| Product-based neural networks for user response prediction Y Qu, H Cai, K Ren, W Zhang, Y Yu, Y Wen, J Wang 2016 IEEE 16th international conference on data mining (ICDM), 1149-1154, 2016 | 739 | 2016 |
| Real-time bidding by reinforcement learning in display advertising H Cai, K Ren, W Zhang, K Malialis, J Wang, Y Yu, D Guo Proceedings of the tenth ACM international conference on web search and data …, 2017 | 295 | 2017 |
| Dynamic attention deep model for article recommendation by learning human editors' demonstration X Wang, L Yu, K Ren, G Tao, W Zhang, Y Yu, J Wang Proceedings of the 23rd acm sigkdd international conference on knowledge …, 2017 | 182 | 2017 |
| Interactive recommender system via knowledge graph-enhanced reinforcement learning S Zhou, X Dai, H Chen, W Zhang, K Ren, R Tang, X He, Y Yu Proceedings of the 43rd international ACM SIGIR conference on research and …, 2020 | 159 | 2020 |
| Deep Recurrent Survival Analysis K Ren, J Qin, L Zheng, Z Yang, W Zhang, L Qiu, Y Yu Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19), 2019 | 134 | 2019 |
| Lifelong sequential modeling with personalized memorization for user response prediction K Ren, J Qin, Y Fang, W Zhang, L Zheng, W Bian, G Zhou, J Xu, Y Yu, ... Proceedings of the 42nd International ACM SIGIR Conference on Research and …, 2019 | 120 | 2019 |
| Activation Maximization Generative Adversarial Nets Z Zhou, H Cai, S Rong, Y Song, K Ren, W Zhang, Y Yu, J Wang ICLR 2018, 2018 | 111 | 2018 |
| Bidding machine: Learning to bid for directly optimizing profits in display advertising K Ren, W Zhang, K Chang, Y Rong, Y Yu, J Wang IEEE Transactions on Knowledge and Data Engineering 30 (4), 645-659, 2017 | 98 | 2017 |
| Sequential recommendation with dual side neighbor-based collaborative relation modeling J Qin, K Ren, Y Fang, W Zhang, Y Yu Proceedings of the 13th international conference on web search and data …, 2020 | 49 | 2020 |
| User response learning for directly optimizing campaign performance in display advertising K Ren, W Zhang, Y Rong, H Zhang, Y Yu, J Wang Proceedings of the 25th acm international on conference on information and …, 2016 | 49 | 2016 |
| Learning multi-touch conversion attribution with dual-attention mechanisms for online advertising K Ren, Y Fang, W Zhang, S Liu, J Li, Y Zhang, Y Yu, J Wang Proceedings of the 27th acm international conference on information and …, 2018 | 43 | 2018 |
| Deep landscape forecasting for real-time bidding advertising K Ren, J Qin, L Zheng, Z Yang, W Zhang, Y Yu Proceedings of the 25th ACM SIGKDD international conference on knowledge …, 2019 | 42 | 2019 |
| Universal trading for order execution with oracle policy distillation Y Fang, K Ren, W Liu, D Zhou, W Zhang, J Bian, Y Yu, TY Liu Proceedings of the AAAI Conference on Artificial Intelligence 35 (1), 107-115, 2021 | 41 | 2021 |
| Bootstrapped transformer for offline reinforcement learning K Wang, H Zhao, X Luo, K Ren, W Zhang, D Li Advances in Neural Information Processing Systems 35, 34748-34761, 2022 | 40 | 2022 |
| Functional bid landscape forecasting for display advertising Y Wang, K Ren, W Zhang, J Wang, Y Yu Machine Learning and Knowledge Discovery in Databases: European Conference …, 2016 | 40 | 2016 |
| Towards generating real-world time series data H Pei, K Ren, Y Yang, C Liu, T Qin, D Li 2021 IEEE International Conference on Data Mining (ICDM), 469-478, 2021 | 38 | 2021 |
| Domain generalization using pretrained models without fine-tuning Z Li, K Ren, X Jiang, B Li, H Zhang, D Li arXiv preprint arXiv:2203.04600, 2022 | 28 | 2022 |
| Guiding the One-to-one Mapping in CycleGAN via Optimal Transport G Lu, Z Zhou, Y Song, K Ren, Y Yu Proceedings of the 33rd AAAI Conference on Artificial Intelligence (AAAI-19), 2019 | 27 | 2019 |
| Simple: Specialized model-sample matching for domain generalization Z Li, K Ren, X Jiang, Y Shen, H Zhang, D Li The Eleventh International Conference on Learning Representations, 2023 | 26 | 2023 |
| Cope: Modeling continuous propagation and evolution on interaction graph Y Zhang, Y Xiong, D Li, C Shan, K Ren, Y Zhu Proceedings of the 30th ACM International Conference on Information …, 2021 | 26 | 2021 |
Weinan ZhangAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
