PCCF: Periodic and continual temporal co-factorization for recommender systems. - Guibing Guo; Feida Zhu 001; Shilin Qu; Xingwei Wang 001 (Inf. Sci., 2018)

Fast discrete factorization machine for personalized item recommendation. - Shilin Qu; Guibing Guo; Yuan Liu 002; Yuan Yao 001; Wei Wei 002 (Knowl. Based Syst., 2020)

NormMark: A Weakly Supervised Markov Model for Socio-cultural Norm Discovery. - Farhad Moghimifar; Shilin Qu; Tongtong Wu; Yuan-Fang Li; Gholamreza Haffari (ACL (Findings), 2023)

Hypergraph Node Representation Learning with One-Stage Message Passing. - Shilin Qu; Weiqing Wang 001; Yuan-Fang Li; Xin Zhou 023; Fajie Yuan (CoRR, 2023)

CmnRec: Sequential Recommendations With Chunk-Accelerated Memory Network. - Shilin Qu; Fajie Yuan; Guibing Guo; Liguang Zhang; Wei Wei 002 (IEEE Trans. Knowl. Data Eng., 2023)

Scalable Transformer for High Dimensional Multivariate Time Series Forecasting. - Xin Zhou 023; Weiqing Wang 001; Wray L. Buntine; Shilin Qu; Abishek Sriramulu; Weicong Tan; Christoph Bergmeir (CIKM, 2024)

RENOVI: A Benchmark Towards Remediating Norm Violations in Socio-Cultural Conversations. - Haolan Zhan; Zhuang Li 001; Xiaoxi Kang; Tao Feng 013; Yuncheng Hua; Lizhen Qu; Yi Ying; Mei Rianto Chandra; Kelly Rosalin; Jureynolds Jureynolds; Suraj Sharma; Shilin Qu; et al. (NAACL-HLT (Findings), 2024)

Scalable Frame-based Construction of Sociocultural NormBases for Socially-Aware Dialogues. - Shilin Qu; Weiqing Wang 001; Xin Zhou 023; Haolan Zhan; Zhuang Li 001; Lizhen Qu; Linhao Luo; Yuan-Fang Li; Gholamreza Haffari (CoRR, 2024)

Scalable and Effective Negative Sample Generation for Hyperedge Prediction. - Shilin Qu; Weiqing Wang 001; Yuan-Fang Li; Quoc Viet Hung Nguyen; Hongzhi Yin (CoRR, 2024)

Unveiling the Potential of Text in High-Dimensional Time Series Forecasting. - Xin Zhou 023; Weiqing Wang 001; Shilin Qu; Zhiqiang Zhang; Christoph Bergmeir (CoRR, 2025)