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ORCIDBibTeX records: Shihao Ji
@article{DBLP:journals/tkde/YeJ23,
author = {Yang Ye and
Shihao Ji},
title = {Sparse Graph Attention Networks},
journal = {{IEEE} Trans. Knowl. Data Eng.},
volume = {35},
number = {1},
pages = {905--916},
year = {2023},
url = {https://doi.org/10.1109/TKDE.2021.3072345},
doi = {10.1109/TKDE.2021.3072345},
timestamp = {Sun, 15 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tkde/YeJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/YangSJ23,
author = {Xiulong Yang and
Qing Su and
Shihao Ji},
title = {Towards Bridging the Performance Gaps of Joint Energy-Based Models},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2023, Vancouver, BC, Canada, June 17-24, 2023},
pages = {15732--15741},
publisher = {{IEEE}},
year = {2023},
url = {https://doi.org/10.1109/CVPR52729.2023.01510},
doi = {10.1109/CVPR52729.2023.01510},
timestamp = {Tue, 29 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/YangSJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/nips/SuNLJ23,
author = {Qing Su and
Anton Netchaev and
Hai Li and
Shihao Ji},
editor = {Alice Oh and
Tristan Naumann and
Amir Globerson and
Kate Saenko and
Moritz Hardt and
Sergey Levine},
title = {{FLSL:} Feature-level Self-supervised Learning},
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/15212bd2265c4a3ab0dbc1b1982c1b69-Abstract-Conference.html},
timestamp = {Fri, 01 Mar 2024 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/nips/SuNLJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pakdd/YangJ23,
author = {Xiulong Yang and
Shihao Ji},
editor = {Hisashi Kashima and
Tsuyoshi Id{\'{e}} and
Wen{-}Chih Peng},
title = {{M-EBM:} Towards Understanding the Manifolds of Energy-Based Models},
booktitle = {Advances in Knowledge Discovery and Data Mining - 27th Pacific-Asia
Conference on Knowledge Discovery and Data Mining, {PAKDD} 2023, Osaka,
Japan, May 25-28, 2023, Proceedings, Part {I}},
series = {Lecture Notes in Computer Science},
volume = {13935},
pages = {291--302},
publisher = {Springer},
year = {2023},
url = {https://doi.org/10.1007/978-3-031-33374-3\_23},
doi = {10.1007/978-3-031-33374-3\_23},
timestamp = {Fri, 02 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pakdd/YangJ23.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2303-04343,
author = {Xiulong Yang and
Shihao Ji},
title = {{M-EBM:} Towards Understanding the Manifolds of Energy-Based Models},
journal = {CoRR},
volume = {abs/2303.04343},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2303.04343},
doi = {10.48550/ARXIV.2303.04343},
eprinttype = {arXiv},
eprint = {2303.04343},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2303-04343.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2306-06203,
author = {Qing Su and
Anton Netchaev and
Hai Li and
Shihao Ji},
title = {{FLSL:} Feature-level Self-supervised Learning},
journal = {CoRR},
volume = {abs/2306.06203},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2306.06203},
doi = {10.48550/ARXIV.2306.06203},
eprinttype = {arXiv},
eprint = {2306.06203},
timestamp = {Fri, 16 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2306-06203.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2308-13139,
author = {Hui Ye and
Rajshekhar Sunderraman and
Shihao Ji},
title = {MatchXML: An Efficient Text-label Matching Framework for Extreme Multi-label
Text Classification},
journal = {CoRR},
volume = {abs/2308.13139},
year = {2023},
url = {https://doi.org/10.48550/arXiv.2308.13139},
doi = {10.48550/ARXIV.2308.13139},
eprinttype = {arXiv},
eprint = {2308.13139},
timestamp = {Fri, 01 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2308-13139.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/YeYJ22,
author = {Yang Ye and
Xiulong Yang and
Shihao Ji},
title = {APSNet: Attention Based Point Cloud Sampling},
booktitle = {33rd British Machine Vision Conference 2022, {BMVC} 2022, London,
UK, November 21-24, 2022},
pages = {298},
publisher = {{BMVA} Press},
year = {2022},
url = {https://bmvc2022.mpi-inf.mpg.de/298/},
timestamp = {Thu, 16 Feb 2023 16:15:04 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/YeYJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cvpr/SuJ22,
author = {Qing Su and
Shihao Ji},
title = {ChiTransformer: Towards Reliable Stereo from Cues},
booktitle = {{IEEE/CVF} Conference on Computer Vision and Pattern Recognition,
{CVPR} 2022, New Orleans, LA, USA, June 18-24, 2022},
pages = {1929--1939},
publisher = {{IEEE}},
year = {2022},
url = {https://doi.org/10.1109/CVPR52688.2022.00198},
doi = {10.1109/CVPR52688.2022.00198},
timestamp = {Tue, 04 Oct 2022 15:11:56 +0200},
biburl = {https://dblp.org/rec/conf/cvpr/SuJ22.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2203-04554,
author = {Qing Su and
Shihao Ji},
title = {ChiTransformer: Towards Reliable Stereo from Cues},
journal = {CoRR},
volume = {abs/2203.04554},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2203.04554},
doi = {10.48550/ARXIV.2203.04554},
eprinttype = {arXiv},
eprint = {2203.04554},
timestamp = {Wed, 16 Mar 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2203-04554.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2208-07791,
author = {Xiulong Yang and
Sheng{-}Min Shih and
Yinlin Fu and
Xiaoting Zhao and
Shihao Ji},
title = {Your ViT is Secretly a Hybrid Discriminative-Generative Diffusion
Model},
journal = {CoRR},
volume = {abs/2208.07791},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2208.07791},
doi = {10.48550/ARXIV.2208.07791},
eprinttype = {arXiv},
eprint = {2208.07791},
timestamp = {Mon, 22 Aug 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2208-07791.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2209-07959,
author = {Xiulong Yang and
Qing Su and
Shihao Ji},
title = {Towards Bridging the Performance Gaps of Joint Energy-based Models},
journal = {CoRR},
volume = {abs/2209.07959},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2209.07959},
doi = {10.48550/ARXIV.2209.07959},
eprinttype = {arXiv},
eprint = {2209.07959},
timestamp = {Tue, 21 Mar 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2209-07959.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2210-05638,
author = {Yang Ye and
Xiulong Yang and
Shihao Ji},
title = {APSNet: Attention Based Point Cloud Sampling},
journal = {CoRR},
volume = {abs/2210.05638},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2210.05638},
doi = {10.48550/ARXIV.2210.05638},
eprinttype = {arXiv},
eprint = {2210.05638},
timestamp = {Thu, 13 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2210-05638.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2211-07429,
author = {Yang Li and
Xin Ma and
Raj Sunderraman and
Shihao Ji and
Suprateek Kundu},
title = {Accounting for Temporal Variability in Functional Magnetic Resonance
Imaging Improves Prediction of Intelligence},
journal = {CoRR},
volume = {abs/2211.07429},
year = {2022},
url = {https://doi.org/10.48550/arXiv.2211.07429},
doi = {10.48550/ARXIV.2211.07429},
eprinttype = {arXiv},
eprint = {2211.07429},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2211-07429.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/iotj/LiLYLJC21,
author = {Kaiyang Li and
Guangchun Luo and
Yang Ye and
Wei Li and
Shihao Ji and
Zhipeng Cai},
title = {Adversarial Privacy-Preserving Graph Embedding Against Inference Attack},
journal = {{IEEE} Internet Things J.},
volume = {8},
number = {8},
pages = {6904--6915},
year = {2021},
url = {https://doi.org/10.1109/JIOT.2020.3036583},
doi = {10.1109/JIOT.2020.3036583},
timestamp = {Thu, 16 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/iotj/LiLYLJC21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/YeYTSJ21,
author = {Hui Ye and
Xiulong Yang and
Martin Tak{\'{a}}c and
Rajshekhar Sunderraman and
Shihao Ji},
title = {Improving Text-to-Image Synthesis Using Contrastive Learning},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {154},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/0478.pdf},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/bmvc/YeYTSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bmvc/0080J21,
author = {Xiang Li and
Shihao Ji},
title = {Generative Dynamic Patch Attack},
booktitle = {32nd British Machine Vision Conference 2021, {BMVC} 2021, Online,
November 22-25, 2021},
pages = {156},
publisher = {{BMVA} Press},
year = {2021},
url = {https://www.bmvc2021-virtualconference.com/assets/papers/0492.pdf},
timestamp = {Wed, 22 Jun 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/bmvc/0080J21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/iccv/YangJ21,
author = {Xiulong Yang and
Shihao Ji},
title = {{JEM++:} Improved Techniques for Training {JEM}},
booktitle = {2021 {IEEE/CVF} International Conference on Computer Vision, {ICCV}
2021, Montreal, QC, Canada, October 10-17, 2021},
pages = {6474--6483},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICCV48922.2021.00643},
doi = {10.1109/ICCV48922.2021.00643},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/iccv/YangJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icip/SarkerYLBJ21,
author = {Krishanu Sarker and
Xiulong Yang and
Yang Li and
Saeid Belkasim and
Shihao Ji},
title = {A Unified Density-Driven Framework For Effective Data Denoising And
Robust Abstention},
booktitle = {2021 {IEEE} International Conference on Image Processing, {ICIP} 2021,
Anchorage, AK, USA, September 19-22, 2021},
pages = {594--598},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/ICIP42928.2021.9506754},
doi = {10.1109/ICIP42928.2021.9506754},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icip/SarkerYLBJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/ijcnn/LiJ21,
author = {Yang Li and
Shihao Ji},
title = {Neural Plasticity Networks},
booktitle = {International Joint Conference on Neural Networks, {IJCNN} 2021, Shenzhen,
China, July 18-22, 2021},
pages = {1--9},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/IJCNN52387.2021.9534123},
doi = {10.1109/IJCNN52387.2021.9534123},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/ijcnn/LiJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/YangYYLJ21,
author = {Xiulong Yang and
Hui Ye and
Yang Ye and
Xiang Li and
Shihao Ji},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Generative Max-Mahalanobis Classifiers for Image Classification, Generation
and More},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {12976},
pages = {67--83},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86520-7\_5},
doi = {10.1007/978-3-030-86520-7\_5},
timestamp = {Wed, 28 Jun 2023 16:19:42 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/YangYYLJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiJ21,
author = {Yang Li and
Shihao Ji},
editor = {Nuria Oliver and
Fernando P{\'{e}}rez{-}Cruz and
Stefan Kramer and
Jesse Read and
Jos{\'{e}} Antonio Lozano},
title = {Dep-L\({}_{\mbox{0}}\): Improving L\({}_{\mbox{0}}\)-Based Network
Sparsification via Dependency Modeling},
booktitle = {Machine Learning and Knowledge Discovery in Databases. Research Track
- European Conference, {ECML} {PKDD} 2021, Bilbao, Spain, September
13-17, 2021, Proceedings, Part {III}},
series = {Lecture Notes in Computer Science},
volume = {12977},
pages = {167--183},
publisher = {Springer},
year = {2021},
url = {https://doi.org/10.1007/978-3-030-86523-8\_11},
doi = {10.1007/978-3-030-86523-8\_11},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/uic/SrimathYSSJ21,
author = {Sivanvita Srimath and
Yang Ye and
Krishanu Sarker and
Rajshekhar Sunderraman and
Shihao Ji},
title = {Human Activity Recognition from {RGB} Video Streams Using 1D-CNNs},
booktitle = {2021 {IEEE} SmartWorld, Ubiquitous Intelligence {\&} Computing,
Advanced {\&} Trusted Computing, Scalable Computing {\&} Communications,
Internet of People and Smart City Innovation (SmartWorld/SCALCOM/UIC/ATC/IOP/SCI),
Atlanta, GA, USA, October 18-21, 2021},
pages = {295--302},
publisher = {{IEEE}},
year = {2021},
url = {https://doi.org/10.1109/SWC50871.2021.00048},
doi = {10.1109/SWC50871.2021.00048},
timestamp = {Fri, 03 Dec 2021 17:36:57 +0100},
biburl = {https://dblp.org/rec/conf/uic/SrimathYSSJ21.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2101-00122,
author = {Xiulong Yang and
Hui Ye and
Yang Ye and
Xiang Li and
Shihao Ji},
title = {Generative Max-Mahalanobis Classifiers for Image Classification, Generation
and More},
journal = {CoRR},
volume = {abs/2101.00122},
year = {2021},
url = {https://arxiv.org/abs/2101.00122},
eprinttype = {arXiv},
eprint = {2101.00122},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2101-00122.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2104-14029,
author = {Krishanu Sarker and
Sharbani Pandit and
Anupam Sarker and
Saeid Belkasim and
Shihao Ji},
title = {Reducing Risk and Uncertainty of Deep Neural Networks on Diagnosing
{COVID-19} Infection},
journal = {CoRR},
volume = {abs/2104.14029},
year = {2021},
url = {https://arxiv.org/abs/2104.14029},
eprinttype = {arXiv},
eprint = {2104.14029},
timestamp = {Tue, 04 May 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2104-14029.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-00070,
author = {Yang Li and
Shihao Ji},
title = {Dep-L\({}_{\mbox{0}}\): Improving L\({}_{\mbox{0}}\)-based Network
Sparsification via Dependency Modeling},
journal = {CoRR},
volume = {abs/2107.00070},
year = {2021},
url = {https://arxiv.org/abs/2107.00070},
eprinttype = {arXiv},
eprint = {2107.00070},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-00070.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2107-02423,
author = {Hui Ye and
Xiulong Yang and
Martin Tak{\'{a}}c and
Rajshekhar Sunderraman and
Shihao Ji},
title = {Improving Text-to-Image Synthesis Using Contrastive Learning},
journal = {CoRR},
volume = {abs/2107.02423},
year = {2021},
url = {https://arxiv.org/abs/2107.02423},
eprinttype = {arXiv},
eprint = {2107.02423},
timestamp = {Wed, 11 Jan 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2107-02423.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2109-09032,
author = {Xiulong Yang and
Shihao Ji},
title = {{JEM++:} Improved Techniques for Training {JEM}},
journal = {CoRR},
volume = {abs/2109.09032},
year = {2021},
url = {https://arxiv.org/abs/2109.09032},
eprinttype = {arXiv},
eprint = {2109.09032},
timestamp = {Mon, 27 Sep 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2109-09032.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2111-04266,
author = {Xiang Li and
Shihao Ji},
title = {Generative Dynamic Patch Attack},
journal = {CoRR},
volume = {abs/2111.04266},
year = {2021},
url = {https://arxiv.org/abs/2111.04266},
eprinttype = {arXiv},
eprint = {2111.04266},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2111-04266.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/access/LiJ20b,
author = {Xiang Li and
Shihao Ji},
title = {Neural Image Compression and Explanation},
journal = {{IEEE} Access},
volume = {8},
pages = {214605--214615},
year = {2020},
url = {https://doi.org/10.1109/ACCESS.2020.3041416},
doi = {10.1109/ACCESS.2020.3041416},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/access/LiJ20b.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icpr/YangJ20,
author = {Xiulong Yang and
Shihao Ji},
title = {Learning with Multiplicative Perturbations},
booktitle = {25th International Conference on Pattern Recognition, {ICPR} 2020,
Virtual Event / Milan, Italy, January 10-15, 2021},
pages = {1321--1328},
publisher = {{IEEE}},
year = {2020},
url = {https://doi.org/10.1109/ICPR48806.2021.9412861},
doi = {10.1109/ICPR48806.2021.9412861},
timestamp = {Mon, 26 Jun 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icpr/YangJ20.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2008-13072,
author = {Kaiyang Li and
Guangchun Luo and
Yang Ye and
Wei Li and
Shihao Ji and
Zhipeng Cai},
title = {Adversarial Privacy Preserving Graph Embedding against Inference Attack},
journal = {CoRR},
volume = {abs/2008.13072},
year = {2020},
url = {https://arxiv.org/abs/2008.13072},
eprinttype = {arXiv},
eprint = {2008.13072},
timestamp = {Wed, 16 Sep 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-2008-13072.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-2009-12027,
author = {Krishanu Sarker and
Xiulong Yang and
Yang Li and
Saeid Belkasim and
Shihao Ji},
title = {A Unified Plug-and-Play Framework for Effective Data Denoising and
Robust Abstention},
journal = {CoRR},
volume = {abs/2009.12027},
year = {2020},
url = {https://arxiv.org/abs/2009.12027},
eprinttype = {arXiv},
eprint = {2009.12027},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-2009-12027.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tpds/JiSLD19,
author = {Shihao Ji and
Nadathur Satish and
Sheng Li and
Pradeep Dubey},
title = {Parallelizing Word2Vec in Shared and Distributed Memory},
journal = {{IEEE} Trans. Parallel Distributed Syst.},
volume = {30},
number = {9},
pages = {2090--2100},
year = {2019},
url = {https://doi.org/10.1109/TPDS.2019.2904058},
doi = {10.1109/TPDS.2019.2904058},
timestamp = {Mon, 28 Aug 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/tpds/JiSLD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aistats/ZhangRJYVD19,
author = {Jiong Zhang and
Parameswaran Raman and
Shihao Ji and
Hsiang{-}Fu Yu and
S. V. N. Vishwanathan and
Inderjit S. Dhillon},
editor = {Kamalika Chaudhuri and
Masashi Sugiyama},
title = {Extreme Stochastic Variational Inference: Distributed Inference for
Large Scale Mixture Models},
booktitle = {The 22nd International Conference on Artificial Intelligence and Statistics,
{AISTATS} 2019, 16-18 April 2019, Naha, Okinawa, Japan},
series = {Proceedings of Machine Learning Research},
volume = {89},
pages = {935--943},
publisher = {{PMLR}},
year = {2019},
url = {http://proceedings.mlr.press/v89/zhang19c.html},
timestamp = {Fri, 07 Jun 2019 09:03:47 +0200},
biburl = {https://dblp.org/rec/conf/aistats/ZhangRJYVD19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/bigdataconf/AhmadzadehMKAJ19,
author = {Azim Ahmadzadeh and
Sushant S. Mahajan and
Dustin J. Kempton and
Rafal A. Angryk and
Shihao Ji},
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 = {Toward Filament Segmentation Using Deep Neural Networks},
booktitle = {2019 {IEEE} International Conference on Big Data {(IEEE} BigData),
Los Angeles, CA, USA, December 9-12, 2019},
pages = {4932--4941},
publisher = {{IEEE}},
year = {2019},
url = {https://doi.org/10.1109/BigData47090.2019.9006340},
doi = {10.1109/BIGDATA47090.2019.9006340},
timestamp = {Tue, 18 Oct 2022 14:44:48 +0200},
biburl = {https://dblp.org/rec/conf/bigdataconf/AhmadzadehMKAJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiJ19,
author = {Xiang Li and
Shihao Ji},
editor = {Peggy Cellier and
Kurt Driessens},
title = {Defense-VAE: {A} Fast and Accurate Defense Against Adversarial Attacks},
booktitle = {Machine Learning and Knowledge Discovery in Databases - International
Workshops of {ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September
16-20, 2019, Proceedings, Part {II}},
series = {Communications in Computer and Information Science},
volume = {1168},
pages = {191--207},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-43887-6\_15},
doi = {10.1007/978-3-030-43887-6\_15},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/pkdd/LiJ19.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/pkdd/LiJ19a,
author = {Yang Li and
Shihao Ji},
editor = {Ulf Brefeld and
{\'{E}}lisa Fromont and
Andreas Hotho and
Arno J. Knobbe and
Marloes H. Maathuis and
C{\'{e}}line Robardet},
title = {L\({}_{\mbox{0}}\)-ARM: Network Sparsification via Stochastic Binary
Optimization},
booktitle = {Machine Learning and Knowledge Discovery in Databases - European Conference,
{ECML} {PKDD} 2019, W{\"{u}}rzburg, Germany, September 16-20,
2019, Proceedings, Part {II}},
series = {Lecture Notes in Computer Science},
volume = {11907},
pages = {432--448},
publisher = {Springer},
year = {2019},
url = {https://doi.org/10.1007/978-3-030-46147-8\_26},
doi = {10.1007/978-3-030-46147-8\_26},
timestamp = {Sat, 30 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/pkdd/LiJ19a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1904-04432,
author = {Yang Li and
Shihao Ji},
title = {L\({}_{\mbox{0}}\)-ARM: Network Sparsification via Stochastic Binary
Optimization},
journal = {CoRR},
volume = {abs/1904.04432},
year = {2019},
url = {http://arxiv.org/abs/1904.04432},
eprinttype = {arXiv},
eprint = {1904.04432},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1904-04432.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08118,
author = {Yang Li and
Shihao Ji},
title = {Neural Plasticity Networks},
journal = {CoRR},
volume = {abs/1908.08118},
year = {2019},
url = {http://arxiv.org/abs/1908.08118},
eprinttype = {arXiv},
eprint = {1908.08118},
timestamp = {Tue, 21 Feb 2023 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08118.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1908-08988,
author = {Xiang Li and
Shihao Ji},
title = {Neural Image Compression and Explanation},
journal = {CoRR},
volume = {abs/1908.08988},
year = {2019},
url = {http://arxiv.org/abs/1908.08988},
eprinttype = {arXiv},
eprint = {1908.08988},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1908-08988.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-00552,
author = {Yang Ye and
Shihao Ji},
title = {Sparse Graph Attention Networks},
journal = {CoRR},
volume = {abs/1912.00552},
year = {2019},
url = {http://arxiv.org/abs/1912.00552},
eprinttype = {arXiv},
eprint = {1912.00552},
timestamp = {Thu, 02 Jan 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-00552.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-01810,
author = {Xiulong Yang and
Shihao Ji},
title = {Learning with Multiplicative Perturbations},
journal = {CoRR},
volume = {abs/1912.01810},
year = {2019},
url = {http://arxiv.org/abs/1912.01810},
eprinttype = {arXiv},
eprint = {1912.01810},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-01810.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1912-02743,
author = {Azim Ahmadzadeh and
Sushant S. Mahajan and
Dustin J. Kempton and
Rafal A. Angryk and
Shihao Ji},
title = {Toward Filament Segmentation Using Deep Neural Networks},
journal = {CoRR},
volume = {abs/1912.02743},
year = {2019},
url = {http://arxiv.org/abs/1912.02743},
eprinttype = {arXiv},
eprint = {1912.02743},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/abs-1912-02743.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icmla/SarkerMBJ18,
author = {Krishanu Sarker and
Mohamed Masoud and
Saeid Belkasim and
Shihao Ji},
editor = {M. Arif Wani and
Mehmed M. Kantardzic and
Moamar Sayed Mouchaweh and
Jo{\~{a}}o Gama and
Edwin Lughofer},
title = {Towards Robust Human Activity Recognition from {RGB} Video Stream
with Limited Labeled Data},
booktitle = {17th {IEEE} International Conference on Machine Learning and Applications,
{ICMLA} 2018, Orlando, FL, USA, December 17-20, 2018},
pages = {145--151},
publisher = {{IEEE}},
year = {2018},
url = {https://doi.org/10.1109/ICMLA.2018.00029},
doi = {10.1109/ICMLA.2018.00029},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icmla/SarkerMBJ18.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06544,
author = {Krishanu Sarker and
Mohamed Masoud and
Saeid Belkasim and
Shihao Ji},
title = {Towards Robust Human Activity Recognition from {RGB} Video Stream
with Limited Labeled Data},
journal = {CoRR},
volume = {abs/1812.06544},
year = {2018},
url = {http://arxiv.org/abs/1812.06544},
eprinttype = {arXiv},
eprint = {1812.06544},
timestamp = {Tue, 01 Jan 2019 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06544.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/abs-1812-06570,
author = {Xiang Li and
Shihao Ji},
title = {Defense-VAE: {A} Fast and Accurate Defense against Adversarial Attacks},
journal = {CoRR},
volume = {abs/1812.06570},
year = {2018},
url = {http://arxiv.org/abs/1812.06570},
eprinttype = {arXiv},
eprint = {1812.06570},
timestamp = {Thu, 13 Jan 2022 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/abs-1812-06570.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/JiYYMV16,
author = {Shihao Ji and
Hyokun Yun and
Pinar Yanardag and
Shin Matsushima and
S. V. N. Vishwanathan},
editor = {Jian Su and
Xavier Carreras and
Kevin Duh},
title = {WordRank: Learning Word Embeddings via Robust Ranking},
booktitle = {Proceedings of the 2016 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2016, Austin, Texas, USA, November 1-4,
2016},
pages = {658--668},
publisher = {The Association for Computational Linguistics},
year = {2016},
url = {https://doi.org/10.18653/v1/d16-1063},
doi = {10.18653/V1/D16-1063},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/JiYYMV16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:journals/corr/JiVSAD15,
author = {Shihao Ji and
S. V. N. Vishwanathan and
Nadathur Satish and
Michael J. Anderson and
Pradeep Dubey},
editor = {Yoshua Bengio and
Yann LeCun},
title = {BlackOut: Speeding up Recurrent Neural Network Language Models With
Very Large Vocabularies},
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/1511.06909},
timestamp = {Thu, 14 Oct 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JiVSAD15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiSLD16,
author = {Shihao Ji and
Nadathur Satish and
Sheng Li and
Pradeep Dubey},
title = {Parallelizing Word2Vec in Shared and Distributed Memory},
journal = {CoRR},
volume = {abs/1604.04661},
year = {2016},
url = {http://arxiv.org/abs/1604.04661},
eprinttype = {arXiv},
eprint = {1604.04661},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JiSLD16.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiSLD16a,
author = {Shihao Ji and
Nadathur Satish and
Sheng Li and
Pradeep Dubey},
title = {Parallelizing Word2Vec in Multi-Core and Many-Core Architectures},
journal = {CoRR},
volume = {abs/1611.06172},
year = {2016},
url = {http://arxiv.org/abs/1611.06172},
eprinttype = {arXiv},
eprint = {1611.06172},
timestamp = {Thu, 19 Nov 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/corr/JiSLD16a.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/corr/JiYYMV15,
author = {Shihao Ji and
Hyokun Yun and
Pinar Yanardag and
Shin Matsushima and
S. V. N. Vishwanathan},
title = {WordRank: Learning Word Embeddings via Robust Ranking},
journal = {CoRR},
volume = {abs/1506.02761},
year = {2015},
url = {http://arxiv.org/abs/1506.02761},
eprinttype = {arXiv},
eprint = {1506.02761},
timestamp = {Mon, 13 Aug 2018 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/corr/JiYYMV15.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/ir/ChapelleJLVLW11,
author = {Olivier Chapelle and
Shihao Ji and
Ciya Liao and
Emre Velipasaoglu and
Larry Lai and
Su{-}Lin Wu},
title = {Intent-based diversification of web search results: metrics and algorithms},
journal = {Inf. Retr.},
volume = {14},
number = {6},
pages = {572--592},
year = {2011},
url = {https://doi.org/10.1007/s10791-011-9167-7},
doi = {10.1007/S10791-011-9167-7},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/ir/ChapelleJLVLW11.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/MoonDJLZ10,
author = {Taesup Moon and
Georges Dupret and
Shihao Ji and
Ciya Liao and
Zhaohui Zheng},
editor = {Jimmy X. Huang and
Nick Koudas and
Gareth J. F. Jones and
Xindong Wu and
Kevyn Collins{-}Thompson and
Aijun An},
title = {User behavior driven ranking without editorial judgments},
booktitle = {Proceedings of the 19th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2010, Toronto, Ontario, Canada, October 26-30,
2010},
pages = {1473--1476},
publisher = {{ACM}},
year = {2010},
url = {https://doi.org/10.1145/1871437.1871650},
doi = {10.1145/1871437.1871650},
timestamp = {Wed, 03 Aug 2022 15:48:33 +0200},
biburl = {https://dblp.org/rec/conf/cikm/MoonDJLZ10.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JiWC09,
author = {Shihao Ji and
Layne T. Watson and
Lawrence Carin},
title = {Semisupervised Learning of Hidden Markov Models via a Homotopy Method},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {31},
number = {2},
pages = {275--287},
year = {2009},
url = {https://doi.org/10.1109/TPAMI.2008.71},
doi = {10.1109/TPAMI.2008.71},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JiWC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiDC09,
author = {Shihao Ji and
David B. Dunson and
Lawrence Carin},
title = {Multitask Compressive Sensing},
journal = {{IEEE} Trans. Signal Process.},
volume = {57},
number = {1},
pages = {92--106},
year = {2009},
url = {https://doi.org/10.1109/TSP.2008.2005866},
doi = {10.1109/TSP.2008.2005866},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JiDC09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/cikm/LiLJZCD09,
author = {Xin Li and
Fan Li and
Shihao Ji and
Zhaohui Zheng and
Yi Chang and
Anlei Dong},
editor = {David Wai{-}Lok Cheung and
Il{-}Yeol Song and
Wesley W. Chu and
Xiaohua Hu and
Jimmy Lin},
title = {Incorporating robustness into web ranking evaluation},
booktitle = {Proceedings of the 18th {ACM} Conference on Information and Knowledge
Management, {CIKM} 2009, Hong Kong, China, November 2-6, 2009},
pages = {2007--2010},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1645953.1646288},
doi = {10.1145/1645953.1646288},
timestamp = {Sun, 02 Oct 2022 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/cikm/LiLJZCD09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/emnlp/DongCJLLZ09,
author = {Anlei Dong and
Yi Chang and
Shihao Ji and
Ciya Liao and
Xin Li and
Zhaohui Zheng},
title = {Empirical Exploitation of Click Data for Task Specific Ranking},
booktitle = {Proceedings of the 2009 Conference on Empirical Methods in Natural
Language Processing, {EMNLP} 2009, 6-7 August 2009, Singapore, {A}
meeting of SIGDAT, a Special Interest Group of the {ACL}},
pages = {1086--1095},
publisher = {{ACL}},
year = {2009},
url = {https://aclanthology.org/D09-1113/},
timestamp = {Fri, 06 Aug 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/emnlp/DongCJLLZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/JiZLZXCSZ09,
author = {Shihao Ji and
Ke Zhou and
Ciya Liao and
Zhaohui Zheng and
Gui{-}Rong Xue and
Olivier Chapelle and
Gordon Sun and
Hongyuan Zha},
editor = {James Allan and
Javed A. Aslam and
Mark Sanderson and
ChengXiang Zhai and
Justin Zobel},
title = {Global ranking by exploiting user clicks},
booktitle = {Proceedings of the 32nd Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2009,
Boston, MA, USA, July 19-23, 2009},
pages = {35--42},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1571941.1571950},
doi = {10.1145/1571941.1571950},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/JiZLZXCSZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/sigir/LiLJZ09,
author = {Fan Li and
Xin Li and
Shihao Ji and
Zhaohui Zheng},
editor = {James Allan and
Javed A. Aslam and
Mark Sanderson and
ChengXiang Zhai and
Justin Zobel},
title = {Comparing both relevance and robustness in selection of web ranking
functions},
booktitle = {Proceedings of the 32nd Annual International {ACM} {SIGIR} Conference
on Research and Development in Information Retrieval, {SIGIR} 2009,
Boston, MA, USA, July 19-23, 2009},
pages = {648--649},
publisher = {{ACM}},
year = {2009},
url = {https://doi.org/10.1145/1571941.1572059},
doi = {10.1145/1571941.1572059},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/sigir/LiLJZ09.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/spl/FangJXC08,
author = {Jun Fang and
Shihao Ji and
Ya Xue and
Lawrence Carin},
title = {Multitask Classification by Learning the Task Relevance},
journal = {{IEEE} Signal Process. Lett.},
volume = {15},
pages = {593--596},
year = {2008},
url = {https://doi.org/10.1109/LSP.2008.2001967},
doi = {10.1109/LSP.2008.2001967},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/spl/FangJXC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiXC08,
author = {Shihao Ji and
Ya Xue and
Lawrence Carin},
title = {Bayesian Compressive Sensing},
journal = {{IEEE} Trans. Signal Process.},
volume = {56},
number = {6},
pages = {2346--2356},
year = {2008},
url = {https://doi.org/10.1109/TSP.2007.914345},
doi = {10.1109/TSP.2007.914345},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JiXC08.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pr/JiC07,
author = {Shihao Ji and
Lawrence Carin},
title = {Cost-sensitive feature acquisition and classification},
journal = {Pattern Recognit.},
volume = {40},
number = {5},
pages = {1474--1485},
year = {2007},
url = {https://doi.org/10.1016/j.patcog.2006.11.008},
doi = {10.1016/J.PATCOG.2006.11.008},
timestamp = {Fri, 09 Apr 2021 01:00:00 +0200},
biburl = {https://dblp.org/rec/journals/pr/JiC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tgrs/HeJSC07,
author = {Lihan He and
Shihao Ji and
Waymond R. Scott and
Lawrence Carin},
title = {Adaptive Multimodality Sensing of Landmines},
journal = {{IEEE} Trans. Geosci. Remote. Sens.},
volume = {45},
number = {6-2},
pages = {1756--1774},
year = {2007},
url = {https://doi.org/10.1109/TGRS.2007.894933},
doi = {10.1109/TGRS.2007.894933},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tgrs/HeJSC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/tsp/JiPC07,
author = {Shihao Ji and
Ronald Parr and
Lawrence Carin},
title = {Nonmyopic Multiaspect Sensing With Partially Observable Markov Decision
Processes},
journal = {{IEEE} Trans. Signal Process.},
volume = {55},
number = {6-1},
pages = {2720--2730},
year = {2007},
url = {https://doi.org/10.1109/TSP.2007.893747},
doi = {10.1109/TSP.2007.893747},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/tsp/JiPC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/aaai/JiPLLC07,
author = {Shihao Ji and
Ronald Parr and
Hui Li and
Xuejun Liao and
Lawrence Carin},
title = {Point-Based Policy Iteration},
booktitle = {Proceedings of the Twenty-Second {AAAI} Conference on Artificial Intelligence,
July 22-26, 2007, Vancouver, British Columbia, Canada},
pages = {1243--1249},
publisher = {{AAAI} Press},
year = {2007},
url = {http://www.aaai.org/Library/AAAI/2007/aaai07-197.php},
timestamp = {Tue, 05 Sep 2023 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/aaai/JiPLLC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icml/JiC07,
author = {Shihao Ji and
Lawrence Carin},
editor = {Zoubin Ghahramani},
title = {Bayesian compressive sensing and projection optimization},
booktitle = {Machine Learning, Proceedings of the Twenty-Fourth International Conference
{(ICML} 2007), Corvallis, Oregon, USA, June 20-24, 2007},
series = {{ACM} International Conference Proceeding Series},
volume = {227},
pages = {377--384},
publisher = {{ACM}},
year = {2007},
url = {https://doi.org/10.1145/1273496.1273544},
doi = {10.1145/1273496.1273544},
timestamp = {Sun, 25 Oct 2020 01:00:00 +0200},
biburl = {https://dblp.org/rec/conf/icml/JiC07.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@article{DBLP:journals/pami/JiKC06,
author = {Shihao Ji and
Balaji Krishnapuram and
Lawrence Carin},
title = {Variational Bayes for Continuous Hidden Markov Models and Its Application
to Active Learning},
journal = {{IEEE} Trans. Pattern Anal. Mach. Intell.},
volume = {28},
number = {4},
pages = {522--532},
year = {2006},
url = {https://doi.org/10.1109/TPAMI.2006.85},
doi = {10.1109/TPAMI.2006.85},
timestamp = {Mon, 26 Oct 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/journals/pami/JiKC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/DasguptaJC06,
author = {Nilanjan Dasgupta and
Shihao Ji and
Lawrence Carin},
title = {Homotopy-Based Semi-Supervised Hidden Markov Tree for Texture Analysis},
booktitle = {2006 {IEEE} International Conference on Acoustics Speech and Signal
Processing, {ICASSP} 2006, Toulouse, France, May 14-19, 2006},
pages = {97--100},
publisher = {{IEEE}},
year = {2006},
url = {https://doi.org/10.1109/ICASSP.2006.1660288},
doi = {10.1109/ICASSP.2006.1660288},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/DasguptaJC06.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
@inproceedings{DBLP:conf/icassp/JiLC04,
author = {Shihao Ji and
Xuejun Liao and
Lawrence Carin},
title = {Adaptive multi-aspect target classification and detection with hidden
Markov models},
booktitle = {2004 {IEEE} International Conference on Acoustics, Speech, and Signal
Processing, {ICASSP} 2004, Montreal, Quebec, Canada, May 17-21, 2004},
pages = {125--128},
publisher = {{IEEE}},
year = {2004},
url = {https://doi.org/10.1109/ICASSP.2004.1326210},
doi = {10.1109/ICASSP.2004.1326210},
timestamp = {Tue, 29 Dec 2020 00:00:00 +0100},
biburl = {https://dblp.org/rec/conf/icassp/JiLC04.bib},
bibsource = {dblp computer science bibliography, https://dblp.org}
}
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