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Guangtao Zheng
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Year
Generating hierarchical explanations on text classification via feature interaction detection
H Chen, G Zheng, Y Ji
In Proceedings of the 58th Annual Meeting of the Association for …, 2020
852020
Embeddings of genomic region sets capture rich biological associations in lower dimensions
E Gharavi, A Gu, G Zheng, JP Smith, HJ Cho, A Zhang, DE Brown, ...
Bioinformatics, 2021
112021
Constrained partial group decoding with max–min fairness for multi-color multi-user visible light communication
G Zheng, C Gong, Z Xu
IEEE Transactions on Communications 67 (12), 8573-8584, 2019
82019
Multi-Dimensional Space–Time Shift Keying for Wireless Communications
G Zheng, M Jiang
IEEE Access 7, 135801-135811, 2019
42019
Achievable rate and optimal signaling for an optical wireless decode-and-forward relaying channel
G Zheng, Q Gao, C Gong, Z Xu
2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP …, 2016
42016
Joint representation learning for retrieval and annotation of genomic interval sets
E Gharavi, NJ LeRoy, G Zheng, A Zhang, DE Brown, NC Sheffield
Bioengineering 11 (3), 263, 2024
32024
Methods for evaluating unsupervised vector representations of genomic regions
G Zheng, J Rymuza, E Gharavi, NJ LeRoy, A Zhang, NC Sheffield
bioRxiv, 2023.08. 28.555137, 2023
32023
Three-dimensional space-time shift keying with coordinate combination and joint optimisation
G Zheng, M Jiang
2015 IEEE/CIC International Conference on Communications in China (ICCC), 1-5, 2015
32015
Methods for constructing and evaluating consensus genomic interval sets
J Rymuza, Y Sun, G Zheng, NJ LeRoy, M Murach, N Phan, A Zhang, ...
bioRxiv, 2023.08. 03.551899, 2023
22023
Fast clustering and cell-type annotation of scATAC data using pre-trained embeddings
NJ LeRoy, JP Smith, G Zheng, J Rymuza, E Gharavi, DE Brown, A Zhang, ...
bioRxiv, 2023.08. 01.551452, 2023
22023
Learning to learn task transformations for improved few-shot classification
G Zheng, Q Suo, M Huai, A Zhang
Proceedings of the 2023 SIAM International Conference on Data Mining (SDM …, 2023
22023
Knowledge-guided semantics adjustment for improved few-shot classification
G Zheng, A Zhang
2022 IEEE International Conference on Data Mining (ICDM), 1347-1352, 2022
22022
Few-shot class-incremental learning with meta-learned class structures
G Zheng, A Zhang
2021 International Conference on Data Mining Workshops (ICDMW), 421-430, 2021
22021
Spurious Correlations in Machine Learning: A Survey
W Ye, G Zheng, X Cao, Y Ma, X Hu, A Zhang
arXiv preprint arXiv:2402.12715, 2024
12024
Multi-layer coding and map-assisted partial group decoding for multi-color multi-user visible light communication
G Zheng, C Gong, Z Xu
ICC 2019-2019 IEEE International Conference on Communications (ICC), 1-6, 2019
12019
AdvST: Revisiting Data Augmentations for Single Domain Generalization
G Zheng, M Huai, A Zhang
Proceedings of the AAAI Conference on Artificial Intelligence 38 (19), 21832 …, 2024
2024
Learning the Wireless Interference Graph via Local Probes
G Zheng, A Tajer
2020 IEEE 21st International Workshop on Signal Processing Advances in …, 2020
2020
Building Hierarchical Interpretations in Natural Language via Feature Interaction Detection
H Chen, G Zheng, Y Ji
2019
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Articles 1–18