李焜炽，博士，硕士生导师，福建省模式识别与图像理解重点实验室成员。目前在IEEE TIP，IEEE TNNLS，IEEE TCSVT，IEEE TMM, ESWA，PRCV等国际期刊/会议上发表了多篇论文。
研究方向：开放环境下的鲁棒性学习，大模型，强化学习. 邮箱：likunchi@xmut.edu.cn
教育背景：
l 2007年本科毕业于南开大学生物技术专业；
l 2019年硕士毕业于哈尔滨工业大学（深圳）计算机技术专业；
l 2024年博士毕业于中国科学院自动化研究所模式识别与智能系统专业
* 通讯作者，‡ 共同一作.
[1] Li K, Chen H, Wan J, Yu S. CKDF-V2: Effectively Alleviating Representation Shift for Continual Learning With Small Memory[J]. IEEE Transactions on Neural Networks and Learning Systems (IEEE TNNLS), 2025.
[2] Li K, Ding C, Wan J, Yu S. Enhance the old representations’ adaptability dynamically for exemplar-free continual learning, Neurocomputing, 2025, 639: 130286.
[3] Li K, Chen H, Wan J, et al. ESDB: Expand The Shrinking Decision Boundary via One-to-Many Information Matching for Continual Learning with Small Memory[J]. IEEE Transactions on Circuits and Systems for Video Technology (IEEE TCSVT), 2024, 34: 7328-7343.
[4] Li K, Wan J, Yu S. CKDF: Cascaded knowledge distillation framework for robust incremental learning[J]. IEEE Transactions on Image Processing (IEEE TIP), 2022, 31: 3825-3837.
[5] Pang S, Li K*, Wang D* et al. Debias Fine-Grained Radical Modeling via Global-Local Attention Mutual Learning for Zero-Shot Chinese Character Recognition[J]. IEEE Transactions on Multimedia (IEEE TMM), 2025, Accepted.
[6] Fang T, Li K*, Wang D et al. Dual Manifold Volume-Balanced Framework for Long-tailed Oracle Character Recognition. PRCV 2025.
[7] Wu H, Li K*, Wang D et al. OracleGCD: Generalized Category Discovery for Oracle Bone Scripts. ICDAR (3) 2025: 459-475.
[8] Huang H, Li K‡, Chen S, Wang D. Fair Facial Attribute Recognition via Group-Decoupled Vision Transformer with Mask-Guided Correlation Suppression. AAAI 2026, Accepted.
[9] Pang S, Li K‡, Wang D et al. Diverse Feature Generation for Zero-Shot Chinese Character Recognition Reference[J]. Expert Systems With Applications (ESWA), 2025, 297: Part C.
[10] Yang F, Li K‡, Jiang N et al. LDH-Net: Luminance-based Deep Hybrid Network for Document Image De-shadowing[J]. Image and Vision Computing (IMAVIS), 2025, Volume 162.
[11] Ding C, Li A, Xie S, Tian, X, Li K et al. Mapping Brain Synergy Dysfunction in Schizophrenia: Understanding Individual Differences and Underlying Molecular Mechanisms[J]. Advanced Science, 2024: 2400929.
[12] Li H, Wang X, Li K, et al. Scalable sub-game solving for imperfect-information games[J]. Knowledge-Based Systems (KBS), 2021, 231: 107434.
