Soft sensor modeling for slab temperature estimation. - Xi-Huai Wang; Shao-Yuan Li; Yu-Geng Xi (FUZZ-IEEE, 2003)

On-Line Constrained Predictive Control Algorithm using Multi-Objective Fuzzy-Optimization and a Case Study. - Shao-Yuan Li; Yi-Peng Yang (Fuzzy Optim. Decis. Mak., 2003)

Finding the fuzzy satisfying solutions to constrained optimal control systems and application to robot path planning. - Shao-Yuan Li; Tao Zou; Yi-Peng Yang (Int. J. Gen. Syst., 2004)

Receding Horizon Fuzzy Optimization Under Local Information Environment With A Case Study. - Shao-Yuan Li; Hu Wu 003; Yi-Peng Yang (Int. J. Inf. Technol. Decis. Mak., 2004)

Stability analysis and design of T-S fuzzy control system with simplified linear rule consequent. - Ning Li; Shao-Yuan Li (IEEE Trans. Syst. Man Cybern. Part B, 2004)

A fuzzy goal programming approach to multi-objective optimization problem with priorities. - Chao-Fang Hu; Chang-Jun Teng; Shao-Yuan Li (Eur. J. Oper. Res., 2007)

Stabilization via extended nonquadratic boundedness for constrained nonlinear systems in Takagi-Sugeno's form. - Tao Zou; Shao-Yuan Li (J. Frankl. Inst., 2011)

Partial Multi-View Clustering. - Shao-Yuan Li; Yuan Jiang 001; Zhi-Hua Zhou (AAAI, 2014)

Multi-Label Active Learning from Crowds. - Shao-Yuan Li; Yuan Jiang 001; Zhi-Hua Zhou (CoRR, 2015)

Predictive zone control of pressure management for water supply network systems. - Dongming Liu; Shao-Yuan Li (Int. J. Autom. Comput., 2016)

BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network. - Daizong Ding; Mi Zhang 001; Shao-Yuan Li; Jie Tang 001; Xiaotie Chen; Zhi-Hua Zhou (CIKM, 2017)

Obtaining High-Quality Label by Distinguishing between Easy and Hard Items in Crowdsourcing. - Wei Wang 028; Xiang-Yu Guo; Shao-Yuan Li; Yuan Jiang 001; Zhi-Hua Zhou (IJCAI, 2017)

Multi-label Crowdsourcing Learning with Incomplete Annotations. - Shao-Yuan Li; Yuan Jiang 001 (PRICAI (1), 2018)

Multi-Label Learning from Crowds. - Shao-Yuan Li; Yuan Jiang 001; Nitesh V. Chawla; Zhi-Hua Zhou (IEEE Trans. Knowl. Data Eng., 2019)

Incremental Multi-Label Learning with Active Queries. - Sheng-Jun Huang; Guo-Xiang Li; Wen-Yu Huang; Shao-Yuan Li (J. Comput. Sci. Technol., 2020)

Weakly Supervised Crowdsourcing Learning Based on Adversarial Consensus. - Meng-Long Wei; Shao-Yuan Li; Sheng-Jun Huang (CSCI, 2021)

Noise-Robust Bidirectional Learning with Dynamic Sample Reweighting. - Chen-Chen Zong; Zheng-Tao Cao; Hong-Tao Guo; Yun Du; Ming-Kun Xie; Shao-Yuan Li; Sheng-Jun Huang (CoRR, 2022)

Learning from crowds with sparse and imbalanced annotations. - Ye Shi 004; Shao-Yuan Li; Sheng-Jun Huang (Mach. Learn., 2023)

Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning. - Wenhai Wan; Xinrui Wang 003; Ming-Kun Xie; Shao-Yuan Li; Sheng-Jun Huang; Songcan Chen (AAAI, 2024)

NanoAdapt: Mitigating Negative Transfer in Test Time Adaptation with Extremely Small Batch Sizes. - Shiji Zhao; Shao-Yuan Li; Sheng-Jun Huang (IJCAI, 2024)

Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning. - Xinrui Wang 003; Chuanxing Geng; Wenhai Wan; Shao-Yuan Li; Songcan Chen (NeurIPS, 2024)

UNM: A Universal Approach for Noisy Multi-Label Learning. - Jia-Yao Chen; Shao-Yuan Li; Sheng-Jun Huang; Songcan Chen; Lei Wang 226; Ming-Kun Xie (IEEE Trans. Knowl. Data Eng., 2024)

MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse. - Zijian Tao; Shao-Yuan Li; Wenhai Wan; Jinpeng Zheng; Jia-Yao Chen; Yuchen Li; Sheng-Jun Huang; Songcan Chen (AAAI, 2025)

Continual learning in the presence of repetition. - Hamed Hemati; Lorenzo Pellegrini; Xiaotian Duan; Zixuan Zhao; Fangfang Xia; Marc Masana; Benedikt Tscheschner; Eduardo E. Veas; Yuxiang Zheng; Shiji Zhao; Shao-Yuan Li; Sheng-Jun Huang; et al. (Neural Networks, 2025)

Handling Noisy Annotation for Remote Sensing Semantic Segmentation via Boundary-Aware Knowledge Distillation. - Yue Sun; Dong Liang 008; Shao-Yuan Li; Songcan Chen; Sheng-Jun Huang (IEEE Trans. Geosci. Remote. Sens., 2025)

Robust domain adaptation with noisy and shifted label distribution. - Shao-Yuan Li; Shi-Ji Zhao; Zheng-Tao Cao; Sheng-Jun Huang; Songcan Chen (Frontiers Comput. Sci., 2025)