Yu-Chen Lu

4 papers · 2014–2026 · 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 🏃 Academic Marathon · Half 🐣 Hot Topic Early Bird 👥 Mega-Team · Squad 🏆 Keyword Champion (2)

Venues

JMLR (2) AAAI (1) EMNLP (1)

Top co-authors

Tong Yu (2) Ting-Wei Lin (2) Chih-Jen Lin (2) Tu-Chun Yin (2) Wei-Cheng Chang (2) Jui-Pin Wang (2) Tzu-Ming Kuo (2) Cheng-Kuang Wei (2) Hsuan-tien Lin (2) Shou-De Lin (2)

Research topics

Machine Learning (3) Application Areas (3) Artificial Intelligence (2) Core AI (2) Core Methods (2) Deep Learning (1) Optimization & Theory · Machine Learning (1) Optimization & Theory · Deep Learning (1)

Keywords

feature engineering (2) low-rank compression (2) ranking model (1) ensemble model (1) inference efficiency (1) parameter efficiency (1) mean average precision (1) entity resolution (1) string matching (1) rank allocation (1) large language model (1) progressive decoding (1) paper author identification (1) name matching (1) author disambiguation (1) shared projection (1) block skipping (1) model compression (1) rank maximization (1) text generation (1)

Papers

SkipCat: Rank-Maximized Low-Rank Compression of Large Language Models via Shared Projection and Block Skipping AAAI 2026 FLRC: Fine-grained Low-Rank Compressor for Efficient LLM Inference EMNLP 2025 Combination of Feature Engineering and Ranking Models for Paper-Author Identification in KDD Cup 2013 JMLR 2015 Effective String Processing and Matching for Author Disambiguation JMLR 2014