Runxuan Liu

3 papers · 2025–2026 · 1 venue · 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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🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (13)

Venues

ACL (3)

Top co-authors

Bing Qin (3) Ming Liu (3) Dayong Wu (2) Shijin Wang (2) Tao He (2) Jiafeng Liang (2) Zheng Chu (2) Jiaqi Li (2) Baoxin Wang (2) Zekun Wang (1)

Research topics

Artificial Intelligence (3) Core AI (3) Deep Learning (2) Knowledge & Reasoning (2) Natural Language Processing (2) Learning Types · Deep Learning (2) Reasoning (2) Machine Learning (1) Applications (1) Learning Types · Machine Learning (1) Resources & Methods (1)

Keywords

symbolic reasoning (1) model distillation (1) chain-of-thought reasoning (1) knowledge graph question answering (1) complex reasoning (1) graph reasoning (1) multi-hop reasoning (1) reasoning capability (1) knowledge retrieval (1) chain of thought (1) reverse thinking (1) reasoning training (1) large language model (1) ontology-guided approach (1) data evolution (1) reinforcement learning with verifiable reward (1) graph-structured representation (1) ontology-guided reasoning (1) label reasoning path (1) process-aware verification (1)

Papers

Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models ACL 2026 Breaking the Reasoning Barrier A Survey on LLM Complex Reasoning through the Lens of Self-Evolution ACL 2025 Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025