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YiXuan Liao

2 papers · 2024–2025 · 2 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 · Bronze

Venues

EMNLP (1) ICML (1)

Top co-authors

Xiaoxin Chen (2) Yuzhen Huang (1) SHIYU LIU (1) Wang Zheng (1) Hongjian Zou (1) Qi Ding (1) Kashun Shum (1) Jianheng Huang (1) Qian Liu (1) Junfeng Yao (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Deep Learning (1) Natural Language Processing (1) Application Areas (1) Learning Paradigms (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

knowledge transfer (1) learning rate scheduling (1) learning rate (1) continual pre-training (1) downstream performance (1) model update (1) large language model (1) compression efficiency (1) normalized loss (1) model version update (1) pre-training optimization (1) data contribution (1) fasttext-based scorer (1) predictive data selection (1)

Papers

Predictive Data Selection: The Data That Predicts Is the Data That Teaches ICML 2025 A Learning Rate Path Switching Training Paradigm for Version Updates of Large Language Models EMNLP 2024