Concept Understanding in Large Language Models: An Empirical Study. - Jiayi Liao; Xu Chen 022; Lun Du (Tiny Papers @ ICLR, 2023)

LLaRA: Aligning Large Language Models with Sequential Recommenders. - Jiayi Liao; Sihang Li 002; Zhengyi Yang 007; Jiancan Wu; Yancheng Yuan; Xiang Wang 010 (CoRR, 2023)

Research on the Measurement of Central Bank Communication Index and its Impact on the Macroeconomy. - Jiayi Liao; Jing Zheng (J. Adv. Comput. Intell. Intell. Informatics, 2023)

Text-to-Image Generation for Abstract Concepts. - Jiayi Liao; Xu Chen 022; Qiang Fu 015; Lun Du; Xiangnan He 001; Xiang Wang 010; Shi Han; Dongmei Zhang 001 (AAAI, 2024)

LLaRA: Large Language-Recommendation Assistant. - Jiayi Liao; Sihang Li 002; Zhengyi Yang 007; Jiancan Wu; Yancheng Yuan; Xiang Wang 010; Xiangnan He 001 (SIGIR, 2024)

RosePO: Aligning LLM-based Recommenders with Human Values. - Jiayi Liao; Xiangnan He 001; Ruobing Xie; Jiancan Wu; Yancheng Yuan; Xingwu Sun; Zhanhui Kang; Xiang Wang 010 (CoRR, 2024)

More Expressive Attention with Negative Weights. - Ang Lv; Ruobing Xie; Shuaipeng Li; Jiayi Liao; Xingwu Sun; Zhanhui Kang; Di Wang; Rui Yan 001 (CoRR, 2024)

Existence of positive solutions for second-order differential equations with two-point boundary value problems involving p-Laplacian. - Juhong Kuang; Jiayi Liao (J. Appl. Math. Comput., 2024)

Multi-Grained Patch Training for Efficient LLM-based Recommendation. - Jiayi Liao; Ruobing Xie; Sihang Li 002; Xiang Wang 010; Xingwu Sun; Zhanhui Kang; Xiangnan He 001 (SIGIR, 2025)

Annotation-free method for breast tumour segmentation in dynamic contrast-enhanced MRI. - Jiahui He; Junjie Zhang; Xu Huang; Yue Liu; Jiayi Liao; Yanfen Cui; Wenbin Liu; Changhong Liang; Zaiyi Liu; Lei Wu; Gang Fang (Biomed. Signal Process. Control., 2025)

PatchRec: Multi-Grained Patching for Efficient LLM-based Sequential Recommendation. - Jiayi Liao; Ruobing Xie; Sihang Li 002; Xiang Wang 010; Xingwu Sun; Zhanhui Kang; Xiangnan He 001 (CoRR, 2025)

Interpretable Reward Model via Sparse Autoencoder. - Shuyi Zhang; Wei Shi; Sihang Li 002; Jiayi Liao; Tao Liang; Hengxing Cai; Xiang Wang 010 (CoRR, 2025)