Optimized Feature Extraction and Alignment for Cross-Modal Molecule Retrieval. - Linjing Qian; Meng Li; Ningkang Peng; Taotao Long (BESC (2), 2025)

Learning with Adaptive Prototype Manifolds for Out-of-Distribution Detection. - Ningkang Peng; JiuTao Zhou; Yuhao Zhang; Xiaoqian Peng; Qianfeng Yu; Linjing Qian; Tingyu Lu; Yi Chen 023; Yanhui Gu (CoRR, 2026)

Don't Break the Boundary: Continual Unlearning for OOD Detection Based on Free Energy Repulsion. - Ningkang Peng; Kun Shao; Jingyang Mao; Linjing Qian; Xiaoqian Peng; Xichen Yang; Yanhui Gu (CoRR, 2026)

How to Achieve Prototypical Birth and Death for OOD Detection? - Ningkang Peng; Qianfeng Yu; Xiaoqian Peng; Linjing Qian; Yafei Liu; Canran Xiao; Xinyu Lu; Tingyu Lu; Zhichao Zheng 006; Yanhui Gu (CoRR, 2026)