PPaperPicks

Mengdi Huai

18 papers at tracked venues · 14 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

AAAI ×7ICML ×4ACL ×1CIKM ×1EMNLP ×1ICCV ×1MICCAI ×1SDM ×1SIGKDD ×1

Frequent coauthors

Yangyi Li
DBLP profile ↗ORCID search ↗
×3
Wei Qian
DBLP profile ↗ORCID search ↗
×3
Chenxu Zhao
DBLP profile ↗ORCID search ↗
×3
Yuan Zhong
DBLP profile ↗ORCID search ↗
×2
Divya Lidder
DBLP profile ↗ORCID search ↗
×1
Guangtao Zheng
DBLP profile ↗ORCID search ↗
×1
Zihao Liu
DBLP profile ↗ORCID search ↗
×1
Jiaqi Wang
DBLP profile ↗ORCID search ↗
×1
Lijie Hu
DBLP profile ↗ORCID search ↗
×1
Aobo Chen
DBLP profile ↗ORCID search ↗
×1

Papers

  1. Quantifying and Understanding Uncertainty in Large Reasoning Models
    ACL 2026 ·
    Yangyi Li
    DBLP profile ↗ORCID search ↗
  2. Towards Benchmarking Privacy Vulnerabilities in Selective Forgetting with Large Language Models
    AAAI 2026 ·
    Wei Qian
    DBLP profile ↗ORCID search ↗
  3. Membership Inference Attacks With False Discovery Rate Control
    ICCV 2025 ·
    Chenxu Zhao
    DBLP profile ↗ORCID search ↗
  4. Neuron Explanations for Conformal Prediction (Student Abstract)
    AAAI 2025 ·
    Divya Lidder
    DBLP profile ↗ORCID search ↗
  5. Quantifying Uncertainty in Natural Language Explanations of Large Language Models for Question Answering
    EMNLP 2025 ·
    Yangyi Li
    DBLP profile ↗ORCID search ↗
  6. Towards Unveiling Predictive Uncertainty Vulnerabilities in the Context of the Right to Be Forgotten
    CIKM 2025 ·
    Wei Qian
    DBLP profile ↗ORCID search ↗
  7. AdvST: Revisiting Data Augmentations for Single Domain Generalization
    AAAI 2024 ·
    Guangtao Zheng
    DBLP profile ↗ORCID search ↗
  8. Automated Natural Language Explanation of Deep Visual Neurons with Large Models (Student Abstract)
    AAAI 2024 ·
    Chenxu Zhao
    DBLP profile ↗ORCID search ↗
  9. Backdoor Attacks via Machine Unlearning
    AAAI 2024 ·
    Zihao Liu
    DBLP profile ↗ORCID search ↗
  10. Bridging Model Heterogeneity in Federated Learning via Uncertainty-based Asymmetrical Reciprocity Learning
    ICML 2024 ·
    Jiaqi Wang
    DBLP profile ↗ORCID search ↗
  11. Data Poisoning Attacks against Conformal Prediction
    ICML 2024 ·
    Yangyi Li
    DBLP profile ↗ORCID search ↗
  12. Fostering Trustworthiness in Machine Learning Algorithms
    AAAI 2024 · Mengdi Huai
  13. Improving Interpretation Faithfulness for Vision Transformers
    ICML 2024 ·
    Lijie Hu
    DBLP profile ↗ORCID search ↗
  14. MedDiffusion: Boosting Health Risk Prediction via Diffusion-based Data Augmentation
    SDM 2024 ·
    Yuan Zhong
    DBLP profile ↗ORCID search ↗
  15. Modeling and Understanding Uncertainty in Medical Image Classification
    MICCAI 2024 ·
    Aobo Chen
    DBLP profile ↗ORCID search ↗
  16. Rethinking Adversarial Robustness in the Context of the Right to be Forgotten
    ICML 2024 ·
    Chenxu Zhao
    DBLP profile ↗ORCID search ↗
  17. Synthesizing Multimodal Electronic Health Records via Predictive Diffusion Models
    SIGKDD 2024 ·
    Yuan Zhong
    DBLP profile ↗ORCID search ↗
  18. Towards Modeling Uncertainties of Self-Explaining Neural Networks via Conformal Prediction
    AAAI 2024 ·
    Wei Qian
    DBLP profile ↗ORCID search ↗