Guangtao Zheng

34 papers A* 8A 1C 1Journal 16Unranked 8
YearRankTypeTitle / Venue / Authors
2026 — conf
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs.
KDD (1)
Wenqian Ye, Bohan Liu, Guangtao Zheng, Di Wang, Xu Cao, Yunsheng Ma, Bolin Lai, James M. Rehg, Aidong Zhang
2026 A* conf
SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias.
AAAI
Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2026 J jnl
The Clever Hans Mirage: A Comprehensive Survey on Spurious Correlations in Machine Learning.
Trans. Mach. Learn. Res.
Wenqian Ye, Luyang Jiang, Eric Xie, Guangtao Zheng, Yunsheng Ma, Xu Cao, Dongliang Guo, Daiqing Qi, Zeyu He, Yijun Tian, Christopher W. Porter, Megan Coffee, Zhe Zeng, Sheng Li, Ziran Wang, Ting-Hao Kenneth Huang, James Matthew Rehg, Henry A. Kautz, Aidong Zhang
2025 — conf
Improving Group Robustness on Spurious Correlation via Evidential Alignment.
KDD (2)
Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025 J jnl
Improving Group Robustness on Spurious Correlation via Evidential Alignment.
CoRR
Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025 A* conf
NeuronTune: Towards Self-Guided Spurious Bias Mitigation.
ICML
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025 J jnl
NeuronTune: Towards Self-Guided Spurious Bias Mitigation.
CoRR
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025 — conf
Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba.
WACV (Workshops)
Yunsheng Ma, Wenqian Ye, Can Cui, Haiming Zhang, Shuo Xing, Fucai Ke, Jinhong Wang, Chenglin Miao, Jintai Chen, Hamid Rezatofighi, Zhen Li, Guangtao Zheng, Chao Zheng, Tianjiao He, Manmohan Chandraker, Burhaneddin Yaman, Xin Ye, Hang Zhao, Xu Cao
2025 J jnl
Rectifying Shortcut Behaviors in Preference-based Reward Learning.
CoRR
Wenqian Ye, Guangtao Zheng, Aidong Zhang
2025 J jnl
SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias.
CoRR
Wenqian Ye, Di Wang, Guangtao Zheng, Bohan Liu, Aidong Zhang
2025 A* conf
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models.
IJCAI
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2025 J jnl
ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models.
CoRR
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024 A* conf
AdvST: Revisiting Data Augmentations for Single Domain Generalization.
AAAI
Guangtao Zheng, Mengdi Huai, Aidong Zhang
2024 — conf
Benchmarking Spurious Bias in Few-Shot Image Classifiers.
ECCV (80)
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024 J jnl
Benchmarking Spurious Bias in Few-Shot Image Classifiers.
CoRR
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024 A* conf
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation.
IJCAI
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024 J jnl
Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation.
CoRR
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024 J jnl
MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs.
CoRR
Wenqian Ye, Guangtao Zheng, Yunsheng Ma, Xu Cao, Bolin Lai, James M. Rehg, Aidong Zhang
2024 J jnl
Spurious Correlations in Machine Learning: A Survey.
CoRR
Wenqian Ye, Guangtao Zheng, Xu Cao, Yunsheng Ma, Xia Hu, Aidong Zhang
2024 A* conf
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers.
KDD
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2024 J jnl
Spuriousness-Aware Meta-Learning for Learning Robust Classifiers.
CoRR
Guangtao Zheng, Wenqian Ye, Aidong Zhang
2023 J jnl
AdvST: Revisiting Data Augmentations for Single Domain Generalization.
CoRR
Guangtao Zheng, Mengdi Huai, Aidong Zhang
2023 A conf
Learning to Learn Task Transformations for Improved Few-Shot Classification.
SDM
Guangtao Zheng, Qiuling Suo, Mengdi Huai, Aidong Zhang
2022 A* conf
Knowledge-Guided Semantics Adjustment for Improved Few-Shot Classification.
ICDM
Guangtao Zheng, Aidong Zhang
2021 J jnl
Embeddings of genomic region sets capture rich biological associations in lower dimensions.
Bioinform.
Erfaneh Gharavi, Aaron Gu, Guangtao Zheng, Jason P. Smith, Hyun Jae Cho, Aidong Zhang, Donald E. Brown, Nathan C. Sheffield
2021 — conf
Few-Shot Class-Incremental Learning with Meta-Learned Class Structures.
ICDM (Workshops)
Guangtao Zheng, Aidong Zhang
2020 A* conf
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection.
ACL
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
2020 J jnl
Generating Hierarchical Explanations on Text Classification via Feature Interaction Detection.
CoRR
Hanjie Chen, Guangtao Zheng, Yangfeng Ji
2020 — conf
Learning the Wireless Interference Graph via Local Probes.
SPAWC
Guangtao Zheng, Ali Tajer
2019 J jnl
Constrained Partial Group Decoding With Max-Min Fairness for Multi-Color Multi-User Visible Light Communication.
IEEE Trans. Commun.
Guangtao Zheng, Chen Gong, Zhengyuan Xu
2019 J jnl
Multi-Dimensional Space-Time Shift Keying for Wireless Communications.
IEEE Access
Guangtao Zheng, Ming Jiang
2019 — conf
Multi-Layer Coding and Map-Assisted Partial Group Decoding for Multi-Color Multi-User Visible Light Communication.
ICC
Guangtao Zheng, Chen Gong, Zhengyuan Xu
2016 — conf
Achievable rate and optimal signaling for an optical wireless decode-and-forward relaying channel.
GlobalSIP
Guangtao Zheng, Qian Gao, Chen Gong, Zhengyuan Xu
2015 C conf
Three-dimensional space-time shift keying with coordinate combination and joint optimisation.
ICCC
Guangtao Zheng, Ming Jiang