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Chuan-Sheng Foo
Chuan-Sheng Foo
Institute for Infocomm Research; A*STAR Centre for Frontier AI Research
E-mail confirmado em cs.stanford.edu
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Citado por
Citado por
Ano
Expanded encyclopaedias of DNA elements in the human and mouse genomes
JE Moore, MJ Purcaro, HE Pratt, CB Epstein, N Shoresh, J Adrian, T Kawli, ...
Nature 583 (7818), 699-710, 2020
14292020
Efficient GAN-based anomaly detection
H Zenati, CS Foo, B Lecouat, G Manek, VR Chandrasekhar
arXiv preprint arXiv:1802.06222, 2018
8782018
Adversarially Learned Anomaly Detection
H Zenati, M Romain, CS Foo, B Lecouat, V Chandrasekhar
2018 IEEE International Conference on Data Mining (ICDM), 727-736, 2018
4972018
Optimistic mirror descent in saddle-point problems: Going the extra (gradient) mile
P Mertikopoulos, B Lecouat, H Zenati, CS Foo, V Chandrasekhar, ...
arXiv preprint arXiv:1807.02629, 2018
3692018
Interaction graph mining for protein complexes using local clique merging
XL Li, SH Tan, CS Foo, SK Ng
Genome Informatics 16 (2), 260-269, 2005
1872005
An evaluation of anomaly detection and diagnosis in multivariate time series
A Garg, W Zhang, J Samaran, R Savitha, CS Foo
IEEE Transactions on Neural Networks and Learning Systems 33 (6), 2508-2517, 2021
1682021
Large-scale whole-genome sequencing of three diverse Asian populations in Singapore
D Wu, J Dou, X Chai, C Bellis, A Wilm, CC Shih, WWJ Soon, N Bertin, ...
Cell 179 (3), 736-749. e15, 2019
1682019
Efficient multiple hyperparameter learning for log-linear models
CB Do, CS Foo, AY Ng
Advances in neural information processing systems, 377-384, 2008
1562008
Discovering protein complexes in dense reliable neighborhoods of protein interaction networks
XL Li, CS Foo, SK Ng
Comput Syst Bioinformatics Conf 6, 157-168, 2007
1302007
Contrastive adversarial domain adaptation for machine remaining useful life prediction
M Ragab, Z Chen, M Wu, CS Foo, CK Kwoh, R Yan, X Li
IEEE Transactions on Industrial Informatics 17 (8), 5239-5249, 2020
1152020
A max-margin model for efficient simultaneous alignment and folding of RNA sequences
CB Do, CS Foo, S Batzoglou
Bioinformatics 24 (13), i68-i76, 2008
1142008
The Unusual Effectiveness of Averaging in GAN Training.
Y Yazici, CS Foo, S Winkler, KH Yap, G Piliouras, V Chandrasekhar
ICLR (Poster), 2019
100*2019
Searching for rising stars in bibliography networks
XL Li, CS Foo, KL Tew, SK Ng
Database Systems for Advanced Applications, 288-292, 2009
842009
Gradient Driven Rewards to Guarantee Fairness in Collaborative Machine Learning
X Xinyi, L Lyu, X Ma, C Miao, CS Foo, BKH Low
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
82*2021
On representation knowledge distillation for graph neural networks
CK Joshi, F Liu, X Xun, J Lin, CS Foo
IEEE Transactions on Neural Networks and Learning Systems, 2022
692022
Revisiting Superpixels for Active Learning in Semantic Segmentation With Realistic Annotation Costs
L Cai, X Xu, JH Liew, CS Foo
Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2021
682021
Validation Free and Replication Robust Volume-based Data Valuation
X Xinyi, Z Wu, CS Foo, BKH Low
Thirty-Fifth Conference on Neural Information Processing Systems, 2021
66*2021
Proximal regularization for online and batch learning
CB Do, QV Le, CS Foo
Proceedings of the 26th Annual International Conference on Machine Learning …, 2009
662009
Adatime: A benchmarking suite for domain adaptation on time series data
M Ragab, E Eldele, WL Tan, CS Foo, Z Chen, M Wu, CK Kwoh, X Li
ACM Transactions on Knowledge Discovery from Data 17 (8), 1-18, 2023
652023
Incentivizing collaboration in machine learning via synthetic data rewards
SS Tay, X Xu, CS Foo, BKH Low
Proceedings of the AAAI Conference on Artificial Intelligence 36 (9), 9448-9456, 2022
482022
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