Research output per year
Research output per year
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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
Research output
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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.Research output: Conference Papers › RGC 32 - Refereed conference paper (without host publication) › peer-review
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Provable In-Context Vector Arithmetic via Retrieving Task Concepts
Bu, D., Huang, W., Han, A., Nitanda, A., Suzuki, T., Zhang, Q. & Wong, H.-S., 1 May 2025, (Accepted/In press/Filed).Research output: Conference Papers › Poster › peer-review
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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 Access1 Citation (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 Access
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: 64B_Prizes and awards