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Collaborations and top research areas from the last five years
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Collaborative Research: Elements: ProDM: Developing A Unified Progressive Data Management Library for Exascale Computational Science
Liu, Q. (PI)
8/1/23 → 7/31/26
Project: Research project
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Shf:Small: Collaborative Research: Understanding, Modeling, And System Support For Hpc Data Reduction
Liu, Q. (PI)
7/1/18 → 6/30/21
Project: Research project
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Shf:Small: Collaborative Research: Tailoring Memory Systems For Data-Intensive Hpc Applications
Liu, Q. (PI)
8/15/17 → 7/31/20
Project: Research project
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A Data-driven Approach to Harvesting Latent Reduced Models to Precondition Lossy Compression for Scientific Data
Luo, H., Wang, J., Qin, Z., Huang, D., Liu, Q., Zhou, M. & Jiang, H., Jun 1 2023, In: IEEE Transactions on Big Data. 9, 3, p. 949-963 15 p.Research output: Contribution to journal › Article › peer-review
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Exploring Memory Access Similarity to Improve Irregular Application Performance for Distributed Hybrid Memory Systems
Liu, W., He, X. & Liu, Q., Mar 1 2023, In: IEEE Transactions on Parallel and Distributed Systems. 34, 3, p. 797-809 13 p.Research output: Contribution to journal › Article › peer-review
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High-Ratio Lossy Compression: Exploring the Autoencoder to Compress Scientific Data
Liu, T., Wang, J., Liu, Q., Alibhai, S., Lu, T. & He, X., Feb 1 2023, In: IEEE Transactions on Big Data. 9, 1, p. 22-36 15 p.Research output: Contribution to journal › Article › peer-review
17 Scopus citations -
Improving Progressive Retrieval for HPC Scientific Data using Deep Neural Network
Wang, J., Liang, X., Whitney, B., Chen, J., Gong, Q., He, X., Wan, L., Klasky, S., Podhorszki, N. & Liu, Q., 2023, Proceedings - 2023 IEEE 39th International Conference on Data Engineering, ICDE 2023. IEEE Computer Society, p. 2727-2739 13 p. (Proceedings - International Conference on Data Engineering; vol. 2023-April).Research output: Chapter in Book/Report/Conference proceeding › Conference contribution
Open Access -
MGARD: A multigrid framework for high-performance, error-controlled data compression and refactoring
Gong, Q., Chen, J., Whitney, B., Liang, X., Reshniak, V., Banerjee, T., Lee, J., Rangarajan, A., Wan, L., Vidal, N., Liu, Q., Gainaru, A., Podhorszki, N., Archibald, R., Ranka, S. & Klasky, S., Dec 2023, In: SoftwareX. 24, 101590.Research output: Contribution to journal › Article › peer-review
Open Access1 Scopus citations
Press/Media
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Findings on Data Integrity Reported by Investigators at Southwest Petroleum University (Blockchain-based Proxy-oriented Data Integrity Checking Mechanism In Cloud-assisted Intelligent Transportation Systems)
9/3/24
1 item of Media coverage
Press/Media: Press / Media
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FaceStudio: Put Your Face Everywhere in Seconds: Conclusion and References
8/14/24
1 item of Media coverage
Press/Media: Press / Media
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Investigators at Suzhou University of Science and Technology Discuss Findings in Chemicals and Chemistry (Electrocatalytic Nitrogen Reduction To Ammonia At Low Overpotentials Based On Tungsten Carbide Doped By Non-precious Metal Single Cobalt ...)
8/6/24
1 item of Media coverage
Press/Media: Press / Media
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Researchers at Chinese Academy of Sciences Target Nanozymes (Fe/co Bimetallic Nanozyme Disrupting Tumorous Self-regulatory Pathways To Potentiate Ferroptosis)
8/2/24
1 item of Media coverage
Press/Media: Press / Media