Personal profile
Expertise related to UN Sustainable Development Goals
In 2015, UN member states agreed to 17 global Sustainable Development Goals (SDGs) to end poverty, protect the planet and ensure prosperity for all. This person’s work contributes towards the following SDG(s):
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SDG 7 Affordable and Clean Energy
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Dive into the research topics where Tianyu Chen 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
Recent external collaboration on country/territory level. Dive into details by clicking on the dots or
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Fine-Tuned LLMs Know They Don’t Know: A Parameter-Efficient Approach to Recovering Honesty
Shi, Z., Wang, Z., Chen, T., Gao, S., Zhou, H., Sun, Q. & Li, J., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 39 ed. Association for the Advancement of Artificial Intelligence, p. 32983-32991 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 39).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
FRoD: Full-Rank Efficient Fine-Tuning with Rotational Degrees for Fast Convergence
Wan, G., Chen, T., Feng, F., Zhou, H. & Xu, R., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 31 ed. Association for the Advancement of Artificial Intelligence, p. 26107-26114 8 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 31).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
GeoNum: Bridging Numerical Continuity and Language Semantics via Geometric Embedding
Jin, S., Chen, T., Gao, C. & Han, J., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 27 ed. Association for the Advancement of Artificial Intelligence, p. 22426-22434 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 27).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Towards Long-window Anchoring in Vision-Language Model Distillation
Zhou, H., Li, S., Chen, T., Song, Q., Gao, C. & Li, J., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 34 ed. Association for the Advancement of Artificial Intelligence, p. 28955-28963 9 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 34).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
FreqMoE: Dynamic Frequency Enhancement for Neural PDE Solvers
Chen, T., Zhou, H., Li, Y., Wang, H., Zhang, Z., Zhu, T., Zhang, S. & Li, J., 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 7356-7364 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review