Efficient Sequential Recommendation for Long Term User Interest Via Personalization.

Renqin Cai

Qiang Zhang Hanchao Yu Ivan Ji Chen Yuan 0001 Yi Zhang Chihuang Liu Xiaolong Wang Christopher E. Lambert Ren Chen Chen Kovacs Xinzhu Bei Renqin Cai Rui Li Lizhu Zhang Xiangjun Fan Qunshu Zhang Benyu Zhang Efficient Sequential Recommendation for Long Term User Interest Via Personalization. 2026 January abs/2601.03479 CoRR https://doi.org/10.48550/arXiv.2601.03479 db/journals/corr/corr2601.html#abs-2601-03479 streams/journals/corr

Qiang Zhang Hanchao Yu Ivan Ji Chen Yuan 0001 Yi Zhang Chihuang Liu Xiaolong Wang Christopher E. Lambert Ren Chen Chen Kovacs Xinzhu Bei Renqin Cai Rui Li Lizhu Zhang Xiangjun Fan Qunshu Zhang Benyu Zhang Efficient Sequential Recommendation for Long Term User Interest Via Personalization. ICDM 2025 913-922 conf/icdm/2025 https://doi.org/10.1109/ICDM65498.2025.00099 db/conf/icdm/icdm2025.html#ZhangYJYZLWLCKBCLZFZZ25 streams/conf/icdm

Allen Lin Renqin Cai Yun He 0001 Hanchao Yu Jing Qian Rui Li Qifan Wang 0001 James Caverlee Towards An Efficient LLM Training Paradigm for CTR Prediction. 2025 March abs/2503.01001 CoRR https://doi.org/10.48550/arXiv.2503.01001 db/journals/corr/corr2503.html#abs-2503-01001 streams/journals/corr

Liang Guo Wei Li Lucy Liao Huihui Cheng Rui Zhang Yu Shi Yueming Wang Yanzun Huang Keke Zhai Pengchao Wang Timothy Shi Xuan Cao Shengzhi Wang Renqin Cai Zhaojie Gong Omkar Vichare Rui Jian Leon Gao Shiyan Deng Xingyu Liu Xiong Zhang Fu Li Wenlei Xie Bin Wen Rui Li Lu Fang Xing Liu Jiaqi Zhai Request-Only Optimization for Recommendation Systems. 2025 August abs/2508.05640 CoRR https://doi.org/10.48550/arXiv.2508.05640 db/journals/corr/corr2508.html#abs-2508-05640 streams/journals/corr

Zhendong Chu Renqin Cai Hongning Wang Meta-Reinforcement Learning via Exploratory Task Clustering. 11633-11641 2024 AAAI https://doi.org/10.1609/aaai.v38i10.29046 conf/aaai/2024 db/conf/aaai/aaai2024.html#ChuCW24

Yun He Xuxing Chen Jiayi Xu Renqin Cai Yiling You Jennifer Cao Minhui Huang Liu Yang 0001 Yiqun Liu Xiaoyi Liu Rong Jin 0001 Sem Park Bo Long Xue Feng MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System. 2024 abs/2411.11871 CoRR https://doi.org/10.48550/arXiv.2411.11871 db/journals/corr/corr2411.html#abs-2411-11871 streams/journals/corr

Peng Wang 0105 Renqin Cai Hongning Wang Graph-based Extractive Explainer for Recommendations. 2163-2171 2022 WWW https://doi.org/10.1145/3485447.3512168 conf/www/2022 db/conf/www/www2022.html#WangCW22 Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang Comparative Explanations of Recommendations. 3113-3123 2022 WWW https://doi.org/10.1145/3485447.3512031 conf/www/2022 db/conf/www/www2022.html#YangWCDW22

Peng Wang 0105 Renqin Cai Hongning Wang Graph-based Extractive Explainer for Recommendations. 2022 abs/2202.09730 CoRR https://arxiv.org/abs/2202.09730 db/journals/corr/corr2202.html#abs-2202-09730

Renqin Cai Jibang Wu Aidan San Chong Wang Hongning Wang Category-aware Collaborative Sequential Recommendation. 388-397 2021 SIGIR https://doi.org/10.1145/3404835.3462832 https://www.wikidata.org/entity/Q131012964 conf/sigir/2021 db/conf/sigir/sigir2021.html#CaiWSWW21

Fan Yao 0002 Renqin Cai Hongning Wang Reversible Action Design for Combinatorial Optimization with Reinforcement Learning. 2021 abs/2102.07210 CoRR https://arxiv.org/abs/2102.07210 db/journals/corr/corr2102.html#abs-2102-07210

Aobo Yang Nan Wang Renqin Cai Hongbo Deng Hongning Wang Comparative Explanations of Recommendations. 2021 abs/2111.00670 CoRR https://arxiv.org/abs/2111.00670 db/journals/corr/corr2111.html#abs-2111-00670

Mengdi Huai Jianhui Sun Renqin Cai Liuyi Yao Aidong Zhang 0001 Malicious Attacks against Deep Reinforcement Learning Interpretations. 472-482 2020 KDD https://doi.org/10.1145/3394486.3403089 conf/kdd/2020 db/conf/kdd/kdd2020.html#HuaiSCYZ20 Jibang Wu Renqin Cai Hongning Wang Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation. 2199-2209 2020 WWW https://doi.org/10.1145/3366423.3380285 conf/www/2020 db/conf/www/www2020.html#WuCW20

Renqin Cai Qinglei Wang Chong Wang Xiaobing Liu Learning to Structure Long-term Dependence for Sequential Recommendation. 2020 abs/2001.11369 CoRR https://arxiv.org/abs/2001.11369 db/journals/corr/corr2001.html#abs-2001-11369

Jibang Wu Renqin Cai Hongning Wang Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation. 2020 abs/2002.00741 CoRR https://arxiv.org/abs/2002.00741 db/journals/corr/corr2002.html#abs-2002-00741

Zhendong Chu Renqin Cai Hongning Wang Accounting for Temporal Dynamics in Document Streams. 1813-1822 2019 CIKM https://doi.org/10.1145/3357384.3358022 conf/cikm/2019 db/conf/cikm/cikm2019.html#ChuCW19 Dezhi Hong Renqin Cai Hongning Wang Kamin Whitehouse Learning from Correlated Events for Equipment Relation Inference in Buildings. 203-212 2019 BuildSys https://doi.org/10.1145/3360322.3360852 conf/sensys/2019buildsys db/conf/sensys/buildsys2019.html#HongCWW19 Renqin Cai Xueying Bai Zhenrui Wang Yuling Shi Parikshit Sondhi Hongning Wang Modeling Sequential Online Interactive Behaviors with Temporal Point Process. 873-882 2018 CIKM https://doi.org/10.1145/3269206.3271782 conf/cikm/2018 db/conf/cikm/cikm2018.html#CaiBWSSW18 Renqin Cai Chi Wang 0001 Hongning Wang Accounting for the Correspondence in Commented Data. 365-374 2017 SIGIR https://doi.org/10.1145/3077136.3080781 conf/sigir/2017 db/conf/sigir/sigir2017.html#Cai0W17 Xueying Bai Xinzhu Bei Jennifer Cao Xuan Cao James Caverlee Ren Chen Xuxing Chen Huihui Cheng Zhendong Chu Hongbo Deng Shiyan Deng Xiangjun Fan Lu Fang Xue Feng Leon Gao Zhaojie Gong Liang Guo Yun He Yun He 0001 Dezhi Hong Mengdi Huai Minhui Huang Yanzun Huang Ivan Ji Rui Jian Rong Jin 0001 Chen Kovacs Christopher E. Lambert Fu Li Rui Li Wei Li Lucy Liao Allen Lin Chihuang Liu Xiaobing Liu Xiaoyi Liu Xing Liu Xingyu Liu Yiqun Liu Bo Long Sem Park Jing Qian Aidan San Timothy Shi Yu Shi Yuling Shi Parikshit Sondhi Jianhui Sun Omkar Vichare Chi Wang 0001 Chong Wang Hongning Wang Nan Wang Peng Wang 0105 Pengchao Wang Qifan Wang 0001 Qinglei Wang Shengzhi Wang Xiaolong Wang Yueming Wang Zhenrui Wang Bin Wen Kamin Whitehouse Jibang Wu Wenlei Xie Jiayi Xu Aobo Yang Liu Yang 0001 Fan Yao 0002 Liuyi Yao Yiling You Hanchao Yu Chen Yuan 0001 Jiaqi Zhai Keke Zhai Aidong Zhang 0001 Benyu Zhang Lizhu Zhang Qiang Zhang Qunshu Zhang Rui Zhang Xiong Zhang Yi Zhang