Diagnosis of Lewy Body Disease with Transferability Aware Transformer. CoRR abs/2507.08839 (2025) - [i122]Sohan Shankar, Yi Pan, Hanqi Jiang, Zhengliang Liu, Mohammad Reza Darbandi, Agustin Lorenzo, Junhao Chen, Md Mehedi Hasan, Arif Hassan Zidan, Eliana Gelman, Joshua A. Konfrst, Jillian Y. Russell, Katelyn Fernandes, Tianze Yang, Yiwei Li, Huaqin Zhao, Afrar Jahin, Triparna Ganguly, Shair Dinesha, Yifan Zhou, Zihao Wu, Xinliang Li, Lokesh Adusumilli, Aziza Hussein, Sagar Nookarapu, Jixin Hou, Kun Jiang, Jiaxi Li, Brenden Heinel, XianShen Xi, Hailey Hubbard, Zayna Khan, Levi Whitaker, Ivan Cao, Max Allgaier, Andrew Darby, Lin Zhao, Lu Zhang, Xiaoqiao Wang, Xiang Li, Wei Zhang, Xiaowei Yu, Dajiang Zhu, Yohannes Abate, Tianming Liu:
Bridging Brains and Machines: A Unified Frontier in Neuroscience, Artificial Intelligence, and Neuromorphic Systems. CoRR abs/2507.10722 (2025) - [i121]Xinyu Liu, Hengyu Liu, Cheng Wang, Tianming Liu, Yixuan Yuan:
EndoGen: Conditional Autoregressive Endoscopic Video Generation. CoRR abs/2507.17388 (2025) - [i120]Haoran Lu, Luyang Fang, Ruidong Zhang, Xinliang Li, Jiazhang Cai, Huimin Cheng, Lin Tang, Ziyu Liu, Zeliang Sun, Tao Wang, Yingchuan Zhang, Arif Hassan Zidan, Jinwen Xu, Jincheng Yu, Meizhi Yu, Hanqi Jiang, Xilin Gong, Weidi Luo, Bolun Sun, Yongkai Chen, Terry Ma, Shushan Wu, Yifan Zhou, Junhao Chen, Haotian Xiang, Jing Zhang, Afrar Jahin, Wei Ruan, Ke Deng, Yi Pan, Peilong Wang, Jiahui Li, Zhengliang Liu, Lu Zhang, Lin Zhao, Wei Liu, Dajiang Zhu, Xin Xing, Fei Dou, Wei Zhang, Chao Huang, Rongjie Liu, Mengrui Zhang, Yiwen Liu, Xiaoxiao Sun, Qin Lu, Zhen Xiang, Wenxuan Zhong, Tianming Liu, Ping Ma:
Alignment and Safety in Large Language Models: Safety Mechanisms, Training Paradigms, and Emerging Challenges. CoRR abs/2507.19672 (2025) - [i119]Yige Li, Peihai Jiang, Jun Sun, Peng Shu, Tianming Liu, Zhen Xiang:
Adaptive Content Restriction for Large Language Models via Suffix Optimization. CoRR abs/2508.01198 (2025) - [i118]Jing Zhang, Xiaowei Yu, Minheng Chen, Lu Zhang, Tong Chen, Yan Zhuang, Chao Cao, Yanjun Lyu, Li Su, Tianming Liu, Dajiang Zhu:
Bridging Brain Connectomes and Clinical Reports for Early Alzheimer's Disease Diagnosis. CoRR abs/2508.06565 (2025) - [i117]Jiakai Lin, Jinchang Zhang, Ge Jin, Wenzhan Song, Tianming Liu, Guoyu Lu:
3D Plant Root Skeleton Detection and Extraction. CoRR abs/2508.08094 (2025) - [i116]Afrar Jahin, Yi Pan, Yingfeng Wang, Tianming Liu, Wei Zhang:
Quantum-Classical Hybrid Molecular Autoencoder for Advancing Classical Decoding. CoRR abs/2508.19394 (2025) - [i115]Junhao Chen, Yifan Zhou, Hanqi Jiang, Yi Pan, Yiwei Li, Huaqin Zhao, Wei Zhang, Yingfeng Wang, Tianming Liu:
CLAQS: Compact Learnable All-Quantum Token Mixer with Shared-ansatz for Text Classification. CoRR abs/2510.06532 (2025) - [i114]Silin Chen, Yuzhong Chen, Zifan Wang, Junhao Wang, Zifeng Jia, Keith M. Kendrick, Tuo Zhang, Lin Zhao, Dezhong Yao, Tianming Liu, Xi Jiang:
A Unified Geometric Space Bridging AI Models and the Human Brain. CoRR abs/2510.24342 (2025) - [i113]Huimin Cheng, Xiaowei Yu, Shushan Wu, Luyang Fang, Chao Cao, Jing Zhang, Tianming Liu, Dajiang Zhu, Wenxuan Zhong, Ping Ma:
DCMM-Transformer: Degree-Corrected Mixed-Membership Attention for Medical Imaging. CoRR abs/2511.12047 (2025) - [i112]Hanzhi Yan, Qin Lu, Xianqiao Wang, Xiaoming Zhai, Tianming Liu, He Li:
Build AI Assistants using Large Language Models and Agents to Enhance the Engineering Education of Biomechanics. CoRR abs/2511.15752 (2025) - 2024
- [j146]Zhenxiang Xiao, Liang He, Boyu Zhao, Mingxin Jiang, Wei Mao, Yuzhong Chen, Tuo Zhang, Xintao Hu, Tianming Liu, Xi Jiang:
Regularity and variability of functional brain connectivity characteristics between gyri and sulci under naturalistic stimulus. Comput. Biol. Medicine 168: 107747 (2024) - [j145]Xiao Yang, Haixing Dai, Zihao Wu, Ramesh Bist, Sachin Subedi, Jin Sun, Guoyu Lu, Changying Li, Tianming Liu, Lilong Chai:
An innovative segment anything model for precision poultry monitoring. Comput. Electron. Agric. 222: 109045 (2024) - [j144]Xiao Yang, Ramesh Bahadur Bist, Bidur Paneru, Tianming Liu, Todd Applegate, Casey Ritz, Woo Kim, Prafulla Regmi, Lilong Chai:
Computer Vision-Based cybernetics systems for promoting modern poultry Farming: A critical review. Comput. Electron. Agric. 225: 109339 (2024) - [j143]Mahtab Saeidifar, Guoming Li, Lilong Chai, Ramesh Bist, Khaled M. Rasheed, Jin Lu, Ahmad Banakar, Tianming Liu, Xiao Yang:
Zero-shot image segmentation for monitoring thermal conditions of individual cage-free laying hens. Comput. Electron. Agric. 226: 109436 (2024) - [j142]Wenxiong Liao, Zhengliang Liu, Haixing Dai, Zihao Wu, Yiyang Zhang, Xiaoke Huang, Yuzhong Chen, Xi Jiang, David Liu, Dajiang Zhu, Sheng Li, Wei Liu, Tianming Liu, Quanzheng Li, Hongmin Cai, Xiang Li:
Mask-guided BERT for few-shot text classification. Neurocomputing 610: 128576 (2024) - [j141]Zhenxiang Xiao, Yuzhong Chen, Junjie Yao, Lu Zhang, Zhengliang Liu, Zihao Wu, Xiaowei Yu, Yi Pan, Lin Zhao, Chong Ma, Xinyu Liu, Wei Liu, Xiang Li, Yixuan Yuan, Dinggang Shen, Dajiang Zhu, Dezhong Yao, Tianming Liu, Xi Jiang:
Instruction-ViT: Multi-modal prompts for instruction learning in vision transformer. Inf. Fusion 104: 102204 (2024) - [j140]Wenxiong Liao, Zhengliang Liu, Yiyang Zhang, Xiaoke Huang, Ninghao Liu, Tianming Liu, Quanzheng Li, Xiang Li, Hongmin Cai:
Zero-shot relation triplet extraction as Next-Sentence Prediction. Knowl. Based Syst. 304: 112507 (2024) - [j139]Shijie Zhao, Long Fang, Yang Yang, Guochang Tang, Guoxin Luo, Junwei Han, Tianming Liu, Xintao Hu:
Task sub-type states decoding via group deep bidirectional recurrent neural network. Medical Image Anal. 94: 103136 (2024) - [j138]Wenting Chen, Wei Zhao, Zhen Chen, Tianming Liu, Li Liu, Jun Liu, Yixuan Yuan:
Mask-aware transformer with structure invariant loss for CT translation. Medical Image Anal. 96: 103205 (2024) - [j137]Cheng Chen, Juzheng Miao, Dufan Wu, Aoxiao Zhong, Zhiling Yan, Sekeun Kim, Jiang Hu, Zhengliang Liu, Lichao Sun, Xiang Li, Tianming Liu, Pheng-Ann Heng, Quanzheng Li:
MA-SAM: Modality-agnostic SAM adaptation for 3D medical image segmentation. Medical Image Anal. 98: 103310 (2024) - [j136]Yiheng Liu, Enjie Ge, Zili Kang, Ning Qiang, Tianming Liu, Bao Ge:
Spatial-temporal convolutional attention for discovering and characterizing functional brain networks in task fMRI. NeuroImage