ConsistentEE: A Consistent and Hardness-Guided Early Exiting Method for Accelerating Language Models Inference. - Ziqian Zeng; Yihuai Hong; Hongliang Dai; Huiping Zhuang; Cen Chen 002 (AAAI, 2024)

Interpretability-based Tailored Knowledge Editing in Transformers. - Yihuai Hong; Aldo Lipani (EMNLP, 2024)

Dissecting Fine-Tuning Unlearning in Large Language Models. - Yihuai Hong; Yuelin Zou; Lijie Hu; Ziqian Zeng; Di Wang 015; Haiqin Yang (EMNLP, 2024)

Intrinsic Evaluation of Unlearning Using Parametric Knowledge Traces. - Yihuai Hong; Lei Yu; Shauli Ravfogel; Haiqin Yang; Mor Geva (CoRR, 2024)

The Reasoning-Memorization Interplay in Language Models Is Mediated by a Single Direction. - Yihuai Hong; Meng Cao; Dian Zhou; Lei Yu; Zhijing Jin 001 (ACL (Findings), 2025)

The Rise of Parameter Specialization for Knowledge Storage in Large Language Models. - Yihuai Hong; Yiran Zhao 006; Wei Tang 015; Yang Deng 002; Yu Rong; Wenxuan Zhang 001 (CoRR, 2025)

Precise In-Parameter Concept Erasure in Large Language Models. - Yoav Gur-Arieh; Clara Suslik; Yihuai Hong; Fazl Barez; Mor Geva (CoRR, 2025)