Personal profile
Author IDs
ORCID iD: 0009-0001-9666-8333
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Dive into the research topics where Dake BU is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations from the last five years
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Research output
- 4 RGC 32 - Refereed conference paper (with host publication)
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Multi-objective Linear Reinforcement Learning with Lexicographic Rewards
Xue, B., Bu, D., Cheng, J., Wan, Y. & Zhang, Q., 16 Jul 2025, Proceedings of the 42 nd International Conference on Machine Learning. ML Research Press, p. 70065-70085 21 p.Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access2 Link opens in a new tab Citations (Scopus) -
Provable In-Context Vector Arithmetic via Retrieving Task Concepts
Bu, D., Huang, W., Han, A., Nitanda, A., Zhang, Q., Wong, H.-S. & Suzuki, T., 2025, Proceedings of the 42nd International Conference on Machine Learning. Singh, A., Fazel, M., Hsu, D., Lacoste-Julien, S., Berkenkamp, F., Maharaj, T., Wagstaff, K. & Zhu, J. (eds.). PMLR, p. 5669-5724 56 p. (Proceedings of Machine Learning Research; vol. 267).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access -
Provably Neural Active Learning Succeeds via Prioritizing Perplexing Samples
Bu, D., Huang, W., Suzuki, T., Cheng, J., Zhang, Q., Xu, Z. & Wong, H.-S., Jul 2024, Proceedings of 41st International Conference on Machine Learning. Salakhutdinov, R., Kolter, Z., Heller, K., Weller, A., Oliver, N., Scarlett, J. & Berkenkamp, F. (eds.). p. 4642--4695 54 p. (Proceedings of Machine Learning Research; vol. 235).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access3 Link opens in a new tab Citations (Scopus) -
Provably Transformers Harness Multi-Concept Word Semantics for Efficient In-Context Learning
Bu, D., Huang, W., Han, A., Nitanda, A., Suzuki, T., Zhang, Q. & Wong, H.-S., Dec 2024, 38th Conference on Neural Information Processing Systems (NeurIPS 2024). Globerson, A., Mackey, L., Belgrave, D., Fan, A., Paquet, U., Tomczak, J. & Zhang, C. (eds.). Neural Information Processing Systems (NeurIPS), p. 63342-63405 (Advances in Neural Information Processing Systems; vol. 37).Research output: Chapters, Conference Papers, Creative and Literary Works › RGC 32 - Refereed conference paper (with host publication) › peer-review
Open Access3 Link opens in a new tab Citations (Scopus)
Prizes
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Outstanding Academic Performance Award for Research Degree Students (non-local UGC-funded students)
BU, D. (Recipient), 16 Aug 2024
Prize: RGC 64B - Prizes and awards
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