Xiaoqin Zhang
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ZK-Value introduces a practical, scalable zero-knowledge system for calculating data valuations (Shapley values) in data marketplaces, significantly reducing proving time while maintaining high accuracy.
AutoSpec is a framework that uses counterexample-guided inductive synthesis and inductive logic programming to automatically evolve safety rules for large language model agents.
Papers
AutoSpec: Safety Rule Evolution for LLM Agents via Inductive Logic Programming
Pingchuan Ma, Zhaoyu Wang, Zimo Ji, Yuguang Zhou +4 more
AutoSpec is a framework that uses counterexample-guided inductive synthesis and inductive logic programming to automatically evolve safety rules for large language model agents.