Z. Jane Wang

CHAIN: Concept-harmonized Hierarchical Inference Interpretation of Deep Convolutional Neural Networks

2020 · arXiv (Cornell University)

With the great success of networks, it witnesses the increasing demand for the interpretation of the internal network mechanism, especially for the net decision-making logic. To tackle the challenge, the Concept-harmonized HierArchical INference (CHAIN) is …

Maximizing the Social Welfare of Decentralized Knowledge Inference Through Evolutionary Game

2024

To broaden their domain knowledge coverage, large language models (LLMs) increasingly incorporate extensive cor-pus data from various industries. These heterogeneous datasets are often maintained by different stakeholders, where issues of data heterogeneity, privacy, and the …