2 papers
cs.AI2025
Losing is for Cherishing: Data Valuation Based on Machine Unlearning and Shapley Value
Le Ma, Shirao Yang, Zihao Wang +4
The proliferation of large models has intensified the need for efficient data valuation methods to quantify the contribution of individual data providers. Traditional approaches, s…
cs.HC2025
When Trust Collides: Decoding Human-LLM Cooperation Dynamics through the Prisoner's Dilemma
Guanxuan Jiang, Shirao Yang, Yuyang Wang +1
As large language models (LLMs) become increasingly capable of autonomous decision-making, they introduce new challenges and opportunities for human-AI cooperation in mixed-motive…