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JinHao Liu

3 papers · 2025–2026 · 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

Venues

AAAI (2) EMNLP (1)

Top co-authors

Dengyun Peng (3) Wanxiang Che (3) Qiguang Chen (3) Libo Qin (3) Jiannan Guan (2) jian xie (1) Yuhang Zhou (1) Jingjing Chen (1) Liangyu Huo (1) Huikang Su (1)

Research topics

Artificial Intelligence (2) Machine Learning (2) Core AI (2) Optimization & Theory (2) Natural Language Processing (1) Application Areas (1) Resources & Methods (1)

Keywords

few-shot learning (1) chain-of-thought reasoning (1) token efficiency (1) prompt optimization (1) dynamic reasoning (1) large language model (1) attention entropy (1) multi-solution task (1) boundary preservation (1) adaptive reward (1) text-based gradient optimization (1) reasoning overconfidence (1) cognitive rigidity (1)

Papers

Aware First, Think Less: Dynamic Boundary Self-Awareness Drives Significant Gains in Reasoning Efficiency in Large Language Models AAAI 2026 Beware of Reasoning Overconfidence: Pitfalls in the Reasoning Process for Multi-solution Tasks AAAI 2026 DLPO: Towards a Robust, Efficient, and Generalizable Prompt Optimization Framework from a Deep-Learning Perspective EMNLP 2025