| 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, ... arXiv preprint arXiv:2307.16376, 2023 | 31 | 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 | 24 | 2022 |
| Improving one-class collaborative filtering via ranking-based implicit regularizer J Chen, D Lian, K Zheng Proceedings of the AAAI Conference on Artificial Intelligence 33 (01), 37-44, 2019 | 23 | 2019 |
| xLightFM: Extremely Memory-Efficient Factorization Machine G Jiang, H Wang, J Chen, H Wang, D Lian, E Chen Proceedings of the 44th International ACM SIGIR Conference on Research and …, 2021 | 19 | 2021 |
| Learning Recommenders for Implicit Feedback with Importance Resampling J Chen, D Lian, B Jin, K Zheng, E Chen Proceedings of the ACM Web Conference 2022, 1997-2005, 2022 | 17 | 2022 |
| Automated Creative Optimization for E-Commerce Advertising J Chen, J Xu, G Jiang, T Ge, Z Zhang, D Lian, K Zheng Proceedings of the Web Conference 2021, 2304-2313, 2021 | 15 | 2021 |
| Efficient Join Order Selection Learning with Graph-based Representation J Chen, G Ye, Y Zhao, S Liu, L Deng, X Chen, R Zhou, K Zheng Proceedings of the 28th ACM SIGKDD Conference on Knowledge Discovery and …, 2022 | 14 | 2022 |
| Cache-Augmented Inbatch Importance Resampling for Training Recommender Retriever J Chen, D Lian, Y Li, B Wang, K Zheng, E Chen Advances in Neural Information Processing Systems 35, 34817-34830, 2022 | 8 | 2022 |
| Efficient Optimal Selection for Composited Advertising Creatives with Tree Structure J Chen, T Ge, G Jiang, Z Zhang, D Lian, K Zheng Proceedings of the AAAI Conference on Artificial Intelligence 35 (5), 3967-3975, 2021 | 7 | 2021 |
| Ranking-based implicit regularization for one-class collaborative filtering D Lian, J Chen, K Zheng, E Chen, X Zhou IEEE Transactions on Knowledge and Data Engineering 34 (12), 5951-5963, 2021 | 5 | 2021 |
| 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 |
| Efficient Learning with Pseudo Labels for Query Cost Estimation S Liu, X Chen, Y Zhao, J Chen, R Zhou, K Zheng Proceedings of the 31st ACM International Conference on Information …, 2022 | 3 | 2022 |
| An Incremental Update Framework for Online Recommenders with Data-Driven Prior C Yang, J Chen, Q Yu, X Wu, K Ma, Z Zhao, Z Fang, W Chen, C Fan, J He, ... Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 2 | 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 | 2 | 2023 |
| Improving Implicit Alternating Least Squares with Ring-based Regularization R Fan, J Chen, J Zhang, D Lian, E Chen Proceedings of the 45th International ACM SIGIR Conference on Research and …, 2022 | 2 | 2022 |
| Collaborative filtering with ranking-based priors on unknown ratings J Chen, D Lian, K Zheng IEEE Intelligent Systems 35 (5), 38-49, 2020 | 2 | 2020 |
| Knowledge Distillation for High Dimensional Search Index Z Lu, J Chen, D Lian, Z Zhang, Y Ge, E Chen Advances in Neural Information Processing Systems 36, 2024 | 1 | 2024 |
| Batch-Mix Negative Sampling for Learning Recommendation Retrievers Y Fan, J Chen, Y Jiang, D Lian, F Guo, K Zheng Proceedings of the 32nd ACM International Conference on Information and …, 2023 | 1 | 2023 |
| AutoS2AE: Automate to Regularize Sparse Shallow Autoencoders for Recommendation R Fan, Y Pu, J Chen, Z Zhu, D Lian, E Chen Proceedings of the ACM Web Conference 2023, 1032-1042, 2023 | 1 | 2023 |
| Cache-Enhanced InBatch Sampling with Difficulty-Based Replacement Strategies for Learning Recommenders Y Li, D Lian, J Chen International Conference on Database Systems for Advanced Applications, 95-108, 2023 | | 2023 |
Defu Lian (连德富)Professor, University of Science and Technology of ChinaVerified email at ustc.edu.cn
