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Collaborations and top research areas from the last five years
Grants & Projects
- 7 Finished
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III: Medium: Collaborative Research: Mining and Leveraging Knowledge Hypercubes for Complex Applications
Gao, J. (PI)
10/1/20 → 12/31/20
Project: Research
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UB Center for Advanced Technology in Big Data and Health Sciences
Nowak, N. (PI), Dunbar, J. (CoPI), Arany, P. (CoI), Bankert, R. (CoI), Buck, M. (CoI), Davidson, B. (CoI), Ehrensberger, M. (CoI), Gao, J. (CoI), Kolega, J. (CoI), Lovell, J. (CoI), Murphy, T. (CoI), Qu, J. (CoI), Rasmusson, R. (CoI), Sajjad, M. (CoI), Titus, A. (CoI), Wang, J. (CoI), Weil, B. (CoI), Wu, Y. (CoI) & Yao, R. (CoI)
NYS Department of Economic Development
07/1/19 → 06/30/20
Project: Research
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UB Center for Advanced Technology in Big Data and Health Sciences
Nowak, N. (PI), Dunbar, J. (CoPI), Balu-Iyer, S. (CoI), Barnabei, V. (CoI), Buck, M. (CoI), Buslovich, S. (CoI), Ehrensberger, M. (CoI), Gao, J. (CoI), Mammen, M. (CoI), Meng, H. (CoI), Suresh, L. (CoI), Swihart, M. (CoI), Titus, A. (CoI), Wang, J. (CoI), Weil, B. (CoI), Wu, Y. (CoI), Yergeau, D. (CoI) & Wang, J. (CoI)
NYS Department of Economic Development
07/1/18 → 06/30/19
Project: Research
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EAGER: Collaborative: Understanding and Modeling Rumor Propagation for Vulnerability Assessment of Social Media Platforms
Gao, J. (PI) & Stefanone, M. (CoI)
10/1/17 → 09/30/20
Project: Research
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Mitigating Heterogeneous Token Overfitting in LLM Knowledge Editin
Liu, T., Li, R., Dong, Z., Liu, H., Tang, X., Yin, Q., Zhang, L., Wang, H. & Gao, J., 2025, In: Proceedings of Machine Learning Research. 267, p. 38744-38766 23 p.University at Albany, University at Buffalo
Research output: Contribution to journal › Conference article › peer-review
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TOWARDS FEDERATED RLHF WITH AGGREGATED CLIENT PREFERENCE FOR LLMS
Wu, F., Liu, X., Wang, H., Wang, X., Su, L. & Gao, J., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 59063-59086 24 p. (13th International Conference on Learning Representations, ICLR 2025).University at Albany, University at Buffalo
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
Towards Universal Debiasing for Language Models-based Tabular Data Generation
Li, T., Liu, T., Wang, X., Wei, R., Li, P., Su, L. & Gao, 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. 23496-23512 17 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 › peer-review
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UNLOCKING EFFICIENT, SCALABLE, AND CONTINUAL KNOWLEDGE EDITING WITH BASIS-LEVEL REPRESENTATION FINE-TUNING
Liu, T., Li, R., Qi, Y., Liu, H., Tang, X., Zheng, T., Yin, Q., Cheng, M., Huan, J., Wang, H. & Gao, J., 2025, 13th International Conference on Learning Representations, ICLR 2025. International Conference on Learning Representations, ICLR, p. 68060-68080 21 p. (13th International Conference on Learning Representations, ICLR 2025).University at Albany, University at Buffalo
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations -
BlendFilter: Advancing Retrieval-Augmented Large Language Models via Query Generation Blending and Knowledge Filtering
Wang, H., Li, R., Jiang, H., Tian, J., Wang, Z., Luo, C., Tang, X., Cheng, M. X., Zhao, T. & Gao, J., 2024, EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference. Al-Onaizan, Y., Bansal, M. & Chen, Y.-N. (eds.). Association for Computational Linguistics (ACL), p. 1009-1025 17 p. (EMNLP 2024 - 2024 Conference on Empirical Methods in Natural Language Processing, Proceedings of the Conference).University at Albany, University at Buffalo
Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access5 Scopus citations