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2020 – today
- 2026
[c25]Na Li
, Jiaqi Yu, Minzhi Xie, Tiantian He, Xiaoxiao Xu, Zixiu Wang, Lantao Hu, Yongqi Liu, Han Li, Kaiqiao Zhan, Kun Gai:
Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation. SIGIR 2026: 1038-1048- [c24]Changle Qu, Sunhao Dai, Ke Guo, Xiao Zhang, Liqin Zhao, Shijun Wang, Yanan Niu, Lantao Hu, Han Li, Jun Xu:
KuaiLive: A Real-time Interactive Dataset for Live Streaming Recommendation. SIGIR 2026: 3356-3364 - [i31]Na Li, Jiaqi Yu, Minzhi Xie, Tiantian He, Xiaoxiao Xu, Zixiu Wang, Lantao Hu, Yongqi Liu, Han Li, Kaiqiao Zhan, Kun Gai:
Towards End-to-End Alignment of User Satisfaction via Questionnaire in Video Recommendation. CoRR abs/2601.20215 (2026) - [i30]Chenghao Zhang, Chao Feng, Yuanhao Pu, Xunyong Yang, Wenhui Yu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai:
SOLAR: SVD-Optimized Lifelong Attention for Recommendation. CoRR abs/2603.02561 (2026) - [i29]Chao Feng, Yuanhao Pu, Chenghao Zhang, Shanqi Liu, Shuchang Liu, Xiang Li, Yongqi Liu, Lantao Hu, Kaiqiao Zhan, Han Li, Kun Gai:
FlashEvaluator: Expanding Search Space with Parallel Evaluation. CoRR abs/2603.02565 (2026) - [i28]Pengyue Jia, Xiaobei Wang, Yingyi Zhang, Shuchang Liu, Yupeng Hou, Hailan Yang, Xu Gao, Xiaopeng Li, Yejing Wang, Julian J. McAuley, Xiang Li, Lantao Hu, Yongqi Liu, Kaiqiao Zhan, Han Li, Kun Gai, Xiangyu Zhao:
From Local Indices to Global Identifiers: Generative Reranking for Recommender Systems via Global Action Space. CoRR abs/2604.25291 (2026) - [i27]Le Zhang, Xiaolan Zhu, Yuchen Wang, Shilong Kang, Jiaqi Xue, Xiaoyu Zhang, Xiang Chen, Yalong Guan, Xiangyu Wu, Shijun Wang, Lantao Hu, Kun Gai:
Bridging Short Videos and Live Streams: Reasoning-Guided Multimodal LLMs for Cross-Domain Representation Learning. CoRR abs/2606.04448 (2026) - 2025
- [c23]Guoqing Hu, An Zhang, Shuchang Liu, Wenyu Mao, Jiancan Wu, Xun Yang, Xiang Li, Lantao Hu, Han Li, Kun Gai, Xiang Wang:
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation. NeurIPS 2025 - [c22]Qing Yu, Xiaobei Wang, Shuchang Liu, Yandong Bai, Xiaoyu Yang, Xueliang Wang, Chang Meng, Shanshan Wu, Hailan Yang, Bin Wen, Huihui Xiao, Xiang Li, Fan Yang, Xiaoqiang Feng, Lantao Hu, Han Li, Kun Gai, Lixin Zou:
Who You Are Matters: Bridging Interests and Social Roles via LLM-Enhanced Logic Recommendation. NeurIPS 2025 - [c21]Chang Meng, Chenhao Zhai, Xueliang Wang, Shuchang Liu, Xiaoqiang Feng, Lantao Hu, Xiu Li, Han Li, Kun Gai:
Enhancing Online Video Recommendation via a Coarse-to-fine Dynamic Uplift Modeling Framework. RecSys 2025: 82-92 - [c20]Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao:
Generative Recommender with End-to-End Learnable Item Tokenization. SIGIR 2025: 729-739 - [c19]Hailan Yang, Zhenyu Qi, Shuchang Liu, Xiaoyu Yang, Xiaobei Wang, Xiang Li, Lantao Hu, Han Li, Kun Gai:
Comprehensive List Generation for Multi-Generator Reranking. SIGIR 2025: 2298-2308 - [c18]Xiaobei Wang, Shuchang Liu, Qingpeng Cai, Xiang Li, Lantao Hu, Han Li, Guangming Xie:
Value Function Decomposition in Markov Recommendation Process. WWW 2025: 379-390 - [c17]Zhenghai Xue, Qingpeng Cai, Bin Yang, Lantao Hu, Peng Jiang, Kun Gai, Bo An:
AURO: Reinforcement Learning for Adaptive User Retention Optimization in Recommender Systems. WWW 2025: 391-401 - [c16]Wenyu Mao, Shuchang Liu, Haoyang Liu, Haozhe Liu, Xiang Li, Lantao Hu:
Distinguished Quantized Guidance for Diffusion-based Sequence Recommendation. WWW 2025: 425-435 - [d1]Changle Qu, Sunhao Dai, Ke Guo, Xiao Zhang, Liqin Zhao, Shijun Wang, Yanan Niu, Lantao Hu, Han Li, Jun Xu:
KuaiLive. Zenodo, 2025
- [i26]Xiaobei Wang, Shuchang Liu, Qingpeng Cai, Xiang Li, Lantao Hu, Han Li, Guangming Xie:
Value Function Decomposition in Markov Recommendation Process. CoRR abs/2501.17409 (2025) - [i25]Shanshan Wu, Shuchang Liu, Shuai Zhang, Xiaoyu Yang, Xiang Li, Lantao Hu, Han Li:
Explicit Uncertainty Modeling for Video Watch Time Prediction. CoRR abs/2504.07575 (2025) - [i24]Hailan Yang, Zhenyu Qi, Shuchang Liu, Xiaoyu Yang, Xiaobei Wang, Xiang Li, Lantao Hu, Han Li, Kun Gai:
Comprehensive List Generation for Multi-Generator Reranking. CoRR abs/2504.15625 (2025) - [i23]Qing Yu, Xiaobei Wang, Shuchang Liu, Yandong Bai, Xiaoyu Yang, Xueliang Wang, Chang Meng, Shanshan Wu, Hailan Yang, Huihui Xiao, Xiang Li, Fan Yang, Xiaoqiang Feng, Lantao Hu, Han Li, Kun Gai, Lixin Zou:
Who You Are Matters: Bridging Topics and Social Roles via LLM-Enhanced Logical Recommendation. CoRR abs/2505.10940 (2025) - [i22]Guorui Zhou, Jiaxin Deng, Jinghao Zhang, Kuo Cai, Lejian Ren, Qiang Luo, Qianqian Wang, Qigen Hu, Rui Huang, Shiyao Wang, Weifeng Ding, Wuchao Li, Xinchen Luo, Xingmei Wang, Zexuan Cheng, Zixing Zhang, Bin Zhang, Boxuan Wang, Chaoyi Ma, Chengru Song, Chenhui Wang, Di Wang, Dongxue Meng, Fan Yang, Fangyu Zhang, Feng Jiang, Fuxing Zhang, Gang Wang, Guowang Zhang, Han Li, Hengrui Hu, Hezheng Lin, Hongtao Cheng, Hongyang Cao, Huanjie Wang, Jiaming Huang, Jiapeng Chen, Jiaqiang Liu, Jinghui Jia, Kun Gai, Lantao Hu, Liang Zeng, Liao Yu, Qiang Wang, Qidong Zhou, Shengzhe Wang, Shihui He, Shuang Yang, Shujie Yang, Sui Huang, Tao Wu, Tiantian He, Tingting Gao, Wei Yuan, Xiao Liang, Xiaoxiao Xu, Xugang Liu, Yan Wang, Yi Wang, Yiwu Liu, Yue Song, Yufei Zhang, Yunfan Wu, Yunfeng Zhao, Zhanyu Liu:
OneRec Technical Report. CoRR abs/2506.13695 (2025) - [i21]Tiantian He, Minzhi Xie, Runtong Li, Xiaoxiao Xu, Jiaqi Yu, Zixiu Wang, Lantao Hu, Han Li, Kun Gai:
An End-to-End Multi-objective Ensemble Ranking Framework for Video Recommendation. CoRR abs/2508.05093 (2025) - [i20]Guorui Zhou, Hengrui Hu, Hongtao Cheng, Huanjie Wang, Jiaxin Deng, Jinghao Zhang, Kuo Cai, Lejian Ren, Lu Ren, Liao Yu, Pengfei Zheng, Qiang Luo, Qianqian Wang, Qigen Hu, Rui Huang, Ruiming Tang, Shiyao Wang, Shujie Yang, Tao Wu, Wuchao Li, Xinchen Luo, Xingmei Wang, Yi Su, Yunfan Wu, Zexuan Cheng, Zhanyu Liu, Zixing Zhang, Bin Zhang, Boxuan Wang, Chaoyi Ma, Chengru Song, Chenhui Wang, Chenglong Chu, Di Wang, Dongxue Meng, Dunju Zang, Fan Yang, Fangyu Zhang, Feng Jiang, Fuxing Zhang, Gang Wang, Guowang Zhang, Han Li, Honghui Bao, Hongyang Cao, Jiaming Huang, Jiapeng Chen, Jiaqiang Liu, Jinghui Jia, Kun Gai, Lantao Hu, Liang Zeng, Qiang Wang, Qidong Zhou, Rongzhou Zhang, Shengzhe Wang, Shihui He, Shuang Yang, Siyang Mao, Sui Huang, Tiantian He, Tingting Gao, Wei Yuan, Xiao Liang, Xiaoxiao Xu, Xugang Liu, Yan Wang, Yang Zhou, Yi Wang, Yiwu Liu, Yue Song, Yufei Zhang, Yunfeng Zhao, Zhixin Ling, Ziming Li:
OneRec-V2 Technical Report. CoRR abs/2508.20900 (2025) - [i19]Xiaoxiao Xu, Hao Wu, Wenhui Yu, Lantao Hu, Peng Jiang, Kun Gai:
Enhancing Interpretability and Effectiveness in Recommendation with Numerical Features via Learning to Contrast the Counterfactual samples. CoRR abs/2509.03187 (2025) - [i18]Wenyu Mao, Shuchang Liu, Hailan Yang, Xiaobei Wang, Xiaoyu Yang, Xu Gao, Xiang Li, Lantao Hu, Han Li, Kun Gai, An Zhang, Xiang Wang:
Denoising Neural Reranker for Recommender Systems. CoRR abs/2509.18736 (2025) - [i17]Kaike Zhang, Xiaobei Wang, Shuchang Liu, Hailan Yang, Xiang Li, Lantao Hu, Han Li, Qi Cao, Fei Sun, Kun Gai:
GoalRank: Group-Relative Optimization for a Large Ranking Model. CoRR abs/2509.22046 (2025) - [i16]Guoqing Hu, An Zhang, Shuchang Liu, Wenyu Mao, Jiancan Wu, Xun Yang, Xiang Li, Lantao Hu, Han Li, Kun Gai, Xiang Wang:
Fading to Grow: Growing Preference Ratios via Preference Fading Discrete Diffusion for Recommendation. CoRR abs/2509.26063 (2025) - [i15]Yutian Xiao, Meng Yuan, Fuzhen Zhuang, Wei Chen, Shukuan Wang, Shanqi Liu, Chao Feng, Wenhui Yu, Xiang Li, Lantao Hu, Han Li, Zhao Zhang:
DUET: Dual Model Co-Training for Entire Space CTR Prediction. CoRR abs/2510.24369 (2025) - 2024
- [b1]Lantao Hu, Yueting Li, Guangfan Cui, Kexin Yi:
Industrial Recommender System - Principles, Technologies and Enterprise Applications. Springer 2024, ISBN 978-981-97-2580-9, pp. 1-246 - [j1]Yabin Zhang, Zhenlei Wang, Wenhui Yu, Lantao Hu, Peng Jiang, Kun Gai, Xu Chen:
Soft Contrastive Sequential Recommendation. ACM Trans. Inf. Syst. 42(6): 154:1-154:28 (2024) - [c15]Zhiqiang Liu, Xiaoxiao Xu, Jiaqi Yu, Han Xu, Lantao Hu, Han Li, Kun Gai:
A Self-Adaptive Fairness Constraint Framework for Industrial Recommender System. CIKM 2024: 4726-4733 - [c14]Yabin Zhang, Wenhui Yu, Erhan Zhang, Xu Chen, Lantao Hu, Peng Jiang, Kun Gai:
RecGPT. DASFAA (5) 2024: 233-250 - [c13]Jiakai Tang, Sunhao Dai, Zexu Sun, Xu Chen, Jun Xu, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li:
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. KDD 2024: 2854-2865 - [c12]Jingsen Zhang, Jiakai Tang, Xu Chen, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li:
Natural Language Explainable Recommendation with Robustness Enhancement. KDD 2024: 4203-4212 - [c11]Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang:
Modeling User Retention through Generative Flow Networks. KDD 2024: 5497-5508 - [c10]Xiaobei Wang, Shuchang Liu, Xueliang Wang, Qingpeng Cai, Lantao Hu, Han Li, Peng Jiang, Kun Gai, Guangming Xie:
Future Impact Decomposition in Request-level Recommendations. KDD 2024: 5905-5916 - [c9]Wenhui Yu, Bingqi Liu, Bin Xia, Xiaoxiao Xu, Ying Chen, Yongchang Li, Lantao Hu:
Unsupervised Ranking Ensemble Model for Recommendation. KDD 2024: 6181-6189 - [c8]Yuting Zhang, Zhao Zhang, Yiqing Wu, Ying Sun, Fuzhen Zhuang, Wenhui Yu, Lantao Hu, Han Li, Kun Gai, Zhulin An, Yongjun Xu:
Tag Tree-Guided Multi-grained Alignment for Multi-Domain Short Video Recommendation. ACM Multimedia 2024: 5683-5691 - [c7]Jiang Li, Zhen Zhang, Xiang Feng, Muyang Li, Yongqi Liu, Lantao Hu:
MODEM: Decoupling User Behavior for Shared-Account Video Recommendations on Large Screen Devices. RecSys 2024: 907-911 - [c6]Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai:
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. SIGIR 2024: 893-902 - [c5]Nian Li, Xin Ban, Cheng Ling, Chen Gao, Lantao Hu, Peng Jiang, Kun Gai, Yong Li, Qingmin Liao:
Modeling User Fatigue for Sequential Recommendation. SIGIR 2024: 996-1005 - [c4]Ziru Liu, Shuchang Liu, Zijian Zhang, Qingpeng Cai, Xiangyu Zhao, Kesen Zhao, Lantao Hu, Peng Jiang, Kun Gai:
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. SIGIR 2024: 1872-1882 - [c3]Xiaoxiao Xu, Hao Wu, Wenhui Yu, Lantao Hu, Peng Jiang, Kun Gai:
Enhancing Interpretability and Effectiveness in Recommendation with Numerical Features via Learning to Contrast the Counterfactual samples. WWW (Companion Volume) 2024: 453-460 - [i14]Xiaobei Wang, Shuchang Liu, Xueliang Wang, Qingpeng Cai, Lantao Hu, Han Li, Peng Jiang, Guangming Xie:
Future Impact Decomposition in Request-level Recommendations. CoRR abs/2401.16108 (2024) - [i13]Ziru Liu, Shuchang Liu, Zijian Zhang, Qingpeng Cai, Xiangyu Zhao, Kesen Zhao, Lantao Hu, Peng Jiang, Kun Gai:
Sequential Recommendation for Optimizing Both Immediate Feedback and Long-term Retention. CoRR abs/2404.03637 (2024) - [i12]Yabin Zhang, Wenhui Yu, Erhan Zhang, Xu Chen, Lantao Hu, Peng Jiang, Kun Gai:
RecGPT: Generative Personalized Prompts for Sequential Recommendation via ChatGPT Training Paradigm. CoRR abs/2404.08675 (2024) - [i11]Zijian Zhang, Shuchang Liu, Jiaao Yu, Qingpeng Cai, Xiangyu Zhao, Chunxu Zhang, Ziru Liu, Qidong Liu, Hongwei Zhao, Lantao Hu, Peng Jiang, Kun Gai:
M3oE: Multi-Domain Multi-Task Mixture-of Experts Recommendation Framework. CoRR abs/2404.18465 (2024) - [i10]Peilun Zhou, Xiaoxiao Xu, Lantao Hu, Han Li, Peng Jiang:
A Model-based Multi-Agent Personalized Short-Video Recommender System. CoRR abs/2405.01847 (2024) - [i9]Nian Li, Xin Ban, Cheng Ling, Chen Gao, Lantao Hu, Peng Jiang, Kun Gai, Yong Li, Qingmin Liao:
Modeling User Fatigue for Sequential Recommendation. CoRR abs/2405.11764 (2024) - [i8]Ziru Liu, Shuchang Liu, Bin Yang, Zhenghai Xue, Qingpeng Cai, Xiangyu Zhao, Zijian Zhang, Lantao Hu, Han Li, Peng Jiang:
Modeling User Retention through Generative Flow Networks. CoRR abs/2406.06043 (2024) - [i7]Wenhui Yu, Chao Feng, Yanze Zhang, Lantao Hu, Peng Jiang, Han Li:
IFA: Interaction Fidelity Attention for Entire Lifelong Behaviour Sequence Modeling. CoRR abs/2406.09742 (2024) - [i6]Jiakai Tang, Sunhao Dai, Zexu Sun, Xu Chen, Jun Xu, Wenhui Yu, Lantao Hu, Peng Jiang, Han Li:
Towards Robust Recommendation via Decision Boundary-aware Graph Contrastive Learning. CoRR abs/2407.10184 (2024) - [i5]Enze Liu, Bowen Zheng, Cheng Ling, Lantao Hu, Han Li, Wayne Xin Zhao:
End-to-End Learnable Item Tokenization for Generative Recommendation. CoRR abs/2409.05546 (2024) - [i4]Han Xu, Taoxing Pan, Zhiqiang Liu, Xiaoxiao Xu, Lantao Hu:
Incorporating Group Prior into Variational Inference for Tail-User Behavior Modeling in CTR Prediction. CoRR abs/2410.15098 (2024) - [i3]Chang Meng, Chenhao Zhai, Xueliang Wang, Shuchang Liu, Xiaoqiang Feng, Lantao Hu, Xiu Li, Han Li, Kun Gai:
Coarse-to-fine Dynamic Uplift Modeling for Real-time Video Recommendation. CoRR abs/2410.16755 (2024) - 2023
- [i2]Yue Feng, Shuchang Liu, Zhenghai Xue, Qingpeng Cai, Lantao Hu, Peng Jiang, Kun Gai, Fei Sun:
A Large Language Model Enhanced Conversational Recommender System. CoRR abs/2308.06212 (2023) - [i1]Zhenghai Xue, Qingpeng Cai, Tianyou Zuo, Bin Yang, Lantao Hu, Peng Jiang, Kun Gai, Bo An:
AdaRec: Adaptive Sequential Recommendation for Reinforcing Long-term User Engagement. CoRR abs/2310.03984 (2023)
2010 – 2019
- 2014
- [c2]Yongqi Liu, Qiuli Tong, Zhao Du, Lantao Hu:
Content-Boosted Restricted Boltzmann Machine for Recommendation. ICANN 2014: 773-780 - 2013
- [c1]Lantao Hu, Zhao Du, Qiuli Tong, Yongqi Liu:
Context-Aware Recommendation of Learning Resources Using Rules Engine. ICALT 2013: 181-183
Coauthor Index
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