Fusion Learning for sEMG Recognition of Multiple Upper-Limb Rehabilitation Movements. - Tianyang Zhong; Donglin Li; Jianhui Wang; Jiacan Xu; Zida An; Yue Zhu (Sensors, 2021)

FMRI-Guided Time-Symmetric Joint Model for Visual Attention Prediction. - Yaonai Wei; Chong Ma; Tianyang Zhong; Lei Du 001; Tuo Zhang; Songyao Zhang; Li Yang; Tianming Liu 001; Han Zhang; Zhibin He; Muheng Shang; Junwei Han 001 (BIBM, 2023)

Chat2Brain: A Method for Mapping Open-Ended Semantic Queries to Brain Activation Maps. - Yaonai Wei; Tianyang Zhong; Songyao Zhang; Xiao Li 024; Tuo Zhang; Lin Zhao 004; Zhengliang Liu; Muheng Shang; Tianming Liu 001; Han Zhang; Chong Ma; Lei Du 001; et al. (BIBM, 2023)

Species-Shared and -Specific Brain Functional Connectomes Revealed by Shared-Unique Variational Autoencoder. - Li Yang; Songyao Zhang; Weihan Zhang; Jingchao Zhou; Tianyang Zhong; Yaonai Wei; Xi Jiang 001; Tianming Liu 001; Junwei Han 001; Yixuan Yuan; Tuo Zhang (IPMI, 2023)

Prediction of Cognitive Scores by Joint Use of Movie-Watching fMRI Connectivity and Eye Tracking via Attention-CensNet. - Jiaxing Gao; Lin Zhao 004; Tianyang Zhong; Changhe Li; Zhibin He; Yaonai Wei; Shu Zhang 001; Lei Guo 002; Tianming Liu 001; Junwei Han 001; Tuo Zhang (MICCAI (2), 2023)

A Small-Sample Method with EEG Signals Based on Abductive Learning for Motor Imagery Decoding. - Tianyang Zhong; Xiaozheng Wei; Enze Shi; Jiaxing Gao; Chong Ma; Yaonai Wei; Songyao Zhang; Lei Guo 002; Junwei Han 001; Tianming Liu 001; Tuo Zhang (MICCAI (1), 2023)

ChatABL: Abductive Learning via Natural Language Interaction with ChatGPT. - Tianyang Zhong; Yaonai Wei; Li Yang; Zihao Wu 001; Zhengliang Liu; Xiaozheng Wei; Wenjun Li 001; Junjie Yao; Chong Ma; Xiang Li 001; Dajiang Zhu; Xi Jiang 001; et al. (CoRR, 2023)

Evaluating Large Language Models for Radiology Natural Language Processing. - Zhengliang Liu; Tianyang Zhong; Yiwei Li 002; Yutong Zhang; Yi Pan 001; Zihao Zhao 002; Peixin Dong; Chao Cao; Yuxiao Liu; Peng Shu; Yaonai Wei; Zihao Wu 001; et al. (CoRR, 2023)

ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. - Tianyang Zhong; Wei Zhao 040; Yutong Zhang; Yi Pan 001; Peixin Dong; Zuowei Jiang; Xiaoyan Kui; Youlan Shang; Li Yang; Yaonai Wei; Longtao Yang; Hao Chen 011; et al. (CoRR, 2023)

Ophtha-LLaMA2: A Large Language Model for Ophthalmology. - Huan Zhao; Qian Ling; Yi Pan 001; Tianyang Zhong; Jinyu Hu; Junjie Yao; Fengqian Xiao; Zhenxiang Xiao; Yutong Zhang; San-Hua Xu; Shi-Nan Wu; Min Kang; et al. (CoRR, 2023)

Holistic Evaluation of GPT-4V for Biomedical Imaging. - Zhengliang Liu; Hanqi Jiang; Tianyang Zhong; Zihao Wu 001; Chong Ma; Yiwei Li 002; Xiaowei Yu; Yutong Zhang; Yi Pan 001; Peng Shu; Yanjun Lyu; Lu Zhang 050; et al. (CoRR, 2023)

Brain Cortical Functional Gradients Predict Cortical Folding Patterns via Attention Mesh Convolution. - Li Yang; Zhibin He; Tianyang Zhong; Changhe Li; Dajiang Zhu; Junwei Han 001; Tianming Liu 001; Tuo Zhang (MICCAI (7), 2024)

Potential of Multimodal Large Language Models for Data Mining of Medical Images and Free-text Reports. - Yutong Zhang; Yi Pan 001; Tianyang Zhong; Peixin Dong; Kangni Xie; Yuxiao Liu; Hanqi Jiang; Zhengliang Liu; Shijie Zhao 001; Tuo Zhang; Xi Jiang 001; Dinggang Shen; et al. (CoRR, 2024)

A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks. - Jiaqi Wang 010; Hanqi Jiang; Yiheng Liu; Chong Ma; Xu Zhang; Yi Pan 001; Mengyuan Liu; Peiran Gu; Sichen Xia; Wenjun Li 001; Yutong Zhang; Zihao Wu 001; et al. (CoRR, 2024)

HARP: Human-Assisted Regrouping with Permutation Invariant Critic for Multi-Agent Reinforcement Learning. - Huawen Hu; Enze Shi; Chenxi Yue; Shuocun Yang; Zihao Wu 001; Yiwei Li 002; Tianyang Zhong; Tuo Zhang; Tianming Liu 001; Shu Zhang 006 (CoRR, 2024)

Evaluation of OpenAI o1: Opportunities and Challenges of AGI. - Tianyang Zhong; Zhengliang Liu; Yi Pan 001; Yutong Zhang; Yifan Zhou; Shizhe Liang; Zihao Wu 001; Yanjun Lyu; Peng Shu; Xiaowei Yu; Chao Cao; Hanqi Jiang; et al. (CoRR, 2024)

3D-CT-GPT: Generating 3D Radiology Reports through Integration of Large Vision-Language Models. - Hao Chen 011; Wei Zhao 040; Yingli Li; Tianyang Zhong; Yisong Wang; Youlan Shang; Lei Guo 002; Junwei Han 001; Tianming Liu 001; Jun Liu 075; Tuo Zhang (CoRR, 2024)

Analyzing Nobel Prize Literature with Large Language Models. - Zhenyuan Yang; Zhengliang Liu; Jian Zhang; Cen Lu; Jiaxin Tai; Tianyang Zhong; Yiwei Li 002; Siyan Zhao; Teng Yao; Qing Liu; Jinlin Yang; Qixin Liu; et al. (CoRR, 2024)

Legal Evalutions and Challenges of Large Language Models. - Jiaqi Wang 010; Huan Zhao; Zhenyuan Yang; Peng Shu; Junhao Chen; Haobo Sun; Ruixi Liang; Shixin Li; Pengcheng Shi; Ma Longjun; Zongjia Liu; Zhengliang Liu; et al. (CoRR, 2024)

Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation. - Peng Shu; Junhao Chen; Zhengliang Liu; Hui Wang 054; Zihao Wu 001; Tianyang Zhong; Yiwei Li 002; Huaqin Zhao; Hanqi Jiang; Yi Pan 001; Yifan Zhou; Constance Owl; et al. (CoRR, 2024)

Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios. - Shaochen Xu; Yifan Zhou; Zhengliang Liu; Zihao Wu 001; Tianyang Zhong; Huaqin Zhao; Yiwei Li 002; Hanqi Jiang; Yi Pan 001; Junhao Chen; Jin Lu 001; Wei Zhang 090; et al. (CoRR, 2024)

Opportunities and Challenges of Large Language Models for Low-Resource Languages in Humanities Research. - Tianyang Zhong; Zhenyuan Yang; Zhengliang Liu; Ruidong Zhang; Yiheng Liu; Haiyang Sun; Yi Pan 001; Yiwei Li 002; Yifan Zhou; Hanqi Jiang; Junhao Chen; Tianming Liu 001 (CoRR, 2024)

Mathematics and Machine Creativity: A Survey on Bridging Mathematics with AI. - Shizhe Liang; Wei Zhang 090; Tianyang Zhong; Tianming Liu 001 (CoRR, 2024)

Low Computational Complexity Delay Estimation Algorithm for Digital Predistortion. - Tianyang Zhong; Jun Peng; Songbai He; Fei You; Junfu Guo; Xinyu Wang; Yijie Tang; Guo He (IEEE Trans. Circuits Syst. II Express Briefs, 2024)

Understanding LLMs: A comprehensive overview from training to inference. - Yiheng Liu; Hao He; Tianle Han; Xu Zhang; Mengyuan Liu; Jiaming Tian; Yutong Zhang; Jiaqi Wang 010; Xiaohui Gao; Tianyang Zhong; Yi Pan 001; Shaochen Xu; et al. (Neurocomputing, 2025)

Contrastive machine learning reveals species -shared and -specific brain functional architecture. - Li Yang; Guannan Cao; Songyao Zhang; Weihan Zhang; Yusong Sun; Jingchao Zhou; Tianyang Zhong; Yixuan Yuan; Tao Liu 044; Tianming Liu 001; Lei Guo 002; Yongchun Yu; et al. (Medical Image Anal., 2025)

Urban planning in the age of large language models: Assessing OpenAI o1's performance and capabilities across 556 tasks. - Xukai Zhao; He Huang; Tao Yang 046; Yuxing Lu; Lu Zhang 050; Ruoyu Wang; Zhengliang Liu; Tianyang Zhong; Tianming Liu 001 (Comput. Environ. Urban Syst., 2025)

Towards Mobile Sensing with Event Cameras on High-mobility Resource-constrained Devices: A Survey. - Haoyang Wang 012; Ruishan Guo; Pengtao Ma; Ciyu Ruan; Xinyu Luo; Wenhua Ding; Tianyang Zhong; Jingao Xu; Yunhao Liu 001; Xinlei Chen (CoRR, 2025)

An Out-of-Band Spectrum Suppression Technique for Frequency Division Duplexing Communication Systems. - Yuchen Bian; Jun Peng; Wei Liu; Songbai He; Fei You; Tianyang Zhong; Yijie Tang; Xinyu Wang; Leyan Wan (IEEE Commun. Lett., 2025)