Shanghaoran Quan

5 papers · 2024–2025 · 4 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 (18) 👥 Mega-Team · Squad 📈 Trend Setter

Venues

ACL (2) AAAI (1) EMNLP (1) ICLR (1)

Top co-authors

Tianyu Liu (2) yibo miao (2) Ge Zhang (1) Zefan Cai (1) Binyuan Hui (1) Zekai Zhang (1) Wei Zhang (1) Zhenhe Wu (1) Jian Yang (1) Dongyan Zhao (1)

Research topics

Natural Language Processing (4) Resources & Methods (4) Artificial Intelligence (3) Deep Learning (3) Machine Learning (3) Core AI (3) Learning Types · Deep Learning (3) Application Areas (2) Architectures (2) Learning Types · Machine Learning (2) Learning Paradigms (1)

Keywords

large language model (3) reinforcement learning (1) multi-task learning (1) reward modeling (1) mathematical reasoning (1) preference learning (1) knowledge transfer (1) prompt engineering (1) code generation (1) multilingual code (1) instruction tuning (1) safety alignment (1) reinforcement learning from human feedback (1) parameter-efficient fine-tuning (1) low-rank adaptation (1) mixture of expert (1) supervised fine-tuning (1) jailbreak attack (1) multi-agent collaboration (1) reasoning capability (1)

Papers

Automatically Generating Numerous Context-Driven SFT Data for LLMs Across Diverse Granularity AAAI 2025 English as Defense Proxy: Mitigating Multilingual Jailbreak via Eliciting English Safety Knowledge EMNLP 2025 Omni-MATH: A Universal Olympiad Level Mathematic Benchmark for Large Language Models ICLR 2025 Qwen2.5-xCoder: Multi-Agent Collaboration for Multilingual Code Instruction Tuning ACL 2025 DMoERM: Recipes of Mixture-of-Experts for Effective Reward Modeling ACL 2024