| Pre-trained models: Past, present and future X Han, Z Zhang, N Ding, Y Gu, X Liu, Y Huo, J Qiu, Y Yao, A Zhang, ... AI Open 2, 225-250, 2021 | 842 | 2021 |
| FewRel: A large-scale supervised few-shot relation classification dataset with state-of-the-art evaluation X Han, H Zhu, P Yu, Z Wang, Y Yao, Z Liu, M Sun Proceedings of the 2018 Conference on Empirical Methods in Natural Language …, 2018 | 714 | 2018 |
| DocRED: A large-scale document-level relation extraction dataset Y Yao*, D Ye*, P Li, X Han, Y Lin, Z Liu, Z Liu, L Huang, J Zhou, M Sun Proceedings of the 57th Annual Meeting of the Association for Computational …, 2019 | 610 | 2019 |
| CPT: Colorful prompt tuning for pre-trained vision-language models Y Yao*, A Zhang*, Z Zhang, Z Liu, TS Chua, M Sun arXiv preprint arXiv:2109.11797, 2021 | 253 | 2021 |
| Onion: A simple and effective defense against textual backdoor attacks F Qi, Y Chen, M Li, Y Yao, Z Liu, M Sun Proceedings of the 2021 Conference on Empirical Methods in Natural Language …, 2020 | 234 | 2020 |
| OpenNRE: An open and extensible toolkit for neural relation extraction X Han, T Gao, Y Yao, D Ye, Z Liu, M Sun Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 191 | 2019 |
| MiniCPM: Unveiling the potential of small language models with scalable training strategies S Hu, Y Tu, X Han, C He, G Cui, X Long, Z Zheng, Y Fang, Y Huang, ... arXiv preprint arXiv:2404.06395, 2024 | 139 | 2024 |
| A deep-learning system bridging molecule structure and biomedical text with comprehension comparable to human professionals Z Zeng*, Y Yao*, Z Liu, M Sun Nature communications 13 (1), 1-11, 2022 | 123 | 2022 |
| Turn the combination lock: Learnable textual backdoor attacks via word substitution F Qi*, Y Yao*, S Xu*, Z Liu, M Sun Proceedings of the 59th Annual Meeting of the Association for Computational …, 2021 | 123 | 2021 |
| RLHF-V: Towards trustworthy MLLMs via behavior alignment from fine-grained correctional human feedback T Yu, Y Yao, H Zhang, T He, Y Han, G Cui, J Hu, Z Liu, HT Zheng, M Sun, ... CVPR 2024, 2024 | 120 | 2024 |
| MiniCPM-V: A GPT-4V level MLLM on your phone Y Yao, T Yu, A Zhang, C Wang, J Cui, H Zhu, T Cai, H Li, W Zhao, Z He, ... arXiv preprint arXiv:2408.01800, 2024 | 101 | 2024 |
| KoLA: Carefully benchmarking world knowledge of large language models J Yu, X Wang, S Tu, S Cao, D Zhang-Li, X Lv, H Peng, Z Yao, X Zhang, ... ICLR 2024, 2023 | 101 | 2023 |
| CPM-2: Large-scale cost-effective pre-trained language models Z Zhang, Y Gu, X Han, S Chen, C Xiao, Z Sun, Y Yao, F Qi, J Guan, P Ke, ... AI Open 2, 216-224, 2021 | 88 | 2021 |
| Fine-Grained Scene Graph Generation with Data Transfer A Zhang*, Y Yao*, Q Chen, W Ji, Z Liu, M Sun, TS Chua Proceedings of the 2022 European Conference on Computer Vision, 2022 | 80 | 2022 |
| Open relation extraction: Relational knowledge transfer from supervised data to unsupervised data R Wu*, Y Yao*, X Han, R Xie, Z Liu, F Lin, L Lin, M Sun Proceedings of the 2019 Conference on Empirical Methods in Natural Language …, 2019 | 75 | 2019 |
| LLaVA-UHD: an LMM perceiving any aspect ratio and high-resolution images R Xu, Y Yao, Z Guo, J Cui, Z Ni, C Ge, TS Chua, Z Liu, M Sun, G Huang arXiv preprint arXiv:2403.11703, 2024 | 70 | 2024 |
| Transfer visual prompt generator across LLMs A Zhang, H Fei, Y Yao, W Ji, L Li, Z Liu, TS Chua NeurIPS 2023, 2023 | 67* | 2023 |
| Knowledge transfer via pre-training for recommendation: A review and prospect Z Zeng, C Xiao, Y Yao, R Xie, Z Liu, F Lin, L Lin, M Sun Frontiers in big Data 4, 602071, 2021 | 50 | 2021 |
| PEVL: Position-enhanced Pre-training and Prompt Tuning for Vision-language Models Y Yao*, Q Chen*, A Zhang, W Ji, Z Liu, TS Chua, M Sun Proceedings of the 2022 Conference on Empirical Methods in Natural Language …, 2022 | 47 | 2022 |
| Visual distant supervision for scene graph generation Y Yao*, A Zhang*, X Han, M Li, C Weber, Z Liu, S Wermter, M Sun Proceedings of the IEEE/CVF International Conference on Computer Vision …, 2021 | 46 | 2021 |
Zhiyuan LiuAssociate Professor, Tsinghua UniversityVerified email at tsinghua.edu.cn
