MetaStore: A system for effectively analyzing deep learning meta-data at scale.

Huayi Zhang

Linan Zheng Huayi Zhang Samuel Madden 0001 Elke A. Rundensteiner Lei Cao 0004 MetaStore: A system for effectively analyzing deep learning meta-data at scale. 2026 July 26 35 VLDB J. 4 https://doi.org/10.1007/s00778-026-00980-w db/journals/vldb/vldb35.html#ZhengZMRC26 streams/journals/vldb

Xuejian Gong Jiong Yu Huayi Zhang Xinsheng Dong AED-YOLO11: A small object detection model based on YOLO11. 105411 2025 166 Digit. Signal Process. https://doi.org/10.1016/j.dsp.2025.105411 db/journals/dsp/dsp166.html#GongYZD25

Dennis M. Hofmann Peter M. VanNostrand Lei Ma Huayi Zhang Joshua DeOliveira Lei Cao 0004 Elke A. Rundensteiner Agree to Disagree: Robust Anomaly Detection with Noisy Labels. 7:1-7:24 2025 February 3 Proc. ACM Manag. Data 1 https://doi.org/10.1145/3709657 db/journals/pacmmod/pacmmod3.html#HofmannVMZDCR25 streams/journals/pacmmod

Xiaoru Xie Menghao Li Yanxiong Liu Yang Liu 0137 Guanxu Chen Yikai Feng Senbo Liu Huayi Zhang Dongxu Zhou GNSS Precipitable Water Vapor Insights Into Sea Surface Wave Characteristics During Seawater Encroachment: A Case Study in Bohai and Yellow Seas, China. 1-8 2025 63 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2025.3635091 db/journals/tgrs/tgrs63.html#XieLLLCFLZZ25 streams/journals/tgrs

Yang Wu Huayi Zhang Yizheng Jiao Lin Ma Xiaozhong Liu 0001 Jinhong Yu Dongyu Zhang Dezhi Yu Wei Xu ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. EMNLP (Findings) 2025 13200-13219 conf/emnlp/2025f https://doi.org/10.18653/v1/2025.findings-emnlp.710 https://aclanthology.org/2025.findings-emnlp.710/ db/conf/emnlp/emnlp2025f.html#WuZJMLYZYX25 streams/conf/emnlp Ziheng Wang Sasha Krassovsky Conor Kennedy Alex Aiken Weston Pace Rain Jiang Huayi Zhang Chenyu Jiang Wei Xu Rottnest: Indexing Data Lakes for Search. 1814-1827 2025 ICDE https://doi.org/10.1109/ICDE65448.2025.00139 conf/icde/2025 db/conf/icde/icde2025.html#WangKKAPJZJX25 streams/conf/icde Ruofan Hu 0001 Dongyu Zhang Huayi Zhang Elke A. Rundensteiner CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels. 967-978 2025 KDD (2) https://doi.org/10.1145/3711896.3736880 conf/kdd/2025-2 db/conf/kdd/kdd2025-2.html#0001ZZR25

Ruofan Hu 0001 Dongyu Zhang Huayi Zhang Elke A. Rundensteiner CLID-MU: Cross-Layer Information Divergence Based Meta Update Strategy for Learning with Noisy Labels. 2025 July abs/2507.11807 CoRR https://doi.org/10.48550/arXiv.2507.11807 db/journals/corr/corr2507.html#abs-2507-11807 streams/journals/corr

Jiajie Li 0002 Huayi Zhang Peng Lin Jinjun Xiong Wei Xu Auto-Prompt Ensemble for LLM Judge. 2025 October abs/2510.06538 CoRR https://doi.org/10.48550/arXiv.2510.06538 db/journals/corr/corr2510.html#abs-2510-06538 streams/journals/corr

Huayi Zhang Binwei Yan Lei Cao 0004 Samuel Madden 0001 Elke A. Rundensteiner MetaStore: Analyzing Deep Learning Meta-Data at Scale. 1446-1459 2024 February 17 Proc. VLDB Endow. 6 https://www.vldb.org/pvldb/vol17/p1446-cao.pdf https://doi.org/10.14778/3648160.3648182 db/journals/pvldb/pvldb17.html#ZhangYCMR24

Mengrui Wang Qijie Wang Huayi Zhang Weiwei He Fengxian Xiao Jiachen Li Analysis of Ocean Tide Loading Displacement Correction for Long-Strip InSAR Measurements in Coastal Areas of France. 6818-6824 2024 17 IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. https://doi.org/10.1109/JSTARS.2024.3374520 db/journals/staeors/staeors17.html#WangWZHXL24

Yang Wu Huayi Zhang Yizheng Jiao Lin Ma Xiaozhong Liu 0001 Jinhong Yu Dongyu Zhang Dezhi Yu Wei Xu ROSE: A Reward-Oriented Data Selection Framework for LLM Task-Specific Instruction Tuning. 2024 abs/2412.00631 CoRR https://doi.org/10.48550/arXiv.2412.00631 db/journals/corr/corr2412.html#abs-2412-00631 streams/journals/corr

Peter M. VanNostrand Huayi Zhang Dennis M. Hofmann Elke A. Rundensteiner FACET: Robust Counterfactual Explanation Analytics. 242:1-242:27 2023 December 1 Proc. ACM Manag. Data 4 https://doi.org/10.1145/3626729 https://www.wikidata.org/entity/Q131012562 db/journals/pacmmod/pacmmod1.html#VanNostrandZHR23

Haidong Pan Xiaoqing Xu Huayi Zhang Tengfei Xu Zexun Wei A Novel Method to Improve the Estimation of Ocean Tide Loading Displacements for K1 and K2 Components with GPS Observations. 2846 2023 15 Remote. Sens. 11 https://doi.org/10.3390/rs15112846 db/journals/remotesensing/remotesensing15.html#PanXZXW23

Liang Zhang Noura Alghamdi Huayi Zhang Mohamed Y. Eltabakh Elke A. Rundensteiner PARROT: pattern-based correlation exploitation in big partitioned data series. 665-688 2023 May 32 VLDB J. 3 https://doi.org/10.1007/s00778-022-00767-9 db/journals/vldb/vldb32.html#ZhangAZER23

Ruofan Hu 0001 Dongyu Zhang Dandan Tao Huayi Zhang Hao Feng Elke A. Rundensteiner UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection. 5250-5259 2023 IEEE Big Data https://doi.org/10.1109/BigData59044.2023.10386694 conf/bigdataconf/2023 db/conf/bigdataconf/bigdataconf2023.html#HuZTZFR23

Ruofan Hu 0001 Dongyu Zhang Dandan Tao Huayi Zhang Hao Feng Elke A. Rundensteiner UCE-FID: Using Large Unlabeled, Medium Crowdsourced-Labeled, and Small Expert-Labeled Tweets for Foodborne Illness Detection. 2023 abs/2312.01225 CoRR https://doi.org/10.48550/arXiv.2312.01225 db/journals/corr/corr2312.html#abs-2312-01225

Dennis M. Hofmann Peter M. VanNostrand Huayi Zhang Yizhou Yan Lei Cao 0004 Samuel Madden 0001 Elke A. Rundensteiner A Demonstration of AutoOD: A Self-tuning Anomaly Detection System. 3706-3709 2022 15 Proc. VLDB Endow. 12 https://www.vldb.org/pvldb/vol15/p3706-cao.pdf https://doi.org/10.14778/3554821.3554880 db/journals/pvldb/pvldb15.html#HofmannVZYCMR22

Lin Zhu Lei Yang 0047 Yongsheng Xu 0002 Huayi Zhang Zhilu Wu Zhaohui Wang Independent Validation of Jason-2/3 and HY-2B Microwave Radiometers Using Chinese Coastal GNSS. 1-11 2022 60 IEEE Trans. Geosci. Remote. Sens. https://doi.org/10.1109/TGRS.2021.3106650 db/journals/tgrs/tgrs60.html#ZhuYXZWW22

Huayi Zhang Lei Cao 0004 Samuel Madden 0001 Elke A. Rundensteiner LANCET: Labeling Complex Data at Scale. 2154-2166 2021 14 Proc. VLDB Endow. 11 http://www.vldb.org/pvldb/vol14/p2154-cao.pdf https://doi.org/10.14778/3476249.3476269 db/journals/pvldb/pvldb14.html#Zhang0MR21

Huayi Zhang Lei Cao 0004 Peter M. VanNostrand Samuel Madden 0001 Elke A. Rundensteiner ELITE: Robust Deep Anomaly Detection with Meta Gradient. 2174-2182 2021 KDD https://doi.org/10.1145/3447548.3467320 conf/kdd/2021 db/conf/kdd/kdd2021.html#Zhang0VMR21 Noura Alghamdi Liang Zhang Huayi Zhang Elke A. Rundensteiner Mohamed Y. Eltabakh ChainLink: Indexing Big Time Series Data For Long Subsequence Matching. 529-540 2020 ICDE https://doi.org/10.1109/ICDE48307.2020.00052 conf/icde/2020 db/conf/icde/icde2020.html#AlghamdiZZRE20 Huayi Zhang Lei Cao 0004 Yizhou Yan Samuel Madden 0001 Elke A. Rundensteiner Continuously Adaptive Similarity Search. 2601-2616 2020 SIGMOD Conference https://doi.org/10.1145/3318464.3380601 https://www.wikidata.org/entity/Q130840697 conf/sigmod/2020 db/conf/sigmod/sigmod2020.html#ZhangCYMR20 Huayi Zhang Ezz I. El-Masry A novel CMOS power efficient and glitch free d-flip-flop for dual-modulus prescaler. 1-4 2005 conf/iastedCCS/2005 Circuits, Signals, and Systems db/conf/iastedCCS/iastedCCS2005.html#ZhangE05 Alex Aiken Noura Alghamdi Lei Cao 0004 Guanxu Chen Joshua DeOliveira Xinsheng Dong Ezz I. El-Masry Mohamed Y. Eltabakh Hao Feng Yikai Feng Xuejian Gong Weiwei He Dennis M. Hofmann Ruofan Hu 0001 Chenyu Jiang Rain Jiang Yizheng Jiao Conor Kennedy Sasha Krassovsky Jiachen Li Jiajie Li 0002 Menghao Li Peng Lin Senbo Liu Xiaozhong Liu 0001 Yang Liu 0137 Yanxiong Liu Lei Ma Lin Ma Samuel Madden 0001 Weston Pace Haidong Pan Elke A. Rundensteiner Dandan Tao Peter M. VanNostrand Mengrui Wang Qijie Wang Zhaohui Wang Ziheng Wang Zexun Wei Yang Wu Zhilu Wu Fengxian Xiao Xiaoru Xie Jinjun Xiong Tengfei Xu Wei Xu Xiaoqing Xu Yongsheng Xu 0002 Binwei Yan Yizhou Yan Lei Yang 0047 Dezhi Yu Jinhong Yu Jiong Yu Dongyu Zhang Liang Zhang Linan Zheng Dongxu Zhou Lin Zhu