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2020 – today
- 2024
[j11]Jia-Yao Chen
, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen, Lei Wang, Ming-Kun Xie:
UNM: A Universal Approach for Noisy Multi-Label Learning. IEEE Trans. Knowl. Data Eng. 36(9): 4968-4980 (2024)- [c8]Wenhai Wan, Xinrui Wang, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen:
Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning. AAAI 2024: 15438-15446 - [c7]Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang:
NanoAdapt: Mitigating Negative Transfer in Test Time Adaptation with Extremely Small Batch Sizes. IJCAI 2024: 5572-5580 - [i4]Hamed Hemati, Lorenzo Pellegrini, Xiaotian Duan, Zixuan Zhao, Fangfang Xia, Marc Masana, Benedikt Tscheschner, Eduardo Veas, Yuxiang Zheng, Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang, Vincenzo Lomonaco, Gido M. van de Ven:
Continual Learning in the Presence of Repetition. CoRR abs/2405.04101 (2024) - 2023
- [j10]Ye Shi, Shao-Yuan Li, Sheng-Jun Huang:
Learning from crowds with sparse and imbalanced annotations. Mach. Learn. 112(6): 1823-1845 (2023) - 2022
- [i3]Chen-Chen Zong, Zheng-Tao Cao, Hong-Tao Guo, Yun Du, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang:
Noise-Robust Bidirectional Learning with Dynamic Sample Reweighting. CoRR abs/2209.01334 (2022) - 2021
- [c6]Meng-Long Wei, Shao-Yuan Li, Sheng-Jun Huang:
Weakly Supervised Crowdsourcing Learning Based on Adversarial Consensus. CSCI 2021: 47-51 - [i2]Ye Shi, Shao-Yuan Li, Sheng-Jun Huang:
Learning from Crowds with Sparse and Imbalanced Annotations. CoRR abs/2107.05039 (2021) - 2020
- [j9]Sheng-Jun Huang, Guo-Xiang Li, Wen-Yu Huang, Shao-Yuan Li:
Incremental Multi-Label Learning with Active Queries. J. Comput. Sci. Technol. 35(2): 234-246 (2020)
2010 – 2019
- 2019
- [j8]Shao-Yuan Li, Yuan Jiang, Nitesh V. Chawla, Zhi-Hua Zhou:
Multi-Label Learning from Crowds. IEEE Trans. Knowl. Data Eng. 31(7): 1369-1382 (2019) - 2018
- [c5]Shao-Yuan Li, Yuan Jiang:
Multi-label Crowdsourcing Learning with Incomplete Annotations. PRICAI (1) 2018: 232-245 - 2017
- [c4]Daizong Ding, Mi Zhang, Shao-Yuan Li, Jie Tang, Xiaotie Chen, Zhi-Hua Zhou:
BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network. CIKM 2017: 1479-1488 - [c3]Wei Wang, Xiang-Yu Guo, Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou:
Obtaining High-Quality Label by Distinguishing between Easy and Hard Items in Crowdsourcing. IJCAI 2017: 2964-2970 - 2016
- [j7]Dongming Liu, Shao-Yuan Li:
Predictive zone control of pressure management for water supply network systems. Int. J. Autom. Comput. 13(6): 607-614 (2016) - 2015
- [i1]Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou:
Multi-Label Active Learning from Crowds. CoRR abs/1508.00722 (2015) - 2014
- [c2]Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou:
Partial Multi-View Clustering. AAAI 2014: 1968-1974 - 2011
- [j6]Tao Zou, Shao-Yuan Li:
Stabilization via extended nonquadratic boundedness for constrained nonlinear systems in Takagi-Sugeno's form. J. Frankl. Inst. 348(10): 2849-2862 (2011)
2000 – 2009
- 2007
- [j5]Chao-Fang Hu, Chang-Jun Teng, Shao-Yuan Li:
A fuzzy goal programming approach to multi-objective optimization problem with priorities. Eur. J. Oper. Res. 176(3): 1319-1333 (2007) - 2004
- [j4]Shao-Yuan Li, Tao Zou, Yi-Peng Yang:
Finding the fuzzy satisfying solutions to constrained optimal control systems and application to robot path planning. Int. J. Gen. Syst. 33(2-3): 321-337 (2004) - [j3]Shao-Yuan Li, Hu Wu, Yi-Peng Yang:
Receding Horizon Fuzzy Optimization Under Local Information Environment With A Case Study. Int. J. Inf. Technol. Decis. Mak. 3(1): 109-127 (2004) - [j2]Ning Li, Shao-Yuan Li:
Stability analysis and design of T-S fuzzy control system with simplified linear rule consequent. IEEE Trans. Syst. Man Cybern. Part B 34(1): 788-795 (2004) - 2003
- [j1]Shao-Yuan Li, Yi-Peng Yang:
On-Line Constrained Predictive Control Algorithm using Multi-Objective Fuzzy-Optimization and a Case Study. Fuzzy Optim. Decis. Mak. 2(2): 123-142 (2003) - [c1]Xi-Huai Wang, Shao-Yuan Li, Yu-Geng Xi:
Soft sensor modeling for slab temperature estimation. FUZZ-IEEE 2003: 1452-1454
Coauthor Index
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