LoopFM: Learning frOm HistOrical RePresentations of Foundation Model for Recommendation.

Zhehui Zhou

Shali Jiang 0003 Hua Zheng Boyang Liu Laming Chen Kenny Lov Chuanqi Xu Lisang Ding Qinghai Zhou Can Cui Xiaolong Liu 0012 Xiaoyi Liu Yasmine Badr Xin Xu Jiyan Yang Ellie Dingqiao Wen Gerard Jonathan Mugisha Akkerhuis Chenxiao Guan Rong Jin 0001 Ruichao Qiu Xian Chen Shifu Xu Zhehui Zhou Ping Chen Rui Yang Haicheng Chen Xiangge Meng Song Zhou Dharak Kharod Shuyu Xu Qiang Jin Qiao Yang Wankun Zhu Qin Huang 0006 Yuzhen Huang 0001 Darren Liu Parish Aggarwal Hui Zhou Erzhuo Wang Shuo Chang Xiaorui Gan Wenlin Chen Santanu Kolay Huayu Li LoopFM: Learning frOm HistOrical RePresentations of Foundation Model for Recommendation. 2026 May abs/2605.29280 CoRR https://doi.org/10.48550/arXiv.2605.29280 db/journals/corr/corr2605.html#abs-2605-29280 streams/journals/corr

Yichen Liu 0005 Jiawei Chen 0007 Defang Chen 0001 Zhehui Zhou Yan Feng Can Wang 0001 Confidence-aware Self-Semantic Distillation on Knowledge Graph Embedding. 1493-1502 2024 CIKM https://doi.org/10.1145/3627673.3679683 https://www.wikidata.org/entity/Q130847604 conf/cikm/2024 db/conf/cikm/cikm2024.html#Liu00ZF024

Zhehui Zhou Can Wang 0001 Yan Feng Defang Chen 0001 JointE: Jointly utilizing 1D and 2D convolution for knowledge graph embedding. 108100 2022 240 Knowl. Based Syst. https://doi.org/10.1016/j.knosys.2021.108100 db/journals/kbs/kbs240.html#ZhouWFC22

Zhehui Zhou Defang Chen 0001 Can Wang 0001 Yan Feng Chun Chen 0001 Improving Knowledge Graph Embedding via Iterative Self-Semantic Knowledge Distillation. 2022 abs/2206.02963 CoRR https://doi.org/10.48550/arXiv.2206.02963 db/journals/corr/corr2206.html#abs-2206-02963

Parish Aggarwal Gerard Jonathan Mugisha Akkerhuis Yasmine Badr Shuo Chang Chun Chen 0001 Defang Chen 0001 Haicheng Chen Jiawei Chen 0007 Laming Chen Ping Chen Wenlin Chen Xian Chen Can Cui Lisang Ding Yan Feng Xiaorui Gan Chenxiao Guan Qin Huang 0006 Yuzhen Huang 0001 Shali Jiang 0003 Qiang Jin Rong Jin 0001 Dharak Kharod Santanu Kolay Huayu Li Boyang Liu Darren Liu Xiaolong Liu 0012 Xiaoyi Liu Yichen Liu 0005 Kenny Lov Xiangge Meng Ruichao Qiu Can Wang 0001 Erzhuo Wang Ellie WenEllie Dingqiao Wen Chuanqi Xu Shifu Xu Shuyu Xu Xin Xu Jiyan Yang Qiao Yang Rui Yang Hua Zheng Hui Zhou Qinghai Zhou Song Zhou Wankun Zhu