| Use Your INSTINCT: INSTruction optimization for LLMs usIng Neural bandits Coupled with Transformers X Lin, Z Wu, Z Dai, W Hu, Y Shu, SK Ng, P Jaillet, BKH Low 41th International Conference on Machine Learning (ICML-2024), 2023 | 70* | 2023 |
| Prompt optimization with human feedback X Lin, Z Dai, A Verma, SK Ng, P Jaillet, BKH Low arXiv preprint arXiv:2405.17346, 2024 | 42 | 2024 |
| Localized zeroth-order prompt optimization W Hu, Y Shu, Z Yu, Z Wu, X Lin, Z Dai, SK Ng, BKH Low 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 2024 | 38 | 2024 |
| Prompt Optimization with EASE? Efficient Ordering-aware Automated Selection of Exemplars Z Wu, X Lin, Z Dai, W Hu, Y Shu, SK Ng, P Jaillet, BKH Low 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 2024 | 29 | 2024 |
| Fair yet Asymptotically Equal Collaborative Learning X Lin, X Xu, SK Ng, CS Foo, BKH Low 40th International Conference on Machine Learning (ICML-2023), 2023 | 19 | 2023 |
| Joint representation learning of legislator and legislation for roll call prediction Y Yang, X Lin, G Lin, Z Huang, C Jiang, Z Wei 29th International Joint Conferences on Artificial Intelligence (IJCAI-2020 …, 2021 | 18 | 2021 |
| Neural dueling bandits: Preference-based optimization with human feedback A Verma, Z Dai, X Lin, P Jaillet, BKH Low The Thirteenth International Conference on Learning Representations, 2024 | 16* | 2024 |
| Helpful or Harmful Data? Fine-tuning-free Shapley Attribution for Explaining Language Model Predictions J Wang, X Lin, R Qiao, CS Foo, BKH Low 41th International Conference on Machine Learning (ICML-2024), 2024 | 15 | 2024 |
| Federated zeroth-order optimization using trajectory-informed surrogate gradients Y Shu, X Lin, Z Dai, BKH Low arXiv preprint arXiv:2308.04077, 2023 | 15 | 2023 |
| Distributionally Robust Data Valuation X Lin, X Xu, Z Wu, SK Ng, BKH Low 41th International Conference on Machine Learning (ICML-2024), 2024 | 8 | 2024 |
| Data-Centric AI in the Age of Large Language Models X Xu, Z Wu, R Qiao, A Verma, Y Shu, J Wang, X Niu, Z He, J Chen, Z Zhou, ... EMNLP Findings 2024, 2024 | 6 | 2024 |
| DETAIL: Task DEmonsTration Attribution for Interpretable In-context Learning Z Zhou, X Lin, X Xu, A Prakash, D Rus, BKH Low 38th Annual Conference on Neural Information Processing Systems (NeurIPS 2024), 2024 | 5 | 2024 |
| Refrag: Rethinking rag based decoding X Lin, A Ghosh, BKH Low, A Shrivastava, V Mohan arXiv preprint arXiv:2509.01092, 2025 | 4 | 2025 |
| NICE Data Selection for Instruction Tuning in LLMs with Non-differentiable Evaluation Metric J Wang, X Lin, R Qiao, PW Koh, CS Foo, BKH Low Proceedings of the 42nd International Conference on Machine Learning, 2025 | 4* | 2025 |
| Position paper: Data-centric ai in the age of large language models X Xu, Z Wu, R Qiao, A Verma, Y Shu, J Wang, X Niu, Z He, J Chen, Z Zhou, ... Findings of the Association for Computational Linguistics: EMNLP 2024, 11895 …, 2024 | 4 | 2024 |
| Data valuation in federated learning Z Wu, X Xu, RHL Sim, Y Shu, X Lin, L Agussurja, Z Dai, SK Ng, CS Foo, ... Federated Learning, 281-296, 2024 | 4 | 2024 |
| Fairness in federated learning X Lin, X Xu, Z Wu, RHL Sim, SK Ng, CS Foo, P Jaillet, TN Hoang, ... Federated Learning, 143-160, 2024 | 4 | 2024 |
| ActiveDPO: Active Direct Preference Optimization for Sample-Efficient Alignment X Lin, A Verma, Z Dai, D Rus, SK Ng, BKH Low arXiv preprint arXiv:2505.19241, 2025 | 3 | 2025 |
| Active human feedback collection via neural contextual dueling bandits A Verma, X Lin, Z Dai, D Rus, BKH Low arXiv preprint arXiv:2504.12016, 2025 | 2 | 2025 |
| Heterogeneous federated zeroth-order optimization using gradient surrogates Y Shu, X Lin, Z Dai, BKH Low ICML 2024 Workshop on Differentiable Almost Everything: Differentiable …, 2024 | 1 | 2024 |
Bryan Kian Hsiang LowAssociate Professor (with tenure), Department of Computer Science, National University of SingaporeVerified email at comp.nus.edu.sg
