Ningkang Peng - RankMe

14 papers A* 1Journal 11Unranked 2

Year	Rank	Type	Title / Venue / Authors
2026	A*	`conf`	Atom-level Adaptive Receptive Fields: A Pruning-Based Encoder for 2D Molecular Graphs (Student Abstract). AAAI Yuhao Zhang, Ningkang Peng, Yafei Liu, Lin Li, Masaru Kitsuregawa, Yanhui Gu
2026	J	`jnl`	Breaking Semantic Hegemony: Decoupling Principal and Residual Subspaces for Generalized OOD Detection. CoRR Ningkang Peng, Xiaoqian Peng, Yuhao Zhang, Qianfeng Yu, Feng Xing, Peirong Ma, Xichen Yang, Yi Chen, Tingyu Lu, Yanhui Gu
2026	J	`jnl`	Don't Break the Boundary: Continual Unlearning for OOD Detection Based on Free Energy Repulsion. CoRR Ningkang Peng, Kun Shao, Jingyang Mao, Linjing Qian, Xiaoqian Peng, Xichen Yang, Yanhui Gu
2026	J	`jnl`	Halt the Hallucination: Decoupling Signal and Semantic OOD Detection Based on Cascaded Early Rejection. CoRR Ningkang Peng, Chuanjie Cheng, Jingyang Mao, Xiaoqian Peng, Feng Xing, Bo Zhang, Chao Tan, Zhichao Zheng, Peiheng Li, Yanhui Gu
2026	J	`jnl`	How to Achieve Prototypical Birth and Death for OOD Detection? CoRR Ningkang Peng, Qianfeng Yu, Xiaoqian Peng, Linjing Qian, Yafei Liu, Canran Xiao, Xinyu Lu, Tingyu Lu, Zhichao Zheng, Yanhui Gu
2026	J	`jnl`	Learning with Adaptive Prototype Manifolds for Out-of-Distribution Detection. CoRR Ningkang Peng, JiuTao Zhou, Yuhao Zhang, Xiaoqian Peng, Qianfeng Yu, Linjing Qian, Tingyu Lu, Yi Chen, Yanhui Gu
2026	J	`jnl`	PIS: A Physics-Informed System for Accurate State Partitioning of Aβ CoRR Qianfeng Yu, Ningkang Peng, Yanhui Gu
2026	J	`jnl`	VMF-GOS: Geometry-guided virtual Outlier Synthesis for Long-Tailed OOD Detection. CoRR Ningkang Peng, Qianfeng Yu, Yuhao Zhang, Yafei Liu, Xiaoqian Peng, Peirong Ma, Yi Chen, Peiheng Li, Yanhui Gu
2025	J	`jnl`	A Multi-dimensional Semantic Surprise Framework Based on Low-Entropy Semantic Manifolds for Fine-Grained Out-of-Distribution Detection. CoRR Ningkang Peng, Yuzhe Mao, Yuhao Zhang, Linjin Qian, Qianfeng Yu, Yanhui Gu, Yi Chen, Li Kong
2025	J	`jnl`	Affordance-First Decomposition for Continual Learning in Video-Language Understanding. CoRR Mengzhu Xu, Hanzhi Liu, Ningkang Peng, Qianyu Chen, Canran Xiao
2025	J	`jnl`	Harnessing the wisdom of a radiologist: Texture-aware curriculum self-supervised learning for thorax disease classification. Web Intell. Ningkang Peng, Shengjie Guo, Shuai Yuan, Masaru Kitsuregawa, Yanhui Gu
2024	—	`conf`	Class-Level Multiple Distributions Representation are Necessary for Semantic Segmentation. DASFAA (7) Jianjian Yin, Ningkang Peng, Yi Chen, Zhichao Zheng, Yanhui Gu, Junsheng Zhou
2024	J	`jnl`	Detection of algal tiny objects based on morphological features. Concurr. Comput. Pract. Exp. Shuai Yuan, Ningkang Peng, Ziyan Shi, Sichuan Zhao, Runcheng Li, Yanhui Gu, Huan He
2023	—	`conf`	MAgic: A Morphable Attention Based Algal Tiny Object Detection Model. BESC Shuai Yuan, Ningkang Peng, Ziyan Shi, Yanhui Gu, Beili Sun