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Collaborations and top research areas from the last five years
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AI Institute for Transforming Education for Children with Speech and Language Processing Challenges
Govindaraju, V. (PI), Chen, C. (CoI), Dantu, K. (CoI), Frank, M. (CoI), Hendricks, A. (CoI), Nwogu, I. (CoI), Setlur, S. (CoI), Thomas, L. (CoI), Wang, X. (CoI), Xiong, J. (CoI), Xu, W. (CoI), Yuan, J. (CoI) & Zou, S. (CoI)
01/15/23 → 12/31/27
Project: Research
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RI: Small:Exploring Efficient Bayesian Model-Augmentation Techniques for Decomposible Contrastive Representation Learning
Chen, C. (PI)
09/1/22 → 08/31/26
Project: Research
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Systems Biology of Glycosylation
Neelamegham, S. (PI), Chen, C. (CoI), Gunawan, R. (CoI) & Qu, J. (CoI)
National Heart Lung and Blood Institute
01/27/22 → 01/31/27
Project: Research
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Scaling Up Human-Action Analysis Systems
Chen, C. (PI) & Yuan, J. (CoI)
04/1/21 → 12/31/26
Project: Research
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ALPHA: Action-Based Learning for Pluralistic Human Alignment in Large Language Models
Bhattacharyya, A., Agrawal, S., Singla, Y. K., Menta, T. R., Sr, N., Shah, R. R., Chen, C. & Krishnamurthy, B., 2026, Proceedings of the AAAI Conference on Artificial Intelligence. Koenig, S., Jenkins, C. & Taylor, M. E. (eds.). 44 ed. Association for the Advancement of Artificial Intelligence, p. 37249-37258 10 p. (Proceedings of the AAAI Conference on Artificial Intelligence; vol. 40, no. 44).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
Optimizing Unnormalized Statistical Models Through Compositional Optimization
Jiang, W., Qin, J., Wu, L., Chen, C., Yang, T. & Zhang, L., Feb 2026, In: IEEE Transactions on Pattern Analysis and Machine Intelligence. 48, 2, p. 1949-1960 12 p.Research output: Contribution to journal › Article › peer-review
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A High-Quality Text-Rich Image Instruction Tuning Dataset via Hybrid Instruction Generation
Zhou, S., Zhang, R., Zhou, Y. & Chen, C., 2025, Main Conference. Rambow, O., Wanner, L., Apidianaki, M., Al-Khalifa, H., Di Eugenio, B. & Schockaert, S. (eds.). Association for Computational Linguistics (ACL), p. 10091-10110 20 p. (Proceedings - International Conference on Computational Linguistics, COLING).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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CLAP-S: Support Set Based Adaptation for Downstream Fiber-optic Acoustic Recognition
Sun, J., Han, S., Kohno, W. & Chen, C., 2025, 2025 IEEE International Conference on Acoustics, Speech, and Signal Processing, ICASSP 2025 - Proceedings. Rao, B. D., Trancoso, I., Sharma, G. & Mehta, N. B. (eds.). Institute of Electrical and Electronics Engineers Inc., (ICASSP, IEEE International Conference on Acoustics, Speech and Signal Processing - Proceedings).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
3 Scopus citations -
Cross-Modal Feature Alignment and MMD Improve Robustness of Prompt Tuning
Sun, J., Sharma, R., Lokhande, V. S. & Chen, C., 2025, Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025. Institute of Electrical and Electronics Engineers Inc., p. 4714-4724 11 p. (Proceedings - 2025 IEEE Winter Conference on Applications of Computer Vision, WACV 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
1 Scopus citations