RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation.

Jin Zeng 0001 https://orcid.org/0009-0005-1468-6693 Heilongjiang University, Harbin, China Jin Zeng Jin Zeng 0002 https://orcid.org/0000-0002-9879-7761 Northeastern University, Shenyang, China Jin Zeng 0003 https://orcid.org/0000-0001-5302-7176 Xiamen University, Xiamen, China Jin Zeng 0004 https://orcid.org/0000-0002-0180-7733 ongji University, Shanghai, China Jin Zeng 0005 https://orcid.org/0000-0002-7058-5804 Hubei University of Technology, Wuhan, Hubei, China 曾金 Jin Zeng 0006 https://orcid.org/0009-0009-1668-0948 AIxplorerBio Biotech Co., Ltd., Jiaxing, Zhejiang, China Jin Zeng 0001 Yupeng Qi Hui Li 0057 Chengming Li 0004 Ziyu Lyu Lixin Cui Lu Bai 0001 RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation. 4038-4046 2026 WWW https://doi.org/10.1145/3774904.3792451 conf/www/2026 db/conf/www/www2026.html#ZengQLLLCB26

Jin Zeng 0001 Yupeng Qi Hui Li 0057 Chengming Li 0004 Ziyu Lyu Lixin Cui Lu Bai 0001 RAIE: Region-Aware Incremental Preference Editing with LoRA for LLM-based Recommendation. 2026 March abs/2603.00638 CoRR https://doi.org/10.48550/arXiv.2603.00638 db/journals/corr/corr2603.html#abs-2603-00638 streams/journals/corr

Jin Zeng 0001 Nan Wang 0024 Jinbao Li Knowledge-driven hierarchical intents modeling for recommendation. 125361 2025 259 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2024.125361 db/journals/eswa/eswa259.html#ZengWL25 streams/journals/eswa

Xiujuan Li Nan Wang 0024 Jin Zeng 0001 Jinbao Li Time-Frequency Sensitive Prompt Tuning Framework for Session-based Recommendation. 126501 2025 270 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126501 db/journals/eswa/eswa270.html#LiWZL25 streams/journals/eswa

Xiujuan Li Nan Wang 0024 Xin Liu 0167 Jin Zeng 0001 Jinbao Li Time-based Knowledge-aware framework for Multi-Behavior Recommendation. 126840 2025 273 Expert Syst. Appl. https://doi.org/10.1016/j.eswa.2025.126840 db/journals/eswa/eswa273.html#LiWLZL25 streams/journals/eswa

Jin Zeng 0001 Nan Wang 0024 Jinbao Li Enhanced multi-view graph convolutional networks for session-based recommendation. 130742 2025 649 Neurocomputing https://doi.org/10.1016/j.neucom.2025.130742 db/journals/ijon/ijon649.html#ZengWL25 streams/journals/ijon

Nan Wang 0024 Dan Liu Jin Zeng 0001 Lijin Mu Jinbao Li HGRec: Group Recommendation With Hypergraph Convolutional Networks. 4214-4225 2024 June 11 IEEE Trans. Comput. Soc. Syst. 3 https://doi.org/10.1109/TCSS.2024.3363843 db/journals/tcss/tcss11.html#WangLZML24

Xiujuan Li Nan Wang 0024 Jin Zeng 0001 Yingli Zhong Zhonghui Shen Knowledge-enhanced Dynamic Modeling framework for Multi-Behavior Recommendation. 3882-3886 2024 CIKM https://doi.org/10.1145/3627673.3679949 conf/cikm/2024 db/conf/cikm/cikm2024.html#LiWZZS24 Jin Zeng 0001 Nan Wang 0024 Jinbao Li Dual-level Intents Modeling for Knowledge-aware Recommendation. 4238-4242 2024 CIKM https://doi.org/10.1145/3627673.3679902 conf/cikm/2024 db/conf/cikm/cikm2024.html#ZengWL24 Lu Bai 0001 Lixin Cui Chengming Li 0004 Hui Li 0057 Jinbao Li Xiujuan Li Dan Liu Xin Liu 0167 Ziyu Lyu Lijin Mu Yupeng Qi Zhonghui Shen Nan Wang 0024 Yingli Zhong