Peitian Ma

3 papers · 2023–2023 · 3 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

Jump to papers ↓

🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13) 🐣 Hot Topic Early Bird

Venues

AAAI (1) ACL (1) IJCAI (1)

Top co-authors

Qianli Ma (3) Junhao Zheng (2) Linghao Wang (2) Zhen Liu (2) Junlong Liu (1) Xichen Shang (1) Shengjie Qiu (1) Yue Wu (1) Haibin Chen (1) Huawen Feng (1)

Research topics

Artificial Intelligence (2) Deep Learning (2) Machine Learning (2) Learning Paradigms (2) Learning Types · Machine Learning (2) Learning Types · Deep Learning (2) Knowledge & Reasoning (1) Application Areas (1) Core AI (1) Core Methods (1) Reasoning (1)

Keywords

representation learning (2) contrastive learning (1) catastrophic forgetting (1) semi-supervised learning (1) label propagation (1) data augmentation (1) commonsense knowledge (1) time warping (1) time series classification (1) time series (1) label noise (1) sample selection (1) pre-trained language model (1) robust representation (1) label noise learning (1) causal inference (1) confident instance (1)

Papers

CTW: Confident Time-Warping for Time-Series Label-Noise Learning IJCAI 2023 Preserving Commonsense Knowledge from Pre-trained Language Models via Causal Inference ACL 2023 Temporal-Frequency Co-training for Time Series Semi-supervised Learning AAAI 2023