Xi Peng

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

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Venues

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

Frequent coauthors

Tang Li

×6

Mengmeng Ma

×4

Kien X. Nguyen

×4

Fengchun Qiao

×4

Yunxiang Peng

×1

Lu Lin

×1

Volkan Beylergil

×1

Binsheng Zhao

×1

Oguz Akin

×1

Qitong Wang

×1

Yanlin Chen

×1

Arthur Trembanis

×1

Papers

"Why Is There a Tumor?": Tell Me the Reason, Show Me the Evidence
ICML 2025 ·
Mengmeng Ma
,
Tang Li
,
Yunxiang Peng
,
Lu Lin
,
Volkan Beylergil
,
Binsheng Zhao
,
Oguz Akin
, Xi Peng
Beyond Accuracy: On the Effects of Fine-Tuning Towards Vision-Language Model's Prediction Rationality
AAAI 2025 ·
Qitong Wang
,
Tang Li
,
Kien X. Nguyen
, Xi Peng
Interpretable Failure Detection with Human-Level Concepts
AAAI 2025 ·
Kien X. Nguyen
,
Tang Li
, Xi Peng
Structure-informed Risk Minimization for Robust Ensemble Learning
ICML 2025 ·
Fengchun Qiao
,
Yanlin Chen
, Xi Peng
Adaptive Cascading Network for Continual Test-Time Adaptation
CIKM 2024 ·
Kien X. Nguyen
,
Fengchun Qiao
, Xi Peng
Beyond Accuracy: Ensuring Correct Predictions With Correct Rationales
NeurIPS 2024 ·
Tang Li
,
Mengmeng Ma
, Xi Peng
Beyond the Federation: Topology-aware Federated Learning for Generalization to Unseen Clients
ICML 2024 ·
Mengmeng Ma
,
Tang Li
, Xi Peng
DEAL: Disentangle and Localize Concept-Level Explanations for VLMs
ECCV 2024 ·
Tang Li
,
Mengmeng Ma
, Xi Peng
Ensemble Pruning for Out-of-distribution Generalization
ICML 2024 ·
Fengchun Qiao
, Xi Peng
SeafloorAI: A Large-scale Vision-Language Dataset for Seafloor Geological Survey
NeurIPS 2024 ·
Kien X. Nguyen
,
Fengchun Qiao
,
Arthur Trembanis
, Xi Peng