Stop the war!Остановите войну!
for scientists:
default search action
Google
Google Scholar
Semantic Scholar
Internet Archive Scholar
CiteSeerX
ORCIDBibTeX records: Tianqi Chen
@article{DBLP:journals/corr/abs-2401-14285,
author = {Bo Zhou and
Jun Hou and
Tianqi Chen and
Yinchi Zhou and
Xiongchao Chen and
Huidong Xie and
Qiong Liu and
Xueqi Guo and
Yu{-}Jung Tsai and
Vladimir Y. Panin and
Takuya Toyonaga and
James S. Duncan and
Chi Liu},
title = {POUR-Net: {A} Population-Prior-Aided Over-Under-Representation Network
for Low-Count {PET} Attenuation Map Generation},
journal = {CoRR},
volume = {abs/2401.14285},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2401.14285},
doi = {10.48550/ARXIV.2401.14285},
eprinttype = {arXiv},
eprint = {2401.14285},
timestamp = {Tue, 06 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2401-14285.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2402-08265,
author = {Shentao Yang and
Tianqi Chen and
Mingyuan Zhou},
title = {A Dense Reward View on Aligning Text-to-Image Diffusion with Preference},
journal = {CoRR},
volume = {abs/2402.08265},
year = {2024},
url = {https://doi.org/10.48550/arXiv.2402.08265},
doi = {10.48550/ARXIV.2402.08265},
eprinttype = {arXiv},
eprint = {2402.08265},
timestamp = {Mon, 19 Feb 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2402-08265.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenFCGM23,
author = {Siyuan Chen and
Pratik Pramod Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks
via Learned Finite State Machines},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {4514--4528},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23g.html},
timestamp = {Mon, 28 Aug 2023 17:23:08 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenFCGM23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenZ23,
author = {Tianqi Chen and
Mingyuan Zhou},
editor = {Andreas Krause and
Emma Brunskill and
Kyunghyun Cho and
Barbara Engelhardt and
Sivan Sabato and
Jonathan Scarlett},
title = {Learning to Jump: Thinning and Thickening Latent Counts for Generative
Modeling},
booktitle = {International Conference on Machine Learning, {ICML} 2023, 23-29 July
2023, Honolulu, Hawaii, {USA}},
series = {Proceedings of Machine Learning Research},
volume = {202},
pages = {5367--5382},
publisher = {{PMLR}},
year = {2023},
url = {https://proceedings.mlr.press/v202/chen23ap.html},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenXCW023,
author = {Tianqi Chen and
Weixiang Xu and
Weihan Chen and
Peisong Wang and
Jian Cheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Towards Efficient and Accurate Winograd Convolution via Full Quantization},
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/400a2e6a82520b690810b97fd67fcc4e-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ChenXCW023.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ZhouCWZ23,
author = {Mingyuan Zhou and
Tianqi Chen and
Zhendong Wang and
Huangjie Zheng},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {Beta Diffusion},
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/5fe1b43c882d746c187456eb4c8cdf52-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/ZhouCWZ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2302-03851,
author = {Siyuan Chen and
Pratik Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
title = {ED-Batch: Efficient Automatic Batching of Dynamic Neural Networks
via Learned Finite State Machines},
journal = {CoRR},
volume = {abs/2302.03851},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2302.03851},
doi = {10.48550/ARXIV.2302.03851},
eprinttype = {arXiv},
eprint = {2302.03851},
timestamp = {Fri, 10 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2302-03851.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-10611,
author = {Pratik Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
title = {ACRoBat: Optimizing Auto-batching of Dynamic Deep Learning at Compile
Time},
journal = {CoRR},
volume = {abs/2305.10611},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.10611},
doi = {10.48550/ARXIV.2305.10611},
eprinttype = {arXiv},
eprint = {2305.10611},
timestamp = {Thu, 25 May 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-10611.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2305-18375,
author = {Tianqi Chen and
Mingyuan Zhou},
title = {Learning to Jump: Thinning and Thickening Latent Counts for Generative
Modeling},
journal = {CoRR},
volume = {abs/2305.18375},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2305.18375},
doi = {10.48550/ARXIV.2305.18375},
eprinttype = {arXiv},
eprint = {2305.18375},
timestamp = {Wed, 07 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2305-18375.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2309-07867,
author = {Mingyuan Zhou and
Tianqi Chen and
Zhendong Wang and
Huangjie Zheng},
title = {Beta Diffusion},
journal = {CoRR},
volume = {abs/2309.07867},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2309.07867},
doi = {10.48550/ARXIV.2309.07867},
eprinttype = {arXiv},
eprint = {2309.07867},
timestamp = {Wed, 20 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2309-07867.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-01408,
author = {Tianqi Chen and
Yongfei Liu and
Zhendong Wang and
Jianbo Yuan and
Quanzeng You and
Hongxia Yang and
Mingyuan Zhou},
title = {Improving In-Context Learning in Diffusion Models with Visual Context-Modulated
Prompts},
journal = {CoRR},
volume = {abs/2312.01408},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.01408},
doi = {10.48550/ARXIV.2312.01408},
eprinttype = {arXiv},
eprint = {2312.01408},
timestamp = {Fri, 08 Dec 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-01408.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2312-15234,
author = {Xupeng Miao and
Gabriele Oliaro and
Zhihao Zhang and
Xinhao Cheng and
Hongyi Jin and
Tianqi Chen and
Zhihao Jia},
title = {Towards Efficient Generative Large Language Model Serving: {A} Survey
from Algorithms to Systems},
journal = {CoRR},
volume = {abs/2312.15234},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2312.15234},
doi = {10.48550/ARXIV.2312.15234},
eprinttype = {arXiv},
eprint = {2312.15234},
timestamp = {Thu, 18 Jan 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2312-15234.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangCLSRRH22,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Cooper Stansbury and
Alnawaz Rehemtulla and
Indika Rajapakse and
Alfred O. Hero III},
title = {{RAILS:} {A} Robust Adversarial Immune-Inspired Learning System},
journal = {{IEEE} Access},
volume = {10},
pages = {22061--22078},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3153036},
doi = {10.1109/ACCESS.2022.3153036},
timestamp = {Fri, 01 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WangCLSRRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/WangCYLRH22,
author = {Ren Wang and
Tianqi Chen and
Philip Yao and
Sijia Liu and
Indika Rajapakse and
Alfred O. Hero III},
title = {{ASK:} Adversarial Soft k-Nearest Neighbor Attack and Defense},
journal = {{IEEE} Access},
volume = {10},
pages = {103074--103088},
year = {2022},
url = {https://doi.org/10.1109/ACCESS.2022.3209243},
doi = {10.1109/ACCESS.2022.3209243},
timestamp = {Tue, 18 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/WangCYLRH22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/FegadeCGM22,
author = {Pratik Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
editor = {Diana Marculescu and
Yuejie Chi and
Carole{-}Jean Wu},
title = {The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal
Padding},
booktitle = {Proceedings of Machine Learning and Systems 2022, MLSys 2022, Santa
Clara, CA, USA, August 29 - September 1, 2022},
publisher = {mlsys.org},
year = {2022},
url = {https://proceedings.mlsys.org/paper/2022/hash/d3d9446802a44259755d38e6d163e820-Abstract.html},
timestamp = {Tue, 24 May 2022 15:18:00 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/FegadeCGM22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-16338,
author = {Tianning Zhang and
Lay Kee Ang and
Tianqi Chen and
Bo Yang and
Erping Li},
title = {Stack operation of tensor networks},
journal = {CoRR},
volume = {abs/2203.16338},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.16338},
doi = {10.48550/ARXIV.2203.16338},
eprinttype = {arXiv},
eprint = {2203.16338},
timestamp = {Wed, 07 Dec 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-16338.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-12218,
author = {Elias J{\"{a}}{\"{a}}saari and
Michelle Ma and
Ameet Talwalkar and
Tianqi Chen},
title = {{SONAR:} Joint Architecture and System Optimization Search},
journal = {CoRR},
volume = {abs/2208.12218},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.12218},
doi = {10.48550/ARXIV.2208.12218},
eprinttype = {arXiv},
eprint = {2208.12218},
timestamp = {Tue, 30 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-12218.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/acssc/0008CXG21,
author = {Ren Wang and
Tianqi Chen and
Zhe Xu and
Pengzhi Gao},
title = {Robust Low-Rank Tensor Recovery From Quantized and Corrupted Measurements},
booktitle = {55th Asilomar Conference on Signals, Systems, and Computers, {ACSSC}
2021, Pacific Grove, CA, USA, October 31 - November 3, 2021},
pages = {1656--1660},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IEEECONF53345.2021.9723252},
doi = {10.1109/IEEECONF53345.2021.9723252},
timestamp = {Sat, 18 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/acssc/0008CXG21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/mlsys/FegadeCGM21,
author = {Pratik Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
editor = {Alex Smola and
Alex Dimakis and
Ion Stoica},
title = {Cortex: {A} Compiler for Recursive Deep Learning Models},
booktitle = {Proceedings of Machine Learning and Systems 2021, MLSys 2021, virtual,
April 5-9, 2021},
publisher = {mlsys.org},
year = {2021},
url = {https://proceedings.mlsys.org/paper/2021/hash/182be0c5cdcd5072bb1864cdee4d3d6e-Abstract.html},
timestamp = {Mon, 23 May 2022 11:55:02 +0200},
biburl = {https://dblp.org/rec/conf/mlsys/FegadeCGM21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2106-14300,
author = {Ren Wang and
Tianqi Chen and
Philip Yao and
Sijia Liu and
Indika Rajapakse and
Alfred O. Hero III},
title = {{ASK:} Adversarial Soft k-Nearest Neighbor Attack and Defense},
journal = {CoRR},
volume = {abs/2106.14300},
year = {2021},
url = {https://arxiv.org/abs/2106.14300},
eprinttype = {arXiv},
eprint = {2106.14300},
timestamp = {Thu, 01 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2106-14300.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02840,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Cooper Stansbury and
Alnawaz Rehemtulla and
Indika Rajapakse and
Alfred O. Hero III},
title = {{RAILS:} {A} Robust Adversarial Immune-inspired Learning System},
journal = {CoRR},
volume = {abs/2107.02840},
year = {2021},
url = {https://arxiv.org/abs/2107.02840},
eprinttype = {arXiv},
eprint = {2107.02840},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02840.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02842,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Cooper Stansbury and
Indika Rajapakse and
Alfred Olivier Hero},
title = {Immuno-mimetic Deep Neural Networks (Immuno-Net)},
journal = {CoRR},
volume = {abs/2107.02842},
year = {2021},
url = {https://arxiv.org/abs/2107.02842},
eprinttype = {arXiv},
eprint = {2107.02842},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02842.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2108-06797,
author = {Ren Wang and
Tianqi Chen},
title = {Deep Adversarially-Enhanced k-Nearest Neighbors},
journal = {CoRR},
volume = {abs/2108.06797},
year = {2021},
url = {https://arxiv.org/abs/2108.06797},
eprinttype = {arXiv},
eprint = {2108.06797},
timestamp = {Wed, 18 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2108-06797.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2110-10221,
author = {Pratik Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
title = {The CoRa Tensor Compiler: Compilation for Ragged Tensors with Minimal
Padding},
journal = {CoRR},
volume = {abs/2110.10221},
year = {2021},
url = {https://arxiv.org/abs/2110.10221},
eprinttype = {arXiv},
eprint = {2110.10221},
timestamp = {Thu, 28 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2110-10221.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/MuTIZLCC20,
author = {Yining Mu and
Fanqi Tang and
Makram Ibrahim and
Yan Zhu and
Wenxin Liu and
Zhe Cao and
Tianqi Chen},
title = {Optimization Design of Self-Triggered Complex Detector for Space Range-Gated
Imaging System},
journal = {{IEEE} Access},
volume = {8},
pages = {202555--202562},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3036133},
doi = {10.1109/ACCESS.2020.3036133},
timestamp = {Mon, 27 Mar 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/access/MuTIZLCC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jdi/HomayouniehSCSS20,
author = {Fatemeh Homayounieh and
Ramandeep Singh and
Tianqi Chen and
Ellen J. Sugarman and
Thomas J. Schultz and
Subba R. Digumarthy and
Keith J. Dreyer and
Mannudeep K. Kalra},
title = {Viewing Imaging Studies: How Patient Location and Imaging Site Affect
Referring Physicians},
journal = {J. Digit. Imaging},
volume = {33},
number = {2},
pages = {334--340},
year = {2020},
url = {https://doi.org/10.1007/s10278-019-00279-z},
doi = {10.1007/S10278-019-00279-Z},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jdi/HomayouniehSCSS20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/sensors/SharafeldinKBCR20,
author = {Mohamed Sharafeldin and
Karteek Kadimisetty and
Ketki S. Bhalerao and
Tianqi Chen and
James F. Rusling},
title = {3D-Printed Immunosensor Arrays for Cancer Diagnostics},
journal = {Sensors},
volume = {20},
number = {16},
pages = {4514},
year = {2020},
url = {https://doi.org/10.3390/s20164514},
doi = {10.3390/S20164514},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/sensors/SharafeldinKBCR20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/hci/WangZZLZLYLYTC20,
author = {Xin Wang and
Liang Zhang and
Tuoyang Zhou and
Zhen Liao and
Zhanshuo Zhang and
Ning Li and
Qiang Yao and
Jin Liang and
Yang Yu and
Zhiqiang Tian and
Tianqi Chen},
editor = {Pei{-}Luen Patrick Rau},
title = {Risk-Taking Propensity During a Prolonged Voyage at Sea: {A} Simulator
Experiment Study},
booktitle = {Cross-Cultural Design. User Experience of Products, Services, and
Intelligent Environments - 12th International Conference, {CCD} 2020,
Held as Part of the 22nd {HCI} International Conference, {HCII} 2020,
Copenhagen, Denmark, July 19-24, 2020, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {12192},
pages = {519--529},
publisher = {Springer},
year = {2020},
url = {https://doi.org/10.1007/978-3-030-49788-0\_39},
doi = {10.1007/978-3-030-49788-0\_39},
timestamp = {Mon, 15 Nov 2021 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/hci/WangZZLZLYLYTC20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/infocom/ChenHZCYW20,
author = {Tianqi Chen and
Jian He and
Huiling Zhu and
Lin Cai and
Peng Yue and
Jiangzhou Wang},
title = {Resource Allocation in Drone-Assisted Emergency Communication Systems},
booktitle = {39th {IEEE} Conference on Computer Communications, {INFOCOM} Workshops
2020, Toronto, ON, Canada, July 6-9, 2020},
pages = {132--137},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/INFOCOMWKSHPS50562.2020.9162742},
doi = {10.1109/INFOCOMWKSHPS50562.2020.9162742},
timestamp = {Tue, 18 Aug 2020 11:30:21 +0200},
biburl = {https://dblp.org/rec/conf/infocom/ChenHZCYW20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2011-01383,
author = {Pratik Fegade and
Tianqi Chen and
Phillip B. Gibbons and
Todd C. Mowry},
title = {Cortex: {A} Compiler for Recursive Deep Learning Models},
journal = {CoRR},
volume = {abs/2011.01383},
year = {2020},
url = {https://arxiv.org/abs/2011.01383},
eprinttype = {arXiv},
eprint = {2011.01383},
timestamp = {Thu, 28 Apr 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2011-01383.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2012-10485,
author = {Ren Wang and
Tianqi Chen and
Stephen Lindsly and
Alnawaz Rehemtulla and
Alfred O. Hero III and
Indika Rajapakse},
title = {{RAILS:} {A} Robust Adversarial Immune-inspired Learning System},
journal = {CoRR},
volume = {abs/2012.10485},
year = {2020},
url = {https://arxiv.org/abs/2012.10485},
eprinttype = {arXiv},
eprint = {2012.10485},
timestamp = {Tue, 20 Jul 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2012-10485.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/ChenGS15,
author = {Tianqi Chen and
Ian J. Goodfellow and
Jonathon Shlens},
editor = {Yoshua Bengio and
Yann LeCun},
title = {Net2Net: Accelerating Learning via Knowledge Transfer},
booktitle = {4th International Conference on Learning Representations, {ICLR} 2016,
San Juan, Puerto Rico, May 2-4, 2016, Conference Track Proceedings},
year = {2016},
url = {http://arxiv.org/abs/1511.05641},
timestamp = {Wed, 17 Jul 2019 10:40:54 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenGS15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/XuWCL15,
author = {Bing Xu and
Naiyan Wang and
Tianqi Chen and
Mu Li},
title = {Empirical Evaluation of Rectified Activations in Convolutional Network},
journal = {CoRR},
volume = {abs/1505.00853},
year = {2015},
url = {http://arxiv.org/abs/1505.00853},
eprinttype = {arXiv},
eprint = {1505.00853},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/XuWCL15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ChenLLLWWXXZZ15,
author = {Tianqi Chen and
Mu Li and
Yutian Li and
Min Lin and
Naiyan Wang and
Minjie Wang and
Tianjun Xiao and
Bing Xu and
Chiyuan Zhang and
Zheng Zhang},
title = {MXNet: {A} Flexible and Efficient Machine Learning Library for Heterogeneous
Distributed Systems},
journal = {CoRR},
volume = {abs/1512.01274},
year = {2015},
url = {http://arxiv.org/abs/1512.01274},
eprinttype = {arXiv},
eprint = {1512.01274},
timestamp = {Mon, 15 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ChenLLLWWXXZZ15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icdm/ShangCLLY14,
author = {Jingbo Shang and
Tianqi Chen and
Hang Li and
Zhengdong Lu and
Yong Yu},
editor = {Ravi Kumar and
Hannu Toivonen and
Jian Pei and
Joshua Zhexue Huang and
Xindong Wu},
title = {A Parallel and Efficient Algorithm for Learning to Match},
booktitle = {2014 {IEEE} International Conference on Data Mining, {ICDM} 2014,
Shenzhen, China, December 14-17, 2014},
pages = {971--976},
publisher = {{IEEE} Computer Society},
year = {2014},
url = {https://doi.org/10.1109/ICDM.2014.71},
doi = {10.1109/ICDM.2014.71},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icdm/ShangCLLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/ChenH14,
author = {Tianqi Chen and
Tong He},
title = {Higgs Boson Discovery with Boosted Trees},
booktitle = {Workshop on High-energy Physics and Machine Learning, {HEPML} 2014,
held at {NIPS} 2014, Montreal, Quebec, Canada, December 8-13, 2014},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {42},
pages = {69--80},
publisher = {JMLR.org},
year = {2014},
url = {http://proceedings.mlr.press/v42/chen14.html},
timestamp = {Wed, 29 May 2019 08:41:44 +0200},
biburl = {https://dblp.org/rec/conf/nips/ChenH14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/ShangCLLY14,
author = {Jingbo Shang and
Tianqi Chen and
Hang Li and
Zhengdong Lu and
Yong Yu},
title = {A Parallel and Efficient Algorithm for Learning to Match},
journal = {CoRR},
volume = {abs/1410.6414},
year = {2014},
url = {http://arxiv.org/abs/1410.6414},
eprinttype = {arXiv},
eprint = {1410.6414},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/ShangCLLY14.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/ChenLYY13,
author = {Tianqi Chen and
Hang Li and
Qiang Yang and
Yong Yu},
title = {General Functional Matrix Factorization Using Gradient Boosting},
booktitle = {Proceedings of the 30th International Conference on Machine Learning,
{ICML} 2013, Atlanta, GA, USA, 16-21 June 2013},
series = {{JMLR} Workshop and Conference Proceedings},
volume = {28},
pages = {436--444},
publisher = {JMLR.org},
year = {2013},
url = {http://proceedings.mlr.press/v28/chen13e.html},
timestamp = {Wed, 29 May 2019 08:41:45 +0200},
biburl = {https://dblp.org/rec/conf/icml/ChenLYY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ZhangCWY13,
author = {Weinan Zhang and
Tianqi Chen and
Jun Wang and
Yong Yu},
editor = {Gareth J. F. Jones and
Paraic Sheridan and
Diane Kelly and
Maarten de Rijke and
Tetsuya Sakai},
title = {Optimizing top-n collaborative filtering via dynamic negative item
sampling},
booktitle = {The 36th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '13, Dublin, Ireland - July 28 -
August 01, 2013},
pages = {785--788},
publisher = {{ACM}},
year = {2013},
url = {https://doi.org/10.1145/2484028.2484126},
doi = {10.1145/2484028.2484126},
timestamp = {Sun, 21 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ZhangCWY13.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/jmlr/ChenZLCZY12,
author = {Tianqi Chen and
Weinan Zhang and
Qiuxia Lu and
Kailong Chen and
Zhao Zheng and
Yong Yu},
title = {SVDFeature: a toolkit for feature-based collaborative filtering},
journal = {J. Mach. Learn. Res.},
volume = {13},
pages = {3619--3622},
year = {2012},
url = {https://dl.acm.org/doi/10.5555/2503308.2503357},
doi = {10.5555/2503308.2503357},
timestamp = {Thu, 02 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ChenZLCZY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/apweb/ChengCYZWY12,
author = {Bing Cheng and
Tianqi Chen and
Diyi Yang and
Weinan Zhang and
Yongqiang Wang and
Yong Yu},
editor = {Quan Z. Sheng and
Guoren Wang and
Christian S. Jensen and
Guandong Xu},
title = {Feature Based Informative Model for Discriminating Favorite Items
from Unrated Ones},
booktitle = {Web Technologies and Applications - 14th Asia-Pacific Web Conference,
APWeb 2012, Kunming, China, April 11-13, 2012. Proceedings},
series = {Lecture Notes in Computer Science},
volume = {7235},
pages = {146--157},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-29253-8\_13},
doi = {10.1007/978-3-642-29253-8\_13},
timestamp = {Tue, 14 May 2019 10:00:51 +0200},
biburl = {https://dblp.org/rec/conf/apweb/ChengCYZWY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/lrec/QasemiZadehBCB12,
author = {Behrang QasemiZadeh and
Paul Buitelaar and
Tianqi Chen and
Georgeta Bordea},
editor = {Nicoletta Calzolari and
Khalid Choukri and
Thierry Declerck and
Mehmet Ugur Dogan and
Bente Maegaard and
Joseph Mariani and
Jan Odijk and
Stelios Piperidis},
title = {Semi-Supervised Technical Term Tagging With Minimal User Feedback},
booktitle = {Proceedings of the Eighth International Conference on Language Resources
and Evaluation, {LREC} 2012, Istanbul, Turkey, May 23-25, 2012},
pages = {617--621},
publisher = {European Language Resources Association {(ELRA)}},
year = {2012},
url = {http://www.lrec-conf.org/proceedings/lrec2012/summaries/342.html},
timestamp = {Mon, 19 Aug 2019 14:40:54 +0200},
biburl = {https://dblp.org/rec/conf/lrec/QasemiZadehBCB12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/HuCLYY12,
author = {Fangwei Hu and
Tianqi Chen and
Nathan Nan Liu and
Qiang Yang and
Yong Yu},
editor = {Peter A. Flach and
Tijl De Bie and
Nello Cristianini},
title = {Discriminative Factor Alignment across Heterogeneous Feature Space},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2012, Bristol, UK, September 24-28, 2012. Proceedings,
Part {II}},
series = {Lecture Notes in Computer Science},
volume = {7524},
pages = {757--772},
publisher = {Springer},
year = {2012},
url = {https://doi.org/10.1007/978-3-642-33486-3\_48},
doi = {10.1007/978-3-642-33486-3\_48},
timestamp = {Sun, 02 Jun 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/HuCLYY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/recsys/YangCZLY12,
author = {Diyi Yang and
Tianqi Chen and
Weinan Zhang and
Qiuxia Lu and
Yong Yu},
editor = {Padraig Cunningham and
Neil J. Hurley and
Ido Guy and
Sarabjot Singh Anand},
title = {Local implicit feedback mining for music recommendation},
booktitle = {Sixth {ACM} Conference on Recommender Systems, RecSys '12, Dublin,
Ireland, September 9-13, 2012},
pages = {91--98},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2365952.2365973},
doi = {10.1145/2365952.2365973},
timestamp = {Sun, 21 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/recsys/YangCZLY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/ChenCZJYY12,
author = {Kailong Chen and
Tianqi Chen and
Guoqing Zheng and
Ou Jin and
Enpeng Yao and
Yong Yu},
editor = {William R. Hersh and
Jamie Callan and
Yoelle Maarek and
Mark Sanderson},
title = {Collaborative personalized tweet recommendation},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {661--670},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2348283.2348372},
doi = {10.1145/2348283.2348372},
timestamp = {Wed, 03 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/ChenCZJYY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/YangCZY12,
author = {Diyi Yang and
Tianqi Chen and
Weinan Zhang and
Yong Yu},
editor = {William R. Hersh and
Jamie Callan and
Yoelle Maarek and
Mark Sanderson},
title = {Collaborative filtering with short term preferences mining},
booktitle = {The 35th International {ACM} {SIGIR} conference on research and development
in Information Retrieval, {SIGIR} '12, Portland, OR, USA, August 12-16,
2012},
pages = {1043--1044},
publisher = {{ACM}},
year = {2012},
url = {https://doi.org/10.1145/2348283.2348460},
doi = {10.1145/2348283.2348460},
timestamp = {Sun, 21 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/YangCZY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/webi/LuCZYY12,
author = {Qiuxia Lu and
Tianqi Chen and
Weinan Zhang and
Diyi Yang and
Yong Yu},
title = {Serendipitous Personalized Ranking for Top-N Recommendation},
booktitle = {2012 {IEEE/WIC/ACM} International Conferences on Web Intelligence,
{WI} 2012, Macau, China, December 4-7, 2012},
pages = {258--265},
publisher = {{IEEE} Computer Society},
year = {2012},
url = {https://doi.org/10.1109/WI-IAT.2012.135},
doi = {10.1109/WI-IAT.2012.135},
timestamp = {Fri, 24 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/webi/LuCZYY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/jmlr/ZhengCLYY12,
author = {Zhao Zheng and
Tianqi Chen and
Nathan Nan Liu and
Qiang Yang and
Yong Yu},
editor = {Gideon Dror and
Yehuda Koren and
Markus Weimer},
title = {Rating Prediction with Informative Ensemble of Multi-Resolution Dynamic
Models},
booktitle = {Proceedings of {KDD} Cup 2011 competition, San Diego, CA, USA, 2011},
series = {{JMLR} Proceedings},
volume = {18},
pages = {75--97},
publisher = {JMLR.org},
year = {2012},
url = {http://proceedings.mlr.press/v18/zheng12a.html},
timestamp = {Wed, 29 May 2019 08:41:47 +0200},
biburl = {https://dblp.org/rec/journals/jmlr/ZhengCLYY12.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/YinC11,
author = {Jihao Yin and
Tianqi Chen},
title = {Direction-of-Arrival Estimation Using a Sparse Representation of Array
Covariance Vectors},
journal = {{IEEE} Trans. Signal Process.},
volume = {59},
number = {9},
pages = {4489--4493},
year = {2011},
url = {https://doi.org/10.1109/TSP.2011.2158425},
doi = {10.1109/TSP.2011.2158425},
timestamp = {Tue, 30 Jun 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tsp/YinC11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1109-2271,
author = {Tianqi Chen and
Zhao Zheng and
Qiuxia Lu and
Weinan Zhang and
Yong Yu},
title = {Feature-Based Matrix Factorization},
journal = {CoRR},
volume = {abs/1109.2271},
year = {2011},
url = {http://arxiv.org/abs/1109.2271},
eprinttype = {arXiv},
eprint = {1109.2271},
timestamp = {Sun, 21 Apr 2019 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1109-2271.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/www/ChenYXC10,
author = {Tianqi Chen and
Jun Yan and
Gui{-}Rong Xue and
Zheng Chen},
editor = {Michael Rappa and
Paul Jones and
Juliana Freire and
Soumen Chakrabarti},
title = {Transfer learning for behavioral targeting},
booktitle = {Proceedings of the 19th International Conference on World Wide Web,
{WWW} 2010, Raleigh, North Carolina, USA, April 26-30, 2010},
pages = {1077--1078},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1772690.1772812},
doi = {10.1145/1772690.1772812},
timestamp = {Tue, 06 Nov 2018 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/www/ChenYXC10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/chinaf/WenLCZ08,
author = {Zhong Wen and
Liping Li and
Tianqi Chen and
Xixiang Zhang},
title = {Joint multiple parameters estimation for coherent chirp signals using
vector sensor array},
journal = {Sci. China Ser. {F} Inf. Sci.},
volume = {51},
number = {1},
pages = {93--100},
year = {2008},
url = {https://doi.org/10.1007/s11432-008-0002-8},
doi = {10.1007/S11432-008-0002-8},
timestamp = {Mon, 18 May 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/chinaf/WenLCZ08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/eusipco/SuC98,
author = {Xin Su and
Tianqi Chen},
title = {Simultaneously estimating frequency and direction of coherent signal
via an array triplet in motion},
booktitle = {9th European Signal Processing Conference, {EUSIPCO} 1998, Island
of Rhodes, Greece, 8-11 September, 1998},
pages = {1--4},
publisher = {{IEEE}},
year = {1998},
url = {https://ieeexplore.ieee.org/document/7089703/},
timestamp = {Mon, 09 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/eusipco/SuC98.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
a service of 
manage site settings
To protect your privacy, all features that rely on external API calls from your browser are turned off by default. You need to opt-in for them to become active. All settings here will be stored as cookies with your web browser. For more information see our F.A.Q.
last updated on 2024-03-05 02:36 CET by the dblp team
all metadata released as open data under CC0 1.0 license
see also: Terms of Use | Privacy Policy | Imprint
dblp was originally created in 1993 at:
since 2018, dblp has been operated and maintained by:
the dblp computer science bibliography is funded and supported by:
