Yangfan Liu

3 papers · 2024–2025 · 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

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Silver ❓ The Questioner

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Xin Geng (2) Ning Xu (2) Jiaqi Lv (2) Min-ling Zhang (1) Shiyu Xia (1) Miao Xu (1) Lingyun Xiang (1) Gang Niu (1) Chengfu Ou (1) Masashi Sugiyama (1)

Research topics

Machine Learning (3) Core Methods (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Deep Learning (1) Interdisciplinary (1) Natural Language Processing (1) Applications (1) Core AI (1) Learning Types · Deep Learning (1) Linguistics (1)

Keywords

representation learning (1) semi-supervised learning (1) syntactic analysis (1) paraphrase generation (1) partial label learning (1) mutual information (1) label noise (1) multi-class classification (1) semantic coherence (1) pseudo-label purification (1) candidate label set (1) partial label (1) error accumulation (1) multi-class classifier (1) linguistic steganography (1) embedding capacity (1) mini-batch purification (1) syntactic manipulation (1) lexical manipulation (1) label channel (1)

Papers

Promising Multi-Granularity Linguistic Steganography by Jointing Syntactic and Lexical Manipulations AAAI 2025 Learning with Partial-Label and Unlabeled Data: A Uniform Treatment for Supervision Redundancy and Insufficiency ICML 2024 What Makes Partial-Label Learning Algorithms Effective? NeurIPS 2024