Pengyun Wang

4 papers · 2022–2025 · 4 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (19) 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad

Venues

AISTATS (1) CVPR (1) EMNLP (1) NeurIPS (1)

Top co-authors

Lujia Pan (2) Jingkang Yang (2) Ziwei Liu (2) Zenglin Xu (2) Zitang Zhou (2) Bo Li (2) Yasheng Wang (1) Zhongang Cai (1) Yazheng Li (1) Zhengyu Lin (1)

Research topics

Deep Learning (4) Machine Learning (4) Core Methods (3) Learning Types · Machine Learning (3) Learning Types · Deep Learning (3) Natural Language Processing (2) Application Areas (2) Applications (2) Artificial Intelligence (1) Computer Vision (1) Core AI (1) Domain-Specific (1) Models (1)

Keywords

benchmark evaluation (1) anomaly detection (1) text classification (1) weakly supervised learning (1) data augmentation (1) question answering (1) prompt engineering (1) multimodal learning (1) prompt-based learning (1) egocentric vision (1) video understanding (1) deep clustering (1) class imbalance (1) model uncertainty (1) constrained clustering (1) generative model (1) variational autoencoder (1) out-of-distribution detection (1) pre-trained language model (1) retrieval-augmented generation (1)

Papers

EgoLife: Towards Egocentric Life Assistant CVPR 2025 Generative Oversampling for Imbalanced Data via Majority-Guided VAE AISTATS 2023 Leveraging Only the Category Name for Aspect Detection through Prompt-based Constrained Clustering EMNLP 2022 OpenOOD: Benchmarking Generalized Out-of-Distribution Detection NeurIPS 2022