Jiang, Jiachen

9 publications

TMLR 2026 Improving Visual Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation Jinxin Zhou, Jiachen Jiang, Zhihui Zhu

ICLR 2026 Learning to Adapt: In-Context Learning Beyond Stationarity Zhen Qin, Jiachen Jiang, Zhihui Zhu

ICLR 2026 Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations Yuxin Dong, Jiachen Jiang, Zhihui Zhu, Xia Ning

NeurIPS 2025 Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models Jiachen Jiang, Jinxin Zhou, Bo Peng, Xia Ning, Zhihui Zhu

CPAL 2025 Are All Layers Created Equal: A Neural Collapse Perspective Jinxin Zhou, Jiachen Jiang, Zhihui Zhu

ICLR 2025 Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity Jiachen Jiang, Jinxin Zhou, Zhihui Zhu

CVPR 2024 DREAM: Diffusion Rectification and Estimation-Adaptive Models Jinxin Zhou, Tianyu Ding, Tianyi Chen, Jiachen Jiang, Ilya Zharkov, Zhihui Zhu, Luming Liang

ICML 2024 Generalized Neural Collapse for a Large Number of Classes Jiachen Jiang, Jinxin Zhou, Peng Wang, Qing Qu, Dustin G. Mixon, Chong You, Zhihui Zhu

NeurIPSW 2024 On Layer-Wise Representation Similarity: Application for Multi-Exit Models with a Single Classifier Jiachen Jiang, Jinxin Zhou, Zhihui Zhu