Publications

publications by categories in reversed chronological order. generated by jekyll-scholar.

2024

  1. ECCV
    Benchmarking Spurious Bias in Few-Shot Image Classifiers
    Guangtao Zheng, Wenqian Ye, and Aidong Zhang
    European Conference on Computer Vision (ECCV), 2024
    PDF Code
  2. KDD
    Spuriousness-Aware Meta-Learning for Learning Robust Classifiers
    Guangtao Zheng, Wenqian Ye, and Aidong Zhang
    In Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024
    PDF Code
  3. IJCAI
    Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation
    Guangtao Zheng, Wenqian Ye, and Aidong Zhang
    The 33rd International Joint Conference on Artificial Intelligence (IJCAI), 2024
    PDF Code
  4. AAAI
    AdvST: Revisiting Data Augmentations for Single Domain Generalization
    Guangtao Zheng, Mengdi Huai, and Aidong Zhang
    In Proceedings of the AAAI Conference on Artificial Intelligence, 2024
    PDF Code
  5. NARGAB
    Methods for evaluating unsupervised vector representations of genomic regions
    Guangtao Zheng, Julia Rymuza, Erfaneh Gharavi, and 3 more authors
    NAR Genomics and Bioinformatics, 2024
    PDF Code
  6. ICMLW
    Spurious correlations in machine learning: A survey
    Wenqian Ye, Guangtao Zheng, Xu Cao, and 3 more authors
    ICML Workshop on Data-Centric Machine Learning Research, 2024
  7. arXiv
    MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs
    Wenqian Ye, Guangtao Zheng, Yunsheng Ma, and 4 more authors
    arXiv preprint arXiv:2406.17126, 2024
  8. NARGAB
    Fast clustering and cell-type annotation of scATAC data using pre-trained embeddings
    Nathan J LeRoy, Jason P Smith, Guangtao Zheng, and 5 more authors
    NAR Genomics and Bioinformatics, 2024
  9. NAR
    Methods for constructing and evaluating consensus genomic interval sets
    Julia Rymuza, Yuchen Sun, Guangtao Zheng, and 5 more authors
    Nucleic Acids Research, 2024
  10. Bioengineering
    Joint representation learning for retrieval and annotation of genomic interval sets
    Erfaneh Gharavi, Nathan J LeRoy, Guangtao Zheng, and 3 more authors
    Bioengineering, 2024

2023

  1. SDM
    Learning to learn task transformations for improved few-shot classification
    Guangtao Zheng, Qiuling Suo, Mengdi Huai, and 1 more author
    In Proceedings of the 2023 SIAM International Conference on Data Mining (SDM), 2023

2022

  1. ICDM
    Knowledge-guided semantics adjustment for improved few-shot classification
    Guangtao Zheng, and Aidong Zhang
    In 2022 IEEE International Conference on Data Mining (ICDM), 2022

2021

  1. Bioinformatics
    Embeddings of genomic region sets capture rich biological associations in lower dimensions
    Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, and 5 more authors
    Bioinformatics, 2021
  2. ICDMW
    Few-shot class-incremental learning with meta-learned class structures
    Guangtao Zheng, and Aidong Zhang
    In 2021 International Conference on Data Mining Workshops (ICDMW), 2021

2020

  1. ACL
    Generating hierarchical explanations on text classification via feature interaction detection
    Hanjie Chen, Guangtao Zheng, and Yangfeng Ji
    In In Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020
  2. SPAWC
    Learning the Wireless Interference Graph via Local Probes
    Guangtao Zheng, and Ali Tajer
    In 2020 IEEE 21st International Workshop on Signal Processing Advances in Wireless Communications (SPAWC), 2020

2019

  1. ICC
    Multi-layer coding and map-assisted partial group decoding for multi-color multi-user visible light communication
    Guangtao Zheng, Chen Gong, and Zhengyuan Xu
    In ICC 2019-2019 IEEE International Conference on Communications (ICC), 2019
  2. TComms
    Constrained partial group decoding with max–min fairness for multi-color multi-user visible light communication
    Guangtao Zheng, Chen Gong, and Zhengyuan Xu
    IEEE Transactions on Communications, 2019
  3. IEEE Access
    Multi-Dimensional Space–Time Shift Keying for Wireless Communications
    Guangtao Zheng, and Ming Jiang
    IEEE Access, 2019

2016

  1. GlobalSIP
    Achievable rate and optimal signaling for an optical wireless decode-and-forward relaying channel
    Guangtao Zheng, Qian Gao, Chen Gong, and 1 more author
    In 2016 IEEE Global Conference on Signal and Information Processing (GlobalSIP), 2016

2015

  1. ICCC
    Three-dimensional space-time shift keying with coordinate combination and joint optimisation
    Guangtao Zheng, and Ming Jiang
    In 2015 IEEE/CIC International Conference on Communications in China (ICCC), 2015