Jiachen Jiang

Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations

Learning to Adapt: In-Context Learning Beyond Stationarity

From Compression to Expression: A Layerwise Analysis of In-Context Learning

From Emergence to Control: Probing and Modulating Self-Reflection in Language Models

Improving Visual Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation

Analyzing Fine-Grained Alignment and Enhancing Vision Understanding in Multimodal Language Models

Understanding Task Vectors in In-Context Learning: Emergence, Functionality, and Limitations

Tracing Representation Progression: Analyzing and Enhancing Layer-Wise Similarity

Spatial Discriminability of CLIP for Training-Free Open-Vocabulary Semantic Segmentation

GENERALIZATION, ROBUSTNESS AND ADAPTABILITY OF PROGRESSIVE NEURAL COLLAPSE