Sannyuya Liu

3 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 🗺️ Taxonomy Completionist (10)

Venues

AAAI (2) IJCAI (1)

Top co-authors

Jintian Feng (2) Jianwen Sun (2) Shengyingjie Liu (1) Mengqi Wei (1) Rui Zou (1) Xiaoxuan Shen (1) Yawei Luo (1) Zhuang Li (1) Qian Wan (1) Dragan Gasevic (1)

Research topics

Artificial Intelligence (3) Core AI (3) Machine Learning (2) Deep Learning (1) Mathematics & Optimization (1) Natural Language Processing (1) Application Areas (1) Applications (1) Mathematics (1) Models (1) Optimization & Theory (1)

Keywords

performance optimization (1) mathematical reasoning (1) authorship attribution (1) synthetic data generation (1) resource allocation (1) human-ai collaboration (1) hybrid system (1) supervised fine-tuning (1) ai-generated text detection (1) model diversity (1) text segmentation (1) large language model (1) human-machine collaboration (1) multi-agent system (1) integration scale (1) authorship detection (1) stylistic cue (1) hybrid text (1) educational theory (1)

Papers

VCR: A “Cone of Experience” Driven Synthetic Data Generation Framework for Mathematical Reasoning AAAI 2025 Balancing Humans and Machines: A Study on Integration Scale and Its Impact on Collaborative Performance AAAI 2024 Detecting AI-Generated Sentences in Human-AI Collaborative Hybrid Texts: Challenges, Strategies, and Insights IJCAI 2024