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ORCIDBibTeX records: Dianbo Liu
@article{DBLP:journals/corr/abs-2402-02186,
author = {Zarif Ikram and
Ling Pan and
Dianbo Liu},
title = {Evolution Guided Generative Flow Networks},
journal = {CoRR},
volume = {abs/2402.02186},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.02186},
doi = {10.48550/ARXIV.2402.02186},
eprinttype = {arXiv},
eprint = {2402.02186},
timestamp = {Fri, 09 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-02186.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-06499,
author = {Haoyue Sheng and
Linrui Ma and
Jean{-}Francois Samson and
Dianbo Liu},
title = {BarlowTwins-CXR : Enhancing Chest X-Ray abnormality localization in
heterogeneous data with cross-domain self-supervised learning},
journal = {CoRR},
volume = {abs/2402.06499},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.06499},
doi = {10.48550/ARXIV.2402.06499},
eprinttype = {arXiv},
eprint = {2402.06499},
timestamp = {Fri, 16 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-06499.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-13368,
author = {Md Rifat Arefin and
Yan Zhang and
Aristide Baratin and
Francesco Locatello and
Irina Rish and
Dianbo Liu and
Kenji Kawaguchi},
title = {Unsupervised Concept Discovery Mitigates Spurious Correlations},
journal = {CoRR},
volume = {abs/2402.13368},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.13368},
doi = {10.48550/ARXIV.2402.13368},
eprinttype = {arXiv},
eprint = {2402.13368},
timestamp = {Thu, 21 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-13368.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-16865,
author = {Anirudh Prabhakaran and
YeKun Xiao and
Ching{-}Yu Cheng and
Dianbo Liu},
title = {Improve Robustness of Eye Disease Detection by including Learnable
Probabilistic Discrete Latent Variables into Machine Learning Models},
journal = {CoRR},
volume = {abs/2402.16865},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.16865},
doi = {10.48550/ARXIV.2402.16865},
eprinttype = {arXiv},
eprint = {2402.16865},
timestamp = {Mon, 25 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-16865.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-18888,
author = {Tianyi Zhang and
Yu Cao and
Dianbo Liu},
title = {Uncertainty-Based Extensible Codebook for Discrete Federated Learning
in Heterogeneous Data Silos},
journal = {CoRR},
volume = {abs/2402.18888},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.18888},
doi = {10.48550/ARXIV.2402.18888},
eprinttype = {arXiv},
eprint = {2402.18888},
timestamp = {Tue, 26 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-18888.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2403-03089,
author = {Jiawei Wu and
Mingyuan Yan and
Dianbo Liu},
title = {VQSynery: Robust Drug Synergy Prediction With Vector Quantization
Mechanism},
journal = {CoRR},
volume = {abs/2403.03089},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2403.03089},
doi = {10.48550/ARXIV.2403.03089},
eprinttype = {arXiv},
eprint = {2403.03089},
timestamp = {Wed, 10 Apr 2024 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2403-03089.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/LiuLJNMBK23,
author = {Dianbo Liu and
Alex Lamb and
Xu Ji and
Pascal Tikeng Notsawo Jr. and
Michael Mozer and
Yoshua Bengio and
Kenji Kawaguchi},
editor = {Brian Williams and
Yiling Chen and
Jennifer Neville},
title = {Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization
for Heterogeneous Representational Coarseness},
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 = {8825--8833},
publisher = {{AAAI} Press},
year = {2023},
url = {https://doi.org/10.1609/aaai.v37i7.26061},
doi = {10.1609/AAAI.V37I7.26061},
timestamp = {Mon, 04 Sep 2023 12:29:24 +0200},
biburl = {https://dblp.org/rec/conf/aaai/LiuLJNMBK23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iclr/LiuSBMGSMHB23,
author = {Dianbo Liu and
Vedant Shah and
Oussama Boussif and
Cristian Meo and
Anirudh Goyal and
Tianmin Shu and
Michael Curtis Mozer and
Nicolas Heess and
Yoshua Bengio},
title = {Stateful Active Facilitator: Coordination and Environmental Heterogeneity
in Cooperative Multi-Agent Reinforcement Learning},
booktitle = {The Eleventh International Conference on Learning Representations,
{ICLR} 2023, Kigali, Rwanda, May 1-5, 2023},
publisher = {OpenReview.net},
year = {2023},
url = {https://openreview.net/pdf?id=B4maZQLLW0\_},
timestamp = {Fri, 30 Jun 2023 14:38:38 +0200},
biburl = {https://dblp.org/rec/conf/iclr/LiuSBMGSMHB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/LiuJDSLGMEZHJKB23,
author = {Dianbo Liu and
Moksh Jain and
Bonaventure F. P. Dossou and
Qianli Shen and
Salem Lahlou and
Anirudh Goyal and
Nikolay Malkin and
Chris Chinenye Emezue and
Dinghuai Zhang and
Nadhir Hassen and
Xu Ji and
Kenji Kawaguchi and
Yoshua Bengio},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {GFlowOut: Dropout with Generative Flow Networks},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {21715--21729},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/liu23r.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/LiuJDSLGMEZHJKB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/NguyenMMNALB23,
author = {Trang Nguyen and
Amin Mansouri and
Kanika Madan and
Khuong Nguyen and
Kartik Ahuja and
Dianbo Liu and
Yoshua Bengio},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Reusable Slotwise Mechanisms},
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/49ff6951ef47bc9bab276a31a965528e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/NguyenMMNALB23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-10503,
author = {Trang Nguyen and
Amin Mansouri and
Kanika Madan and
Khuong Nguyen and
Kartik Ahuja and
Dianbo Liu and
Yoshua Bengio},
title = {Reusable Slotwise Mechanisms},
journal = {CoRR},
volume = {abs/2302.10503},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.10503},
doi = {10.48550/ARXIV.2302.10503},
eprinttype = {arXiv},
eprint = {2302.10503},
timestamp = {Fri, 24 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-10503.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-17375,
author = {Dianbo Liu and
Samuele Bolotta and
He Zhu and
Yoshua Bengio and
Guillaume Dumas},
title = {Attention Schema in Neural Agents},
journal = {CoRR},
volume = {abs/2305.17375},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.17375},
doi = {10.48550/ARXIV.2305.17375},
eprinttype = {arXiv},
eprint = {2305.17375},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-17375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-19278,
author = {Rui Hao and
Dianbo Liu and
Linmei Hu},
title = {Enhancing Human Capabilities through Symbiotic Artificial Intelligence
with Shared Sensory Experiences},
journal = {CoRR},
volume = {abs/2305.19278},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.19278},
doi = {10.48550/ARXIV.2305.19278},
eprinttype = {arXiv},
eprint = {2305.19278},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-19278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03579,
author = {Trang Nguyen and
Alexander Tong and
Kanika Madan and
Yoshua Bengio and
Dianbo Liu},
title = {Causal Inference in Gene Regulatory Networks with GFlowNet: Towards
Scalability in Large Systems},
journal = {CoRR},
volume = {abs/2310.03579},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03579},
doi = {10.48550/ARXIV.2310.03579},
eprinttype = {arXiv},
eprint = {2310.03579},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03579.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2310-03687,
author = {Zarif Ikram and
Ling Pan and
Dianbo Liu},
title = {Probabilistic Generative Modeling for Procedural Roundabout Generation
for Developing Countries},
journal = {CoRR},
volume = {abs/2310.03687},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2310.03687},
doi = {10.48550/ARXIV.2310.03687},
eprinttype = {arXiv},
eprint = {2310.03687},
timestamp = {Mon, 05 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2310-03687.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2311-13577,
author = {Ayush Agrawal and
Raghav Prabhakar and
Anirudh Goyal and
Dianbo Liu},
title = {Physical Reasoning and Object Planning for Household Embodied Agents},
journal = {CoRR},
volume = {abs/2311.13577},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2311.13577},
doi = {10.48550/ARXIV.2311.13577},
eprinttype = {arXiv},
eprint = {2311.13577},
timestamp = {Thu, 30 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2311-13577.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15985,
author = {Hang Chen and
Yuchuan Jang and
Weijie Zhou and
Cristian Meo and
Ziwei Chen and
Dianbo Liu},
title = {Discrete Messages Improve Communication Efficiency among Isolated
Intelligent Agents},
journal = {CoRR},
volume = {abs/2312.15985},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15985},
doi = {10.48550/ARXIV.2312.15985},
eprinttype = {arXiv},
eprint = {2312.15985},
timestamp = {Tue, 16 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15985.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/LiuFWM22,
author = {Dianbo Liu and
Kathe P. Fox and
Griffin M. Weber and
Timothy A. Miller},
title = {Confederated learning in healthcare: Training machine learning models
using disconnected data separated by individual, data type and identity
for Large-Scale health system Intelligence},
journal = {J. Biomed. Informatics},
volume = {134},
pages = {104151},
year = {2022},
url = {https://doi.org/10.1016/j.jbi.2022.104151},
doi = {10.1016/J.JBI.2022.104151},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/LiuFWM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/npjdm/LiuSSCSWS22,
author = {Dianbo Liu and
Won{-}Yong Shin and
Eli Sprecher and
Kathleen Conroy and
Omar Santiago and
Gal Wachtel and
Mauricio Santillana},
title = {Machine learning approaches to predicting no-shows in pediatric medical
appointment},
journal = {npj Digit. Medicine},
volume = {5},
year = {2022},
url = {https://doi.org/10.1038/s41746-022-00594-w},
doi = {10.1038/S41746-022-00594-W},
timestamp = {Sun, 16 Apr 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/npjdm/LiuSSCSWS22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/ZhangZCBL22,
author = {Tianyi Zhang and
Shirui Zhang and
Ziwei Chen and
Yoshua Bengio and
Dianbo Liu},
editor = {Shusaku Tsumoto and
Yukio Ohsawa and
Lei Chen and
Dirk Van den Poel and
Xiaohua Hu and
Yoichi Motomura and
Takuya Takagi and
Lingfei Wu and
Ying Xie and
Akihiro Abe and
Vijay Raghavan},
title = {{PMFL:} Partial Meta-Federated Learning for heterogeneous tasks and
its applications on real-world medical records},
booktitle = {{IEEE} International Conference on Big Data, Big Data 2022, Osaka,
Japan, December 17-20, 2022},
pages = {4453--4462},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/BigData55660.2022.10020281},
doi = {10.1109/BIGDATA55660.2022.10020281},
timestamp = {Fri, 18 Aug 2023 17:39:03 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/ZhangZCBL22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2202-01334,
author = {Dianbo Liu and
Alex Lamb and
Xu Ji and
Pascal Notsawo and
Michael Mozer and
Yoshua Bengio and
Kenji Kawaguchi},
title = {Adaptive Discrete Communication Bottlenecks with Dynamic Vector Quantization},
journal = {CoRR},
volume = {abs/2202.01334},
year = {2022},
url = {https://arxiv.org/abs/2202.01334},
eprinttype = {arXiv},
eprint = {2202.01334},
timestamp = {Wed, 09 Feb 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2202-01334.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-09305,
author = {Mike He Zhu and
L{\'{e}}na N{\'{e}}hale Ezzine and
Dianbo Liu and
Yoshua Bengio},
title = {FedILC: Weighted Geometric Mean and Invariant Gradient Covariance
for Federated Learning on Non-IID Data},
journal = {CoRR},
volume = {abs/2205.09305},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.09305},
doi = {10.48550/ARXIV.2205.09305},
eprinttype = {arXiv},
eprint = {2205.09305},
timestamp = {Mon, 23 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-09305.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2205-10607,
author = {Dianbo Liu and
Vedant Shah and
Oussama Boussif and
Cristian Meo and
Anirudh Goyal and
Tianmin Shu and
Michael Mozer and
Nicolas Heess and
Yoshua Bengio},
title = {Coordinating Policies Among Multiple Agents via an Intelligent Communication
Channel},
journal = {CoRR},
volume = {abs/2205.10607},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2205.10607},
doi = {10.48550/ARXIV.2205.10607},
eprinttype = {arXiv},
eprint = {2205.10607},
timestamp = {Mon, 30 May 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2205-10607.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-13518,
author = {Bonaventure F. P. Dossou and
Dianbo Liu and
Xu Ji and
Moksh Jain and
Almer M. van der Sloot and
Roger Palou and
Michael Tyers and
Yoshua Bengio},
title = {Graph-Based Active Machine Learning Method for Diverse and Novel Antimicrobial
Peptides Generation and Selection},
journal = {CoRR},
volume = {abs/2209.13518},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.13518},
doi = {10.48550/ARXIV.2209.13518},
eprinttype = {arXiv},
eprint = {2209.13518},
timestamp = {Thu, 06 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-13518.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-03022,
author = {Dianbo Liu and
Vedant Shah and
Oussama Boussif and
Cristian Meo and
Anirudh Goyal and
Tianmin Shu and
Michael Mozer and
Nicolas Heess and
Yoshua Bengio},
title = {Stateful active facilitator: Coordination and Environmental Heterogeneity
in Cooperative Multi-Agent Reinforcement Learning},
journal = {CoRR},
volume = {abs/2210.03022},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.03022},
doi = {10.48550/ARXIV.2210.03022},
eprinttype = {arXiv},
eprint = {2210.03022},
timestamp = {Fri, 07 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-03022.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-12928,
author = {Dianbo Liu and
Moksh Jain and
Bonaventure Dossou and
Qianli Shen and
Salem Lahlou and
Anirudh Goyal and
Nikolay Malkin and
Chris Emezue and
Dinghuai Zhang and
Nadhir Hassen and
Xu Ji and
Kenji Kawaguchi and
Yoshua Bengio},
title = {GFlowOut: Dropout with Generative Flow Networks},
journal = {CoRR},
volume = {abs/2210.12928},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.12928},
doi = {10.48550/ARXIV.2210.12928},
eprinttype = {arXiv},
eprint = {2210.12928},
timestamp = {Fri, 28 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-12928.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2212-10320,
author = {Dianbo Liu and
Karmel W. Choi and
Paulo Lizano and
William Yuan and
Kun{-}Hsing Yu and
Jordan Smoller and
Isaac S. Kohane},
title = {Construction of extra-large scale screening tools for risks of severe
mental illnesses using real world healthcare data},
journal = {CoRR},
volume = {abs/2212.10320},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2212.10320},
doi = {10.48550/ARXIV.2212.10320},
eprinttype = {arXiv},
eprint = {2212.10320},
timestamp = {Tue, 03 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2212-10320.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/ZhuL21,
author = {He Zhu and
Dianbo Liu},
title = {FakeSafe: Human Level Steganography Techniques by Disinformation Mapping
Using Cycle-Consistent Adversarial Network},
journal = {{IEEE} Access},
volume = {9},
pages = {159364--159370},
year = {2021},
url = {https://doi.org/10.1109/ACCESS.2021.3129851},
doi = {10.1109/ACCESS.2021.3129851},
timestamp = {Wed, 15 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/ZhuL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/CuiZDCL21,
author = {Jianfei Cui and
He Zhu and
Hao Deng and
Ziwei Chen and
Dianbo Liu},
title = {FeARH: Federated machine learning with anonymous random hybridization
on electronic medical records},
journal = {J. Biomed. Informatics},
volume = {117},
pages = {103735},
year = {2021},
url = {https://doi.org/10.1016/j.jbi.2021.103735},
doi = {10.1016/J.JBI.2021.103735},
timestamp = {Thu, 10 Jun 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jbi/CuiZDCL21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/ChengZJFPWSOLLB21,
author = {Yuwei Cheng and
Jiannan Zhu and
Mengxin Jiang and
Jie Fu and
Changsong Pang and
Peidong Wang and
Kris Sankaran and
Olawale Onabola and
Yimin Liu and
Dianbo Liu and
Yoshua Bengio},
title = {FloW: {A} Dataset and Benchmark for Floating Waste Detection in Inland
Waters},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {10933--10942},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.01077},
doi = {10.1109/ICCV48922.2021.01077},
timestamp = {Sun, 12 Nov 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/iccv/ChengZJFPWSOLLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ltedi/OnabolaMXAIXLB21,
author = {Olawale Onabola and
Zhuang Ma and
Yang Xie and
Benjamin Akera and
Abdulrahman Ibraheem and
Jia Xue and
Dianbo Liu and
Yoshua Bengio},
editor = {Bharathi Raja Chakravarthi and
John P. McCrae and
Manel Zarrouk and
Rajeev K. Bali and
Paul Buitelaar},
title = {hBERT + BiasCorp - Fighting Racism on the Web},
booktitle = {Proceedings of the First Workshop on Language Technology for Equality,
Diversity and Inclusion, LT-EDI@EACL 2021, Online, April 19, 2021},
pages = {26--33},
publisher = {Association for Computational Linguistics},
year = {2021},
url = {https://www.aclweb.org/anthology/2021.ltedi-1.4/},
timestamp = {Mon, 01 Aug 2022 12:40:03 +0200},
biburl = {https://dblp.org/rec/conf/ltedi/OnabolaMXAIXLB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/LiuLKGSMB21,
author = {Dianbo Liu and
Alex Lamb and
Kenji Kawaguchi and
Anirudh Goyal and
Chen Sun and
Michael C. Mozer and
Yoshua Bengio},
editor = {Marc'Aurelio Ranzato and
Alina Beygelzimer and
Yann N. Dauphin and
Percy Liang and
Jennifer Wortman Vaughan},
title = {Discrete-Valued Neural Communication},
booktitle = {Advances in Neural Information Processing Systems 34: Annual Conference
on Neural Information Processing Systems 2021, NeurIPS 2021, December
6-14, 2021, virtual},
pages = {2109--2121},
year = {2021},
url = {https://proceedings.neurips.cc/paper/2021/hash/10907813b97e249163587e6246612e21-Abstract.html},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/nips/LiuLKGSMB21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-02242,
author = {Olawale Onabola and
Zhuang Ma and
Yang Xie and
Benjamin Akera and
Abdulrahman Ibraheem and
Jia Xue and
Dianbo Liu and
Yoshua Bengio},
title = {hBert + BiasCorp - Fighting Racism on the Web},
journal = {CoRR},
volume = {abs/2104.02242},
year = {2021},
url = {https://arxiv.org/abs/2104.02242},
eprinttype = {arXiv},
eprint = {2104.02242},
timestamp = {Mon, 12 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-02242.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02367,
author = {Dianbo Liu and
Alex Lamb and
Kenji Kawaguchi and
Anirudh Goyal and
Chen Sun and
Michael Curtis Mozer and
Yoshua Bengio},
title = {Discrete-Valued Neural Communication},
journal = {CoRR},
volume = {abs/2107.02367},
year = {2021},
url = {https://arxiv.org/abs/2107.02367},
eprinttype = {arXiv},
eprint = {2107.02367},
timestamp = {Tue, 09 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02367.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2112-05321,
author = {Tianyi Zhang and
Shirui Zhang and
Ziwei Chen and
Dianbo Liu},
title = {{PMFL:} Partial Meta-Federated Learning for heterogeneous tasks and
its applications on real-world medical records},
journal = {CoRR},
volume = {abs/2112.05321},
year = {2021},
url = {https://arxiv.org/abs/2112.05321},
eprinttype = {arXiv},
eprint = {2112.05321},
timestamp = {Tue, 14 Dec 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2112-05321.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2001-09751,
author = {Jianfei Cui and
Dianbo Liu},
title = {Federated machine learning with Anonymous Random Hybridization (FeARH)
on medical records},
journal = {CoRR},
volume = {abs/2001.09751},
year = {2020},
url = {https://arxiv.org/abs/2001.09751},
eprinttype = {arXiv},
eprint = {2001.09751},
timestamp = {Thu, 30 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2001-09751.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2002-08562,
author = {Dianbo Liu and
Timothy A. Miller},
title = {Federated pretraining and fine tuning of {BERT} using clinical notes
from multiple silos},
journal = {CoRR},
volume = {abs/2002.08562},
year = {2020},
url = {https://arxiv.org/abs/2002.08562},
eprinttype = {arXiv},
eprint = {2002.08562},
timestamp = {Mon, 02 Mar 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2002-08562.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2004-04019,
author = {Dianbo Liu and
Leonardo Clemente and
Canelle Poirier and
Xiyu Ding and
Matteo Chinazzi and
Jessica T. Davis and
Alessandro Vespignani and
Mauricio Santillana},
title = {A machine learning methodology for real-time forecasting of the 2019-2020
{COVID-19} outbreak using Internet searches, news alerts, and estimates
from mechanistic models},
journal = {CoRR},
volume = {abs/2004.04019},
year = {2020},
url = {https://arxiv.org/abs/2004.04019},
eprinttype = {arXiv},
eprint = {2004.04019},
timestamp = {Wed, 15 Apr 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2004-04019.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-11278,
author = {Dianbo Liu and
He Zhu},
title = {FakeSafe: Human Level Data Protection by Disinformation Mapping using
Cycle-consistent Adversarial Network},
journal = {CoRR},
volume = {abs/2011.11278},
year = {2020},
url = {https://arxiv.org/abs/2011.11278},
eprinttype = {arXiv},
eprint = {2011.11278},
timestamp = {Thu, 26 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-11278.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-01976,
author = {Leyu Dai and
He Zhu and
Dianbo Liu},
title = {Patient similarity: methods and applications},
journal = {CoRR},
volume = {abs/2012.01976},
year = {2020},
url = {https://arxiv.org/abs/2012.01976},
eprinttype = {arXiv},
eprint = {2012.01976},
timestamp = {Fri, 04 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-01976.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jbi/HuangSQMDL19,
author = {Li Huang and
Andrew L. Shea and
Huining Qian and
Aditya Masurkar and
Hao Deng and
Dianbo Liu},
title = {Patient clustering improves efficiency of federated machine learning
to predict mortality and hospital stay time using distributed electronic
medical records},
journal = {J. Biomed. Informatics},
volume = {99},
year = {2019},
url = {https://doi.org/10.1016/j.jbi.2019.103291},
doi = {10.1016/J.JBI.2019.103291},
timestamp = {Tue, 16 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/jbi/HuangSQMDL19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/amia/LiuSIGM19,
author = {Dianbo Liu and
Ricky Sahu and
Vlad Ignatov and
Daniel Gottlieb and
Kenneth D. Mandl},
title = {High Performance Computing on Flat {FHIR} Files Created with the New
{SMART/HL7} Bulk Data Access Standard},
booktitle = {{AMIA} 2019, American Medical Informatics Association Annual Symposium,
Washington, DC, USA, November 16-20, 2019},
publisher = {{AMIA}},
year = {2019},
url = {https://knowledge.amia.org/69862-amia-1.4570936/t004-1.4574923/t004-1.4574924/3199762-1.4575051/3203152-1.4575048},
timestamp = {Wed, 17 Apr 2024 11:47:08 +0200},
biburl = {https://dblp.org/rec/conf/amia/LiuSIGM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bionlp/LiuDM19,
author = {Dianbo Liu and
Dmitriy Dligach and
Timothy A. Miller},
editor = {Dina Demner{-}Fushman and
Kevin Bretonnel Cohen and
Sophia Ananiadou and
Junichi Tsujii},
title = {Two-stage Federated Phenotyping and Patient Representation Learning},
booktitle = {Proceedings of the 18th BioNLP Workshop and Shared Task, BioNLP@ACL
2019, Florence, Italy, August 1, 2019},
pages = {283--291},
publisher = {Association for Computational Linguistics},
year = {2019},
url = {https://doi.org/10.18653/v1/w19-5030},
doi = {10.18653/V1/W19-5030},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bionlp/LiuDM19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1903-09296,
author = {Li Huang and
Dianbo Liu},
title = {Patient Clustering Improves Efficiency of Federated Machine Learning
to predict mortality and hospital stay time using distributed Electronic
Medical Records},
journal = {CoRR},
volume = {abs/1903.09296},
year = {2019},
url = {http://arxiv.org/abs/1903.09296},
eprinttype = {arXiv},
eprint = {1903.09296},
timestamp = {Mon, 01 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1903-09296.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-05596,
author = {Dianbo Liu and
Dmitriy Dligach and
Timothy A. Miller},
title = {Two-stage Federated Phenotyping and Patient Representation Learning},
journal = {CoRR},
volume = {abs/1908.05596},
year = {2019},
url = {http://arxiv.org/abs/1908.05596},
eprinttype = {arXiv},
eprint = {1908.05596},
timestamp = {Sat, 21 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-05596.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02109,
author = {Dianbo Liu and
Timothy A. Miller and
Kenneth D. Mandl},
title = {Confederated Machine Learning on Horizontally and Vertically Separated
Medical Data for Large-Scale Health System Intelligence},
journal = {CoRR},
volume = {abs/1910.02109},
year = {2019},
url = {http://arxiv.org/abs/1910.02109},
eprinttype = {arXiv},
eprint = {1910.02109},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02109.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-02115,
author = {Rulin Shao and
Hui Liu and
Dianbo Liu},
title = {Privacy Preserving Stochastic Channel-Based Federated Learning with
Neural Network Pruning},
journal = {CoRR},
volume = {abs/1910.02115},
year = {2019},
url = {http://arxiv.org/abs/1910.02115},
eprinttype = {arXiv},
eprint = {1910.02115},
timestamp = {Wed, 09 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-02115.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1910-11160,
author = {Rulin Shao and
Hongyu He and
Hui Liu and
Dianbo Liu},
title = {Stochastic Channel-Based Federated Learning for Medical Data Privacy
Preserving},
journal = {CoRR},
volume = {abs/1910.11160},
year = {2019},
url = {http://arxiv.org/abs/1910.11160},
eprinttype = {arXiv},
eprint = {1910.11160},
timestamp = {Fri, 25 Oct 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1910-11160.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-01431,
author = {Shifa Zhang and
Anne Kim and
Dianbo Liu and
Sandeep C. Nuckchadyy and
Lauren Huang and
Aditya Masurkar and
Jingwei Zhang and
Lawrence Tseng and
Pratheek Karnati and
Laura Mart{\'{\i}}nez and
Thomas Hardjono and
Manolis Kellis and
ZhiZhuo Zhang},
title = {Genie: {A} Secure, Transparent Sharing and Services Platform for Genetic
and Health Data},
journal = {CoRR},
volume = {abs/1811.01431},
year = {2018},
url = {http://arxiv.org/abs/1811.01431},
eprinttype = {arXiv},
eprint = {1811.01431},
timestamp = {Wed, 03 Feb 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-01431.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-11400,
author = {Dianbo Liu and
Timothy A. Miller and
Raheel Sayeed and
Kenneth D. Mandl},
title = {{FADL:} Federated-Autonomous Deep Learning for Distributed Electronic
Health Record},
journal = {CoRR},
volume = {abs/1811.11400},
year = {2018},
url = {http://arxiv.org/abs/1811.11400},
eprinttype = {arXiv},
eprint = {1811.11400},
timestamp = {Sat, 21 Sep 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-11400.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1811-12629,
author = {Li Huang and
Yifeng Yin and
Zeng Fu and
Shifa Zhang and
Hao Deng and
Dianbo Liu},
title = {LoAdaBoost: Loss-Based AdaBoost Federated Machine Learning on medical
Data},
journal = {CoRR},
volume = {abs/1811.12629},
year = {2018},
url = {http://arxiv.org/abs/1811.12629},
eprinttype = {arXiv},
eprint = {1811.12629},
timestamp = {Mon, 03 Dec 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1811-12629.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09639,
author = {Zilu Yu and
Chen Chen and
Dianbo Liu},
title = {Movies Network as the Indicator of Globalization},
journal = {CoRR},
volume = {abs/1812.09639},
year = {2018},
url = {http://arxiv.org/abs/1812.09639},
eprinttype = {arXiv},
eprint = {1812.09639},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09639.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09657,
author = {Wen Zhou and
Dong Zhang and
Chen Chen and
Dianbo Liu},
title = {Border Effect of Complex Network: An analysis on the cooperation network
of movie stars across different regions},
journal = {CoRR},
volume = {abs/1812.09657},
year = {2018},
url = {http://arxiv.org/abs/1812.09657},
eprinttype = {arXiv},
eprint = {1812.09657},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09657.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-09659,
author = {Dianbo Liu and
N{\'{e}}stor Sep{\'{u}}lveda and
Ming Zheng},
title = {Artificial neural networks condensation: {A} strategy to facilitate
adaption of machine learning in medical settings by reducing computational
burden},
journal = {CoRR},
volume = {abs/1812.09659},
year = {2018},
url = {http://arxiv.org/abs/1812.09659},
eprinttype = {arXiv},
eprint = {1812.09659},
timestamp = {Wed, 02 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-09659.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcai/LiuPRP17,
author = {Dianbo Liu and
Fengjiao Peng and
Ognjen (Oggi) Rudovic and
Rosalind W. Picard},
editor = {Neil Lawrence and
Mark Reid},
title = {DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation
of Self-Reported Pain},
booktitle = {Proceedings of the 1st {IJCAI} Workshop on Artificial Intelligence
in Affective Computing (AffComp 2017), Melbourne, Australia, August
20, 2017},
series = {Proceedings of Machine Learning Research},
volume = {66},
pages = {1--16},
publisher = {{PMLR}},
year = {2017},
url = {http://proceedings.mlr.press/v66/liu17a.html},
timestamp = {Wed, 03 Apr 2019 18:17:31 +0200},
biburl = {https://dblp.org/rec/conf/ijcai/LiuPRP17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/LiuA17,
author = {Dianbo Liu and
Luca Albergante},
title = {Balance of thrones: a network study on 'Game of Thrones'},
journal = {CoRR},
volume = {abs/1707.05213},
year = {2017},
url = {http://arxiv.org/abs/1707.05213},
eprinttype = {arXiv},
eprint = {1707.05213},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/LiuA17.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1708-04670,
author = {Dianbo Liu and
Fengjiao Peng and
Andrew Shea and
Ognjen Rudovic and
Rosalind W. Picard},
title = {DeepFaceLIFT: Interpretable Personalized Models for Automatic Estimation
of Self-Reported Pain},
journal = {CoRR},
volume = {abs/1708.04670},
year = {2017},
url = {http://arxiv.org/abs/1708.04670},
eprinttype = {arXiv},
eprint = {1708.04670},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1708-04670.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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