Yizhou Ying

3 papers · 2025–2025 · 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 🗺️ Taxonomy Completionist (13) ❓ The Questioner

Venues

EMNLP (2) ICLR (1)

Top co-authors

Jiaqing Liang (3) Yanghua Xiao (3) Yifei Fu (2) Geng Zhang (2) Hailin Hu (2) Sihang Jiang (2) Chengyu Du (2) Guanglei Yue (2) Sirui Xia (1) Haokun Zhao (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Application Areas (2) Learning Paradigms (2) Deep Learning (1) Natural Language Processing (1) Generation (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1) Optimization & Theory (1) Resources & Methods (1)

Keywords

large language model (2) domain adaptation (1) language model (1) data selection (1) instruction fine-tuning (1) continual pre-training (1) weak-to-strong generalization (1) cumulative distribution function (1) cognitive assessment (1) lexical diversity (1) bloom taxonomy (1) progressive refinement (1) syntactic complexity (1) domain-specific llm (1) benchmark evaluation (1) grammatical complexity (1)

Papers

Data-Efficient Selection via Grammatical Complexity in Continual Pre-training of Domain-Specific LLMs EMNLP 2025 From Remembering to Metacognition: Do Existing Benchmarks Accurately Evaluate LLMs? EMNLP 2025 Think Thrice Before You Act: Progressive Thought Refinement in Large Language Models ICLR 2025