论文

Yujia Chen, Rui Sun, Wangkai Li, Tianzhu Zhang. “DA2-LiDAR: A Generic Density-Adaptive Framework for Unsupervised Domain Adaptation in LiDAR Point Cloud Semantic Segmentation.” IEEE Transactions on Image Processing, 2026.TIP 2026

Yujia Chen, Rui Sun, Wangkai Li, Huayu Mai, Bingzhou Wang, Zhangyu He, Wenzhang Sun, Tianzhu Zhang. “Attention Contrastive Decoding: Preserving Coherence While Mitigating Hallucinations in Large Vision-Language Models.” International Conference on Machine Learning, 2026.ICML 2026

Rui Sun, Huayu Mai, Wangkai Li, Yujia Chen, Naisong Luo, Yuan Wang, Tianzhu Zhang. “Beyond Confidence: Exploiting Homogeneous Pattern for Semi-Supervised Semantic Segmentation.” International Conference on Machine Learning, 2026.ICML 2026

Yujia Chen^#, Rui Sun^#, Wangkai Li, Huayu Mai, Naisong Luo, Yuwen Pan, Tianzhu Zhang. “Alleviate and Mining: Rethinking Unsupervised Domain Adaptation for Mitochondria Segmentation from Pseudo-Label Perspective.” Proceedings of the AAAI Conference on Artificial Intelligence, 2025.AAAI 2025

Yujia Chen, Rui Sun, Wangkai Li, Huayu Mai, Si Chen, Zhuoyuan Li, Zhixin Cheng, Tianzhu Zhang. “BeyondMix: Leveraging Structural Priors and Long-Range Dependencies for Domain-Invariant LiDAR Segmentation.” The Thirty-ninth Annual Conference on Neural Information Processing Systems, 2025.NeurIPS 2025

Yujia Chen, Wangkai Li, Zhaoyang Li, Rui Sun, Tianzhu Zhang, Zhiwei Xiong, Feng Wu. “SAM-Glomeruli: Enhanced Segment Anything Model for Precise Glomeruli Segmentation.” MICCAI Workshop, 2024.MICCAI Workshop 2024