Publications (12)
A Deep Hashing Learning Network
Guoqiang Zhong, Pan Yang, Sijiang Wang +1
Hashing-based methods seek compact and efficient binary codes that preserve the neighborhood structure in the original data space. For most existing hashing methods, an image is fi…
Retrieval-Augmented Code Generation for Universal Information Extraction
Yucan Guo, Zixuan Li, Xiaolong Jin +8
Information Extraction (IE) aims to extract structural knowledge (e.g., entities, relations, events) from natural language texts, which brings challenges to existing methods due to…
General neck condition for the limit shape of budding vesicles
Pan Yang, Qiang Du, Z. C. Tu
The shape equation and linking conditions for a vesicle with two-phase domains are derived. We refine the conjecture on the general neck condition for the limit shape of a budding…
KnowCoder: Coding Structured Knowledge into LLMs for Universal Information Extraction
Zixuan Li, Yutao Zeng, Yuxin Zuo +14
In this paper, we propose KnowCoder, a Large Language Model (LLM) to conduct Universal Information Extraction (UIE) via code generation. KnowCoder aims to develop a kind of unified…
Feedback pinning control of collective behaviors aroused by epidemic spread on complex networks
Pan Yang, Zhongpu Xu, Jianwen Feng +1
This paper investigates epidemic control behavioral synchronization for a class of complex networks resulting from spread of epidemic diseases via pinning feedback control strategy…
Two novel immunization strategies for epidemic control in directed scale-free networks with nonlinear infectivity
Wei Shi, Junbo Jia, Pan Yang +1
In this paper, we propose two novel immunization strategies, i.e., combined immunization and duplex immunization, for SIS model in directed scale-free networks, and obtain the epid…