Bei Luo

2 papers · 2022–2025 · 2 conferences · across top CS/AI conferences

Achievements

🧭 Keyword Pioneer 🌍 Conference Polyglot (2) 🐝 Cross-Pollinator (5) 🌉 Interdisciplinary Bridge 🗺️ Taxonomy Completionist (12)

Conferences

ACL (1) NIPS (1)

Top co-authors

Jian Li (1) Ming Liu (1) Shijin Wang (1) Jiaqi Li (1) Baoxin Wang (1) Bing Qin (1) Dayong Wu (1) Runxuan Liu (1) Xuanyuan Luo (1)

Keywords

langevin dynamics (1) learning theory (1) stochastic gradient descent (1) knowledge graph question answering (1) generalization bound (1) multi-hop reasoning (1) knowledge retrieval (1) reverse thinking (1) ontology-guided approach (1) ontology-guided reasoning (1) label reasoning path (1)

Papers

Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering ACL 2025

Generalization Bounds for Gradient Methods via Discrete and Continuous Prior NIPS 2022