Projects per year
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):
-
SDG 5 Gender Equality
Fingerprint
The Fingerprint is created by mining the titles and abstracts of the person's research outputs and projects/funding awards to create an index of weighted terms from discipline-specific thesauri.
- 1 Similar Profiles
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
Projects
- 1 Active
-
Collaborative Research: Planning: CIRC: Planning-C: Building Foundation Model Infrastructure for Feature Interaction Discovery
Liu, Z. (PI)
THE NATIONAL SCIENCE FOUNDATION
8/1/25 → 1/31/27
Project: Research project
-
Automating expert-level medical reasoning evaluation of large language models
Zhou, S., Xie, W., Li, J., Zhan, Z., Song, M., Yang, H., Espinoza, C., Welton, L., Mai, X., Jin, Y., Xu, Z., Chung, Y. H., Xing, Y., Tsai, M. H., Schaffer, E., Shi, Y., Liu, N., Liu, Z. & Zhang, R., Dec 2026, In: npj Digital Medicine. 9, 1, 34.Research output: Contribution to journal › Article › peer-review
Open Access5 Link opens in a new tab Scopus citations -
Accelerating LLM Reasoning via Early Rejection with Partial Reward Modeling
Cheshmi, S. S., Khan, A. A., Wang, X., Liu, Z. & Anwar, A., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 10433-10447 15 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
AssistedDS: Benchmarking How External Domain Knowledge Assists LLMs in Automated Data Science
Luo, A., Xian, X., Du, J., Tian, F., Wang, G., Zhong, M., Zhao, S., Bi, X., Liu, Z., Zhou, J., Srinivasa, J., Kundu, A., Fleming, C., Hong, M. & Ding, J., 2025, EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025. Christodoulopoulos, C., Chakraborty, T., Rose, C. & Peng, V. (eds.). Association for Computational Linguistics (ACL), p. 18017-18060 44 p. (EMNLP 2025 - 2025 Conference on Empirical Methods in Natural Language Processing, Findings of EMNLP 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
1 Link opens in a new tab Scopus citations -
Efficient GNN Explanation via Learning Removal-based Attribution
Rong, Y., Wang, G., Feng, Q., Liu, N., Liu, Z., Kasneci, E. & Hu, X., Feb 14 2025, In: ACM Transactions on Knowledge Discovery from Data. 19, 2, 42.Research output: Contribution to journal › Article › peer-review
Open Access4 Link opens in a new tab Scopus citations -
FROM COMMANDS TO PROMPTS: LLM-BASED SEMANTIC FILE SYSTEM FOR AIOS
Shi, Z., Mei, K., Jin, M., Su, Y., Zuo, C., Hua, W., Xu, W., Ren, Y., Liu, Z., Du, M., Deng, D. & Zhang, Y., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 3883-3906 24 p. (13th International Conference on Learning Representations, ICLR 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
2 Link opens in a new tab Scopus citations