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Dive into the research topics where Yingcong Li is active. These topic labels come from the works of this person. Together they form a unique fingerprint.
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Collaborations and top research areas from the last five years
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Provable Benefits of Task-Specific Prompts for In-context Learning
Chang, X., Li, Y., Kara, M., Oymak, S. & Roy-Chowdhury, A. K., 2025, In: Proceedings of Machine Learning Research. 258, p. 1558-1566 9 p.Research output: Contribution to journal › Conference article › peer-review
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Fine-grained Analysis of In-context Linear Estimation: Data, Architecture, and Beyond
Li, Y., Rawat, A. S. & Oymak, S., 2024, In: Advances in Neural Information Processing Systems. 37Research output: Contribution to journal › Conference article › peer-review
4 Link opens in a new tab Scopus citations -
From Self-Attention to Markov Models: Unveiling the Dynamics of Generative Transformers
Ildiz, M. E., Huang, Y., Li, Y., Rawat, A. S. & Oymak, S., 2024, In: Proceedings of Machine Learning Research. 235, p. 20955-20982 28 p.Research output: Contribution to journal › Conference article › peer-review
2 Link opens in a new tab Scopus citations -
Mechanics of Next Token Prediction with Self-Attention
Li, Y., Huang, Y., Emrullah Ildiz, M., Rawat, A. S. & Oymak, S., 2024, In: Proceedings of Machine Learning Research. 238, p. 685-693 9 p.Research output: Contribution to journal › Conference article › peer-review
27 Link opens in a new tab Scopus citations -
Dissecting Chain-of-Thought: Compositionality through In-Context Filtering and Learning
Li, Y., Sreenivasan, K., Giannou, A., Papailiopoulos, D. & Oymak, S., 2023, Advances in Neural Information Processing Systems 36 - 37th Conference on Neural Information Processing Systems, NeurIPS 2023. Oh, A., Neumann, T., Globerson, A., Saenko, K., Hardt, M. & Levine, S. (eds.). Neural information processing systems foundation, (Advances in Neural Information Processing Systems; vol. 36).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
19 Link opens in a new tab Scopus citations
Press/Media
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NJIT AI Researcher Makes Small Language Models Accessible
1/30/26
1 item of Media coverage
Press/Media: Press / Media