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Chuan-Sheng Foo
Chuan-Sheng Foo
Institute for Infocomm Research; A*STAR Centre for Frontier AI Research
Verified email at cs.stanford.edu
Title
Cited by
Cited by
Year
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
12362020
Efficient GAN-based anomaly detection
H Zenati, CS Foo, B Lecouat, G Manek, VR Chandrasekhar
arXiv preprint arXiv:1802.06222, 2018
8162018
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
4462018
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
3392018
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
1922005
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
1502019
Efficient multiple hyperparameter learning for log-linear models
CB Do, CS Foo, AY Ng
Advances in neural information processing systems, 377-384, 2008
1482008
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
1352007
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
1272021
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
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
982020
The Unusual Effectiveness of Averaging in GAN Training.
Y Yazici, CS Foo, S Winkler, KH Yap, G Piliouras, V Chandrasekhar
ICLR (Poster), 2019
87*2019
Searching for rising stars in bibliography networks
XL Li, CS Foo, KL Tew, SK Ng
Database Systems for Advanced Applications, 288-292, 2009
822009
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
69*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
652009
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
562021
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
532022
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
51*2021
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
442023
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
422022
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Articles 1–20