Cho-Jui Hsieh
发表
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2013,
NIPS.
James Demmel,
Zhao Zhang,
Cho-Jui Hsieh,
2017,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Kai-Yang Chiang,
2015,
NIPS.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2010,
KDD '10.
Wei Zhang,
Cho-Jui Hsieh,
Huan Zhang,
2017,
NIPS.
Yang Li,
Cho-Jui Hsieh,
Huan Zhang,
2019,
NeurIPS.
Cho-Jui Hsieh,
Dacheng Tao,
Xuanqing Liu,
2018,
ArXiv.
Cho-Jui Hsieh,
Chongruo Wu,
Yao Li,
2018,
ICLR.
Yang Li,
Sanjiv Kumar,
Cho-Jui Hsieh,
2018,
ICLR.
James Demmel,
Kurt Keutzer,
Zhao Zhang,
2017,
ICPP.
Cho-Jui Hsieh,
Chun-Ming Lai,
Xiaoyun Wang,
2018,
MILCOM 2018 - 2018 IEEE Military Communications Conference (MILCOM).
Cho-Jui Hsieh,
Shiyu Chang,
Sijia Liu,
2020,
ArXiv.
Cho-Jui Hsieh,
Zhenxin Xiao,
Puyudi Yang,
2019,
1909.04288.
Cho-Jui Hsieh,
Bo Li,
Huan Zhang,
2019,
ICLR.
Cho-Jui Hsieh,
Huan Zhang,
Venkatesh Akella,
2016,
2016 IEEE 16th International Conference on Data Mining (ICDM).
Jinfeng Yi,
Cho-Jui Hsieh,
Pin-Yu Chen,
2017,
ArXiv.
Cho-Jui Hsieh,
Huan Zhang,
Cho-Jui Hsieh,
2016,
2016 IEEE 16th International Conference on Data Mining (ICDM).
Jinfeng Yi,
Cho-Jui Hsieh,
Huan Zhang,
2017,
ACL.
Cho-Jui Hsieh,
Xuanqing Liu,
2018,
ArXiv.
Fast Training for Large-Scale One-versus-All Linear Classifiers using Tree-Structured Initialization
Cho-Jui Hsieh,
Michael P. Friedlander,
Huang Fang,
2019,
SDM.
Jinfeng Yi,
Cho-Jui Hsieh,
Pin-Yu Chen,
2018,
ICLR.
Cho-Jui Hsieh,
Wei Wei,
Minhao Cheng,
2019,
NAACL.
James Demmel,
Cho-Jui Hsieh,
Yuhui Wang,
2020,
ArXiv.
Cho-Jui Hsieh,
Huan Zhang,
Yijun Huang,
2016,
NIPS.
Jun Wang,
Daming Shi,
Cho-Jui Hsieh,
2018,
SDM.
Cho-Jui Hsieh,
Duane S. Boning,
Huan Zhang,
2019
.
Cho-Jui Hsieh,
Jun-Hyuk Kim,
Huan Zhang,
2019,
2019 IEEE/CVF International Conference on Computer Vision (ICCV).
Cho-Jui Hsieh,
2015
.
Cho-Jui Hsieh,
Xuanqing Liu,
2018,
ICML.
Peder A. Olsen,
Pradeep Ravikumar,
Inderjit S. Dhillon,
2014,
NIPS.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Hsiang-Fu Yu,
2014,
Knowl. Inf. Syst..
Cho-Jui Hsieh,
Bo Li,
Huan Zhang,
2020,
ArXiv.
Pradeep Ravikumar,
Cho-Jui Hsieh,
Xuanqing Liu,
2019,
ICLR.
Jinfeng Yi,
Zhi-Hua Zhou,
Cho-Jui Hsieh,
2019,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Si Si,
2016,
ICML.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Duane S. Boning,
2018,
ICML.
Michael I. Jordan,
Cho-Jui Hsieh,
Jianbo Chen,
2019,
AAAI.
James Demmel,
Richard W. Vuduc,
Cho-Jui Hsieh,
2018,
ICS.
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2012,
NIPS.
Cho-Jui Hsieh,
I-Chen Wu,
Ti-Rong Wu,
2020,
AAAI.
Cho-Jui Hsieh,
Da Yin,
Mark Yatskar,
2020,
ACL.
Cho-Jui Hsieh,
Sijia Liu,
Simranjit Singh,
2020,
ICLR.
Jinfeng Yi,
Kush R. Varshney,
Cho-Jui Hsieh,
2017,
NIPS.
Cho-Jui Hsieh,
Huan Zhang,
Jun-Ho Choi,
2020,
ACCV.
Cho-Jui Hsieh,
Huang Fang,
Minhao Cheng,
2017,
2017 IEEE International Conference on Data Mining (ICDM).
Cho-Jui Hsieh,
Kai-Wei Chang,
Chao Jiang,
2018,
NAACL-HLT.
Guangwen Yang,
Cho-Jui Hsieh,
Haohuan Fu,
2018,
J. Parallel Distributed Comput..
How much progress have we made in neural network training? A New Evaluation Protocol for Benchmarking Optimizers
pdf
Cho-Jui Hsieh,
Xuanqing Liu,
Si Si,
2020,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Kai-Yang Chiang,
2018,
J. Mach. Learn. Res..
Michael I. Jordan,
Cho-Jui Hsieh,
Jane-Ling Wang,
2018,
J. Mach. Learn. Res..
Peder A. Olsen,
Cho-Jui Hsieh,
Cho-Jui Hsieh,
2014,
ICML.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
S. V. N. Vishwanathan,
2016,
Computer.
Cho-Jui Hsieh,
Liwei Wang,
Ruiqi Gao,
2019,
NeurIPS.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2008,
ICML '08.
Cho-Jui Hsieh,
Jason D. Lee,
Xuanqing Liu,
2018
.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Si Si,
2014,
ICML.
Cho-Jui Hsieh,
Liwei Wu,
James Sharpnack,
2017,
KDD.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Hsiang-Fu Yu,
2012,
2012 IEEE 12th International Conference on Data Mining.
Shou-De Lin,
Hsuan-Tien Lin,
Chih-Jen Lin,
2009,
KDD Cup.
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2014,
J. Mach. Learn. Res..
Yong Jae Lee,
Cho-Jui Hsieh,
Krishna Kumar Singh,
2020,
NeurIPS.
Jinfeng Yi,
Cho-Jui Hsieh,
Huan Zhang,
2017,
AISec@CCS.
Jinfeng Yi,
Cho-Jui Hsieh,
Huan Zhang,
2018,
AAAI.
Cho-Jui Hsieh,
Huan Zhang,
Si Si,
2017,
ArXiv.
Cho-Jui Hsieh,
Tsui-Wei Weng,
Pin-Yu Chen,
2018,
NeurIPS.
Cho-Jui Hsieh,
Qin Ding,
Hsiang-Fu Yu,
2019,
AISTATS.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2008,
J. Mach. Learn. Res..
Cho-Jui Hsieh,
Liwei Wang,
Ruiqi Gao,
2019,
ArXiv.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2008,
KDD.
Machine Learning Meliorates Computing and Robustness in Discrete Combinatorial Optimization Problems
Cho-Jui Hsieh,
Fushing Hsieh,
Kevin Fujii,
2016,
Front. Appl. Math. Stat..
Cho-Jui Hsieh,
Xuanqing Liu,
Cho-Jui Hsieh,
2018,
2019 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Cho-Jui Hsieh,
Fushing Hsieh,
Kevin Fujii,
2017,
2017 16th IEEE International Conference on Machine Learning and Applications (ICMLA).
Cho-Jui Hsieh,
Huan Zhang,
Minhao Cheng,
2019,
ArXiv.
Cho-Jui Hsieh,
Kai-Wei Chang,
Patrick H. Chen,
2019,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Huan Zhang,
2017,
ICML.
Cho-Jui Hsieh,
Wei Wei,
Bo Dai,
2019,
ArXiv.
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2015,
NIPS.
Cho-Jui Hsieh,
Xuanqing Liu,
Si Si,
2019,
ArXiv.
Jinfeng Yi,
Kush R. Varshney,
Cho-Jui Hsieh,
2017,
ArXiv.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2008,
J. Mach. Learn. Res..
Yang Li,
Cho-Jui Hsieh,
Ciprian Chelba,
2018,
NeurIPS.
Cho-Jui Hsieh,
Patrick H. Chen,
2018
.
Cho-Jui Hsieh,
Xuanqing Liu,
Xiaoyun Wang,
2019,
ArXiv.
Cho-Jui Hsieh,
Minhao Cheng,
2018,
IJCAI.
James Demmel,
Kurt Keutzer,
Cho-Jui Hsieh,
2019,
SC.
Zhen Zhang,
Cho-Jui Hsieh,
Huang Fang,
2017,
IJCAI.
Cho-Jui Hsieh,
Liwei Wu,
James Sharpnack,
2020,
RecSys.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Hsiang-Fu Yu,
2015,
ICML.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Duane S. Boning,
2019,
ICLR.
Cho-Jui Hsieh,
Yi Zhou,
Xiaoqing Zheng,
2020,
ACL.
Ian Davidson,
Cho-Jui Hsieh,
Minhao Cheng,
2018,
ICML.
Nagarajan Natarajan,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2014,
ICML.
James Demmel,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2016,
NIPS.
Cho-Jui Hsieh,
Huan Zhang,
Xuanqing Liu,
2017,
ECCV.
Cho-Jui Hsieh,
Yao Li,
Fushing Hsieh,
2018,
NeurIPS.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
S. V. N. Vishwanathan,
2013,
Proc. VLDB Endow..
Liu Liu,
Cho-Jui Hsieh,
Dacheng Tao,
2018,
ArXiv.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2011,
TKDD.
Cho-Jui Hsieh,
Deepak Agarwal,
Xinyi Huang,
2013,
WWW.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
S. V. N. Vishwanathan,
2014,
WWW.
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2013,
NIPS.
Yihan Wang,
Cho-Jui Hsieh,
Minlie Huang,
2020
.
Cho-Jui Hsieh,
Xiaojin Zhu,
Xuanqing Liu,
2019,
NeurIPS.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Hsiang-Fu Yu,
2016,
NIPS.
Yong Jae Lee,
Cho-Jui Hsieh,
Krishna Kumar Singh,
2019,
NeurIPS 2019.
James Demmel,
Kurt Keutzer,
Cho-Jui Hsieh,
2017
.
Cho-Jui Hsieh,
Liwei Wu,
James Sharpnack,
2018,
ICML.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2009,
ACL.
Jinfeng Yi,
Cho-Jui Hsieh,
Huan Zhang,
2018,
ICLR.
James Demmel,
Kurt Keutzer,
Cho-Jui Hsieh,
2019,
IEEE Transactions on Parallel and Distributed Systems.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Kai-Yang Chiang,
2012,
KDD.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Si Si,
2013,
ICML.
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2014,
NIPS.
Cho-Jui Hsieh,
Jason D. Lee,
Xuanqing Liu,
2017,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Si Si,
2017,
KDD.
AutoZOOM: Autoencoder-based Zeroth Order Optimization Method for Attacking Black-box Neural Networks
Jinfeng Yi,
Cho-Jui Hsieh,
Huan Zhang,
2018,
AAAI.
Jinfeng Yi,
Cho-Jui Hsieh,
Huan Zhang,
2017,
AAAI.
RecurJac: An Efficient Recursive Algorithm for Bounding Jacobian Matrix of Neural Networks and Its Applications
pdf
Cho-Jui Hsieh,
Huan Zhang,
Pengchuan Zhang,
2018,
AAAI.
James Demmel,
Cho-Jui Hsieh,
Yang You,
2019,
ArXiv.
Cho-Jui Hsieh,
Wei Wang,
Jyun-Yu Jiang,
2020,
WWW.
Cho-Jui Hsieh,
Kai-Wei Chang,
Liunian Harold Li,
2019,
Transactions of the Association for Computational Linguistics.
Jong-Seok Lee,
Cho-Jui Hsieh,
Seong-Eun Moon,
2020,
Neural Networks.
Cho-Jui Hsieh,
Kai-Wei Chang,
Da Yin,
2019,
ArXiv.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2010,
J. Mach. Learn. Res..
Cho-Jui Hsieh,
Duane S. Boning,
Yang Li,
2020,
NeurIPS.
Cho-Jui Hsieh,
Shuqing Li,
Liwei Wu,
2019,
ArXiv.
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2010,
J. Mach. Learn. Res..
Liu Liu,
Cho-Jui Hsieh,
Dacheng Tao,
2018,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Kai-Yang Chiang,
2017,
AISTATS.
Cho-Jui Hsieh,
Hsiang-Fu Yu,
Liwei Wu,
2019,
AISTATS.
James Demmel,
Kurt Keutzer,
Jing Li,
2019,
ICLR.
Cho-Jui Hsieh,
Sanjiv Kumar,
Sashank Reddi,
2020,
ICLR.
Generating universal language adversarial examples by understanding and enhancing the transferability across neural models
pdf
Cho-Jui Hsieh,
Yi Zhou,
Xiaoqing Zheng,
2020,
ArXiv.
Cho-Jui Hsieh,
Xuanqing Liu,
Jiachen Zhong,
2020,
ArXiv.
Cho-Jui Hsieh,
Shuqing Li,
Liwei Wu,
2019,
NeurIPS.
Cho-Jui Hsieh,
Hsiang-Fu Yu,
Xuanqing Liu,
2020,
ICML.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Cho-Jui Hsieh,
2011,
KDD.
Xiangning Chen,
Cho-Jui Hsieh,
2020,
ICML.
Optimal Transport Classifier: Defending Against Adversarial Attacks by Regularized Deep Embedding
pdf
Cho-Jui Hsieh,
Martin Renqiang Min,
Yao Li,
2018,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Si Si,
2014,
NIPS.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Kai-Yang Chiang,
2016,
ICML.
Samy Bengio,
Yang Li,
Cho-Jui Hsieh,
2019,
KDD.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Hsiang-Fu Yu,
2019,
AISTATS.
Cho-Jui Hsieh,
Huan Zhang,
Tsui-Wei Weng,
2018,
2018 IEEE Global Conference on Signal and Information Processing (GlobalSIP).
Cho-Jui Hsieh,
Yukun Ma,
Patrick H. Chen,
2019,
EMNLP.
Cho-Jui Hsieh,
Shiyu Chang,
Sijia Liu,
2019
.
Cho-Jui Hsieh,
Greg Yang,
Huan Zhang,
2019,
NeurIPS.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Si Si,
2016,
ArXiv.
Cho-Jui Hsieh,
Thomas C. M. Lee,
Yuefeng Liang,
2018,
ArXiv.
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Kai-Yang Chiang,
2016,
KDD.
Cho-Jui Hsieh,
Wen-Lian Hsu,
Wei Wei,
2019,
ArXiv.
Cho-Jui Hsieh,
Xiaoyun Wang,
Shyhtsun Felix Wu,
2018,
ArXiv.
Nagarajan Natarajan,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2013,
J. Mach. Learn. Res..
Chih-Jen Lin,
Cho-Jui Hsieh,
Kai-Wei Chang,
2009,
ACL/IJCNLP.
Cho-Jui Hsieh,
Kai-Wei Chang,
Zhouxing Shi,
2021,
ArXiv.
Cho-Jui Hsieh,
Minhao Cheng,
Yao Li,
2021,
The American Statistician.
Xiangning Chen,
Cho-Jui Hsieh,
Minhao Cheng,
2020,
ICLR.
Cho-Jui Hsieh,
Minhao Cheng,
Xiaocheng Tang,
2021,
ICLR.
Cho-Jui Hsieh,
Kai-Wei Chang,
Jieyu Zhao,
2021,
NAACL.
Cho-Jui Hsieh,
Boqing Gong,
Mingxing Tan,
2021,
2021 IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR).
Cho-Jui Hsieh,
Pei-Hung Chen,
Wei Wei,
2021,
ICML.
Cho-Jui Hsieh,
Thomas C. M. Lee,
Yao Li,
2021,
ArXiv.
Cho-Jui Hsieh,
Srikumar Ramalingam,
Kishore Papineni,
2021,
ArXiv.
Syndicated Bandits: A Framework for Auto Tuning Hyper-parameters in Contextual Bandit Algorithms
pdf
Cho-Jui Hsieh,
James Sharpnack,
Qin Ding,
2021,
ArXiv.
Deep Image Destruction: A Comprehensive Study on Vulnerability of Deep Image-to-Image Models against Adversarial Attacks
pdf
Jun-Ho Choi,
Cho-Jui Hsieh,
Jun-Hyuk Kim,
2021,
ArXiv.
Cho-Jui Hsieh,
Xiangning Chen,
Shanda Li,
2021,
ArXiv.
Jinfeng Yi,
Cho-Jui Hsieh,
Zhouxing Shi,
2021,
ArXiv.
Cho-Jui Hsieh,
Olgica Milenkovic,
Hsiang-Fu Yu,
2021,
ArXiv.
RandomRooms: Unsupervised Pre-training from Synthetic Shapes and Randomized Layouts for 3D Object Detection
pdf
Jiwen Lu,
Cho-Jui Hsieh,
Yongming Rao,
2021,
2021 IEEE/CVF International Conference on Computer Vision (ICCV).
Inderjit S. Dhillon,
Cho-Jui Hsieh,
Hsiang-Fu Yu,
2021,
NeurIPS.
Cho-Jui Hsieh,
Kai-Wei Chang,
Linyang Li,
2021,
EMNLP.
Jinfeng Yi,
Cho-Jui Hsieh,
Yunxiao Qin,
2021,
ArXiv.
Beta-CROWN: Efficient Bound Propagation with Per-neuron Split Constraints for Complete and Incomplete Neural Network Verification
pdf
Cho-Jui Hsieh,
Suman Jana,
Shiqi Wang,
2021,
ArXiv.
Cho-Jui Hsieh,
Boqing Gong,
Xiangning Chen,
2021,
ArXiv.
Cho-Jui Hsieh,
Jwala Dhamala,
Mehrnoosh Sameki,
2021,
KDD.
Samy Bengio,
Cho-Jui Hsieh,
Si Si,
2021,
NeurIPS.
Jiwen Lu,
Jie Zhou,
Cho-Jui Hsieh,
2021,
NeurIPS.
Jinfeng Yi,
Cho-Jui Hsieh,
Yunxiao Qin,
2021,
AAAI.
Cho-Jui Hsieh,
James Sharpnack,
Qin Ding,
2021,
ArXiv.
Jinfeng Yi,
Cho-Jui Hsieh,
Zhouxing Shi,
2021
.
Cho-Jui Hsieh,
Radu Soricut,
Ming-Hsuan Yang,
2021,
Comput. Vis. Image Underst..
Cho-Jui Hsieh,
Hsiang-Fu Yu,
Inderjit Dhillon,
2021,
NAACL.
Fast and Complete: Enabling Complete Neural Network Verification with Rapid and Massively Parallel Incomplete Verifiers
pdf
Cho-Jui Hsieh,
Suman Jana,
Shiqi Wang,
2021,
ICLR.
Xuanjing Huang,
Cho-Jui Hsieh,
Kai-Wei Chang,
2021,
ACL.
Cho-Jui Hsieh,
Minhao Cheng,
Ruochen Wang,
2021,
2021 IEEE/CVF International Conference on Computer Vision (ICCV).
Cho-Jui Hsieh,
Bo Li,
Sijia Liu,
2021,
KDD.
Cho-Jui Hsieh,
Suman Jana,
Kaidi Xu,
2021,
NeurIPS.
Cho-Jui Hsieh,
Minhao Cheng,
Xiangning Chen,
2021,
ICLR.
Jinfeng Yi,
Cho-Jui Hsieh,
Rulin Shao,
2021,
ArXiv.
Jiwen Lu,
Jie Zhou,
Cho-Jui Hsieh,
2021,
AAAI.
Cho-Jui Hsieh,
James Sharpnack,
Qin Ding,
2021,
AISTATS.
Cho-Jui Hsieh,
Jaehui Hwang,
Huan Zhang,
2021,
ArXiv.
Cho-Jui Hsieh,
Kai-wei Chang,
Xiaoqing Zheng,
2020,
EMNLP.
James Demmel,
Richard W. Vuduc,
Cho-Jui Hsieh,
2021,
CCF Transactions on High Performance Computing.
Jinfeng Yi,
Cho-Jui Hsieh,
Pin-Yu Chen,
2021,
ArXiv.
Pradeep Ravikumar,
Inderjit S. Dhillon,
Cho-Jui Hsieh,
2012
.
Cho-Jui Hsieh,
Puyudi Yang,
Jane-Ling Wang,
2018,
1802.05447.