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ORCIDDefu Liu 0001
Person information
- affiliation: University of Electronic Science and Technology of China, China
Other persons with the same name
- Defu Liu (aka: De-fu Liu, De-Fu Liu) — disambiguation page
- Defu Liu 0002
![[0000-0002-8251-2733]](https://dblp.uni-trier.de./img/orcid-mark.12x12.png "0000-0002-8251-2733")
— Central South University, Changsha, China
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2020 – today
- 2024
[j8]Defu Liu, Ivor W. Tsang, Guowu Yang:
A Convergence Path to Deep Learning on Noisy Labels. IEEE Trans. Neural Networks Learn. Syst. 35(4): 5170-5182 (2024)- 2023
- [j7]Defu Liu, Wen Li, Lixin Duan, Ivor W. Tsang, Guowu Yang:
Noisy Label Learning With Provable Consistency for a Wider Family of Losses. IEEE Trans. Pattern Anal. Mach. Intell. 45(11): 13536-13552 (2023) - 2022
- [j6]Defu Liu, Jiayi Zhao, Jinzhao Wu, Guowu Yang, Fengmao Lv:
Multi-category classification with label noise by robust binary loss. Neurocomputing 482: 14-26 (2022) - 2021
- [j5]Jin Ning, Leiting Chen, Chuan Zhou, Defu Liu:
Multi-object Spatial-Temporal Anomaly Detection Using an LSTM-Based Framework. Neural Process. Lett. 53(3): 1811-1821 (2021) - [j4]Defu Liu, Jin Ning, Jinzhao Wu, Guowu Yang:
Extending Ordinary-Label Learning Losses to Complementary-Label Learning. IEEE Signal Process. Lett. 28: 852-856 (2021) - [c1]Defu Liu, Guowu Yang, Jinzhao Wu, Jiayi Zhao, Fengmao Lv:
Robust Binary Loss for Multi-Category Classification with Label Noise. ICASSP 2021: 1700-1704 - 2020
- [j3]Defu Liu, Guowu Yang, Yuchen Li, Jinzhao Wu, Fengmao Lv:
Gradient boosting tree for 1H-MRS Alzheimer diagnosis. Int. J. Data Min. Bioinform. 23(1): 12-29 (2020) - [j2]Yan Zhang, Defu Liu, Guowu Yang, Lin Hu:
Quantization-based hashing with optimal bits for efficient recommendation. Multim. Tools Appl. 79(45-46): 33907-33924 (2020)
2010 – 2019
- 2019
- [j1]Defu Liu, Guowu Yang, Yong Huang, Jinzhao Wu:
Inductive Method for Evaluating RFID Security Protocols. Wirel. Commun. Mob. Comput. 2019: 2138468:1-2138468:8 (2019)
Coauthor Index
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