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Collaborations and top research areas from the last five years
Grants & Projects
- 9 Finished
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III: Small: Dynamic Social Network Mining: Feature Extraction, Modeling and Anomaly Detection
09/1/12 → 08/31/18
Project: Research
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Bio-nanocombinatorics to Achieve Precisely-Assembled Multicomponent, Functional Hybrid Nanomaterials
Prasad, P. (PI), Swihart, M. (CoI) & Zhang, A. (CoI)
US Air Force Research Laboratory
05/1/12 → 04/30/17
Project: Research
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ARRA: Integration of Clinical, Genomic and Proteomic Data using a Bioinformatic Approach
Schwartz, S. (PI), Qu, J. (CoI) & Zhang, A. (CoI)
National Institute of Allergy & Infectious Disease
07/22/09 → 06/30/12
Project: Research
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A Semantic Summarization Approach to Data Warehouseing and Online Analytical Processing
Zhang, A. (PI) & Pei, J. (PI)
09/1/03 → 08/31/07
Project: Research
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Computational Approaches to Disease Causes and Treatment
Zhang, A. (PI) & Ramanathan, M. (CoI)
National Institute of General Medical Sciences
08/15/03 → 07/31/08
Project: Research
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The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning
Ye, W., Jiang, L., Xie, E., Zheng, G., Ma, Y., Cao, X., Guo, D., Qi, D., He, Z., Tian, Y., Coffee, M., Zeng, Z., Li, S., Huang, T. H. ‘., Wang, Z., Rehg, J. M., Kautz, H. & Zhang, A., 2026, In: Transactions on Machine Learning Research. 2026-FebruaryResearch output: Contribution to journal › Article › peer-review
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AI and Science Day
Zhang, A., Kumar, V. & Liu, Y., Aug 3 2025, KDD 2025 - Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining. Association for Computing Machinery, p. 6261 1 p. (Proceedings of the ACM SIGKDD International Conference on Knowledge Discovery and Data Mining; vol. 2).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
Open Access -
ASCENT-ViT: Attention-based Scale-aware Concept Learning Framework for Enhanced Alignment in Vision Transformers
Sinha, S., Xiong, G. & Zhang, A., 2025, Proceedings of the 34th International Joint Conference on Artificial Intelligence, IJCAI 2025. Kwok, J. (ed.). International Joint Conferences on Artificial Intelligence, p. 511-519 9 p. (IJCAI International Joint Conference on Artificial Intelligence).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
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Benchmarking Spurious Bias in Few-Shot Image Classifiers
Zheng, G., Ye, W. & Zhang, A., 2025, Computer Vision – ECCV 2024 - 18th European Conference, Proceedings. Leonardis, A., Ricci, E., Roth, S., Russakovsky, O., Sattler, T. & Varol, G. (eds.). Springer Science and Business Media Deutschland GmbH, p. 346-364 19 p. (Lecture Notes in Computer Science; vol. 15138 LNCS).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
6 Scopus citations -
Comparative Study of Large Language Model Evaluation Frameworks with a Focus on NLP vs LLM-As-A-Judge Metrics
Alabdulwahab, A., Japic, C., Le, C., Dubey, D., Trivedi, D., Hope, J., Stone, P., Srivastava, S., Tashman, A. & Zhang, A., 2025, 2025 IEEE Systems and Information Engineering Design Symposium, SIEDS 2025. Institute of Electrical and Electronics Engineers Inc., p. 410-415 6 p. (2025 IEEE Systems and Information Engineering Design Symposium, SIEDS 2025).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution › peer-review
2 Scopus citations