| From quantity to quality: Boosting llm performance with self-guided data selection for instruction tuning M Li, Y Zhang, Z Li, J Chen, L Chen, N Cheng, J Wang, T Zhou, J Xiao arXiv preprint arXiv:2308.12032, 2023 | 34 | 2023 |
| A survey on knowledge distillation of large language models X Xu, M Li, C Tao, T Shen, R Cheng, J Li, C Xu, D Tao, T Zhou arXiv preprint arXiv:2402.13116, 2024 | 9 | 2024 |
| Character-aware sampling and rectification for scene text recognition M Li, B Fu, Z Zhang, Y Qiao IEEE Transactions on Multimedia 25, 649-661, 2021 | 8 | 2021 |
| Reflection-tuning: Recycling data for better instruction-tuning M Li, L Chen, J Chen, S He, T Zhou NeurIPS 2023 Workshop on Instruction Tuning and Instruction Following, 2023 | 6* | 2023 |
| Prca: Fitting black-box large language models for retrieval question answering via pluggable reward-driven contextual adapter H Yang, Z Li, Y Zhang, J Wang, N Cheng, M Li, J Xiao arXiv preprint arXiv:2310.18347, 2023 | 5 | 2023 |
| Dual relation network for scene text recognition M Li, B Fu, H Chen, J He, Y Qiao IEEE Transactions on Multimedia, 2022 | 5 | 2022 |
| Superfiltering: Weak-to-strong data filtering for fast instruction-tuning M Li, Y Zhang, S He, Z Li, H Zhao, J Wang, N Cheng, T Zhou arXiv preprint arXiv:2402.00530, 2024 | 3 | 2024 |
| Less is More: A Lightweight and Robust Neural Architecture for Discourse Parsing M Li, R Huang arXiv preprint arXiv:2210.09537, 2022 | 2* | 2022 |
| Can llms speak for diverse people? tuning llms via debate to generate controllable controversial statements M Li, J Chen, L Chen, T Zhou arXiv preprint arXiv:2402.10614, 2024 | 1 | 2024 |
| Selective reflection-tuning: Student-selected data recycling for llm instruction-tuning M Li, L Chen, J Chen, S He, J Gu, T Zhou arXiv preprint arXiv:2402.10110, 2024 | 1 | 2024 |
| Rst-style discourse parsing guided by document-level content structures M Li, R Huang arXiv preprint arXiv:2309.04141, 2023 | 1 | 2023 |
| Semi-supervised News Discourse Profiling with Contrastive Learning M Li, R Huang arXiv preprint arXiv:2309.11692, 2023 | | 2023 |
| Region-aware Arbitrary-shaped Text Detection with Progressive Fusion Q Wang, B Fu, M Li, J He, X Peng, Y Qiao IEEE Transactions on Multimedia, 2022 | | 2022 |
Tianyi ZhouAssistant Professor of Computer Science, University of Maryland, College ParkVerified email at umiacs.umd.edu
