SegCompass: Exploring Interpretable Alignment with Sparse Autoencoders for Enhanced Reasoning Segmentation. - Zhenyu Lu; Liupeng Li; Jinpeng Wang 002; Haoqian Kang; Yan Feng; Ke Chen 004; Yaowei Wang 001 (CoRR, 2026)

CVSearch: Empowering Multimodal LLMs with Cognitive Visual Search for High-Resolution Image Perception. - Liupeng Li; Haoqian Kang; Zhenyu Lu; Jinpeng Wang 002; Bin Chen 011; Ke Chen 004; Yaowei Wang 001 (CoRR, 2026)