Guangtao Zheng

According to our database, Guangtao Zheng authored at least 17 papers between 2015 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Benchmarking Spurious Bias in Few-Shot Image Classifiers.

Guangtao Zheng, Wenqian Ye, Aidong Zhang

CoRR, 2024

MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs.

Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James M. Rehg, Aidong Zhang

CoRR, 2024

Spurious Correlations in Machine Learning: A Survey.

Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang

CoRR, 2024

Spuriousness-Aware Meta-Learning for Learning Robust Classifiers.

Guangtao Zheng, Wenqian Ye, Aidong Zhang

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation.

Guangtao Zheng, Wenqian Ye, Aidong Zhang

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

AdvST: Revisiting Data Augmentations for Single Domain Generalization.

Guangtao Zheng, Mengdi Huai, Aidong Zhang

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Learning to Learn Task Transformations for Improved Few-Shot Classification.

Guangtao Zheng, Qiuling Suo, Mengdi Huai, Aidong Zhang

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

2022

Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification.

Guangtao Zheng, Aidong Zhang

Proceedings of the IEEE International Conference on Data Mining, 2022

2021

Embeddings of genomic region sets capture rich biological associations in lower dimensions.

Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, Jason P. Smith, Hyun Jae Cho, Aidong Zhang, Donald E. Brown, Nathan C. Sheffield

Bioinform., 2021

Few-Shot Class-Incremental Learning with Meta-Learned Class Structures.

Guangtao Zheng, Aidong Zhang

Proceedings of the 2021 International Conference on Data Mining, 2021

2020

Learning the Wireless Interference Graph via Local Probes.

Guangtao Zheng, Ali Tajer

Proceedings of the 21st IEEE International Workshop on Signal Processing Advances in Wireless Communications, 2020

Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection.

Hanjie Chen, Guangtao Zheng, Yangfeng Ji

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

Constrained Partial Group Decoding With Max-Min Fairness for Multi-Color Multi-User Visible Light Communication.

Guangtao Zheng, Chen Gong, Zhengyuan Xu

IEEE Trans. Commun., 2019

Multi-Dimensional Space-Time Shift Keying for Wireless Communications.

Guangtao Zheng, Ming Jiang

IEEE Access, 2019

Multi-Layer Coding and Map-Assisted Partial Group Decoding for Multi-Color Multi-User Visible Light Communication.

Guangtao Zheng, Chen Gong, Zhengyuan Xu

Proceedings of the 2019 IEEE International Conference on Communications, 2019

2016

Achievable rate and optimal signaling for an optical wireless decode-and-forward relaying channel.

Guangtao Zheng, Qian Gao, Chen Gong, Zhengyuan Xu

Proceedings of the 2016 IEEE Global Conference on Signal and Information Processing, 2016

2015

Three-dimensional space-time shift keying with coordinate combination and joint optimisation.

Guangtao Zheng, Ming Jiang

Proceedings of the 2015 IEEE/CIC International Conference on Communications in China, 2015