Context-Aware Recommendation of Learning Resources Using Rules Engine. - Lantao Hu; Zhao Du; Qiuli Tong; Yongqi Liu (ICALT, 2013)

Content-Boosted Restricted Boltzmann Machine for Recommendation. - Yongqi Liu; Qiuli Tong; Zhao Du; Lantao Hu (ICANN, 2014)

A Large Language Model Enhanced Conversational Recommender System. - Yue Feng; Shuchang Liu 006; Zhenghai Xue; Qingpeng Cai 001; Lantao Hu; Peng Jiang 002; Kun Gai; Fei Sun 001 (CoRR, 2023)

AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement. - Zhenghai Xue; Qingpeng Cai 001; Tianyou Zuo; Bin Yang 042; Lantao Hu; Peng Jiang 002; Kun Gai; Bo An 001 (CoRR, 2023)

Industrial Recommender System - Principles, Technologies and Enterprise Applications - Lantao Hu; Yueting Li; Guangfan Cui; Kexin Yi (Springer, 2024)

A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System. - Zhiqiang Liu; Xiaoxiao Xu; Jiaqi Yu; Han Xu; Lantao Hu; Han Li 005; Kun Gai (CIKM, 2024)

RecGPT. - Yabin Zhang 005; Wenhui Yu; Erhan Zhang; Xu Chen 017; Lantao Hu; Peng Jiang 002; Kun Gai (DASFAA (5), 2024)

Modeling User Retention through Generative Flow Networks. - Ziru Liu; Shuchang Liu 006; Bin Yang 042; Zhenghai Xue; Qingpeng Cai 001; Xiangyu Zhao 001; Zijian Zhang 009; Lantao Hu; Han Li 005; Peng Jiang 002 (KDD, 2024)

Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. - Jiakai Tang; Sunhao Dai; Zexu Sun; Xu Chen 017; Jun Xu 001; Wenhui Yu; Lantao Hu; Peng Jiang 002; Han Li 005 (KDD, 2024)

Future Impact Decomposition in Request-level Recommendations. - Xiaobei Wang; Shuchang Liu 006; Xueliang Wang; Qingpeng Cai 001; Lantao Hu; Han Li 005; Peng Jiang 002; Kun Gai; Guangming Xie (KDD, 2024)

Unsupervised Ranking Ensemble Model for Recommendation. - Wenhui Yu; Bingqi Liu; Bin Xia 012; Xiaoxiao Xu; Ying Chen; Yongchang Li; Lantao Hu (KDD, 2024)

Natural Language Explainable Recommendation with Robustness Enhancement. - Jingsen Zhang; Jiakai Tang; Xu Chen 017; Wenhui Yu; Lantao Hu; Peng Jiang 002; Han Li 005 (KDD, 2024)

Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation. - Yuting Zhang; Zhao Zhang 011; Yiqing Wu; Ying Sun 006; Fuzhen Zhuang; Wenhui Yu; Lantao Hu; Han Li 005; Kun Gai; Zhulin An; Yongjun Xu 001 (ACM Multimedia, 2024)

MODEM: Decoupling User Behavior for Shared-Account Video Recommendations on Large Screen Devices. - Jiang Li; Zhen Zhang; Xiang Feng; Muyang Li; Yongqi Liu; Lantao Hu (RecSys, 2024)

Modeling User Fatigue for Sequential Recommendation. - Nian Li; Xin Ban; Cheng Ling; Chen Gao 001; Lantao Hu; Peng Jiang 002; Kun Gai; Yong Li 008; Qingmin Liao (SIGIR, 2024)

Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. - Ziru Liu; Shuchang Liu 006; Zijian Zhang 009; Qingpeng Cai 001; Xiangyu Zhao 001; Kesen Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (SIGIR, 2024)

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. - Zijian Zhang 009; Shuchang Liu 006; Jiaao Yu; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Ziru Liu; Qidong Liu 002; Hongwei Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (SIGIR, 2024)

Enhancing Interpretability and Effectiveness in Recommendation with Numerical Features via Learning to Contrast the Counterfactual samples. - Xiaoxiao Xu; Hao Wu; Wenhui Yu; Lantao Hu; Peng Jiang 002; Kun Gai (WWW (Companion Volume), 2024)

Future Impact Decomposition in Request-level Recommendations. - Xiaobei Wang; Shuchang Liu 006; Xueliang Wang; Qingpeng Cai 001; Lantao Hu; Han Li 005; Peng Jiang 002; Guangming Xie (CoRR, 2024)

RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm. - Yabin Zhang 005; Wenhui Yu; Erhan Zhang; Xu Chen 017; Lantao Hu; Peng Jiang 002; Kun Gai (CoRR, 2024)

M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. - Zijian Zhang 009; Shuchang Liu 006; Jiaao Yu; Qingpeng Cai 001; Xiangyu Zhao 001; Chunxu Zhang; Ziru Liu; Qidong Liu 002; Hongwei Zhao; Lantao Hu; Peng Jiang 002; Kun Gai (CoRR, 2024)

A Model-based Multi-Agent Personalized Short-Video Recommender System. - Peilun Zhou; Xiaoxiao Xu; Lantao Hu; Han Li 005; Peng Jiang 002 (CoRR, 2024)

IFA: Interaction Fidelity Attention for Entire Lifelong Behaviour Sequence Modeling. - Wenhui Yu; Chao Feng; Yanze Zhang; Lantao Hu; Peng Jiang 002; Han Li 005 (CoRR, 2024)

End-to-End Learnable Item Tokenization for Generative Recommendation. - Enze Liu 005; Bowen Zheng 005; Cheng Ling; Lantao Hu; Han Li 005; Wayne Xin Zhao (CoRR, 2024)

Incorporating Group Prior into Variational Inference for Tail-User Behavior Modeling in CTR Prediction. - Han Xu; Taoxing Pan; Zhiqiang Liu; Xiaoxiao Xu; Lantao Hu (CoRR, 2024)

Coarse-to-fine Dynamic Uplift Modeling for Real-time Video Recommendation. - Chang Meng; Chenhao Zhai; Xueliang Wang; Shuchang Liu 006; Xiaoqiang Feng; Lantao Hu; Xiu Li 001; Han Li 005; Kun Gai (CoRR, 2024)

Soft Contrastive Sequential Recommendation. - Yabin Zhang 005; Zhenlei Wang; Wenhui Yu; Lantao Hu; Peng Jiang 002; Kun Gai; Xu Chen 017 (ACM Trans. Inf. Syst., 2024)

Generative Recommender with End-to-End Learnable Item Tokenization. - Enze Liu 005; Bowen Zheng 005; Cheng Ling; Lantao Hu; Han Li 005; Wayne Xin Zhao (SIGIR, 2025)

Comprehensive List Generation for Multi-Generator Reranking. - Hailan Yang; Zhenyu Qi; Shuchang Liu 006; Xiaoyu Yang; Xiaobei Wang; Xiang Li; Lantao Hu; Han Li 005; Kun Gai (SIGIR, 2025)

Distinguished Quantized Guidance for Diffusion-based Sequence Recommendation. - Wenyu Mao; Shuchang Liu 006; Haoyang Liu 002; Haozhe Liu; Xiang Li; Lantao Hu (WWW, 2025)

Value Function Decomposition in Markov Recommendation Process. - Xiaobei Wang; Shuchang Liu 006; Qingpeng Cai 001; Xiang Li; Lantao Hu; Han Li 005; Guangming Xie (WWW, 2025)

AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems. - Zhenghai Xue; Qingpeng Cai 001; Bin Yang 042; Lantao Hu; Peng Jiang 002; Kun Gai; Bo An 001 (WWW, 2025)

Explicit Uncertainty Modeling for Video Watch Time Prediction. - Shanshan Wu; Shuchang Liu 006; Shuai Zhang; Xiaoyu Yang; Xiang Li; Lantao Hu; Han Li 005 (CoRR, 2025)

Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation. - Qing Yu; Xiaobei Wang; Shuchang Liu 006; Yandong Bai; Xiaoyu Yang; Xueliang Wang; Chang Meng; Shanshan Wu; Hailan Yang; Huihui Xiao; Xiang Li; Fan Yang 094; et al. (CoRR, 2025)

OneRec Technical Report. - Guorui Zhou; Jiaxin Deng; Jinghao Zhang; Kuo Cai; Lejian Ren; Qiang Luo; Qianqian Wang; Qigen Hu; Rui Huang; Shiyao Wang 001; Weifeng Ding; Wuchao Li; et al. (CoRR, 2025)

An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation. - Tiantian He; Minzhi Xie; Runtong Li; Xiaoxiao Xu; Jiaqi Yu; Zixiu Wang; Lantao Hu; Han Li 005; Kun Gai (CoRR, 2025)