Sinan Fan

2 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 (10)

Venues

ACL (1) ICLR (1)

Top co-authors

Chen Shen (2) Liang Xie (2) Jieping Ye (2) Chenxi Huang (2) Xiaofeng Zhang (1) Wenxiao Wang (1) Deng Cai (1) Ge Teng (1) Shaotian Yan (1) Xiaosong Yuan (1)

Research topics

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

Keywords

parameter-efficient fine-tuning (2) few-shot learning (1) chain-of-thought reasoning (1) low-rank optimization (1) soft prompt (1) complex reasoning (1) prompt tuning (1) reasoning task (1) representation fine-tuning (1) information flow analysis (1) dynamic optimization (1) representation learning (1) critical representation (1)

Papers

Enhancing Chain-of-Thought Reasoning with Critical Representation Fine-tuning ACL 2025 Improving Complex Reasoning with Dynamic Prompt Corruption: A Soft Prompt Optimization Approach ICLR 2025