KnowMIM: a Self-supervised Pre-training Framework Based on Knowledge-Guided Masked Image Modeling for Retinal Vessel Segmentation. - Jiuyuan Zhu; Wei Chen; Chen Li; Tianci Xun; Chunjiao Tan; Weiwei Zheng; Yingqi Xu; Peng Qiao (ICANN (8), 2024)

Distinguishing Textual Prompt Importance: Image-Guided Text Weighting for CLIP-Based Few-shot Learning. - Tianci Xun; Wei Chen 009; Yulin He; Di Wu; Yuanming Gao; Jiuyuan Zhu; Weiwei Zheng (ICME, 2024)

Sniffing Threatening Open-World Objects in Autonomous Driving by Open-Vocabulary Models. - Yulin He; Siqi Wang 001; Wei Chen 009; Tianci Xun; Yusong Tan (ACM Multimedia, 2024)

Unleashing the Class-Incremental Learning Potential of Foundation Models by Virtual Feature Generation and Replay. - Tianci Xun; Zhong Zheng; Yulin He; Wei Chen 009; Weiwei Zheng (PRCV (5), 2024)

Real-Time 3D Occupancy Prediction via Geometric-Semantic Disentanglement. - Yulin He; Wei Chen 009; Tianci Xun; Yusong Tan (CoRR, 2024)

Achieving Speed-Accuracy Balance in Vision-based 3D Occupancy Prediction via Geometric-Semantic Disentanglement. - Yulin He; Wei Chen 009; Siqi Wang 001; Tianci Xun; Yusong Tan (AAAI, 2025)