4 papers
Schema-Aware Planning and Hybrid Knowledge Toolset for Reliable Knowledge Graph Triple Verification
Xinyan Ma, Xianhao Ou, Weihao Zhang +9
Knowledge Graphs (KGs) provide a critical foundation for many AI systems, yet their automated construction inevitably introduces noisy triples that undermine data trustworthiness.…
General-purpose Dataflow Model with Neuromorphic Primitives
Weihao Zhang, Yu Du, Hongyi Li +2
Neuromorphic computing exhibits great potential to provide high-performance benefits in various applications beyond neural networks. However, a general-purpose program execution mo…
Solution-oriented Agent-based Models Generation with Verifier-assisted Iterative In-context Learning
Tong Niu, Weihao Zhang, Rong Zhao
Agent-based models (ABMs) stand as an essential paradigm for proposing and validating hypothetical solutions or policies aimed at addressing challenges posed by complex systems and…
General Automatic Solution Generation of Social Problems
Tong Niu, Haoyu Huang, Yu Du +3
Given the escalating intricacy and multifaceted nature of contemporary social systems, manually generating solutions to address pertinent social issues has become a formidable task…