Guangtao Zheng

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 18

Top Topics

Incremental Learning

Text Classification

Top Venues

Publications

Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang
Spurious Correlations in Machine Learning: A Survey. CoRR (2024)
Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James M. Rehg, Aidong Zhang
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs. CoRR (2024)
Guangtao Zheng, Mengdi Huai, Aidong Zhang
AdvST: Revisiting Data Augmentations for Single Domain Generalization. AAAI (2024)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. CoRR (2024)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers. KDD (2024)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation. CoRR (2024)
Guangtao Zheng, Mengdi Huai, Aidong Zhang
AdvST: Revisiting Data Augmentations for Single Domain Generalization. CoRR (2023)
Guangtao Zheng, Qiuling Suo, Mengdi Huai, Aidong Zhang
Learning to Learn Task Transformations for Improved Few-Shot Classification. SDM (2023)
Guangtao Zheng, Aidong Zhang
Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification. ICDM (2022)
Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, Jason P. Smith, Hyun Jae Cho, Aidong Zhang, Donald E. Brown, Nathan C. Sheffield
Embeddings of genomic region sets capture rich biological associations in lower dimensions. Bioinform. 37 (23) (2021)
Guangtao Zheng, Aidong Zhang
Few-Shot Class-Incremental Learning with Meta-Learned Class Structures. ICDM (Workshops) (2021)
Guangtao Zheng, Ali Tajer
Learning the Wireless Interference Graph via Local Probes. SPAWC (2020)
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. CoRR (2020)
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection. ACL (2020)
Guangtao Zheng, Chen Gong, Zhengyuan Xu
Constrained Partial Group Decoding With Max-Min Fairness for Multi-Color Multi-User Visible Light Communication. IEEE Trans. Commun. 67 (12) (2019)
Guangtao Zheng, Ming Jiang
Multi-Dimensional Space-Time Shift Keying for Wireless Communications. IEEE Access 7 (2019)
Guangtao Zheng, Chen Gong, Zhengyuan Xu
Multi-Layer Coding and Map-Assisted Partial Group Decoding for Multi-Color Multi-User Visible Light Communication. ICC (2019)
Guangtao Zheng, Qian Gao, Chen Gong, Zhengyuan Xu
Achievable rate and optimal signaling for an optical wireless decode-and-forward relaying channel. GlobalSIP (2016)
Guangtao Zheng, Ming Jiang
Three-dimensional space-time shift keying with coordinate combination and joint optimisation. ICCC (2015)