| 2026 | AAAI | GOAL: Geometrically Optimal Alignment for Continual Generalized Category Discovery. | Jizhou Han, Chenhao Ding, Songlin Dong, Yuhang He, Shaokun Wang, Qiang Wang, Yihong Gong |
| 2026 | AAAI | Shared & Domain Self-Adaptive Experts with Frequency-Aware Discrimination for Continual Test-Time Adaptation. | Jianchao Zhao, Chenhao Ding, Songlin Dong, Jiangyang Li, Qiang Wang, Yuhang He, Yihong Gong |
| 2025 | AAAI | DualCP: Rehearsal-Free Domain-Incremental Learning via Dual-Level Concept Prototype. | Qiang Wang, Yuhang He, Songlin Dong, Xiang Song, Jizhou Han, Haoyu Luo, Yihong Gong |
| 2025 | ACL | SuLoRA: Subspace Low-Rank Adaptation for Parameter-Efficient Fine-Tuning. | Chenhao Ding, Jiangyang Li, Songlin Dong, Xinyuan Gao, Yuhang He, Yihong Gong |
| 2024 | AAAI | Non-exemplar Domain Incremental Object Detection via Learning Domain Bias. | Xiang Song, Yuhang He, Songlin Dong, Yihong Gong |
| 2024 | CVPR | DYSON: Dynamic Feature Space Self-Organization for Online Task-Free Class Incremental Learning. | Yuhang He, Yingjie Chen, Yuhan Jin, Songlin Dong, Xing Wei, Yihong Gong |
| 2024 | ECCV | Beyond Prompt Learning: Continual Adapter for Efficient Rehearsal-Free Continual Learning. | Xinyuan Gao, Songlin Dong, Yuhang He, Qiang Wang, Yihong Gong |
| 2024 | ECCV | Non-exemplar Domain Incremental Learning via Cross-Domain Concept Integration. | Qiang Wang, Yuhang He, Songlin Dong, Xinyuan Gao, Shaokun Wang, Yihong Gong |
| 2024 | WACV | Overcoming Catastrophic Forgetting for Multi-Label Class-Incremental Learning. | Xiang Song, Kuang Shu, Songlin Dong, Jie Cheng, Xing Wei, Yihong Gong |
| 2023 | CVPR | DKT: Diverse Knowledge Transfer Transformer for Class Incremental Learning. | Xinyuan Gao, Yuhang He, Songlin Dong, Jie Cheng, Xing Wei, Yihong Gong |
| 2023 | ICCV | Knowledge Restore and Transfer for Multi-Label Class-Incremental Learning. | Songlin Dong, Haoyu Luo, Yuhang He, Xing Wei, Jie Cheng, Yihong Gong |
| 2022 | IJCAI | IDPT: Interconnected Dual Pyramid Transformer for Face Super-Resolution. | Jingang Shi, Yusi Wang, Songlin Dong, Xiaopeng Hong, Zitong Yu, Fei Wang, Changxin Wang, Yihong Gong |
| 2021 | AAAI | Few-Shot Class-Incremental Learning via Relation Knowledge Distillation. | Songlin Dong, Xiaopeng Hong, Xiaoyu Tao, Xinyuan Chang, Xing Wei, Yihong Gong |
| 2020 | CVPR | Few-Shot Class-Incremental Learning. | Xiaoyu Tao, Xiaopeng Hong, Xinyuan Chang, Songlin Dong, Xing Wei, Yihong Gong |