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ORCIDKai Fong Ernest Chong
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Journal Articles
- 2024
[j4]Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek:
The Role of Federated Learning in a Wireless World with Foundation Models. IEEE Wirel. Commun. 31(3): 42-49 (2024)- 2023
- [j3]Xia Huang, Kai Fong Ernest Chong
:
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence. Int. J. Comput. Vis. 131(11): 3035-3059 (2023) - 2021
- [j2]Kai Fong Ernest Chong, Eran Nevo:
Flag complexes and homology. J. Comb. Theory A 182: 105466 (2021) - 2011
- [j1]Ernest Kurniawan, Sumei Sun, Kai Yen, Kai Fong Ernest Chong:
Application of Network Coding in Rateless Transmission over Wireless Relay Networks. IEEE Trans. Commun. 59(2): 507-517 (2011)
Conference and Workshop Papers
- 2024
- [c10]Zihan Chen, Howard H. Yang, Kai Fong Ernest Chong, Tony Q. S. Quek:
Personalizing Semantic Communication: A Foundation Model Approach. SPAWC 2024: 846-850 - 2023
- [c9]Jingyi Xu, Tushar Vaidya, Yufei Wu, Saket Chandra, Zhangsheng Lai, Kai Fong Ernest Chong:
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices. CVPR 2023: 6715-6724 - [c8]Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong:
Spectral Co-Distillation for Personalized Federated Learning. NeurIPS 2023 - 2022
- [c7]Jingyi Xu, Zihan Chen, Tony Q. S. Quek, Kai Fong Ernest Chong:
FedCorr: Multi-Stage Federated Learning for Label Noise Correction. CVPR 2022: 10174-10183 - 2021
- [c6]Jingyi Xu, Tony Q. S. Quek, Kai Fong Ernest Chong:
Training Classifiers that are Universally Robust to All Label Noise Levels. IJCNN 2021: 1-8 - 2020
- [c5]Kai Fong Ernest Chong:
A closer look at the approximation capabilities of neural networks. ICLR 2020 - 2011
- [c4]Ernest Kurniawan, Kai Fong Ernest Chong, Sumei Sun, Kai Yen:
Application of FASTAR Code in Multimedia Broadcast Multicast Service. VTC Spring 2011: 1-5 - [c3]Ernest Kurniawan, Kai Fong Ernest Chong, Sumei Sun, Kai Yen:
Outage analysis of Joint Channel-Network Coding and its dependence on the interleaver pattern. WCNC 2011: 2000-2005 - 2010
- [c2]Ernest Kurniawan, Sumei Sun, Kai Yen, Kai Fong Ernest Chong:
Improving error performance of Joint Channel and Network Coding in Multiple Access Relay Channel. ISITA 2010: 145-150 - [c1]Ernest Kurniawan, Sumei Sun, Kai Yen, Kai Fong Ernest Chong:
Network Coded Transmission of Fountain Codes over Cooperative Relay Networks. WCNC 2010: 1-6
Informal and Other Publications
- 2024
- [i11]Zihan Chen, Howard H. Yang, Tony Q. S. Quek, Kai Fong Ernest Chong:
Spectral Co-Distillation for Personalized Federated Learning. CoRR abs/2401.17124 (2024) - [i10]Jiaxing Li, Zihan Chen, Kai Fong Ernest Chong, Bikramjit Das, Tony Q. S. Quek, Howard H. Yang:
Robust Federated Learning Over the Air: Combating Heavy-Tailed Noise with Median Anchored Clipping. CoRR abs/2409.15100 (2024) - 2023
- [i9]Jingyi Xu, Tushar Vaidya, Yufei Wu, Saket Chandra, Zhangsheng Lai, Kai Fong Ernest Chong:
Abstract Visual Reasoning: An Algebraic Approach for Solving Raven's Progressive Matrices. CoRR abs/2303.11730 (2023) - [i8]Xia Huang, Kai Fong Ernest Chong:
GenKL: An Iterative Framework for Resolving Label Ambiguity and Label Non-conformity in Web Images Via a New Generalized KL Divergence. CoRR abs/2307.09810 (2023) - [i7]Zihan Chen, Howard H. Yang, Y. C. Tay, Kai Fong Ernest Chong, Tony Q. S. Quek:
The Role of Federated Learning in a Wireless World with Foundation Models. CoRR abs/2310.04003 (2023) - 2022
- [i6]Jingyi Xu, Zihan Chen, Tony Q. S. Quek, Kai Fong Ernest Chong:
FedCorr: Multi-Stage Federated Learning for Label Noise Correction. CoRR abs/2204.04677 (2022) - 2021
- [i5]Jingyi Xu, Tony Q. S. Quek, Kai Fong Ernest Chong:
Training Classifiers that are Universally Robust to All Label Noise Levels. CoRR abs/2105.13892 (2021) - [i4]Zihan Chen, Kai Fong Ernest Chong, Tony Q. S. Quek:
Dynamic Attention-based Communication-Efficient Federated Learning. CoRR abs/2108.05765 (2021) - 2020
- [i3]Kai Fong Ernest Chong:
A closer look at the approximation capabilities of neural networks. CoRR abs/2002.06505 (2020) - 2010
- [i2]Kai Fong Ernest Chong, Ernest Kurniawan, Sumei Sun, Kai Yen:
Fountain Codes with Varying Probability Distributions. CoRR abs/1001.1798 (2010) - [i1]Ernest Kurniawan, Sumei Sun, Kai Yen, Kai Fong Ernest Chong:
Network Coded Transmission of Fountain Codes over Cooperative Relay Networks. CoRR abs/1005.2443 (2010)
Coauthor Index
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