| ProxylessNAS: Direct Neural Architecture Search on Target Task and Hardware H Cai, L Zhu, S Han ICLR 2019, 2019 | 413 | 2019 |
| Efficient Architecture Search by Network Transformation H Cai, T Chen, W Zhang, Y Yu, J Wang AAAI 2018, 2018 | 251* | 2018 |
| Long text generation via adversarial training with leaked information J Guo, S Lu, H Cai, W Zhang, Y Yu, J Wang AAAI 2018, 2018 | 171 | 2018 |
| Product-based neural networks for user response prediction Y Qu, H Cai, K Ren, W Zhang, Y Yu, Y Wen, J Wang International Conference on Data Mining (ICDM 2016), 1149-1154, 2016 | 158 | 2016 |
| Real-time bidding by reinforcement learning in display advertising H Cai, K Ren, W Zhang, K Malialis, J Wang, Y Yu, D Guo International Conference on Web Search and Data Mining (WSDM 2017), 661-670, 2017 | 106 | 2017 |
| Path-Level Network Transformation for Efficient Architecture Search H Cai, J Yang, W Zhang, S Han, Y Yu International Conference on Machine Learning (ICML 2018), 2018 | 101* | 2018 |
| Once for all: Train one network and specialize it for efficient deployment H Cai, C Gan, T Wang, Z Zhang, S Han ICLR 2020, 2019 | 53 | 2019 |
| MAgent: A Many-Agent Reinforcement Learning Platform for Artificial Collective Intelligence L Zheng, J Yang, H Cai, W Zhang, J Wang, Y Yu NeurIPS 2017 & AAAI 2018 Demo, 2017 | 48 | 2017 |
| Activation Maximization Generative Adversarial Nets Z Zhou, H Cai, S Rong, Y Song, K Ren, W Zhang, J Wang, Y Yu ICLR 2018, 2018 | 36* | 2018 |
| Large-scale Interactive Recommendation with Tree-structured Policy Gradient H Chen, X Dai, H Cai, W Zhang, X Wang, R Tang, Y Zhang, Y Yu AAAI 2019, 2018 | 25 | 2018 |
| AutoML for Architecting Efficient and Specialized Neural Networks H Cai, J Lin, Y Lin, Z Liu, K Wang, T Wang, L Zhu, S Han IEEE Micro, 2019 | 12* | 2019 |
| APQ: Joint Search for Network Architecture, Pruning and Quantization Policy T Wang, K Wang, H Cai, J Lin, Z Liu, H Wang, Y Lin, S Han Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern …, 2020 | 4 | 2020 |
| Hat: Hardware-aware transformers for efficient natural language processing H Wang, Z Wu, Z Liu, H Cai, L Zhu, C Gan, S Han arXiv preprint arXiv:2005.14187, 2020 | 2 | 2020 |
| On-device image classification with proxyless neural architecture search and quantization-aware fine-tuning H Cai, T Wang, Z Wu, K Wang, J Lin, S Han Proceedings of the IEEE International Conference on Computer Vision …, 2019 | 2 | 2019 |
| Layout design for intelligent warehouse by evolution with fitness approximation H Zhang, Z Guo, W Zhang, H Cai, C Wang, Y Yu, W Li, J Wang IEEE Access 7, 166310-166317, 2019 | 1 | 2019 |
| Volume Ranking and Sequential Selection in Programmatic Display Advertising Y Song, K Ren, H Cai, W Zhang, Y Yu International Conference on Information and Knowledge Management (CIKM 2017), 2017 | 1 | 2017 |
| Tiny Transfer Learning: Towards Memory-Efficient On-Device Learning H Cai, C Gan, L Zhu, S Han arXiv preprint arXiv:2007.11622, 2020 | | 2020 |
Weinan ZhangAssociate Professor, Shanghai Jiao Tong UniversityVerified email at sjtu.edu.cn
