Shao-Yuan Li

35 papers A* 9A 1B 1Journal 22Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Filter, Obstruct, and Dilute: Defending Against Backdoor Attacks on Semi-Supervised Learning.
IEEE Trans. Inf. Forensics Secur.
Xinrui Wang, Wenhai Wan, Xiang Li, Chuanxing Geng, Shao-Yuan Li, Songcan Chen
2026 J jnl
GSH3D: Efficient 3D Gaussian human generation from 2D image collections.
Knowl. Based Syst.
Kangkan Wang, Miao Zhao, Shao-Yuan Li
2026 A* conf
HGLTR: Hierarchical Knowledge Injection for Calibrating Pre-trained Models in Long-Tail Recognition.
AAAI
Jinpeng Zheng, Shao-Yuan Li, Gan Xu, Wenhai Wan, Zijian Tao, Songcan Chen, Kangkan Wang
2025 J jnl
Continual learning in the presence of repetition.
Neural Networks
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, Vincenzo Lomonaco, Gido M. van de Ven
2025 A* conf
Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning.
ICML
Xinrui Wang, Shao-Yuan Li, Jiaqiang Zhang, Songcan Chen
2025 J jnl
Cut out and Replay: A Simple yet Versatile Strategy for Multi-Label Online Continual Learning.
CoRR
Xinrui Wang, Shao-Yuan Li, Jiaqiang Zhang, Songcan Chen
2025 A* conf
DM-POSA: Enhancing Open-World Test-Time Adaptation with Dual-Mode Matching and Prompt-Based Open Set Adaptation.
IJCAI
Shiji Zhao, Shao-Yuan Li, Chuanxing Geng, Sheng-Jun Huang, Songcan Chen
2025 J jnl
Handling Noisy Annotation for Remote Sensing Semantic Segmentation via Boundary-Aware Knowledge Distillation.
IEEE Trans. Geosci. Remote. Sens.
Yue Sun, Dong Liang, Shao-Yuan Li, Songcan Chen, Sheng-Jun Huang
2025 A* conf
MLC-NC: Long-Tailed Multi-Label Image Classification Through the Lens of Neural Collapse.
AAAI
Zijian Tao, Shao-Yuan Li, Wenhai Wan, Jinpeng Zheng, Jia-Yao Chen, Yuchen Li, Sheng-Jun Huang, Songcan Chen
2025 J jnl
Robust contrastive knowledge distillation for long-tailed noisy class labels.
Knowl. Based Syst.
Shao-Yuan Li, Jinpeng Zheng, Mingguang Zhang, Dong Liang, Shaofang Li, Kangkan Wang
2025 J jnl
Robust domain adaptation with noisy and shifted label distribution.
Frontiers Comput. Sci.
Shao-Yuan Li, Shi-Ji Zhao, Zheng-Tao Cao, Sheng-Jun Huang, Songcan Chen
2024 J jnl
Continual Learning in the Presence of Repetition.
CoRR
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, Vincenzo Lomonaco, Gido M. van de Ven
2024 A* conf
Forgetting, Ignorance or Myopia: Revisiting Key Challenges in Online Continual Learning.
NeurIPS
Xinrui Wang, Chuanxing Geng, Wenhai Wan, Shao-Yuan Li, Songcan Chen
2024 A* conf
NanoAdapt: Mitigating Negative Transfer in Test Time Adaptation with Extremely Small Batch Sizes.
IJCAI
Shiji Zhao, Shao-Yuan Li, Sheng-Jun Huang
2024 J jnl
UNM: A Universal Approach for Noisy Multi-Label Learning.
IEEE Trans. Knowl. Data Eng.
Jia-Yao Chen, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen, Lei Wang, Ming-Kun Xie
2024 A* conf
Unlocking the Power of Open Set: A New Perspective for Open-Set Noisy Label Learning.
AAAI
Wenhai Wan, Xinrui Wang, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang, Songcan Chen
2023 J jnl
Learning from crowds with sparse and imbalanced annotations.
Mach. Learn.
Ye Shi, Shao-Yuan Li, Sheng-Jun Huang
2022 J jnl
Noise-Robust Bidirectional Learning with Dynamic Sample Reweighting.
CoRR
Chen-Chen Zong, Zheng-Tao Cao, Hong-Tao Guo, Yun Du, Ming-Kun Xie, Shao-Yuan Li, Sheng-Jun Huang
2021 J jnl
Learning from Crowds with Sparse and Imbalanced Annotations.
CoRR
Ye Shi, Shao-Yuan Li, Sheng-Jun Huang
2021 — conf
Weakly Supervised Crowdsourcing Learning Based on Adversarial Consensus.
CSCI
Meng-Long Wei, Shao-Yuan Li, Sheng-Jun Huang
2020 J jnl
Incremental Multi-Label Learning with Active Queries.
J. Comput. Sci. Technol.
Sheng-Jun Huang, Guo-Xiang Li, Wen-Yu Huang, Shao-Yuan Li
2019 J jnl
Multi-Label Learning from Crowds.
IEEE Trans. Knowl. Data Eng.
Shao-Yuan Li, Yuan Jiang, Nitesh V. Chawla, Zhi-Hua Zhou
2018 — conf
Multi-label Crowdsourcing Learning with Incomplete Annotations.
PRICAI (1)
Shao-Yuan Li, Yuan Jiang
2017 A conf
BayDNN: Friend Recommendation with Bayesian Personalized Ranking Deep Neural Network.
CIKM
Daizong Ding, Mi Zhang, Shao-Yuan Li, Jie Tang, Xiaotie Chen, Zhi-Hua Zhou
2017 A* conf
Obtaining High-Quality Label by Distinguishing between Easy and Hard Items in Crowdsourcing.
IJCAI
Wei Wang, Xiang-Yu Guo, Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
2016 J jnl
Predictive zone control of pressure management for water supply network systems.
Int. J. Autom. Comput.
Dongming Liu, Shao-Yuan Li
2015 J jnl
Multi-Label Active Learning from Crowds.
CoRR
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
2014 A* conf
Partial Multi-View Clustering.
AAAI
Shao-Yuan Li, Yuan Jiang, Zhi-Hua Zhou
2011 J jnl
Stabilization via extended nonquadratic boundedness for constrained nonlinear systems in Takagi-Sugeno's form.
J. Frankl. Inst.
Tao Zou, Shao-Yuan Li
2007 J jnl
A fuzzy goal programming approach to multi-objective optimization problem with priorities.
Eur. J. Oper. Res.
Chao-Fang Hu, Chang-Jun Teng, Shao-Yuan Li
2004 J jnl
Finding the fuzzy satisfying solutions to constrained optimal control systems and application to robot path planning.
Int. J. Gen. Syst.
Shao-Yuan Li, Tao Zou, Yi-Peng Yang
2004 J jnl
Receding Horizon Fuzzy Optimization Under Local Information Environment With A Case Study.
Int. J. Inf. Technol. Decis. Mak.
Shao-Yuan Li, Hu Wu, Yi-Peng Yang
2004 J jnl
Stability analysis and design of T-S fuzzy control system with simplified linear rule consequent.
IEEE Trans. Syst. Man Cybern. Part B
Ning Li, Shao-Yuan Li
2003 J jnl
On-Line Constrained Predictive Control Algorithm using Multi-Objective Fuzzy-Optimization and a Case Study.
Fuzzy Optim. Decis. Mak.
Shao-Yuan Li, Yi-Peng Yang
2003 B conf
Soft sensor modeling for slab temperature estimation.
FUZZ-IEEE
Xi-Huai Wang, Shao-Yuan Li, Yu-Geng Xi