Jiayi Liao

According to our database, Jiayi Liao authored at least 14 papers between 2023 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Chronos: Learning Temporal Dynamics of Reasoning Chains for Test-Time Scaling.

Kai Zhang, Jiayi Liao, Chengpeng Li, Ziyuan Xie, Sihang Li, Xiang Wang

CoRR, February, 2026

Enhancing exchange rate forecasting with multi-scale residual LSTM and dual-task learning: An interpretable framework with SHAP analysis.

Hongyang Li, Liurulin Ji, Jiayi Liao, Xuewen Li

Expert Syst. Appl., 2026

Interpretable Reward Model via Sparse Autoencoder.

Shuyi Zhang, Wei Shi, Sihang Li, Jiayi Liao, Tao Liang, Hengxing Cai, Xiang Wang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

PatchRec: Multi-Grained Patching for Efficient LLM-based Sequential Recommendation.

Jiayi Liao, Ruobing Xie, Sihang Li, Xiang Wang, Xingwu Sun, Zhanhui Kang, Xiangnan He

CoRR, January, 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

Multi-Grained Patch Training for Efficient LLM-based Recommendation.

Jiayi Liao, Ruobing Xie, Sihang Li, Xiang Wang, Xingwu Sun, Zhanhui Kang, Xiangnan He

Proceedings of the 48th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2025

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., April, 2024

More Expressive Attention with Negative Weights.

Ang Lv, Ruobing Xie, Shuaipeng Li, Jiayi Liao, Xingwu Sun, Zhanhui Kang, Di Wang, Rui Yan

CoRR, 2024

RosePO: Aligning LLM-based Recommenders with Human Values.

Jiayi Liao, Xiangnan He, Ruobing Xie, Jiancan Wu, Yancheng Yuan, Xingwu Sun, Zhanhui Kang, Xiang Wang

CoRR, 2024

LLaRA: Large Language-Recommendation Assistant.

Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang, Xiangnan He

Proceedings of the 47th International ACM SIGIR Conference on Research and Development in Information Retrieval, 2024

Text-to-Image Generation for Abstract Concepts.

Jiayi Liao, Xu Chen, Qiang Fu, Lun Du, Xiangnan He, Xiang Wang, Shi Han, Dongmei Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

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, September, 2023

LLaRA: Aligning Large Language Models with Sequential Recommenders.

Jiayi Liao, Sihang Li, Zhengyi Yang, Jiancan Wu, Yancheng Yuan, Xiang Wang

CoRR, 2023

Concept Understanding in Large Language Models: An Empirical Study.

Jiayi Liao, Xu Chen, Lun Du

Proceedings of the First Tiny Papers Track at ICLR 2023, 2023