| When large language models meet personalization: Perspectives of challenges and opportunities J Chen, Z Liu, X Huang, C Wu, Q Liu, G Jiang, Y Pu, Y Lei, X Chen, ... World Wide Web 27 (4), 42, 2024 | 48 | 2024 |
| Recommender ai agent: Integrating large language models for interactive recommendations X Huang, J Lian, Y Lei, J Yao, D Lian, X Xie arXiv preprint arXiv:2308.16505, 2023 | 48 | 2023 |
| Fast variational autoencoder with inverted multi-index for collaborative filtering J Chen, D Lian, B Jin, X Huang, K Zheng, E Chen Proceedings of the ACM Web Conference 2022, 1944-1954, 2022 | 26 | 2022 |
| Understanding the planning of LLM agents: A survey X Huang, W Liu, X Chen, X Wang, H Wang, D Lian, Y Wang, R Tang, ... arXiv preprint arXiv:2402.02716, 2024 | 19 | 2024 |
| Recexplainer: Aligning large language models for recommendation model interpretability Y Lei, J Lian, J Yao, X Huang, D Lian, X Xie arXiv preprint arXiv:2311.10947, 2023 | 10 | 2023 |
| RecStudio: Towards a Highly-Modularized Recommender System D Lian, X Huang, X Chen, J Chen, X Wang, Y Wang, H Jin, R Fan, Z Liu, ... Proceedings of the 46th International ACM SIGIR Conference on Research and …, 2023 | 4 | 2023 |
| Cooperative Retriever and Ranker in Deep Recommenders X Huang, D Lian, J Chen, L Zheng, X Xie, E Chen Proceedings of the ACM Web Conference 2023, 1150-1161, 2023 | 4 | 2023 |
| RecAI: Leveraging Large Language Models for Next-Generation Recommender Systems J Lian, Y Lei, X Huang, J Yao, W Xu, X Xie Companion Proceedings of the ACM on Web Conference 2024, 1031-1034, 2024 | 1 | 2024 |
| CELA: Cost-Efficient Language Model Alignment for CTR Prediction X Wang, W Liu, X Chen, Q Liu, X Huang, D Lian, X Li, Y Wang, Z Dong, ... arXiv preprint arXiv:2405.10596, 2024 | | 2024 |
| A Data-Centric Multi-Objective Learning Framework for Responsible Recommendation Systems X Huang, J Lian, H Wang, H Liao, D Lian, X Xie Proceedings of the ACM on Web Conference 2024, 3129-3138, 2024 | | 2024 |
| WESE: Weak Exploration to Strong Exploitation for LLM Agents X Huang, W Liu, X Chen, X Wang, D Lian, Y Wang, R Tang, E Chen arXiv preprint arXiv:2404.07456, 2024 | | 2024 |
| Learning-Efficient Yet Generalizable Collaborative Filtering for Item Recommendation Y Pu, X Chen, X Huang, J Chen, D Lian, E Chen Forty-first International Conference on Machine Learning, 0 | | |
Defu Lian (连德富)Professor, University of Science and Technology of ChinaVerified email at ustc.edu.cn
