Pretraining Context Compressor for Large Language Models with Embedding-Based Memory. - Yuhong Dai; Jianxun Lian; Yitian Huang; Wei Zhang; Mingyang Zhou; Mingqi Wu; Xing Xie; Hao Liao (ACL (1), 2025)

Verifying Scientific Validity and Enhancing Response Motivation in Digital Human-Based Mental Health Assessment: A Mixed-Methods Study. - Chi-Cheng Lao; Litun Tan; Jing Liang; Ling Zeng; Zongze Li; Yitian Huang; Zi-Yi Guo; Yan-Dian Xu; Tianyang Tan; Xuetao Tian; Jun Liu; Keliang Chen (HCI (26), 2025)

General Scales Unlock AI Evaluation with Explanatory and Predictive Power. - Lexin Zhou; Lorenzo Pacchiardi; Fernando Martínez-Plumed; Katherine M. Collins; Yael Moros-Daval; Seraphina Zhang; Qinlin Zhao; Yitian Huang; Luning Sun; Jonathan E. Prunty; Zongqian Li; Pablo Sánchez-García; et al. (CoRR, 2025)

Avoid Recommending Out-of-Domain Items: Constrained Generative Recommendation with LLMs. - Hao Liao; Wensheng Lu; Jianxun Lian; Mingqi Wu; Shuo Wang; Yong Zhang 002; Yitian Huang; Ming-Yang Zhou 001; Xing Xie 001 (CoRR, 2025)