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ORCIDBibTeX records: Hongtu Zhu
@article{DBLP:journals/corr/abs-2402-06512,
author = {Wenhao Zheng and
Dongsheng Peng and
Hongxia Xu and
Hongtu Zhu and
Tianfan Fu and
Huaxiu Yao},
title = {Multimodal Clinical Trial Outcome Prediction with Large Language Models},
journal = {CoRR},
volume = {abs/2402.06512},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06512},
doi = {10.48550/ARXIV.2402.06512},
eprinttype = {arXiv},
eprint = {2402.06512},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06512.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06875,
author = {Mengqi Wu and
Lintao Zhang and
Pew{-}Thian Yap and
Hongtu Zhu and
Mingxia Liu},
title = {Disentangled Latent Energy-Based Style Translation: An Image-Level
Structural {MRI} Harmonization Framework},
journal = {CoRR},
volume = {abs/2402.06875},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06875},
doi = {10.48550/ARXIV.2402.06875},
eprinttype = {arXiv},
eprint = {2402.06875},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06875.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-17797,
author = {Xin Wang and
Shu Hu and
Heng Fan and
Hongtu Zhu and
Xin Li},
title = {Neural Radiance Fields in Medical Imaging: Challenges and Next Steps},
journal = {CoRR},
volume = {abs/2402.17797},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.17797},
doi = {10.48550/ARXIV.2402.17797},
eprinttype = {arXiv},
eprint = {2402.17797},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-17797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-17285,
author = {Qianglin Wen and
Chengchun Shi and
Ying Yang and
Niansheng Tang and
Hongtu Zhu},
title = {An Analysis of Switchback Designs in Reinforcement Learning},
journal = {CoRR},
volume = {abs/2403.17285},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.17285},
doi = {10.48550/ARXIV.2403.17285},
eprinttype = {arXiv},
eprint = {2403.17285},
timestamp = {Thu, 11 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-17285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiCZWW23,
author = {Shuai Li and
Ziqi Chen and
Hongtu Zhu and
Christina Dan Wang and
Wang Wen},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Nearest-Neighbor Sampling Based Conditional Independence Testing},
booktitle = {Thirty-Seventh {AAAI} Conference on Artificial Intelligence, {AAAI}
2023, Thirty-Fifth Conference on Innovative Applications of Artificial
Intelligence, {IAAI} 2023, Thirteenth Symposium on Educational Advances
in Artificial Intelligence, {EAAI} 2023, Washington, DC, USA, February
7-14, 2023},
pages = {8631--8639},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26039},
doi = {10.1609/AAAI.V37I7.26039},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiCZWW23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/SuiHZ023,
author = {Yang Sui and
Yukun Huang and
Hongtu Zhu and
Fan Zhou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Adversarial Learning of Distributional Reinforcement Learning},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {32783--32796},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/sui23a.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/SuiHZ023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/FengHWHZ0ZL23,
author = {Chengming Feng and
Jing Hu and
Xin Wang and
Shu Hu and
Bin Zhu and
Xi Wu and
Hongtu Zhu and
Siwei Lyu},
title = {Controlling Neural Style Transfer with Deep Reinforcement Learning},
booktitle = {Proceedings of the Thirty-Second International Joint Conference on
Artificial Intelligence, {IJCAI} 2023, 19th-25th August 2023, Macao,
SAR, China},
pages = {100--108},
publisher = {ijcai.org},
year = {2023},
url = {https://doi.org/10.24963/ijcai.2023/12},
doi = {10.24963/IJCAI.2023/12},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ijcai/FengHWHZ0ZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/WuSLLSZ23,
author = {Guojun Wu and
Ge Song and
Xiaoxiang Lv and
Shikai Luo and
Chengchun Shi and
Hongtu Zhu},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {DNet: Distributional Network for Distributional Individualized Treatment
Effects},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5215--5224},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599809},
doi = {10.1145/3580305.3599809},
timestamp = {Mon, 25 Sep 2023 08:29:22 +0200},
biburl = {https://dblp.org/rec/conf/kdd/WuSLLSZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QinSYZJ23,
author = {Zhiwei (Tony) Qin and
Rui Song and
Jieping Ye and
Hongtu Zhu and
Michael I. Jordan},
editor = {Ambuj K. Singh and
Yizhou Sun and
Leman Akoglu and
Dimitrios Gunopulos and
Xifeng Yan and
Ravi Kumar and
Fatma Ozcan and
Jieping Ye},
title = {{KDD-2023} Workshop on Decision Intelligence and Analytics for Online
Marketplaces},
booktitle = {Proceedings of the 29th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, {KDD} 2023, Long Beach, CA, USA, August 6-10, 2023},
pages = {5878--5879},
publisher = {{ACM}},
year = {2023},
url = {https://doi.org/10.1145/3580305.3599202},
doi = {10.1145/3580305.3599202},
timestamp = {Tue, 22 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QinSYZJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlmi-ws/WuZYLZL23,
author = {Mengqi Wu and
Lintao Zhang and
Pew{-}Thian Yap and
Weili Lin and
Hongtu Zhu and
Mingxia Liu},
editor = {Xiaohuan Cao and
Xuanang Xu and
Islem Rekik and
Zhiming Cui and
Xi Ouyang},
title = {Structural {MRI} Harmonization via Disentangled Latent Energy-Based
Style Translation},
booktitle = {Machine Learning in Medical Imaging - 14th International Workshop,
{MLMI} 2023, Held in Conjunction with {MICCAI} 2023, Vancouver, BC,
Canada, October 8, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {14348},
pages = {1--11},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-45673-2\_1},
doi = {10.1007/978-3-031-45673-2\_1},
timestamp = {Wed, 18 Oct 2023 20:03:53 +0200},
biburl = {https://dblp.org/rec/conf/mlmi-ws/WuZYLZL23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiSWZZ23,
author = {Ting Li and
Chengchun Shi and
Jianing Wang and
Fan Zhou and
Hongtu Zhu},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Optimal Treatment Allocation for Efficient Policy Evaluation in Sequential
Decision Making},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/98d0ad88db1e51bd0aa341a823290ece-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiSWZZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiZZWSCSY23,
author = {Shuai Li and
Yingjie Zhang and
Hongtu Zhu and
Christina Dan Wang and
Hai Shu and
Ziqi Chen and
Zhuoran Sun and
Yanfeng Yang},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {K-Nearest-Neighbor Local Sampling Based Conditional Independence Testing},
booktitle = {Advances in Neural Information Processing Systems 36: Annual Conference
on Neural Information Processing Systems 2023, NeurIPS 2023, New Orleans,
LA, USA, December 10 - 16, 2023},
year = {2023},
url = {http://papers.nips.cc/paper\_files/paper/2023/hash/48db67447e92539501bd71645ff33b72-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/LiZZWSCSY23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2301-00265,
author = {Yuqi Fang and
Pew{-}Thian Yap and
Weili Lin and
Hongtu Zhu and
Mingxia Liu},
title = {Source-Free Unsupervised Domain Adaptation: {A} Survey},
journal = {CoRR},
volume = {abs/2301.00265},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2301.00265},
doi = {10.48550/ARXIV.2301.00265},
eprinttype = {arXiv},
eprint = {2301.00265},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2301-00265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2304-04183,
author = {Shuai Li and
Ziqi Chen and
Hongtu Zhu and
Christina Dan Wang and
Wang Wen},
title = {Nearest-Neighbor Sampling Based Conditional Independence Testing},
journal = {CoRR},
volume = {abs/2304.04183},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2304.04183},
doi = {10.48550/ARXIV.2304.04183},
eprinttype = {arXiv},
eprint = {2304.04183},
timestamp = {Tue, 18 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2304-04183.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10187,
author = {Ting Li and
Chengchun Shi and
Zhaohua Lu and
Yi Li and
Hongtu Zhu},
title = {Evaluating Dynamic Conditional Quantile Treatment Effects with Applications
in Ridesharing},
journal = {CoRR},
volume = {abs/2305.10187},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10187},
doi = {10.48550/ARXIV.2305.10187},
eprinttype = {arXiv},
eprint = {2305.10187},
timestamp = {Wed, 24 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10187.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-14080,
author = {Qianqian Wang and
Wei Wang and
Yuqi Fang and
Pew{-}Thian Yap and
Hongtu Zhu and
Hong{-}Jun Li and
Lishan Qiao and
Mingxia Liu},
title = {Leveraging Brain Modularity Prior for Interpretable Representation
Learning of fMRI},
journal = {CoRR},
volume = {abs/2306.14080},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.14080},
doi = {10.48550/ARXIV.2306.14080},
eprinttype = {arXiv},
eprint = {2306.14080},
timestamp = {Wed, 28 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-14080.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2307-13693,
author = {Zhengliang Liu and
Tianyang Zhong and
Yiwei Li and
Yutong Zhang and
Yi Pan and
Zihao Zhao and
Peixin Dong and
Chao Cao and
Yuxiao Liu and
Peng Shu and
Yaonai Wei and
Zihao Wu and
Chong Ma and
Jiaqi Wang and
Sheng Wang and
Mengyue Zhou and
Zuowei Jiang and
Chunlin Li and
Jason Holmes and
Shaochen Xu and
Lu Zhang and
Haixing Dai and
Kai Zhang and
Lin Zhao and
Yuanhao Chen and
Xu Liu and
Peilong Wang and
Pingkun Yan and
Jun Liu and
Bao Ge and
Lichao Sun and
Dajiang Zhu and
Xiang Li and
Wei Liu and
Xiaoyan Cai and
Xintao Hu and
Xi Jiang and
Shu Zhang and
Xin Zhang and
Tuo Zhang and
Shijie Zhao and
Quanzheng Li and
Hongtu Zhu and
Dinggang Shen and
Tianming Liu},
title = {Evaluating Large Language Models for Radiology Natural Language Processing},
journal = {CoRR},
volume = {abs/2307.13693},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2307.13693},
doi = {10.48550/ARXIV.2307.13693},
eprinttype = {arXiv},
eprint = {2307.13693},
timestamp = {Tue, 20 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2307-13693.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-00405,
author = {Chengming Feng and
Jing Hu and
Xin Wang and
Shu Hu and
Bin Zhu and
Xi Wu and
Hongtu Zhu and
Siwei Lyu},
title = {Controlling Neural Style Transfer with Deep Reinforcement Learning},
journal = {CoRR},
volume = {abs/2310.00405},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.00405},
doi = {10.48550/ARXIV.2310.00405},
eprinttype = {arXiv},
eprint = {2310.00405},
timestamp = {Thu, 08 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-00405.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-07582,
author = {Xinyu Gong and
Jason Holmes and
Yiwei Li and
Zhengliang Liu and
Qi Gan and
Zihao Wu and
Jianli Zhang and
Yusong Zou and
Yuxi Teng and
Tian Jiang and
Hongtu Zhu and
Wei Liu and
Tianming Liu and
Yajun Yan},
title = {Evaluating the Potential of Leading Large Language Models in Reasoning
Biology Questions},
journal = {CoRR},
volume = {abs/2311.07582},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.07582},
doi = {10.48550/ARXIV.2311.07582},
eprinttype = {arXiv},
eprint = {2311.07582},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-07582.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bib/ChenLLYJWGGZYL22,
author = {Jiawen Chen and
Weifang Liu and
Tianyou Luo and
Zhentao Yu and
Minzhi Jiang and
Jia Wen and
Gaorav P. Gupta and
Paola Giusti and
Hongtu Zhu and
Yuchen Yang and
Yun Li},
title = {A comprehensive comparison on cell-type composition inference for
spatial transcriptomics data},
journal = {Briefings Bioinform.},
volume = {23},
number = {4},
year = {2022},
url = {https://doi.org/10.1093/bib/bbac245},
doi = {10.1093/BIB/BBAC245},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bib/ChenLLYJWGGZYL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ipm/XiongYZ22,
author = {Di Xiong and
Shihui Ying and
Hongtu Zhu},
title = {Intrinsic partial linear models for manifold-valued data},
journal = {Inf. Process. Manag.},
volume = {59},
number = {4},
pages = {102954},
year = {2022},
url = {https://doi.org/10.1016/j.ipm.2022.102954},
doi = {10.1016/J.IPM.2022.102954},
timestamp = {Mon, 08 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ipm/XiongYZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShuQZ22,
author = {Hai Shu and
Zhe Qu and
Hongtu Zhu},
title = {{D-GCCA:} Decomposition-based Generalized Canonical Correlation Analysis
for Multi-view High-dimensional Data},
journal = {J. Mach. Learn. Res.},
volume = {23},
pages = {169:1--169:64},
year = {2022},
url = {http://jmlr.org/papers/v23/20-021.html},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShuQZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/mia/HuangXSLLNNGNZ22,
author = {Chao Huang and
Zhenlin Xu and
Zhengyang Shen and
Tianyou Luo and
Tengfei Li and
Daniel Nissman and
Amanda Nelson and
Yvonne Golightly and
Marc Niethammer and
Hongtu Zhu},
title = {{DADP:} Dynamic abnormality detection and progression for longitudinal
knee magnetic resonance images from the Osteoarthritis Initiative},
journal = {Medical Image Anal.},
volume = {77},
pages = {102343},
year = {2022},
url = {https://doi.org/10.1016/j.media.2021.102343},
doi = {10.1016/J.MEDIA.2021.102343},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/mia/HuangXSLLNNGNZ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sigkdd/QinHSZKLJ22,
author = {Zhiwei (Tony) Qin and
Liangjie Hong and
Rui Song and
Hongtu Zhu and
Mohammed Korayem and
Haiyan Luo and
Michael I. Jordan},
title = {{KDD} 2022 Workshop on Decision Intelligence and Analytics for Online
Marketplaces: Jobs, Ridesharing, Retail, and Beyond},
journal = {{SIGKDD} Explor.},
volume = {24},
number = {2},
pages = {78--80},
year = {2022},
url = {https://doi.org/10.1145/3575637.3575648},
doi = {10.1145/3575637.3575648},
timestamp = {Tue, 24 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sigkdd/QinHSZKLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/ShuSJZC22,
author = {Hai Shu and
Ronghua Shi and
Qiran Jia and
Hongtu Zhu and
Ziqi Chen},
title = {mFI-PSO: {A} Flexible and Effective Method in Adversarial Image Generation
for Deep Neural Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2022, Padua,
Italy, July 18-23, 2022},
pages = {1--8},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/IJCNN55064.2022.9892433},
doi = {10.1109/IJCNN55064.2022.9892433},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/ShuSJZC22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/QinH0ZKLJ22,
author = {Zhiwei (Tony) Qin and
Liangjie Hong and
Rui Song and
Hongtu Zhu and
Mohammed Korayem and
Haiyan Luo and
Michael I. Jordan},
editor = {Aidong Zhang and
Huzefa Rangwala},
title = {Decision Intelligence and Analytics for Online Marketplaces: Jobs,
Ridesharing, Retail and Beyond},
booktitle = {{KDD} '22: The 28th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Washington, DC, USA, August 14 - 18, 2022},
pages = {4898--4899},
publisher = {{ACM}},
year = {2022},
url = {https://doi.org/10.1145/3534678.3542895},
doi = {10.1145/3534678.3542895},
timestamp = {Mon, 28 Aug 2023 21:17:29 +0200},
biburl = {https://dblp.org/rec/conf/kdd/QinH0ZKLJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10574,
author = {Chengchun Shi and
Runzhe Wan and
Ge Song and
Shikai Luo and
Rui Song and
Hongtu Zhu},
title = {A Multi-Agent Reinforcement Learning Framework for Off-Policy Evaluation
in Two-sided Markets},
journal = {CoRR},
volume = {abs/2202.10574},
year = {2022},
url = {https://arxiv.org/abs/2202.10574},
eprinttype = {arXiv},
eprint = {2202.10574},
timestamp = {Mon, 02 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10574.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10589,
author = {Chengchun Shi and
Jin Zhu and
Ye Shen and
Shikai Luo and
Hongtu Zhu and
Rui Song},
title = {Off-Policy Confidence Interval Estimation with Confounded Markov Decision
Process},
journal = {CoRR},
volume = {abs/2202.10589},
year = {2022},
url = {https://arxiv.org/abs/2202.10589},
eprinttype = {arXiv},
eprint = {2202.10589},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10589.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-10887,
author = {Shikai Luo and
Ying Yang and
Chengchun Shi and
Fang Yao and
Jieping Ye and
Hongtu Zhu},
title = {Policy Evaluation for Temporal and/or Spatial Dependent Experiments
in Ride-sourcing Platforms},
journal = {CoRR},
volume = {abs/2202.10887},
year = {2022},
url = {https://arxiv.org/abs/2202.10887},
eprinttype = {arXiv},
eprint = {2202.10887},
timestamp = {Thu, 03 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-10887.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-13163,
author = {Chengchun Shi and
Shikai Luo and
Hongtu Zhu and
Rui Song},
title = {Statistically Efficient Advantage Learning for Offline Reinforcement
Learning in Infinite Horizons},
journal = {CoRR},
volume = {abs/2202.13163},
year = {2022},
url = {https://arxiv.org/abs/2202.13163},
eprinttype = {arXiv},
eprint = {2202.13163},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-13163.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-10975,
author = {Shu Wan and
Chen Zheng and
Zhonggen Sun and
Mengfan Xu and
Xiaoqing Yang and
Hongtu Zhu and
Jiecheng Guo},
title = {{GCF:} Generalized Causal Forest for Heterogeneous Treatment Effect
Estimation in Online Marketplace},
journal = {CoRR},
volume = {abs/2203.10975},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.10975},
doi = {10.48550/ARXIV.2203.10975},
eprinttype = {arXiv},
eprint = {2203.10975},
timestamp = {Wed, 30 Mar 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-10975.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/LiSZZZ21,
author = {Ting Li and
Xinyuan Song and
Yingying Zhang and
Hongtu Zhu and
Zhongyi Zhu},
title = {Clusterwise functional linear regression models},
journal = {Comput. Stat. Data Anal.},
volume = {158},
pages = {107192},
year = {2021},
url = {https://doi.org/10.1016/j.csda.2021.107192},
doi = {10.1016/J.CSDA.2021.107192},
timestamp = {Wed, 24 Mar 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/LiSZZZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/HaoQKSZ21,
author = {Meiling Hao and
Lianqiang Qu and
Dehan Kong and
Liuquan Sun and
Hongtu Zhu},
title = {Optimal Minimax Variable Selection for Large-Scale Matrix Linear Regression
Model},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {147:1--147:39},
year = {2021},
url = {http://jmlr.org/papers/v22/19-969.html},
timestamp = {Mon, 31 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jmlr/HaoQKSZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ShiLZS21,
author = {Chengchun Shi and
Shikai Luo and
Hongtu Zhu and
Rui Song},
title = {An Online Sequential Test for Qualitative Treatment Effects},
journal = {J. Mach. Learn. Res.},
volume = {22},
pages = {286:1--286:51},
year = {2021},
url = {http://jmlr.org/papers/v22/21-0383.html},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ShiLZS21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sadm/KimZWD21,
author = {Junghi Kim and
Hongtu Zhu and
Xiao Wang and
Kim{-}Anh Do},
title = {Scalable network estimation with {L0} penalty},
journal = {Stat. Anal. Data Min.},
volume = {14},
number = {1},
pages = {18--30},
year = {2021},
url = {https://doi.org/10.1002/sam.11483},
doi = {10.1002/SAM.11483},
timestamp = {Wed, 07 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sadm/KimZWD21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/LiuFXQZ21,
author = {Chunyi Liu and
Hao Feng and
Jiang Xu and
Zhiwei Tony Qin and
Hongtu Zhu},
editor = {Yixin Chen and
Heiko Ludwig and
Yicheng Tu and
Usama M. Fayyad and
Xingquan Zhu and
Xiaohua Hu and
Suren Byna and
Xiong Liu and
Jianping Zhang and
Shirui Pan and
Vagelis Papalexakis and
Jianwu Wang and
Alfredo Cuzzocrea and
Carlos Ordonez},
title = {Optimizing Bike-Share Repositioning: Networked Inventory Management
with Spatiotemporal Modeling},
booktitle = {2021 {IEEE} International Conference on Big Data (Big Data), Orlando,
FL, USA, December 15-18, 2021},
pages = {1438--1448},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/BigData52589.2021.9671678},
doi = {10.1109/BIGDATA52589.2021.9671678},
timestamp = {Fri, 13 Jan 2023 17:06:49 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/LiuFXQZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/0003LTZQYZ21,
author = {Fan Zhou and
Chenfan Lu and
Xiaocheng Tang and
Fan Zhang and
Zhiwei (Tony) Qin and
Jieping Ye and
Hongtu Zhu},
editor = {James Bailey and
Pauli Miettinen and
Yun Sing Koh and
Dacheng Tao and
Xindong Wu},
title = {Multi-Objective Distributional Reinforcement Learning for Large-Scale
Order Dispatching},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2021, Auckland,
New Zealand, December 7-10, 2021},
pages = {1541--1546},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICDM51629.2021.00202},
doi = {10.1109/ICDM51629.2021.00202},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/0003LTZQYZ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/itsc/QinZY21,
author = {Zhiwei (Tony) Qin and
Hongtu Zhu and
Jieping Ye},
title = {Reinforcement Learning for Ridesharing: {A} Survey},
booktitle = {24th {IEEE} International Intelligent Transportation Systems Conference,
{ITSC} 2021, Indianapolis, IN, USA, September 19-22, 2021},
pages = {2447--2454},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ITSC48978.2021.9564924},
doi = {10.1109/ITSC48978.2021.9564924},
timestamp = {Wed, 03 Nov 2021 08:38:45 +0100},
biburl = {https://dblp.org/rec/conf/itsc/QinZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangZQWSSTZY21,
author = {Xiaocheng Tang and
Fan Zhang and
Zhiwei (Tony) Qin and
Yansheng Wang and
Dingyuan Shi and
Bingchen Song and
Yongxin Tong and
Hongtu Zhu and
Jieping Ye},
editor = {Feida Zhu and
Beng Chin Ooi and
Chunyan Miao},
title = {Value Function is All You Need: {A} Unified Learning Framework for
Ride Hailing Platforms},
booktitle = {{KDD} '21: The 27th {ACM} {SIGKDD} Conference on Knowledge Discovery
and Data Mining, Virtual Event, Singapore, August 14-18, 2021},
pages = {3605--3615},
publisher = {{ACM}},
year = {2021},
url = {https://doi.org/10.1145/3447548.3467096},
doi = {10.1145/3447548.3467096},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/kdd/TangZQWSSTZY21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2103-04555,
author = {Yan Jiao and
Xiaocheng Tang and
Zhiwei (Tony) Qin and
Shuaiji Li and
Fan Zhang and
Hongtu Zhu and
Jieping Ye},
title = {Real-world Ride-hailing Vehicle Repositioning using Deep Reinforcement
Learning},
journal = {CoRR},
volume = {abs/2103.04555},
year = {2021},
url = {https://arxiv.org/abs/2103.04555},
eprinttype = {arXiv},
eprint = {2103.04555},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2103-04555.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-01099,
author = {Zhiwei (Tony) Qin and
Hongtu Zhu and
Jieping Ye},
title = {Reinforcement Learning for Ridesharing: {A} Survey},
journal = {CoRR},
volume = {abs/2105.01099},
year = {2021},
url = {https://arxiv.org/abs/2105.01099},
eprinttype = {arXiv},
eprint = {2105.01099},
timestamp = {Wed, 03 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-01099.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2105-08791,
author = {Xiaocheng Tang and
Fan Zhang and
Zhiwei (Tony) Qin and
Yansheng Wang and
Dingyuan Shi and
Bingchen Song and
Yongxin Tong and
Hongtu Zhu and
Jieping Ye},
title = {Value Function is All You Need: {A} Unified Learning Framework for
Ride Hailing Platforms},
journal = {CoRR},
volume = {abs/2105.08791},
year = {2021},
url = {https://arxiv.org/abs/2105.08791},
eprinttype = {arXiv},
eprint = {2105.08791},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2105-08791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-04493,
author = {Xiaocheng Tang and
Zhiwei (Tony) Qin and
Fan Zhang and
Zhaodong Wang and
Zhe Xu and
Yintai Ma and
Hongtu Zhu and
Jieping Ye},
title = {A Deep Value-network Based Approach for Multi-Driver Order Dispatching},
journal = {CoRR},
volume = {abs/2106.04493},
year = {2021},
url = {https://arxiv.org/abs/2106.04493},
eprinttype = {arXiv},
eprint = {2106.04493},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-04493.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/interfaces/QinTJZXZY20,
author = {Zhiwei (Tony) Qin and
Xiaocheng Tang and
Yan Jiao and
Fan Zhang and
Zhe Xu and
Hongtu Zhu and
Jieping Ye},
title = {Ride-Hailing Order Dispatching at DiDi via Reinforcement Learning},
journal = {{INFORMS} J. Appl. Anal.},
volume = {50},
number = {5},
pages = {272--286},
year = {2020},
url = {https://doi.org/10.1287/inte.2020.1047},
doi = {10.1287/INTE.2020.1047},
timestamp = {Mon, 05 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/interfaces/QinTJZXZY20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ma/ChenHZ20,
author = {Ziqi Chen and
Jianhua Hu and
Hongtu Zhu},
title = {Surface functional models},
journal = {J. Multivar. Anal.},
volume = {180},
pages = {104664},
year = {2020},
url = {https://doi.org/10.1016/j.jmva.2020.104664},
doi = {10.1016/J.JMVA.2020.104664},
timestamp = {Sun, 11 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ma/ChenHZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/nature/GerstungJLDGRMR20,
author = {Moritz Gerstung and
Clemency Jolly and
Ignaty Leshchiner and
Stefan C. Dentro and
Santiago Gonzalez and
Thomas J. Mitchell and
Yulia Rubanova and
Pavana Anur and
Kaixian Yu and
Maxime Tarabichi and
Amit G. Deshwar and
Jeff Wintersinger and
Kortine Kleinheinz and
Ignacio V{\'{a}}zquez{-}Garc{\'{\i}}a and
Kerstin Haase and
Lara Jerman and
Subhajit Sengupta and
Geoff MacIntyre and
Salem Malikic and
Nilgun Donmez and
Dimitri G. Livitz and
Marek Cmero and
Jonas Demeulemeester and
Steven E. Schumacher and
Yu Fan and
Xiaotong Yao and
Juhee Lee and
Matthias Schlesner and
Paul C. Boutros and
David D. L. Bowtell and
Hongtu Zhu and
Gad Getz and
Marcin Imielinski and
Rameen Beroukhim and
S{\"{u}}leyman Cenk Sahinalp and
Yuan Ji and
Martin Peifer and
Florian Markowetz and
Ville Mustonen and
Ke Yuan and
Wenyi Wang and
Quaid D. Morris and
David J. Adams and
Peter J. Campbell and
Shaolong Cao and
Elizabeth L. Christie and
Yupeng Cun and
Kevin J. Dawson and
Ruben M. Drews and
Roland Eils and
Matthew Fittall and
Dale W. Garsed and
Gavin Ha and
Henry Lee{-}Six and
I{\~{n}}igo Martincorena and
Layla Oesper and
Myron Peto and
Benjamin J. Raphael and
Daniel T. Rosebrock and
Adriana Salcedo and
Ruian Shi and
Seung Jun Shin and
Oliver Spiro and
Lincoln D. Stein and
Shankar Vembu and
David A. Wheeler and
Tsun{-}Po Yang and
Paul T. Spellman and
David C. Wedge and
Peter Van Loo},
title = {The evolutionary history of 2,658 cancers},
journal = {Nat.},
volume = {578},
number = {7793},
pages = {122--128},
year = {2020},
url = {https://doi.org/10.1038/s41586-019-1907-7},
doi = {10.1038/S41586-019-1907-7},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/nature/GerstungJLDGRMR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZhongLSHJSLFYZ20,
author = {Liming Zhong and
Tengfei Li and
Hai Shu and
Chao Huang and
Jason M. Johnson and
Donald F. Schomer and
Ho{-}Ling Liu and
Qianjin Feng and
Wei Yang and
Hongtu Zhu},
title = {(TS)\({}^{\mbox{2}}\)WM: Tumor Segmentation and Tract Statistics for
Assessing White Matter Integrity with Applications to Glioblastoma
Patients},
journal = {NeuroImage},
volume = {223},
pages = {117368},
year = {2020},
url = {https://doi.org/10.1016/j.neuroimage.2020.117368},
doi = {10.1016/J.NEUROIMAGE.2020.117368},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ZhongLSHJSLFYZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/brainles-ws/TangLSZ20,
author = {Jiarui Tang and
Tengfei Li and
Hai Shu and
Hongtu Zhu},
editor = {Alessandro Crimi and
Spyridon Bakas},
title = {Variational-Autoencoder Regularized 3D MultiResUNet for the BraTS
2020 Brain Tumor Segmentation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 6th International Workshop, BrainLes 2020, Held in Conjunction
with {MICCAI} 2020, Lima, Peru, October 4, 2020, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12659},
pages = {431--440},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-72087-2\_38},
doi = {10.1007/978-3-030-72087-2\_38},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/brainles-ws/TangLSZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/WuLLSWHYQZ20,
author = {Guojun Wu and
Yanhua Li and
Shikai Luo and
Ge Song and
Qichao Wang and
Jing He and
Jieping Ye and
Xiaohu Qie and
Hongtu Zhu},
editor = {Mathieu d'Aquin and
Stefan Dietze and
Claudia Hauff and
Edward Curry and
Philippe Cudr{\'{e}}{-}Mauroux},
title = {A Joint Inverse Reinforcement Learning and Deep Learning Model for
Drivers' Behavioral Prediction},
booktitle = {{CIKM} '20: The 29th {ACM} International Conference on Information
and Knowledge Management, Virtual Event, Ireland, October 19-23, 2020},
pages = {2805--2812},
publisher = {{ACM}},
year = {2020},
url = {https://doi.org/10.1145/3340531.3412682},
doi = {10.1145/3340531.3412682},
timestamp = {Fri, 25 Dec 2020 01:15:14 +0100},
biburl = {https://dblp.org/rec/conf/cikm/WuLLSWHYQZ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-02856,
author = {Hai Shu and
Zhe Qu and
Hongtu Zhu},
title = {{D-GCCA:} Decomposition-based Generalized Canonical Correlation Analysis
for Multiple High-dimensional Datasets},
journal = {CoRR},
volume = {abs/2001.02856},
year = {2020},
url = {http://arxiv.org/abs/2001.02856},
eprinttype = {arXiv},
eprint = {2001.02856},
timestamp = {Sat, 23 Jan 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-02856.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-01711,
author = {Chengchun Shi and
Xiaoyu Wang and
Shikai Luo and
Rui Song and
Hongtu Zhu and
Jieping Ye},
title = {A Reinforcement Learning Framework for Time-Dependent Causal Effects
Evaluation in {A/B} Testing},
journal = {CoRR},
volume = {abs/2002.01711},
year = {2020},
url = {https://arxiv.org/abs/2002.01711},
eprinttype = {arXiv},
eprint = {2002.01711},
timestamp = {Tue, 03 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-01711.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2006-03243,
author = {Ronghua Shi and
Hai Shu and
Hongtu Zhu and
Ziqi Chen},
title = {Adversarial Image Generation and Training for Deep Convolutional Neural
Networks},
journal = {CoRR},
volume = {abs/2006.03243},
year = {2020},
url = {https://arxiv.org/abs/2006.03243},
eprinttype = {arXiv},
eprint = {2006.03243},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2006-03243.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/csda/MaLZZ19,
author = {Haiqiang Ma and
Ting Li and
Hongtu Zhu and
Zhongyi Zhu},
title = {Quantile regression for functional partially linear model in ultra-high
dimensions},
journal = {Comput. Stat. Data Anal.},
volume = {129},
pages = {135--147},
year = {2019},
url = {https://doi.org/10.1016/j.csda.2018.06.005},
doi = {10.1016/J.CSDA.2018.06.005},
timestamp = {Tue, 18 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/csda/MaLZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HowellSGYWBYCPS19,
author = {Brittany R. Howell and
Martin A. Styner and
Wei Gao and
Pew{-}Thian Yap and
Li Wang and
Kristine Baluyot and
Essa Yacoub and
Geng Chen and
Taylor Potts and
Andrew P. Salzwedel and
Gang Li and
John H. Gilmore and
Joseph Piven and
J. Keith Smith and
Dinggang Shen and
K{\^{a}}mil Ugurbil and
Hongtu Zhu and
Weili Lin and
Jed T. Elison},
title = {The {UNC/UMN} Baby Connectome Project {(BCP):} An overview of the
study design and protocol development},
journal = {NeuroImage},
volume = {185},
pages = {891--905},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2018.03.049},
doi = {10.1016/J.NEUROIMAGE.2018.03.049},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HowellSGYWBYCPS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZhangAZD19,
author = {Zhengwu Zhang and
Genevera I. Allen and
Hongtu Zhu and
David B. Dunson},
title = {Tensor network factorizations: Relationships between brain structural
connectomes and traits},
journal = {NeuroImage},
volume = {197},
pages = {330--343},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2019.04.027},
doi = {10.1016/J.NEUROIMAGE.2019.04.027},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ZhangAZD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HowellASGHZSS19,
author = {Brittany R. Howell and
Mihye Ahn and
Yundi Shi and
Jodi R. Godfrey and
Xiaoping Hu and
Hongtu Zhu and
Martin Styner and
Mar Sanchez},
title = {Disentangling the effects of early caregiving experience and heritable
factors on brain white matter development in rhesus monkeys},
journal = {NeuroImage},
volume = {197},
pages = {625--642},
year = {2019},
url = {https://doi.org/10.1016/j.neuroimage.2019.04.013},
doi = {10.1016/J.NEUROIMAGE.2019.04.013},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HowellASGHZSS19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LinZ19,
author = {Zhenhua Lin and
Hongtu Zhu},
title = {{MFPCA:} Multiscale Functional Principal Component Analysis},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4320--4327},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014320},
doi = {10.1609/AAAI.V33I01.33014320},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LinZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ShuZ19,
author = {Hai Shu and
Hongtu Zhu},
title = {Sensitivity Analysis of Deep Neural Networks},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {4943--4950},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33014943},
doi = {10.1609/AAAI.V33I01.33014943},
timestamp = {Tue, 02 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ShuZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/ZhangILZ19,
author = {Jingwen Zhang and
Joseph G. Ibrahim and
Tengfei Li and
Hongtu Zhu},
title = {A Powerful Global Test Statistic for Functional Statistical Inference},
booktitle = {The Thirty-Third {AAAI} Conference on Artificial Intelligence, {AAAI}
2019, The Thirty-First Innovative Applications of Artificial Intelligence
Conference, {IAAI} 2019, The Ninth {AAAI} Symposium on Educational
Advances in Artificial Intelligence, {EAAI} 2019, Honolulu, Hawaii,
USA, January 27 - February 1, 2019},
pages = {5765--5772},
publisher = {{AAAI} Press},
year = {2019},
url = {https://doi.org/10.1609/aaai.v33i01.33015765},
doi = {10.1609/AAAI.V33I01.33015765},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/aaai/ZhangILZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/HuangMQZLZY19,
author = {Tao Huang and
Yintai Ma and
Zhiwei (Tony) Qin and
Jianfeng Zheng and
Henry X. Liu and
Hongtu Zhu and
Jieping Ye},
editor = {Chaitanya K. Baru and
Jun Huan and
Latifur Khan and
Xiaohua Hu and
Ronay Ak and
Yuanyuan Tian and
Roger S. Barga and
Carlo Zaniolo and
Kisung Lee and
Yanfang (Fanny) Ye},
title = {Origin-destination Flow Prediction with Vehicle Trajectory Data and
Semi-supervised Recurrent Neural Network},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {1450--1459},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9005972},
doi = {10.1109/BIGDATA47090.2019.9005972},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bigdataconf/HuangMQZLZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/0001JZZLY19,
author = {Weinan Zhang and
Haiming Jin and
Lingyu Zhang and
Hongtu Zhu and
Zhenhui Jessie Li and
Jieping Ye},
editor = {Wenwu Zhu and
Dacheng Tao and
Xueqi Cheng and
Peng Cui and
Elke A. Rundensteiner and
David Carmel and
Qi He and
Jeffrey Xu Yu},
title = {{CIKM} 2019 Workshop on Artificial Intelligence in Transportation
{(AI} in transportation)},
booktitle = {Proceedings of the 28th {ACM} International Conference on Information
and Knowledge Management, {CIKM} 2019, Beijing, China, November 3-7,
2019},
pages = {2995--2996},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3357384.3358802},
doi = {10.1145/3357384.3358802},
timestamp = {Fri, 04 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/0001JZZLY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ChenJQTLAZY19,
author = {Haipeng Chen and
Yan Jiao and
Zhiwei (Tony) Qin and
Xiaocheng Tang and
Hao Li and
Bo An and
Hongtu Zhu and
Jieping Ye},
editor = {Jianyong Wang and
Kyuseok Shim and
Xindong Wu},
title = {InBEDE: Integrating Contextual Bandit with {TD} Learning for Joint
Pricing and Dispatch of Ride-Hailing Platforms},
booktitle = {2019 {IEEE} International Conference on Data Mining, {ICDM} 2019,
Beijing, China, November 8-11, 2019},
pages = {61--70},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/ICDM.2019.00016},
doi = {10.1109/ICDM.2019.00016},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ChenJQTLAZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/kdd/TangQZWXMZY19,
author = {Xiaocheng Tang and
Zhiwei (Tony) Qin and
Fan Zhang and
Zhaodong Wang and
Zhe Xu and
Yintai Ma and
Hongtu Zhu and
Jieping Ye},
editor = {Ankur Teredesai and
Vipin Kumar and
Ying Li and
R{\'{o}}mer Rosales and
Evimaria Terzi and
George Karypis},
title = {A Deep Value-network Based Approach for Multi-Driver Order Dispatching},
booktitle = {Proceedings of the 25th {ACM} {SIGKDD} International Conference on
Knowledge Discovery {\&} Data Mining, {KDD} 2019, Anchorage, AK,
USA, August 4-8, 2019},
pages = {1780--1790},
publisher = {{ACM}},
year = {2019},
url = {https://doi.org/10.1145/3292500.3330724},
doi = {10.1145/3292500.3330724},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/kdd/TangQZWXMZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiWLYZYZZ19,
author = {Tengfei Li and
Xifeng Wang and
Tianyou Luo and
Yue Yang and
Bingxin Zhao and
Liuqing Yang and
Ziliang Zhu and
Hongtu Zhu},
editor = {Kilian M. Pohl and
Wesley K. Thompson and
Ehsan Adeli and
Marius George Linguraru},
title = {Adolescent Fluid Intelligence Prediction from Regional Brain Volumes
and Cortical Curvatures Using BlockPC-XGBoost},
booktitle = {Adolescent Brain Cognitive Development Neurocognitive Prediction -
First Challenge, {ABCD-NP} 2019, Held in Conjunction with {MICCAI}
2019, Shenzhen, China, October 13, 2019, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11791},
pages = {167--175},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-31901-4\_20},
doi = {10.1007/978-3-030-31901-4\_20},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiWLYZYZZ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/0003LZZY19,
author = {Fan Zhou and
Tengfei Li and
Haibo Zhou and
Hongtu Zhu and
Jieping Ye},
editor = {Hanna M. Wallach and
Hugo Larochelle and
Alina Beygelzimer and
Florence d'Alch{\'{e}}{-}Buc and
Emily B. Fox and
Roman Garnett},
title = {Graph-Based Semi-Supervised Learning with Non-ignorable Non-response},
booktitle = {Advances in Neural Information Processing Systems 32: Annual Conference
on Neural Information Processing Systems 2019, NeurIPS 2019, December
8-14, 2019, Vancouver, BC, Canada},
pages = {7013--7023},
year = {2019},
url = {https://proceedings.neurips.cc/paper/2019/hash/42547f5a44d87da3bc40ee5d09624606-Abstract.html},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/0003LZZY19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1901-07152,
author = {Hai Shu and
Hongtu Zhu},
title = {Sensitivity Analysis of Deep Neural Networks},
journal = {CoRR},
volume = {abs/1901.07152},
year = {2019},
url = {http://arxiv.org/abs/1901.07152},
eprinttype = {arXiv},
eprint = {1901.07152},
timestamp = {Sun, 03 Feb 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1901-07152.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1905-09906,
author = {Zhenyu Shou and
Xuan Di and
Jieping Ye and
Hongtu Zhu and
Robert C. Hampshire},
title = {Where to Find Next Passengers on E-hailing Platforms? - {A} Markov
Decision Process Approach},
journal = {CoRR},
volume = {abs/1905.09906},
year = {2019},
url = {http://arxiv.org/abs/1905.09906},
eprinttype = {arXiv},
eprint = {1905.09906},
timestamp = {Wed, 29 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1905-09906.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/bioinformatics/WangLCZZSKIC18,
author = {Ching{-}Wei Wang and
Yu{-}Ching Lee and
Evelyne Calista and
Fan Zhou and
Hongtu Zhu and
Ryohei Suzuki and
Daisuke Komura and
Shumpei Ishikawa and
Shih{-}Ping Cheng},
title = {A benchmark for comparing precision medicine methods in thyroid cancer
diagnosis using tissue microarrays},
journal = {Bioinform.},
volume = {34},
number = {10},
pages = {1767--1773},
year = {2018},
url = {https://doi.org/10.1093/bioinformatics/btx838},
doi = {10.1093/BIOINFORMATICS/BTX838},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/bioinformatics/WangLCZZSKIC18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/DumastMCRYIRMGH18,
author = {Priscille de Dumast and
Cl{\'{e}}ment Mirabel and
Lucia H. S. Cevidanes and
Antonio C. Ruellas and
Marilia Yatabe and
Marcos Ioshida and
Nina Tubau Ribera and
Loic Michoud and
Liliane R. Gomes and
Chao Huang and
Hongtu Zhu and
Luciana Muniz and
Brandon Shoukri and
Beatriz Paniagua and
Martin Styner and
Steve Pieper and
Fran{\c{c}}ois Budin and
Jean{-}Baptiste Vimort and
Juan{-}Carlos Prieto},
title = {A web-based system for neural network based classification in temporomandibular
joint osteoarthritis},
journal = {Comput. Medical Imaging Graph.},
volume = {67},
pages = {45--54},
year = {2018},
url = {https://doi.org/10.1016/j.compmedimag.2018.04.009},
doi = {10.1016/J.COMPMEDIMAG.2018.04.009},
timestamp = {Mon, 26 Sep 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cmig/DumastMCRYIRMGH18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZhangDZGCDSZ18,
author = {Zhengwu Zhang and
Maxime Descoteaux and
Jingwen Zhang and
Gabriel Girard and
Maxime Chamberland and
David B. Dunson and
Anuj Srivastava and
Hongtu Zhu},
title = {Mapping population-based structural connectomes},
journal = {NeuroImage},
volume = {172},
pages = {130--145},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2017.12.064},
doi = {10.1016/J.NEUROIMAGE.2017.12.064},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ZhangDZGCDSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiuLZI18,
author = {Leo Yu{-}Feng Liu and
Yufeng Liu and
Hongtu Zhu and
Alzheimer's Disease Neuroimaging Initiative},
title = {{SMAC:} Spatial multi-category angle-based classifier for high-dimensional
neuroimaging data},
journal = {NeuroImage},
volume = {175},
pages = {230--245},
year = {2018},
url = {https://doi.org/10.1016/j.neuroimage.2018.03.040},
doi = {10.1016/J.NEUROIMAGE.2018.03.040},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LiuLZI18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/WangQTYZ18,
author = {Zhaodong Wang and
Zhiwei (Tony) Qin and
Xiaocheng Tang and
Jieping Ye and
Hongtu Zhu},
title = {Deep Reinforcement Learning with Knowledge Transfer for Online Rides
Order Dispatching},
booktitle = {{IEEE} International Conference on Data Mining, {ICDM} 2018, Singapore,
November 17-20, 2018},
pages = {617--626},
publisher = {{IEEE} Computer Society},
year = {2018},
url = {https://doi.org/10.1109/ICDM.2018.00077},
doi = {10.1109/ICDM.2018.00077},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icdm/WangQTYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LiZZSZ18,
author = {Tengfei Li and
Fan Zhou and
Ziliang Zhu and
Hai Shu and
Hongtu Zhu},
title = {A label-fusion-aided convolutional neural network for isointense infant
brain tissue segmentation},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {692--695},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363668},
doi = {10.1109/ISBI.2018.8363668},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LiZZSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LiuHLYZ18,
author = {Rongjie Liu and
Chao Huang and
Tengfei Li and
Liuqing Yang and
Hongtu Zhu},
title = {Statistical disease mapping for heterogeneous neuroimaging studies},
booktitle = {15th {IEEE} International Symposium on Biomedical Imaging, {ISBI}
2018, Washington, DC, USA, April 4-7, 2018},
pages = {1415--1418},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ISBI.2018.8363837},
doi = {10.1109/ISBI.2018.8363837},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/isbi/LiuHLYZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/VicoryPHFPMHSHL18,
author = {Jared Vicory and
Laura Pascal and
Pablo Hernandez and
James Fishbaugh and
Juan{-}Carlos Prieto and
Mahmoud Mostapha and
Chao Huang and
Hina Shah and
Jun{-}Pyo Hong and
Zhiyuan Liu and
Loic Michoud and
Jean{-}Christophe Fillion{-}Robin and
Guido Gerig and
Hongtu Zhu and
Stephen M. Pizer and
Martin Styner and
Beatriz Paniagua},
editor = {Martin Reuter and
Christian Wachinger and
Herv{\'{e}} Lombaert and
Beatriz Paniagua and
Marcel L{\"{u}}thi and
Bernhard Egger},
title = {SlicerSALT: Shape AnaLysis Toolbox},
booktitle = {Shape in Medical Imaging - International Workshop, ShapeMI 2018, Held
in Conjunction with {MICCAI} 2018, Granada, Spain, September 20, 2018,
Proceedings},
series = {Lecture Notes in Computer Science},
volume = {11167},
pages = {65--72},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-04747-4\_6},
doi = {10.1007/978-3-030-04747-4\_6},
timestamp = {Wed, 03 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/VicoryPHFPMHSHL18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/DaiLSZSZ18,
author = {Lutao Dai and
Tengfei Li and
Hai Shu and
Liming Zhong and
Haipeng Shen and
Hongtu Zhu},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Farahani Keyvan and
Mauricio Reyes and
Theo van Walsum},
title = {Automatic Brain Tumor Segmentation with Domain Adaptation},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - 4th International Workshop, BrainLes 2018, Held in Conjunction
with {MICCAI} 2018, Granada, Spain, September 16, 2018, Revised Selected
Papers, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11384},
pages = {380--392},
publisher = {Springer},
year = {2018},
url = {https://doi.org/10.1007/978-3-030-11726-9\_34},
doi = {10.1007/978-3-030-11726-9\_34},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/DaiLSZSZ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZhuYZZKZ17,
author = {Wensheng Zhu and
Ying Yuan and
Jingwen Zhang and
Fan Zhou and
Rebecca C. Knickmeyer and
Hongtu Zhu},
title = {Genome-wide association analysis of secondary imaging phenotypes from
the Alzheimer's disease neuroimaging initiative study},
journal = {NeuroImage},
volume = {146},
pages = {983--1002},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2016.09.055},
doi = {10.1016/J.NEUROIMAGE.2016.09.055},
timestamp = {Wed, 25 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ZhuYZZKZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LuKIWZ17,
author = {Zhaohua Lu and
Zakaria Khondker and
Joseph G. Ibrahim and
Yue Wang and
Hongtu Zhu},
title = {Bayesian longitudinal low-rank regression models for imaging genetic
data from longitudinal studies},
journal = {NeuroImage},
volume = {149},
pages = {305--322},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2017.01.052},
doi = {10.1016/J.NEUROIMAGE.2017.01.052},
timestamp = {Tue, 15 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/LuKIWZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HuangT0YZKCKZI17,
author = {Chao Huang and
Paul M. Thompson and
Yalin Wang and
Yang Yu and
Jingwen Zhang and
Dehan Kong and
Rivka R. Colen and
Rebecca C. Knickmeyer and
Hongtu Zhu and
Alzheimer's Disease Neuroimaging Initiative},
title = {{FGWAS:} Functional genome wide association analysis},
journal = {NeuroImage},
volume = {159},
pages = {107--121},
year = {2017},
url = {https://doi.org/10.1016/j.neuroimage.2017.07.030},
doi = {10.1016/J.NEUROIMAGE.2017.07.030},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/HuangT0YZKCKZI17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/PanWWSZ17,
author = {Wenliang Pan and
Xueqin Wang and
Canhong Wen and
Martin Styner and
Hongtu Zhu},
editor = {Marc Niethammer and
Martin Styner and
Stephen R. Aylward and
Hongtu Zhu and
Ipek Oguz and
Pew{-}Thian Yap and
Dinggang Shen},
title = {Conditional Local Distance Correlation for Manifold-Valued Data},
booktitle = {Information Processing in Medical Imaging - 25th International Conference,
{IPMI} 2017, Boone, NC, USA, June 25-30, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10265},
pages = {41--52},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59050-9\_4},
doi = {10.1007/978-3-319-59050-9\_4},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/PanWWSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ZhangHIJKGSZ17,
author = {Jingwen Zhang and
Chao Huang and
Joseph G. Ibrahim and
Shaili Jha and
Rebecca C. Knickmeyer and
John H. Gilmore and
Martin Styner and
Hongtu Zhu},
editor = {Marc Niethammer and
Martin Styner and
Stephen R. Aylward and
Hongtu Zhu and
Ipek Oguz and
Pew{-}Thian Yap and
Dinggang Shen},
title = {{HFPRM:} Hierarchical Functional Principal Regression Model for Diffusion
Tensor Image Bundle Statistics},
booktitle = {Information Processing in Medical Imaging - 25th International Conference,
{IPMI} 2017, Boone, NC, USA, June 25-30, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10265},
pages = {478--489},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59050-9\_38},
doi = {10.1007/978-3-319-59050-9\_38},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/ZhangHIJKGSZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhouLLZ17,
author = {Fan Zhou and
Tengfei Li and
Heng Li and
Hongtu Zhu},
editor = {Alessandro Crimi and
Spyridon Bakas and
Hugo J. Kuijf and
Bjoern H. Menze and
Mauricio Reyes},
title = {{TPCNN:} Two-Phase Patch-Based Convolutional Neural Network for Automatic
Brain Tumor Segmentation and Survival Prediction},
booktitle = {Brainlesion: Glioma, Multiple Sclerosis, Stroke and Traumatic Brain
Injuries - Third International Workshop, BrainLes 2017, Held in Conjunction
with {MICCAI} 2017, Quebec City, QC, Canada, September 14, 2017, Revised
Selected Papers},
series = {Lecture Notes in Computer Science},
volume = {10670},
pages = {274--286},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-75238-9\_24},
doi = {10.1007/978-3-319-75238-9\_24},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miccai/ZhouLLZ17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@proceedings{DBLP:conf/ipmi/2017,
editor = {Marc Niethammer and
Martin Styner and
Stephen R. Aylward and
Hongtu Zhu and
Ipek Oguz and
Pew{-}Thian Yap and
Dinggang Shen},
title = {Information Processing in Medical Imaging - 25th International Conference,
{IPMI} 2017, Boone, NC, USA, June 25-30, 2017, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {10265},
publisher = {Springer},
year = {2017},
url = {https://doi.org/10.1007/978-3-319-59050-9},
doi = {10.1007/978-3-319-59050-9},
isbn = {978-3-319-59049-3},
timestamp = {Tue, 14 May 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/2017.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HyunLHSLZ16,
author = {Jung Won Hyun and
Yimei Li and
Chao Huang and
Martin Styner and
Weili Lin and
Hongtu Zhu},
title = {{STGP:} Spatio-temporal Gaussian process models for longitudinal neuroimaging
data},
journal = {NeuroImage},
volume = {134},
pages = {550--562},
year = {2016},
url = {https://doi.org/10.1016/j.neuroimage.2016.04.023},
doi = {10.1016/J.NEUROIMAGE.2016.04.023},
timestamp = {Wed, 18 Dec 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HyunLHSLZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YangJLCZL16,
author = {Shan Yang and
Vladimir Jojic and
Jun Lian and
Ronald C. Chen and
Hongtu Zhu and
Ming C. Lin},
editor = {S{\'{e}}bastien Ourselin and
Leo Joskowicz and
Mert R. Sabuncu and
G{\"{o}}zde B. {\"{U}}nal and
William M. Wells III},
title = {Classification of Prostate Cancer Grades and T-Stages Based on Tissue
Elasticity Using Medical Image Analysis},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2016 - 19th International Conference, Athens, Greece, October 17-21,
2016, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {9900},
pages = {627--635},
year = {2016},
url = {https://doi.org/10.1007/978-3-319-46720-7\_73},
doi = {10.1007/978-3-319-46720-7\_73},
timestamp = {Mon, 05 Feb 2024 20:27:27 +0100},
biburl = {https://dblp.org/rec/conf/miccai/YangJLCZL16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenWKZ16,
author = {Yao Chen and
Xiao Wang and
Linglong Kong and
Hongtu Zhu},
title = {Local Region Sparse Learning for Image-on-Scalar Regression},
journal = {CoRR},
volume = {abs/1605.08501},
year = {2016},
url = {http://arxiv.org/abs/1605.08501},
eprinttype = {arXiv},
eprint = {1605.08501},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenWKZ16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LeeSLNSZG15,
author = {Seung Jae Lee and
Rachel J. Steiner and
Shikai Luo and
Michael C. Neale and
Martin Styner and
Hongtu Zhu and
John H. Gilmore},
title = {Quantitative tract-based white matter heritability in twin neonates},
journal = {NeuroImage},
volume = {111},
pages = {123--135},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.02.021},
doi = {10.1016/J.NEUROIMAGE.2015.02.021},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LeeSLNSZG15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HuangNHYLKFZ15,
author = {Meiyan Huang and
Thomas E. Nichols and
Chao Huang and
Yang Yu and
Zhaohua Lu and
Rebecca C. Knickmeyer and
Qianjin Feng and
Hongtu Zhu},
title = {{FVGWAS:} Fast voxelwise genome wide association analysis of large-scale
imaging genetic data},
journal = {NeuroImage},
volume = {118},
pages = {613--627},
year = {2015},
url = {https://doi.org/10.1016/j.neuroimage.2015.05.043},
doi = {10.1016/J.NEUROIMAGE.2015.05.043},
timestamp = {Tue, 23 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/HuangNHYLKFZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/GaoAZ15,
author = {Qibing Gao and
Mihye Ahn and
Hongtu Zhu},
title = {Cook's Distance Measures for Varying Coefficient Models With Functional
Responses},
journal = {Technometrics},
volume = {57},
number = {2},
pages = {268--280},
year = {2015},
url = {https://doi.org/10.1080/00401706.2014.914978},
doi = {10.1080/00401706.2014.914978},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/technometrics/GaoAZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/HuangSCWNZ15,
author = {Chao Huang and
Liang Shan and
Cecil Charles and
Wolfgang Wirth and
Marc Niethammer and
Hongtu Zhu},
title = {Diseased Region Detection of Longitudinal Knee Magnetic Resonance
Imaging Data},
journal = {{IEEE} Trans. Medical Imaging},
volume = {34},
number = {9},
pages = {1914--1927},
year = {2015},
url = {https://doi.org/10.1109/TMI.2015.2415675},
doi = {10.1109/TMI.2015.2415675},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/HuangSCWNZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ShenZ15,
author = {Dan Shen and
Hongtu Zhu},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {Spatially Weighted Principal Component Regression for High-Dimensional
Prediction},
booktitle = {Information Processing in Medical Imaging - 24th International Conference,
{IPMI} 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9123},
pages = {758--769},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_60},
doi = {10.1007/978-3-319-19992-4\_60},
timestamp = {Mon, 17 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/ShenZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/LuoZKZ15,
author = {Xinchao Luo and
Lixing Zhu and
Linglong Kong and
Hongtu Zhu},
editor = {S{\'{e}}bastien Ourselin and
Daniel C. Alexander and
Carl{-}Fredrik Westin and
Manuel Jorge Cardoso},
title = {Functional Nonlinear Mixed Effects Models for Longitudinal Image Data},
booktitle = {Information Processing in Medical Imaging - 24th International Conference,
{IPMI} 2015, Sabhal Mor Ostaig, Isle of Skye, UK, June 28 - July 3,
2015, Proceedings},
series = {Lecture Notes in Computer Science},
volume = {9123},
pages = {794--805},
publisher = {Springer},
year = {2015},
url = {https://doi.org/10.1007/978-3-319-19992-4\_63},
doi = {10.1007/978-3-319-19992-4\_63},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/LuoZKZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/YuanGGSCWZ14,
author = {Ying Yuan and
John H. Gilmore and
Xiujuan Geng and
Martin Andreas Styner and
Kehui Chen and
Jane{-}Ling Wang and
Hongtu Zhu},
title = {{FMEM:} Functional mixed effects modeling for the analysis of longitudinal
white matter Tract data},
journal = {NeuroImage},
volume = {84},
pages = {753--764},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2013.09.020},
doi = {10.1016/J.NEUROIMAGE.2013.09.020},
timestamp = {Sat, 11 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/YuanGGSCWZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HyunLGLSZ14,
author = {Jung Won Hyun and
Yimei Li and
John H. Gilmore and
Zhaohua Lu and
Martin Andreas Styner and
Hongtu Zhu},
title = {{SGPP:} spatial Gaussian predictive process models for neuroimaging
data},
journal = {NeuroImage},
volume = {89},
pages = {70--80},
year = {2014},
url = {https://doi.org/10.1016/j.neuroimage.2013.11.018},
doi = {10.1016/J.NEUROIMAGE.2013.11.018},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HyunLGLSZ14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/ChenASZL14,
author = {Yasheng Chen and
Hongyu An and
Dinggang Shen and
Hongtu Zhu and
Weili Lin},
title = {Tailor the longitudinal anaysis for nih longitudinal normal brain
developmental study},
booktitle = {{IEEE} 11th International Symposium on Biomedical Imaging, {ISBI}
2014, April 29 - May 2, 2014, Beijing, Chin, Beijing, China},
pages = {1206--1209},
publisher = {{IEEE}},
year = {2014},
url = {https://doi.org/10.1109/ISBI.2014.6868092},
doi = {10.1109/ISBI.2014.6868092},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/ChenASZL14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/fini/VerdeBBGFKAJMHSGSGVPZGS14,
author = {Audrey R. Verde and
Fran{\c{c}}ois Budin and
Jean{-}Baptiste Berger and
Aditya Gupta and
Mahshid Farzinfar and
Adrien Kaiser and
Mihye Ahn and
Hans J. Johnson and
Joy T. Matsui and
Heather Cody Hazlett and
Anuja Sharma and
Casey Goodlett and
Yundi Shi and
Sylvain Gouttard and
Clement Vachet and
Joseph Piven and
Hongtu Zhu and
Guido Gerig and
Martin Andreas Styner},
title = {UNC-Utah {NA-MIC} framework for {DTI} fiber tract analysis},
journal = {Frontiers Neuroinformatics},
volume = {7},
pages = {51},
year = {2013},
url = {https://doi.org/10.3389/fninf.2013.00051},
doi = {10.3389/FNINF.2013.00051},
timestamp = {Thu, 28 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/fini/VerdeBBGFKAJMHSGSGVPZGS14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/LiGSSLZ13,
author = {Yimei Li and
John H. Gilmore and
Dinggang Shen and
Martin Styner and
Weili Lin and
Hongtu Zhu},
title = {Multiscale adaptive generalized estimating equations for longitudinal
neuroimaging data},
journal = {NeuroImage},
volume = {72},
pages = {91--105},
year = {2013},
url = {https://doi.org/10.1016/j.neuroimage.2013.01.034},
doi = {10.1016/J.NEUROIMAGE.2013.01.034},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/LiGSSLZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/YuanGGSCWZ13,
author = {Ying Yuan and
John H. Gilmore and
Xiujuan Geng and
Martin Andreas Styner and
Kehui Chen and
Jane{-}Ling Wang and
Hongtu Zhu},
editor = {James C. Gee and
Sarang C. Joshi and
Kilian M. Pohl and
William M. Wells III and
Lilla Z{\"{o}}llei},
title = {A Longitudinal Functional Analysis Framework for Analysis of White
Matter Tract Statistics},
booktitle = {Information Processing in Medical Imaging - 23rd International Conference,
{IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7917},
pages = {220--231},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38868-2\_19},
doi = {10.1007/978-3-642-38868-2\_19},
timestamp = {Sat, 11 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/YuanGGSCWZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/HuangSCNZ13,
author = {Chao Huang and
Liang Shan and
Cecil Charles and
Marc Niethammer and
Hongtu Zhu},
editor = {James C. Gee and
Sarang C. Joshi and
Kilian M. Pohl and
William M. Wells III and
Lilla Z{\"{o}}llei},
title = {Diseased Region Detection of Longitudinal Knee {MRI} Data},
booktitle = {Information Processing in Medical Imaging - 23rd International Conference,
{IPMI} 2013, Asilomar, CA, USA, June 28-July 3, 2013. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7917},
pages = {632--643},
publisher = {Springer},
year = {2013},
url = {https://doi.org/10.1007/978-3-642-38868-2\_53},
doi = {10.1007/978-3-642-38868-2\_53},
timestamp = {Tue, 21 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/ipmi/HuangSCNZ13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/VerdeBGFKCBJMSG13,
author = {Audrey R. Verde and
Jean{-}Baptiste Berger and
Aditya Gupta and
Mahshid Farzinfar and
Adrien Kaiser and
Vicki W. Chanon and
Charlotte A. Boettiger and
Hans J. Johnson and
Joy T. Matsui and
Anuja Sharma and
Casey Goodlett and
Yundi Shi and
Hongtu Zhu and
Guido Gerig and
Sylvain Gouttard and
Clement Vachet and
Martin Styner},
editor = {S{\'{e}}bastien Ourselin and
David R. Haynor},
title = {UNC-Utah {NA-MIC} {DTI} framework: atlas based fiber tract analysis
with application to a study of nicotine smoking addiction},
booktitle = {Medical Imaging 2013: Image Processing, Lake Buena Vista (Orlando
Area), Florida, USA, February 10-12, 2013},
series = {{SPIE} Proceedings},
volume = {8669},
pages = {86692D},
publisher = {{SPIE}},
year = {2013},
url = {https://doi.org/10.1117/12.2007093},
doi = {10.1117/12.2007093},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/miip/VerdeBGFKCBJMSG13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/WangLANZ013,
author = {Yaping Wang and
Gang Li and
Mihye Ahn and
Jingxin Nie and
Hongtu Zhu and
Lei Guo},
editor = {S{\'{e}}bastien Ourselin and
David R. Haynor},
title = {Mapping longitudinal cerebral cortex development using diffusion tensor
imaging},
booktitle = {Medical Imaging 2013: Image Processing, Lake Buena Vista (Orlando
Area), Florida, USA, February 10-12, 2013},
series = {{SPIE} Proceedings},
volume = {8669},
pages = {86692E},
publisher = {{SPIE}},
year = {2013},
url = {https://doi.org/10.1117/12.2007164},
doi = {10.1117/12.2007164},
timestamp = {Wed, 16 Aug 2017 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/WangLANZ013.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/HuaDGSZ12,
author = {Zhaowei Hua and
David B. Dunson and
John H. Gilmore and
Martin Andreas Styner and
Hongtu Zhu},
title = {Semiparametric Bayesian local functional models for diffusion tensor
tract statistics},
journal = {NeuroImage},
volume = {63},
number = {1},
pages = {460--474},
year = {2012},
url = {https://doi.org/10.1016/j.neuroimage.2012.06.027},
doi = {10.1016/J.NEUROIMAGE.2012.06.027},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/HuaDGSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/technometrics/WangSZ12,
author = {Jiaping Wang and
Haipeng Shen and
Hongtu Zhu},
title = {Comment},
journal = {Technometrics},
volume = {54},
number = {2},
pages = {129--133},
year = {2012},
url = {https://doi.org/10.1080/00401706.2011.649820},
doi = {10.1080/00401706.2011.649820},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/technometrics/WangSZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/LiGWSLZ12,
author = {Yimei Li and
John H. Gilmore and
Jiaping Wang and
Martin Styner and
Weili Lin and
Hongtu Zhu},
title = {TwinMARM: Two-Stage Multiscale Adaptive Regression Methods for Twin
Neuroimaging Data},
journal = {{IEEE} Trans. Medical Imaging},
volume = {31},
number = {5},
pages = {1100--1112},
year = {2012},
url = {https://doi.org/10.1109/TMI.2012.2185830},
doi = {10.1109/TMI.2012.2185830},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/LiGWSLZ12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cars/PaniaguaCZS11,
author = {Beatriz Paniagua and
Lucia H. S. Cevidanes and
Hongtu Zhu and
Martin Styner},
title = {Outcome quantification using {SPHARM-PDM} toolbox in orthognathic
surgery},
journal = {Int. J. Comput. Assist. Radiol. Surg.},
volume = {6},
number = {5},
pages = {617--626},
year = {2011},
url = {https://doi.org/10.1007/s11548-010-0539-z},
doi = {10.1007/S11548-010-0539-Z},
timestamp = {Thu, 11 Jul 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/cars/PaniaguaCZS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/cmig/PaniaguaCWZGS11,
author = {Beatriz Paniagua and
Lucia H. S. Cevidanes and
David Walker and
Hongtu Zhu and
Ruixin Guo and
Martin Styner},
title = {Clinical application of {SPHARM-PDM} to quantify temporomandibular
joint osteoarthritis},
journal = {Comput. Medical Imaging Graph.},
volume = {35},
number = {5},
pages = {345--352},
year = {2011},
url = {https://doi.org/10.1016/j.compmedimag.2010.11.012},
doi = {10.1016/J.COMPMEDIMAG.2010.11.012},
timestamp = {Thu, 20 Feb 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/cmig/PaniaguaCWZGS11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/SkupZWGLSSGLFZ11,
author = {Martha Skup and
Hongtu Zhu and
Yaping Wang and
Kelly S. Giovanello and
Ja{-}an Lin and
Dinggang Shen and
Feng Shi and
Wei Gao and
Weili Lin and
Yong Fan and
Heping Zhang},
title = {Sex differences in grey matter atrophy patterns among {AD} and aMCI
patients: Results from {ADNI}},
journal = {NeuroImage},
volume = {56},
number = {3},
pages = {890--906},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2011.02.060},
doi = {10.1016/J.NEUROIMAGE.2011.02.060},
timestamp = {Tue, 20 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/SkupZWGLSSGLFZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ZhuKLSGLG11,
author = {Hongtu Zhu and
Linglong Kong and
Runze Li and
Martin Styner and
Guido Gerig and
Weili Lin and
John H. Gilmore},
title = {{FADTTS:} Functional analysis of diffusion tensor tract statistics},
journal = {NeuroImage},
volume = {56},
number = {3},
pages = {1412--1425},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2011.01.075},
doi = {10.1016/J.NEUROIMAGE.2011.01.075},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/ZhuKLSGLG11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ChenAZJASGL11,
author = {Yasheng Chen and
Hongyu An and
Hongtu Zhu and
Valerie Jewells and
Diane Armao and
Dinggang Shen and
John H. Gilmore and
Weili Lin},
title = {Longitudinal regression analysis of spatial-temporal growth patterns
of geometrical diffusion measures in early postnatal brain development
with diffusion tensor imaging},
journal = {NeuroImage},
volume = {58},
number = {4},
pages = {993--1005},
year = {2011},
url = {https://doi.org/10.1016/j.neuroimage.2011.07.006},
doi = {10.1016/J.NEUROIMAGE.2011.07.006},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ChenAZJASGL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/LiGWSLZ11,
author = {Yimei Li and
John H. Gilmore and
Jiaping Wang and
Martin Styner and
Weili Lin and
Hongtu Zhu},
editor = {Tianming Liu and
Dinggang Shen and
Luis Ib{\'{a}}{\~{n}}ez and
Xiaodong Tao},
title = {Two-Stage Multiscale Adaptive Regression Methods for Twin Neuroimaging
Data},
booktitle = {Multimodal Brain Image Analysis, First International Workshop, {MBIA}
2011, Held in Conjunction with {MICCAI} 2011, Toronto, Canada, September
18, 2011. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7012},
pages = {102--109},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-24446-9\_13},
doi = {10.1007/978-3-642-24446-9\_13},
timestamp = {Mon, 19 Feb 2024 14:24:13 +0100},
biburl = {https://dblp.org/rec/conf/miccai/LiGWSLZ11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/WangZFGL11,
author = {Jiaping Wang and
Hongtu Zhu and
Jianqing Fan and
Kelly S. Giovanello and
Weili Lin},
editor = {Gabor Fichtinger and
Anne L. Martel and
Terry M. Peters},
title = {Adaptively and Spatially Estimating the Hemodynamic Response Functions
in fMRI},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2011 - 14th International Conference, Toronto, Canada, September 18-22,
2011, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6892},
pages = {269--276},
publisher = {Springer},
year = {2011},
url = {https://doi.org/10.1007/978-3-642-23629-7\_33},
doi = {10.1007/978-3-642-23629-7\_33},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/WangZFGL11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhuSTLLG10,
author = {Hongtu Zhu and
Martin Styner and
Niansheng Tang and
Zhexing Liu and
Weili Lin and
John H. Gilmore},
title = {{FRATS:} Functional Regression Analysis of {DTI} Tract Statistics},
journal = {{IEEE} Trans. Medical Imaging},
volume = {29},
number = {4},
pages = {1039--1049},
year = {2010},
url = {https://doi.org/10.1109/TMI.2010.2040625},
doi = {10.1109/TMI.2010.2040625},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZhuSTLLG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/YapWZLS10,
author = {Pew{-}Thian Yap and
Guorong Wu and
Hongtu Zhu and
Weili Lin and
Dinggang Shen},
title = {{F-TIMER:} Fast Tensor Image Morphing for Elastic Registration},
journal = {{IEEE} Trans. Medical Imaging},
volume = {29},
number = {5},
pages = {1192--1203},
year = {2010},
url = {https://doi.org/10.1109/TMI.2010.2043680},
doi = {10.1109/TMI.2010.2043680},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/YapWZLS10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenJWAZSL10,
author = {Yasheng Chen and
Songbai Ji and
Xunlei Wu and
Hongyu An and
Hongtu Zhu and
Dinggang Shen and
Weili Lin},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Simulation of Brain Mass Effect with an Arbitrary Lagrangian and Eulerian
{FEM}},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6362},
pages = {274--281},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15745-5\_34},
doi = {10.1007/978-3-642-15745-5\_34},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChenJWAZSL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/GaoZGL10,
author = {Wei Gao and
Hongtu Zhu and
Kelly S. Giovanello and
Weili Lin},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Multivariate Network-Level Approach to Detect Interactions between
Large-Scale Functional Systems},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {6362},
pages = {298--305},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15745-5\_37},
doi = {10.1007/978-3-642-15745-5\_37},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/GaoZGL10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ZhuSLKSLCG10,
author = {Hongtu Zhu and
Martin Styner and
Yimei Li and
Linglong Kong and
Yundi Shi and
Weili Lin and
Christopher L. Coe and
John H. Gilmore},
editor = {Tianzi Jiang and
Nassir Navab and
Josien P. W. Pluim and
Max A. Viergever},
title = {Multivariate Varying Coefficient Models for {DTI} Tract Statistics},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2010, 13th International Conference, Beijing, China, September 20-24,
2010, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {6361},
pages = {690--697},
publisher = {Springer},
year = {2010},
url = {https://doi.org/10.1007/978-3-642-15705-9\_84},
doi = {10.1007/978-3-642-15705-9\_84},
timestamp = {Sat, 30 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ZhuSLKSLCG10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/GaoZL09,
author = {Wei Gao and
Hongtu Zhu and
Weili Lin},
title = {A unified optimization approach for diffusion tensor imaging technique},
journal = {NeuroImage},
volume = {44},
number = {3},
pages = {729--741},
year = {2009},
url = {https://doi.org/10.1016/j.neuroimage.2008.10.004},
doi = {10.1016/J.NEUROIMAGE.2008.10.004},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/GaoZL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/YapWZLS09,
author = {Pew{-}Thian Yap and
Guorong Wu and
Hongtu Zhu and
Weili Lin and
Dinggang Shen},
title = {{TIMER:} Tensor Image Morphing for Elastic Registration},
journal = {NeuroImage},
volume = {47},
number = {2},
pages = {549--563},
year = {2009},
url = {https://doi.org/10.1016/j.neuroimage.2009.04.055},
doi = {10.1016/J.NEUROIMAGE.2009.04.055},
timestamp = {Wed, 14 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/neuroimage/YapWZLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/neuroimage/ChenAZSSHBSL09,
author = {Yasheng Chen and
Hongyu An and
Hongtu Zhu and
Taylor Stone and
J. Keith Smith and
Colin Hall and
Elizabeth Bullitt and
Dinggang Shen and
Weili Lin},
title = {White matter abnormalities revealed by diffusion tensor imaging in
non-demented and demented {HIV+} patients},
journal = {NeuroImage},
volume = {47},
number = {4},
pages = {1154--1162},
year = {2009},
url = {https://doi.org/10.1016/j.neuroimage.2009.04.030},
doi = {10.1016/J.NEUROIMAGE.2009.04.030},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/neuroimage/ChenAZSSHBSL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YapWZLS09,
author = {Pew{-}Thian Yap and
Guorong Wu and
Hongtu Zhu and
Weili Lin and
Dinggang Shen},
title = {{TIMER:} Tensor Image Morphing for Elastic Registration},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2009, Miami, FL, USA, 20-25 June, 2009},
pages = {1--8},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPRW.2009.5204350},
doi = {10.1109/CVPRW.2009.5204350},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/YapWZLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/TangFZYGLS09,
author = {Songyuan Tang and
Yong Fan and
Hongtu Zhu and
Pew{-}Thian Yap and
Wei Gao and
Weili Lin and
Dinggang Shen},
title = {Regularization of diffusion tensor field using coupled robust anisotropic
diffusion filters},
booktitle = {{IEEE} Conference on Computer Vision and Pattern Recognition, {CVPR}
Workshops 2009, Miami, FL, USA, 20-25 June, 2009},
pages = {52--57},
publisher = {{IEEE} Computer Society},
year = {2009},
url = {https://doi.org/10.1109/CVPRW.2009.5204342},
doi = {10.1109/CVPRW.2009.5204342},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/cvpr/TangFZYGLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ipmi/ZhuLILS09,
author = {Hongtu Zhu and
Yimei Li and
Joseph G. Ibrahim and
Weili Lin and
Dinggang Shen},
editor = {Jerry L. Prince and
Dzung L. Pham and
Kyle J. Myers},
title = {{MARM:} Multiscale Adaptive Regression Models for Neuroimaging Data},
booktitle = {Information Processing in Medical Imaging, 21st International Conference,
{IPMI} 2009, Williamsburg, VA, USA, July 5-10, 2009. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {5636},
pages = {314--325},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-02498-6\_26},
doi = {10.1007/978-3-642-02498-6\_26},
timestamp = {Tue, 14 May 2019 10:00:52 +0200},
biburl = {https://dblp.org/rec/conf/ipmi/ZhuLILS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/isbi/LiuZMKGGS09,
author = {Zhexing Liu and
Hongtu Zhu and
Bonita Marks and
Laurence M. Katz and
Casey Goodlett and
Guido Gerig and
Martin Andreas Styner},
title = {Voxel-Wise Group Analysis of {DTI}},
booktitle = {Proceedings of the 2009 {IEEE} International Symposium on Biomedical
Imaging: From Nano to Macro, Boston, MA, USA, June 28 - July 1, 2009},
pages = {807--810},
publisher = {{IEEE}},
year = {2009},
url = {https://doi.org/10.1109/ISBI.2009.5193172},
doi = {10.1109/ISBI.2009.5193172},
timestamp = {Wed, 04 Oct 2023 17:01:25 +0200},
biburl = {https://dblp.org/rec/conf/isbi/LiuZMKGGS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ShiSLILZ09,
author = {Xiaoyan Shi and
Martin Styner and
Jeffrey A. Lieberman and
Joseph G. Ibrahim and
Weili Lin and
Hongtu Zhu},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {Intrinsic Regression Models for Manifold-Valued Data},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5762},
pages = {192--199},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04271-3\_24},
doi = {10.1007/978-3-642-04271-3\_24},
timestamp = {Sat, 30 May 2020 20:06:20 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ShiSLILZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/ChenZSAGL09,
author = {Yasheng Chen and
Hongtu Zhu and
Dinggang Shen and
Hongyu An and
John H. Gilmore and
Weili Lin},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {Mapping Growth Patterns and Genetic Influences on Early Brain Development
in Twins},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {5762},
pages = {232--239},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04271-3\_29},
doi = {10.1007/978-3-642-04271-3\_29},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miccai/ChenZSAGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miccai/YapWZLS09,
author = {Pew{-}Thian Yap and
Guorong Wu and
Hongtu Zhu and
Weili Lin and
Dinggang Shen},
editor = {Guang{-}Zhong Yang and
David J. Hawkes and
Daniel Rueckert and
J. Alison Noble and
Christopher J. Taylor},
title = {Fast Tensor Image Morphing for Elastic Registration},
booktitle = {Medical Image Computing and Computer-Assisted Intervention - {MICCAI}
2009, 12th International Conference, London, UK, September 20-24,
2009, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {5761},
pages = {721--729},
publisher = {Springer},
year = {2009},
url = {https://doi.org/10.1007/978-3-642-04268-3\_89},
doi = {10.1007/978-3-642-04268-3\_89},
timestamp = {Sun, 02 Jun 2019 21:24:52 +0200},
biburl = {https://dblp.org/rec/conf/miccai/YapWZLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/LiZCAGLS09,
author = {Yimei Li and
Hongtu Zhu and
Yasheng Chen and
Hongyu An and
John H. Gilmore and
Weili Lin and
Dinggang Shen},
editor = {Josien P. W. Pluim and
Benoit M. Dawant},
title = {{LSTGEE:} longitudinal analysis of neuroimaging data},
booktitle = {Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7259},
pages = {72590F},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.812432},
doi = {10.1117/12.812432},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/LiZCAGLS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/LiZCIALHS09,
author = {Yimei Li and
Hongtu Zhu and
Yasheng Chen and
Joseph G. Ibrahim and
Hongyu An and
Weili Lin and
Colin Hall and
Dinggang Shen},
editor = {Josien P. W. Pluim and
Benoit M. Dawant},
title = {{RADTI:} regression analyses of diffusion tensor images},
booktitle = {Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7259},
pages = {72591C},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.812328},
doi = {10.1117/12.812328},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/LiZCIALHS09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/miip/ChenSZAGL09,
author = {Yasheng Chen and
Dinggang Shen and
Hongtu Zhu and
Hongyu An and
John H. Gilmore and
Weili Lin},
editor = {Josien P. W. Pluim and
Benoit M. Dawant},
title = {Hierarchical unbiased group-wise registration for atlas construction
and population comparison},
booktitle = {Medical Imaging 2009: Image Processing, Lake Buena Vista (Orlando
Area), Florida, United States, 7-12 February 2009},
series = {{SPIE} Proceedings},
volume = {7259},
pages = {72592V},
publisher = {{SPIE}},
year = {2009},
url = {https://doi.org/10.1117/12.812039},
doi = {10.1117/12.812039},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/miip/ChenSZAGL09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/YuanZILP08,
author = {Ying Yuan and
Hongtu Zhu and
Joseph G. Ibrahim and
Weili Lin and
Bradley S. Peterson},
title = {A Note on the Validity of Statistical Bootstrapping for Estimating
the Uncertainty of Tensor Parameters in Diffusion Tensor Images},
journal = {{IEEE} Trans. Medical Imaging},
volume = {27},
number = {10},
pages = {1506--1514},
year = {2008},
url = {https://doi.org/10.1109/TMI.2008.926069},
doi = {10.1109/TMI.2008.926069},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/YuanZILP08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sac/ZhuGP07,
author = {Hongtu Zhu and
Minggao Gu and
Bradley S. Peterson},
title = {Maximum likelihood from spatial random effects models via the stochastic
approximation expectation maximization algorithm},
journal = {Stat. Comput.},
volume = {17},
number = {2},
pages = {163--177},
year = {2007},
url = {https://doi.org/10.1007/s11222-006-9012-9},
doi = {10.1007/S11222-006-9012-9},
timestamp = {Wed, 25 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/sac/ZhuGP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/BansalSXZP07,
author = {Ravi Bansal and
Lawrence H. Staib and
Dongrong Xu and
Hongtu Zhu and
Bradley S. Peterson},
title = {Statistical Analyses of Brain Surfaces Using Gaussian Random Fields
on 2-D Manifolds},
journal = {{IEEE} Trans. Medical Imaging},
volume = {26},
number = {1},
pages = {46--57},
year = {2007},
url = {https://doi.org/10.1109/TMI.2006.884187},
doi = {10.1109/TMI.2006.884187},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/BansalSXZP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tmi/ZhuITRHBP07,
author = {Hongtu Zhu and
Joseph G. Ibrahim and
Niansheng Tang and
D. B. Rowe and
Xuejun Hao and
Ravi Bansal and
Bradley S. Peterson},
title = {A Statistical Analysis of Brain Morphology Using Wild Bootstrapping},
journal = {{IEEE} Trans. Medical Imaging},
volume = {26},
number = {7},
pages = {954--966},
year = {2007},
url = {https://doi.org/10.1109/TMI.2007.897396},
doi = {10.1109/TMI.2007.897396},
timestamp = {Thu, 18 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tmi/ZhuITRHBP07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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