ML Anthology

Zhao, Xiaoyan

5 publications

ICLR 2026 NextQuill: Causal Preference Modeling for Enhancing LLM Personalization Xiaoyan Zhao, Juntao You, Yang Zhang, Wenjie Wang, Hong Cheng, Fuli Feng, See-Kiong Ng, Tat-Seng Chua
ICLR 2026 Reinforced Latent Reasoning for LLM-Based Recommendation Yang Zhang, Wenxin Xu, Xiaoyan Zhao, Wenjie Wang, Fuli Feng, Xiangnan He, Tat-Seng Chua
ICLR 2026 Think-While-Generating: On-the-Fly Reasoning for Personalized Long-Form Generation Chengbing Wang, Yang Zhang, Wenjie Wang, Xiaoyan Zhao, Fuli Feng, Xiangnan He, Tat-Seng Chua
NeurIPS 2025 IGD: Token Decisiveness Modeling via Information Gain in LLMs for Personalized Recommendation Zijie Lin, Yang Zhang, Xiaoyan Zhao, Fengbin Zhu, Fuli Feng, Tat-Seng Chua
ICLR 2025 PEARL: Towards Permutation-Resilient LLMs Liang Chen, Li Shen, Yang Deng, Xiaoyan Zhao, Bin Liang, Kam-Fai Wong