Shao-Yuan Li

Publication Activity (10 Years)

Years Active: 2003-2024
Publications (10 Years): 17

Top Topics

Personalized Ranking

Supervised Learning

Top Venues

IEEE Trans. Knowl. Data Eng.

Publications

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 (2024)
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) (2024)
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)
Siyin Huang, Shao-Yuan Li, Songcan Chen
Personalized Federated Semi-Supervised Learning with Black-Box Models. ICDM (2023)
Ye Shi, Shao-Yuan Li, Sheng-Jun Huang
Learning from crowds with sparse and imbalanced annotations. Mach. Learn. 112 (6) (2023)
Shao-Yuan Li, Ye Shi, Sheng-Jun Huang, Songcan Chen
Improving deep label noise learning with dual active label correction. Mach. Learn. 111 (3) (2022)
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 (2022)
Ye Shi, Shao-Yuan Li, Sheng-Jun Huang
Learning from Crowds with Sparse and Imbalanced Annotations. CoRR (2021)
Meng-Long Wei, Shao-Yuan Li, Sheng-Jun Huang
Weakly Supervised Crowdsourcing Learning Based on Adversarial Consensus. CSCI (2021)
Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen
Crowdsourcing aggregation with deep Bayesian learning. Sci. China Inf. Sci. 64 (3) (2021)
Zhao-Yang Liu, Shao-Yuan Li, Songcan Chen, Yao Hu, Sheng-Jun Huang
Uncertainty Aware Graph Gaussian Process for Semi-Supervised Learning. AAAI (2020)
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) (2020)
Shao-Yuan Li, Yuan Jiang, Nitesh V. Chawla, Zhi-Hua Zhou
Multi-Label Learning from Crowds. IEEE Trans. Knowl. Data Eng. 31 (7) (2019)
Shao-Yuan Li, Yuan Jiang
Multi-label Crowdsourcing Learning with Incomplete Annotations. PRICAI (1) (2018)
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)
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)
Dongming Liu, Shao-Yuan Li
Predictive zone control of pressure management for water supply network systems. Int. J. Autom. Comput. 13 (6) (2016)
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
Multi-Label Active Learning from Crowds. CoRR (2015)
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
Partial Multi-View Clustering. AAAI (2014)
Tao Zou, Shao-Yuan Li
Stabilization via extended nonquadratic boundedness for constrained nonlinear systems in Takagi-Sugeno's form. J. Frankl. Inst. 348 (10) (2011)
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) (2007)
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) (2004)
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) (2004)
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) (2004)
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) (2003)
Xi-Huai Wang, Shao-Yuan Li, Yu-Geng Xi
Soft sensor modeling for slab temperature estimation. FUZZ-IEEE (2003)