Zhengke Gui

2 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 · Silver 🗺️ Taxonomy Completionist (11) 👥 Mega-Team · Squad

Venues

AAAI (1) EMNLP (1)

Top co-authors

Huajun Chen (2) Xinkai Du (1) Jun Xu (1) Zhiying Yin (1) Lei Liang (1) Wang Qiwei (1) Wen Zhang (1) Haofen Wang (1) Jun Zhou (1) Yangyang Hou (1)

Research topics

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

Keywords

knowledge graph question answering (1) semantic alignment (1) knowledge base (1) multi-turn interaction (1) complex reasoning (1) evidence extraction (1) logical function (1) knowledge graph enrichment (1) query-graph alignment (1) graph enrichment (1) hierarchical thinking (1) external retriever (1) sub-problem decomposition (1)

Papers

Thinker: Training LLMs in Hierarchical Thinking for Deep Search via Multi-Turn Interaction AAAI 2026 Enrich-on-Graph: Query-Graph Alignment for Complex Reasoning with LLM Enriching EMNLP 2025