Accounting for the Correspondence in Commented Data. - Renqin Cai; Chi Wang 001; Hongning Wang (SIGIR, 2017)

Modeling Sequential Online Interactive Behaviors with Temporal Point Process. - Renqin Cai; Xueying Bai; Zhenrui Wang; Yuling Shi; Parikshit Sondhi; Hongning Wang (CIKM, 2018)

Accounting for Temporal Dynamics in Document Streams. - Zhendong Chu; Renqin Cai; Hongning Wang (CIKM, 2019)

Learning from Correlated Events for Equipment Relation Inference in Buildings. - Dezhi Hong; Renqin Cai; Hongning Wang; Kamin Whitehouse (BuildSys, 2019)

Malicious Attacks against Deep Reinforcement Learning Interpretations. - Mengdi Huai; Jianhui Sun; Renqin Cai; Liuyi Yao; Aidong Zhang (KDD, 2020)

Déjà vu: A Contextualized Temporal Attention Mechanism for Sequential Recommendation. - Jibang Wu; Renqin Cai; Hongning Wang (WWW, 2020)

Learning to Structure Long-term Dependence for Sequential Recommendation. - Renqin Cai; Qinglei Wang; Chong Wang; Xiaobing Liu (CoRR, 2020)

Category-aware Collaborative Sequential Recommendation. - Renqin Cai; Jibang Wu; Aidan San; Chong Wang; Hongning Wang (SIGIR, 2021)

Reversible Action Design for Combinatorial Optimization with Reinforcement Learning. - Fan Yao; Renqin Cai; Hongning Wang (CoRR, 2021)

Graph-based Extractive Explainer for Recommendations. - Peng Wang 105; Renqin Cai; Hongning Wang (WWW, 2022)

Comparative Explanations of Recommendations. - Aobo Yang; Nan Wang; Renqin Cai; Hongbo Deng; Hongning Wang (WWW, 2022)

Meta-Reinforcement Learning via Exploratory Task Clustering. - Zhendong Chu; Renqin Cai; Hongning Wang (AAAI, 2024)

MultiBalance: Multi-Objective Gradient Balancing in Industrial-Scale Multi-Task Recommendation System. - Yun He; Xuxing Chen; Jiayi Xu; Renqin Cai; Yiling You; Jennifer Cao; Minhui Huang; Liu Yang 001; Yiqun Liu; Xiaoyi Liu; Rong Jin 001; Sem Park; et al. (CoRR, 2024)

Towards An Efficient LLM Training Paradigm for CTR Prediction. - Allen Lin; Renqin Cai; Yun He 001; Hanchao Yu; Jing Qian; Rui Li; Qifan Wang 001; James Caverlee (CoRR, 2025)

Request-Only Optimization for Recommendation Systems. - Liang Guo; Wei Li; Lucy Liao; Huihui Cheng; Rui Zhang; Yu Shi; Yueming Wang; Yanzun Huang; Keke Zhai; Pengchao Wang; Timothy Shi; Xuan Cao; et al. (CoRR, 2025)