Guangtao Zheng

Venues

Frequent coauthors

Papers

1. MM-SpuBench: Towards Better Understanding of Spurious Biases in Multimodal LLMs
   SIGKDD 2026 ·

   Wenqian Ye

   DBLP profile ↗ORCID search ↗
2. SAGE: Spuriousness-Aware Guided Prompt Exploration for Mitigating Multimodal Bias
   AAAI 2026 ·

   Wenqian Ye

   DBLP profile ↗ORCID search ↗
3. Improving Group Robustness on Spurious Correlation via Evidential Alignment
   SIGKDD 2025 ·

   Wenqian Ye

   DBLP profile ↗ORCID search ↗
4. NeuronTune: Towards Self-Guided Spurious Bias Mitigation
   ICML 2025 · Guangtao Zheng
5. Position: Prospective of Autonomous Driving - Multimodal LLMs, World Models, Embodied Intelligence, AI Alignment, and Mamba
   WACV 2025 ·

   Yunsheng Ma

   DBLP profile ↗ORCID search ↗
6. Rectifying Shortcut Behaviors in Preference-based Reward Learning
   NeurIPS 2025 ·

   Wenqian Ye

   DBLP profile ↗ORCID search ↗
7. ShortcutProbe: Probing Prediction Shortcuts for Learning Robust Models
   IJCAI 2025 · Guangtao Zheng
8. AdvST: Revisiting Data Augmentations for Single Domain Generalization
   AAAI 2024 · Guangtao Zheng
9. Benchmarking Spurious Bias in Few-Shot Image Classifiers
   ECCV 2024 · Guangtao Zheng
10. Learning Robust Classifiers with Self-Guided Spurious Correlation Mitigation
    IJCAI 2024 · Guangtao Zheng
11. Spuriousness-Aware Meta-Learning for Learning Robust Classifiers
    SIGKDD 2024 · Guangtao Zheng