PPaperPicks

Xi Peng

10 papers at tracked venues · 8 at CORE A* · active 2024–2025

DBLP profile ↗ORCID search ↗

Venues

ICML ×4AAAI ×2NeurIPS ×2CIKM ×1ECCV ×1

Frequent coauthors

Kien X. Nguyen
DBLP profile ↗ORCID search ↗
×3
Mengmeng Ma
DBLP profile ↗ORCID search ↗
×2
Fengchun Qiao
DBLP profile ↗ORCID search ↗
×2
Tang Li
DBLP profile ↗ORCID search ↗
×2
Qitong Wang
DBLP profile ↗ORCID search ↗
×1

Papers

  1. "Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
    ICML 2025 ·
    Mengmeng Ma
    DBLP profile ↗ORCID search ↗
  2. Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model's Prediction Rationality
    AAAI 2025 ·
    Qitong Wang
    DBLP profile ↗ORCID search ↗
  3. Interpretable Failure Detection with Human-Level Concepts
    AAAI 2025 ·
    Kien X. Nguyen
    DBLP profile ↗ORCID search ↗
  4. Structure-informed Risk Minimization for Robust Ensemble Learning
    ICML 2025 ·
    Fengchun Qiao
    DBLP profile ↗ORCID search ↗
  5. Adaptive Cascading Network for Continual Test-Time Adaptation
    CIKM 2024 ·
    Kien X. Nguyen
    DBLP profile ↗ORCID search ↗
  6. Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
    NeurIPS 2024 ·
    Tang Li
    DBLP profile ↗ORCID search ↗
  7. Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
    ICML 2024 ·
    Mengmeng Ma
    DBLP profile ↗ORCID search ↗
  8. DEAL: Disentangle and Localize Concept-Level Explanations for VLMs
    ECCV 2024 ·
    Tang Li
    DBLP profile ↗ORCID search ↗
  9. Ensemble Pruning for Out-of-distribution Generalization
    ICML 2024 ·
    Fengchun Qiao
    DBLP profile ↗ORCID search ↗
  10. SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
    NeurIPS 2024 ·
    Kien X. Nguyen
    DBLP profile ↗ORCID search ↗