- ESSENTIAL: Episodic and Semantic Memory Integration for Video Class-Incremental Learning (ICCV 2025 Highlight)
- When Will It Fail?: Anomaly to Prompt for Forecasting Future Anomalies in Time Series (ICML 2025)
- Do Not Mimic My Voice: Speaker Identity Unlearning for Zero-Shot Text-to-Speech (ICML 2025 Oral at ICML Workshop on Machine Unlearning for Generative AI (MUGen))
- ESC: Erasing Space Concept for Knowledge Deletion (CVPR 2025 Highlight)
- Universal Domain Adaptation for Semantic Segmentation (CVPR 2025)
- Test-Time Fine-Tuning of Image Compression Models for Multi-Task Adaptability (CVPR 2025)
- Multispectral Pedestrian Detection with Sparsely Annotated Label (AAAI 2025)