Chun Wang

Slingshot: Globally Favorable Local Updates for Federated Learning

2024 · IEEE Open Journal of the Computer Society

Federated Learning (FL), as a promising distributed learning paradigm, is proposed to solve the contradiction between the data hunger of modern machine learning and the increasingly stringent need for data privacy. However, clients naturally present …

Seek and Solve Reasoning for Table Question Answering

2024 · arXiv (Cornell University)

The complexities of table structures and question logic make table-based question answering (TQA) tasks challenging for Large Language Models (LLMs), often requiring task simplification before solving. This paper reveals that the reasoning process during task …