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2020 – today
- 2025
[j47]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)- 2024
- [j46]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) - [j45]Jinling Wang, Yebing Tian, Xintao Hu, Zenghua Fan, Jinguo Han, Yanhou Liu:
Development of grinding intelligent monitoring and big data-driven decision making expert system towards high efficiency and low energy consumption: experimental approach. J. Intell. Manuf. 35(3): 1013-1035 (2024) - [j44]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) - [j43]Lin Zhao, Haixing Dai, Zihao Wu, Zhenxiang Xiao, Lu Zhang, David Weizhong Liu, Xintao Hu, Xi Jiang, Sheng Li, Dajiang Zhu, Tianming Liu:
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations. IEEE Trans. Cogn. Dev. Syst. 16(2): 584-594 (2024) - [j42]Enze Shi, Sigang Yu, Yanqing Kang, Jinru Wu, Lin Zhao, Dajiang Zhu, Jinglei Lv, Tianming Liu, Xintao Hu, Shu Zhang:
MEET: A Multi-Band EEG Transformer for Brain States Decoding. IEEE Trans. Biomed. Eng. 71(5): 1442-1453 (2024) - [j41]Heng Huang, Lin Zhao, Haixing Dai, Lu Zhang, Xintao Hu, Dajiang Zhu, Tianming Liu:
BI-AVAN: A Brain-Inspired Adversarial Visual Attention Network for Characterizing Human Visual Attention From Neural Activity. IEEE Trans. Multim. 26: 11191-11203 (2024) - [j40]Chong Ma, Lin Zhao, Yuzhong Chen, Lei Guo, Tuo Zhang, Xintao Hu, Dinggang Shen, Xi Jiang, Tianming Liu:
Rectify ViT Shortcut Learning by Visual Saliency. IEEE Trans. Neural Networks Learn. Syst. 35(12): 18013-18025 (2024) - [i17]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. CoRR abs/2401.02038 (2024) - [i16]Heng Huang, Lin Zhao, Zihao Wu, Xiaowei Yu, Jing Zhang, Xintao Hu, Dajiang Zhu, Tianming Liu:
Brain Dialogue Interface (BDI): A User-Friendly fMRI Model for Interactive Brain Decoding. CoRR abs/2407.09509 (2024) - [i15]Jiaqi Wang, Hanqi Jiang, Yiheng Liu, Chong Ma, Xu Zhang, Yi Pan, Mengyuan Liu, Peiran Gu, Sichen Xia, Wenjun Li, Yutong Zhang, Zihao Wu, Zhengliang Liu, Tianyang Zhong, Bao Ge, Tuo Zhang, Ning Qiang, Xintao Hu, Xi Jiang, Xin Zhang, Wei Zhang, Dinggang Shen, Tianming Liu, Shu Zhang:
A Comprehensive Review of Multimodal Large Language Models: Performance and Challenges Across Different Tasks. CoRR abs/2408.01319 (2024) - [i14]Tianyang Zhong, Zhengliang Liu, Yi Pan, Yutong Zhang, Yifan Zhou, Shizhe Liang, Zihao Wu, Yanjun Lyu, Peng Shu, Xiaowei Yu, Chao Cao, Hanqi Jiang, Hanxu Chen, Yiwei Li, Junhao Chen, Huawen Hu, Yihen Liu, Huaqin Zhao, Shaochen Xu, Haixing Dai, Lin Zhao, Ruidong Zhang, Wei Zhao, Zhenyuan Yang, Jingyuan Chen, Peilong Wang, Wei Ruan, Hui Wang, Huan Zhao, Jing Zhang, Yiming Ren, Shihuan Qin, Tong Chen, Jiaxi Li, Arif Hassan Zidan, Afrar Jahin, Minheng Chen, Sichen Xia, Jason Holmes, Yan Zhuang, Jiaqi Wang, Bochen Xu, Weiran Xia, Jichao Yu, Kaibo Tang, Yaxuan Yang, Bolun Sun, Tao Yang, Guoyu Lu, Xianqiao Wang, Lilong Chai, He Li, Jin Lu, Lichao Sun, Xin Zhang, Bao Ge, Xintao Hu, Lian Zhang, Hua Zhou, Lu Zhang, Shu Zhang, Ninghao Liu, Bei Jiang, Linglong Kong, Zhen Xiang, Yudan Ren, Jun Liu, Xi Jiang, Yu Bao, Wei Zhang, Xiang Li, Gang Li, Wei Liu, Dinggang Shen, Andrea Sikora, Xiaoming Zhai, Dajiang Zhu, Tianming Liu:
Evaluation of OpenAI o1: Opportunities and Challenges of AGI. CoRR abs/2409.18486 (2024) - [i13]Haiyang Sun, Lin Zhao, Zihao Wu, Xiaohui Gao, Yutao Hu, Mengfei Zuo, Wei Zhang, Junwei Han, Tianming Liu, Xintao Hu:
Brain-like Functional Organization within Large Language Models. CoRR abs/2410.19542 (2024) - [i12]Xiaohui Gao, Yue Cheng, Peiyang Li, Yijie Niu, Yifan Ren, Yiheng Liu, Haiyang Sun, Zhuoyi Li, Weiwei Xing, Xintao Hu:
LinBridge: A Learnable Framework for Interpreting Nonlinear Neural Encoding Models. CoRR abs/2410.20053 (2024) - 2023
- [j39]Shaoxi Wang, Xintao Hu, Jialong Sun, Jinzhuo Liu:
Hyperspectral anomaly detection using ensemble and robust collaborative representation. Inf. Sci. 624: 748-760 (2023) - [j38]Lin Zhao, Zihao Wu, Haixing Dai, Zhengliang Liu, Xintao Hu, Tuo Zhang, Dajiang Zhu, Tianming Liu:
A generic framework for embedding human brain function with temporally correlated autoencoder. Medical Image Anal. 89: 102892 (2023) - [j37]Liting Wang, Xintao Hu, Yudan Ren, Jinglei Lv, Shijie Zhao, Lei Guo, Tianming Liu, Junwei Han:
Arousal modulates the amygdala-insula reciprocal connectivity during naturalistic emotional movie watching. NeuroImage 279: 120316 (2023) - [c70]Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu:
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain. AAAI 2023: 8888-8896 - [c69]Mengyue Zhou, Xu Liu, David Liu, Zihao Wu, Zhengliang Liu, Lin Zhao, Dajiang Zhu, Lei Guo, Junwei Han, Tianming Liu, Xintao Hu:
Fine-grained Artificial Neurons in Audio-transformers for Disentangling Neural Auditory Encoding. ACL (Findings) 2023: 7943-7956 - [c68]Shuchang Chu, Xiaogang Cheng, Yufeng Zhou, Xintao Hu, Caoxin Xu, Xiaolong Liu, Qing Wang, Bing Yang:
A Novel Contactless Prediction Algorithm of Indoor Thermal Comfort Based on Posture Estimation. ICIG (4) 2023: 287-297 - [c67]Xintao Hu, Xiaogang Cheng, Zhaobin Wang, Jie Ni, Bo Zhang, Bo Gao, Yan Zhang, Xin Geng, Limin Song:
A Novel Attention-DeblurGAN-Based Defogging Algorithm. ICIG (2) 2023: 323-334 - [c66]Yu Du, Liting Wang, Lei Guo, Junwei Han, Tianming Liu, Xintao Hu:
Topological Similarity between Artificial and Biological Neural Networks. ISBI 2023: 1-5 - [c65]Yang Qin, Liting Wang, Lei Guo, Junwei Han, Xintao Hu:
Selective Visual Attention Revealed by Integrating FMRI and Eye-Tracking. ISBI 2023: 1-5 - [i11]Xu Liu, Mengyue Zhou, Gaosheng Shi, Yu Du, Lin Zhao, Zihao Wu, David Liu, Tianming Liu, Xintao Hu:
Coupling Artificial Neurons in BERT and Biological Neurons in the Human Brain. CoRR abs/2303.14871 (2023) - [i10]Lin Zhao, Lu Zhang, Zihao Wu, Yuzhong Chen, Haixing Dai, Xiaowei Yu, Zhengliang Liu, Tuo Zhang, Xintao Hu, Xi Jiang, Xiang Li, Dajiang Zhu, Dinggang Shen, Tianming Liu:
When Brain-inspired AI Meets AGI. CoRR abs/2303.15935 (2023) - [i9]Zhengliang Liu, Tianyang Zhong, Yiwei Li, Yutong Zhang, Yi Pan, Zihao Zhao, Peixin Dong, Chao Cao, Yuxiao Liu, Peng Shu, Yaonai Wei, Zihao Wu, Chong Ma, Jiaqi Wang, Sheng Wang, Mengyue Zhou, Zuowei Jiang, Chunlin Li, Jason Holmes, Shaochen Xu, Lu Zhang, Haixing Dai, Kai Zhang, Lin Zhao, Yuanhao Chen, Xu Liu, Peilong Wang, Pingkun Yan, Jun Liu, Bao Ge, Lichao Sun, Dajiang Zhu, Xiang Li, Wei Liu, Xiaoyan Cai, Xintao Hu, Xi Jiang, Shu Zhang, Xin Zhang, Tuo Zhang, Shijie Zhao, Quanzheng Li, Hongtu Zhu, Dinggang Shen, Tianming Liu:
Evaluating Large Language Models for Radiology Natural Language Processing. CoRR abs/2307.13693 (2023) - [i8]Tianyang Zhong, Wei Zhao, Yutong Zhang, Yi Pan, Peixin Dong, Zuowei Jiang, Xiaoyan Kui, Youlan Shang, Li Yang, Yaonai Wei, 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, Lu Zhang, Shu Zhang, Xiaoyan Cai, Xintao Hu, Shijie Zhao, Xi Jiang, Xin Zhang, Xiang Li, Dajiang Zhu, Lei Guo, Dinggang Shen, Junwei Han, Tianming Liu, Jun Liu, Tuo Zhang:
ChatRadio-Valuer: A Chat Large Language Model for Generalizable Radiology Report Generation Based on Multi-institution and Multi-system Data. CoRR abs/2310.05242 (2023) - [i7]Zhengliang Liu, Hanqi Jiang, Tianyang Zhong, Zihao Wu, Chong Ma, Yiwei Li, Xiaowei Yu, Yutong Zhang, Yi Pan, Peng Shu, Yanjun Lyu, Lu Zhang, Junjie Yao, Peixin Dong, Chao Cao, Zhenxiang Xiao, Jiaqi Wang, Huan Zhao, Shaochen Xu, Yaonai Wei, Jingyuan Chen, Haixing Dai, Peilong Wang, Hao He, Zewei Wang, Xinyu Wang, Xu Zhang, Lin Zhao, Yiheng Liu, Kai Zhang, Liheng Yan, Lichao Sun, Jun Liu, Ning Qiang, Bao Ge, Xiaoyan Cai, Shijie Zhao, Xintao Hu, Yixuan Yuan, Gang Li, Shu Zhang, Xin Zhang, Xi Jiang, Tuo Zhang, Dinggang Shen, Quanzheng Li, Wei Liu, Xiang Li, Dajiang Zhu, Tianming Liu:
Holistic Evaluation of GPT-4V for Biomedical Imaging. CoRR abs/2312.05256 (2023) - 2022
- [j36]Liting Wang, Xintao Hu, Huan Liu, Shijie Zhao, Lei Guo, Junwei Han, Tianming Liu:
Functional Brain Networks Underlying Auditory Saliency During Naturalistic Listening Experience. IEEE Trans. Cogn. Dev. Syst. 14(1): 156-163 (2022) - [i6]Eric Sihite, Xintao Hu, Bozhen Li, Adarsh Salagame, Paul Ghanem, Alireza Ramezani:
Bang-Bang Control Of A Tail-less Morphing Wing Flight. CoRR abs/2205.06395 (2022) - [i5]Yiheng Liu, Enjie Ge, Mengshen He, Zhengliang Liu, Shijie Zhao, Xintao Hu, Dajiang Zhu, Tianming Liu, Bao Ge:
Discovering Dynamic Functional Brain Networks via Spatial and Channel-wise Attention. CoRR abs/2205.09576 (2022) - [i4]Chong Ma, Lin Zhao, Yuzhong Chen, David Weizhong Liu, Xi Jiang, Tuo Zhang, Xintao Hu, Dinggang Shen, Dajiang Zhu, Tianming Liu:
Rectify ViT Shortcut Learning by Visual Saliency. CoRR abs/2206.08567 (2022) - [i3]Lin Zhao, Haixing Dai, Zihao Wu, Zhenxiang Xiao, Lu Zhang, David Weizhong Liu, Xintao Hu, Xi Jiang, Sheng Li, Dajiang Zhu, Tianming Liu:
Coupling Visual Semantics of Artificial Neural Networks and Human Brain Function via Synchronized Activations. CoRR abs/2206.10821 (2022) - [i2]Yuzhong Chen, Yu Du, Zhenxiang Xiao, Lin Zhao, Lu Zhang, David Weizhong Liu, Dajiang Zhu, Tuo Zhang, Xintao Hu, Tianming Liu, Xi Jiang:
A Unified and Biologically-Plausible Relational Graph Representation of Vision Transformers. CoRR abs/2206.11073 (2022) - [i1]Heng Huang, Lin Zhao, Xintao Hu, Haixing Dai, Lu Zhang, Dajiang Zhu, Tianming Liu:
BI AVAN: Brain inspired Adversarial Visual Attention Network. CoRR abs/2210.15790 (2022) - 2021
- [j35]Huan Liu, Xintao Hu, Yudan Ren, Liting Wang, Lei Guo, Christine Cong Guo, Junwei Han:
Neural Correlates of Interobserver Visual Congruency in Free-Viewing Condition. IEEE Trans. Cogn. Dev. Syst. 13(3): 546-554 (2021) - 2020
- [j34]Wei Zhang, Shijie Zhao, Xintao Hu, Qinglin Dong, Heng Huang, Shu Zhang, Yu Zhao, Haixing Dai, Fangfei Ge, Lei Guo, Tianming Liu:
Hierarchical Organization of Functional Brain Networks Revealed by Hybrid Spatiotemporal Deep Learning. Brain Connect. 10(2): 72-82 (2020) - [c64]Zhibin He, Shu Zhang, Songyao Zhang, Yin Zhang, Xintao Hu, Xi Jiang, Lei Guo, Tianming Liu, Lei Du, Tuo Zhang:
Interwound Structural and Functional Difference Between Preterm and Term Infant Brains Revealed by Multi-view CCA. MLMI@MICCAI 2020: 465-473
2010 – 2019
- 2019
- [c63]Yin Zhang, Xintao Hu, Chunlin He, Xiangning Wang, Yudan Ren, Huan Liu, Liting Wang, Lei Guo, Tianming Liu:
A Two-Stage DBN-Based Method to Exploring Functional Brain Networks in Naturalistic Paradigm FMRI. ISBI 2019: 1594-1597 - [c62]Liting Wang, Xintao Hu, Huan Liu, Heng Huang, Lei Guo, Tianming Liu:
Explore the Hierarchical Auditory Information Processing Via Deep Convolutional Autoencoder. ISBI 2019: 1788-1791 - [c61]Wei Suo, Xintao Hu, Bowei Yan, Mengyang Sun, Lei Guo, Junwei Han, Tianming Liu:
3D Convolutional Long-Short Term Memory Network for Spatiotemporal Modeling of fMRI Data. MBIA/MFCA@MICCAI 2019: 75-83 - 2018
- [j33]Yu Zhao, Qinglin Dong, Shu Zhang, Wei Zhang, Hanbo Chen, Xi Jiang, Lei Guo, Xintao Hu, Junwei Han, Tianming Liu:
Automatic Recognition of fMRI-Derived Functional Networks Using 3-D Convolutional Neural Networks. IEEE Trans. Biomed. Eng. 65(9): 1975-1984 (2018) - [j32]Heng Huang, Xintao Hu, Yu Zhao, Milad Makkie, Qinglin Dong, Shijie Zhao, Lei Guo, Tianming Liu:
Modeling Task fMRI Data Via Deep Convolutional Autoencoder. IEEE Trans. Medical Imaging 37(7): 1551-1561 (2018) - [c60]Huan Liu, Shijie Zhao, Xi Jiang, Shu Zhang, Xintao Hu, Lei Quo, Tianming Liu:
Characterizing task-evoked and intrinsic functional networks from task-based fMRI data via two-stage sparse dictionary learning. ISBI 2018: 70-73 - [c59]Fangfei Ge, Jinglei Lv, Xintao Hu, Lei Guo, Junwei Han, Shijie Zhao, Tianming Liu:
Exploring intrinsic networks and their interactions using group wise temporal sparse coding. ISBI 2018: 74-77 - [c58]Heng Huang, Xintao Hu, Qinglin Dong, Shijie Zhao, Shu Zhang, Yu Zhao, Lei Quo, Tianming Liu:
Modeling task fMRI data via mixture of deep expert networks. ISBI 2018: 82-86 - [c57]Lei Li, Xintao Hu, Heng Huang, Chunlin He, Liting Wang, Junwei Han, Lei Quo, Wei Zhang, Tianming Liu:
Latent source mining of fMRI data via deep belief network. ISBI 2018: 595-598 - [c56]Fangfei Ge, Hanbo Chen, Tuo Zhang, Xianqiao Wang, Lin Yuan, Xintao Hu, Lei Guo, Tianming Liu:
A novel framework for analyzing cortical folding patterns based on sulcal baselines and gyral crestlines. ISBI 2018: 1043-1047 - 2017
- [j31]Jinglei Lv, Binbin Lin, Qingyang Li, Wei Zhang, Yu Zhao, Xi Jiang, Lei Guo, Junwei Han, Xintao Hu, Christine Cong Guo, Jieping Ye, Tianming Liu:
Task fMRI data analysis based on supervised stochastic coordinate coding. Medical Image Anal. 38: 1-16 (2017) - [c55]Heng Huang, Xintao Hu, Milad Makkie, Qinglin Dong, Yu Zhao, Junwei Han, Lei Guo, Tianming Liu:
Modeling Task fMRI Data via Deep Convolutional Autoencoder. IPMI 2017: 411-424 - [c54]Xiao Li, Tuo Zhang, Qinglin Dong, Shu Zhang, Xintao Hu, Lei Du, Lei Guo, Tianming Liu:
Predicting cortical 3-hinge locations via structural connective features. ISBI 2017: 533-537 - [c53]Huan Liu, Mianzhi Zhang, Xintao Hu, Yudan Ren, Shu Zhang, Junwei Han, Lei Guo, Tianming Liu:
FMRI data classification based on hybrid temporal and spatial sparse representation. ISBI 2017: 957-960 - [c52]Liting Wang, Xintao Hu, Meng Wang, Jinglei Lv, Junwei Han, Shijie Zhao, Qinglin Dong, Lei Guo, Tianming Liu:
Decoding dynamic auditory attention during naturalistic experience. ISBI 2017: 974-977 - [c51]Tuo Zhang, Xiao Li, Lin Zhao, Xintao Hu, Tianming Liu, Lei Guo:
Multi-way Regression Reveals Backbone of Macaque Structural Brain Connectivity in Longitudinal Datasets. MICCAI (1) 2017: 424-432 - 2016
- [j30]Peicheng Zhou, Gong Cheng, Zhenbao Liu, Shuhui Bu, Xintao Hu:
Weakly supervised target detection in remote sensing images based on transferred deep features and negative bootstrapping. Multidimens. Syst. Signal Process. 27(4): 925-944 (2016) - [j29]Vinh Thai Nguyen, Michael Breakspear, Xintao Hu, Christine Cong Guo:
The integration of the internal and external milieu in the insula during dynamic emotional experiences. NeuroImage 124: 455-463 (2016) - [j28]Yimin Hou, Ting Xiao, Shu Zhang, Xi Jiang, Xiang Li, Xintao Hu, Junwei Han, Lei Guo, L. Stephen Miller, Richard Neupert, Tianming Liu:
Predicting Movie Trailer Viewer's "Like/Dislike" via Learned Shot Editing Patterns. IEEE Trans. Affect. Comput. 7(1): 29-44 (2016) - [c50]Shijie Zhao, Junwei Han, Xi Jiang, Xintao Hu, Jinglei Lv, Shu Zhang, Bao Ge, Lei Guo, Tianming Liu:
Exploring auditory network composition during free listening to audio excerpts via group-wise sparse representation. ICME 2016: 1-6 - [c49]Cheng Lyu, Xiang Li, Jinglei Lv, Xintao Hu, Junwei Han, Lei Quo, Tianming Liu:
Identifying group-wise consistent sub-networks via spatial sparse representation of natural stimulus FMRI data. ISBI 2016: 62-65 - [c48]Heng Huang, Xintao Hu, Junwei Han, Jinglei Lv, Nian Liu, Lei Guo, Tianming Liu:
Latent source mining in FMRI data via deep neural network. ISBI 2016: 638-641 - [c47]Xiao Li, Tuo Zhang, Tao Liu, Jinglei Lv, Xintao Hu, Lei Guo, Tianming Liu:
A data-driven method to study brain structural connectivities via joint analysis of microarray data and dMRI data. ISBI 2016: 829-832 - [c46]Yudan Ren, Xintao Hu, Jinglei Lv, Lei Quo, Junwei Han, Tianming Liu:
Identifying autism biomarkers in default mode network using sparse representation of resting-state fMRI data. ISBI 2016: 1278-1281 - [c45]Shijie Zhao, Junwei Han, Jinglei Lv, Xi Jiang, Xintao Hu, Shu Zhang, Mary Ellen Lynch, Claire Coles, Lei Guo, Xiaoping Hu, Tianming Liu:
A Multi-stage Sparse Coding Framework to Explore the Effects of Prenatal Alcohol Exposure. MICCAI (1) 2016: 28-36 - [c44]Jinglei Lv, Armin Iraji, Fangfei Ge, Shijie Zhao, Xintao Hu, Tuo Zhang, Junwei Han, Lei Guo, Zhifeng Kou, Tianming Liu:
Temporal Concatenated Sparse Coding of Resting State fMRI Data Reveal Network Interaction Changes in mTBI. MICCAI (1) 2016: 46-54 - [c43]Xiao Li, Lei Du, Tuo Zhang, Xintao Hu, Xi Jiang, Lei Guo, Tianming Liu:
Species Preserved and Exclusive Structural Connections Revealed by Sparse CCA. MICCAI (1) 2016: 123-131 - 2015
- [j27]Xiang Ji, Junwei Han, Xi Jiang, Xintao Hu, Lei Guo, Jungong Han, Ling Shao, Tianming Liu:
Analysis of music/speech via integration of audio content and functional brain response. Inf. Sci. 297: 271-282 (2015) - [j26]Jinglei Lv, Xi Jiang, Xiang Li, Dajiang Zhu, Hanbo Chen, Tuo Zhang, Shu Zhang, Xintao Hu, Junwei Han, Heng Huang, Jing Zhang, Lei Guo, Tianming Liu:
Sparse representation of whole-brain fMRI signals for identification of functional networks. Medical Image Anal. 20(1): 112-134 (2015) - [j25]Junwei Han, Xiang Ji, Xintao Hu, Lei Guo, Tianming Liu:
Arousal Recognition Using Audio-Visual Features and FMRI-Based Brain Response. IEEE Trans. Affect. Comput. 6(4): 337-347 (2015) - [j24]Xintao Hu, Cheng Lv, Gong Cheng, Jinglei Lv, Lei Guo, Junwei Han, Tianming Liu:
Sparsity-Constrained fMRI Decoding of Visual Saliency in Naturalistic Video Streams. IEEE Trans. Auton. Ment. Dev. 7(2): 65-75 (2015) - [j23]Xintao Hu, Lei Guo, Junwei Han, Tianming Liu:
Decoding Semantics Categorization during Natural Viewing of Video Streams. IEEE Trans. Auton. Ment. Dev. 7(3): 201-210 (2015) - [j22]Xi Jiang, Tuo Zhang, Dajiang Zhu, Kaiming Li, Hanbo Chen, Jinglei Lv, Xintao Hu, Junwei Han, Dinggang Shen, Lei Guo, Tianming Liu:
Anatomy-Guided Dense Individualized and Common Connectivity-Based Cortical Landmarks (A-DICCCOL). IEEE Trans. Biomed. Eng. 62(4): 1108-1119 (2015) - [j21]Jinglei Lv, Xi Jiang, Xiang Li, Dajiang Zhu, Shu Zhang, Shijie Zhao, Hanbo Chen, Tuo Zhang, Xintao Hu, Junwei Han, Jieping Ye, Lei Guo, Tianming Liu:
Holistic Atlases of Functional Networks and Interactions Reveal Reciprocal Organizational Architecture of Cortical Function. IEEE Trans. Biomed. Eng. 62(4): 1120-1131 (2015) - [j20]Junwei Han, Dingwen Zhang, Xintao Hu, Lei Guo, Jinchang Ren, Feng Wu:
Background Prior-Based Salient Object Detection via Deep Reconstruction Residual. IEEE Trans. Circuits Syst. Video Technol. 25(8): 1309-1321 (2015) - [j19]Junwei Han, Changyuan Chen, Ling Shao, Xintao Hu, Jungong Han, Tianming Liu:
Learning Computational Models of Video Memorability from fMRI Brain Imaging. IEEE Trans. Cybern. 45(8): 1692-1703 (2015) - [j18]Shijie Zhao, Junwei Han, Jinglei Lv, Xi Jiang, Xintao Hu, Yu Zhao, Bao Ge, Lei Guo, Tianming Liu:
Supervised Dictionary Learning for Inferring Concurrent Brain Networks. IEEE Trans. Medical Imaging 34(10): 2036-2045 (2015) - [c42]Fangfei Ge, Jinglei Lv, Xintao Hu, Bao Ge, Lei Guo, Junwei Han, Tianming Liu:
Deriving ADHD biomarkers with sparse coding based network analysis. ISBI 2015: 22-25 - [c41]Jinglei Lv, Binbin Lin, Wei Zhang, Xi Jiang, Xintao Hu, Junwei Han, Lei Guo, Jieping Ye, Tianming Liu:
Modeling Task FMRI Data via Supervised Stochastic Coordinate Coding. MICCAI (1) 2015: 239-246 - 2014
- [j17]Junwei Han, Xiang Ji, Xintao Hu, Jungong Han, Tianming Liu:
Clustering and retrieval of video shots based on natural stimulus fMRI. Neurocomputing 144: 128-137 (2014) - [j16]Junwei Han, Liye Sun, Xintao Hu, Jungong Han, Ling Shao:
Spatial and temporal visual attention prediction in videos using eye movement data. Neurocomputing 145: 140-153 (2014) - [j15]Junwei Han, Kaiming Li, Ling Shao, Xintao Hu, Sheng He, Lei Guo, Jungong Han, Tianming Liu:
Video abstraction based on fMRI-driven visual attention model. Inf. Sci. 281: 781-796 (2014) - [j14]Dajiang Zhu, Tuo Zhang, Xi Jiang, Xintao Hu, Hanbo Chen, Ning Yang, Jinglei Lv, Junwei Han, Lei Guo, Tianming Liu:
Fusing DTI and fMRI data: A survey of methods and applications. NeuroImage 102: 184-191 (2014) - [j13]Jinglei Lv, Lei Guo, Dajiang Zhu, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu:
Group-Wise FMRI Activation Detection on DICCCOL Landmarks. Neuroinformatics 12(4): 513-534 (2014) - [j12]Tianming Liu, Xintao Hu, Xiaojin Li, Mo Chen, Junwei Han, Lei Guo:
Merging Neuroimaging and Multimedia: Methods, Opportunities, and Challenges. IEEE Trans. Hum. Mach. Syst. 44(2): 270-280 (2014) - [c40]Junwei Han, Liye Sun, Dingwen Zhang, Xintao Hu, Gong Cheng, Lei Guo:
Visual attention computation in video of driving environment. ICME 2014: 1-6 - [c39]Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xiang Li, Xintao Hu, Lei Guo, Tianming Liu:
Discovering network-level functional interactions from working memory fMRI data. ISBI 2014: 13-16 - [c38]Cheng Lv, Xintao Hu, Junwei Han, Gong Cheng, Xiang Li, Lei Guo, Tianming Liu:
Exploring consistent functional brain networks during free viewing of videos via sparse representation. ISBI 2014: 349-352 - [c37]Xi Jiang, Jinglei Lv, Dajiang Zhu, Tuo Zhang, Xintao Hu, Lei Guo, Tianming Liu:
Integrating group-wise functional brain activities via point processes. ISBI 2014: 669-672 - [c36]Jinglei Lv, Tuo Zhang, Xintao Hu, Dajiang Zhu, Kaiming Li, Lei Guo, Tianming Liu:
Group-wise connection activation detection based on DICCCOL. ISBI 2014: 681-684 - [c35]Shu Zhang, Xintao Hu, Jinglei Lv, Tuo Zhang, Xiang Li, Xi Jiang, Lei Guo, Tianming Liu:
Learning fMRI-guided predictor of video shot changes. ISBI 2014: 1210-1213 - [c34]Hanbo Chen, Xiang Yu, Xi Jiang, Kaiming Li, Longchuan Li, Xintao Hu, Junwei Han, Lei Guo, Xiaoping Hu, Tianming Liu:
Evolutionarily-preserved consistent gyral folding patterns across primate brains. ISBI 2014: 1218-1221 - [c33]Shijie Zhao, Xi Jiang, Junwei Han, Xintao Hu, Dajiang Zhu, Jinglei Lv, Tuo Zhang, Lei Guo, Tianming Liu:
Decoding Auditory Saliency from FMRI Brain Imaging. ACM Multimedia 2014: 873-876 - 2013
- [j11]Xiaojin Li, Xintao Hu, Changfeng Jin, Junwei Han, Tianming Liu, Lei Guo, Wei Hao, Lingjiang Li:
A Comparative Study of Theoretical Graph Models for Characterizing Structural Networks of Human Brain. Int. J. Biomed. Imaging 2013: 201735:1-201735:8 (2013) - [j10]Tuo Zhang, Dajiang Zhu, Xi Jiang, Bao Ge, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu:
Predicting cortical ROIs via joint modeling of anatomical and connectional profiles. Medical Image Anal. 17(6): 601-615 (2013) - [j9]Yixuan Yuan, Xi Jiang, Dajiang Zhu, Hanbo Chen, Kaiming Li, Peili Lv, Xiang Yu, Xiaojin Li, Shu Zhang, Tuo Zhang, Xintao Hu, Junwei Han, Lei Guo, Tianming Liu:
Meta-Analysis of Functional Roles of DICCCOLs. Neuroinformatics 11(1): 47-63 (2013) - [j8]Bao Ge, Lei Guo, Tuo Zhang, Xintao Hu, Junwei Han, Tianming Liu:
Resting State fMRI-guided Fiber Clustering: Methods and Applications. Neuroinformatics 11(1): 119-133 (2013) - [j7]