Zhongni Hou

6 papers · 2021–2025 · 3 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 🔥 Unstoppable · Bronze

Venues

EMNLP (3) ACL (2) COLING (1)

Top co-authors

Xiaolong Jin (5) Zixuan Li (4) Xueqi Cheng (4) Jiafeng Guo (4) Long Bai (4) Saiping Guan (3) Lei Hou (1) Zhenyu Hou (1) Yajuan Lyu (1) Weihua Peng (1)

Research topics

Artificial Intelligence (4) Core AI (3) Knowledge & Reasoning (2) Representation (2) Machine Learning (1) Reinforcement Learning (1) Core Methods (1) Learning Paradigms (1) Methods (1) Reasoning (1)

Keywords

knowledge graph reasoning (3) temporal knowledge graph (3) knowledge graph (2) link prediction (2) abstention mechanism (1) recurrent neural network (1) reward model (1) supervised fine-tuning (1) long context (1) confidence estimation (1) knowledge graph completion (1) event prediction (1) background knowledge (1) graph encoder (1) n-ary relation (1) entity matching (1) large language model (1) n-ary knowledge graph (1) structure matching (1) n-tuple modeling (1)

Papers

A Survey of Link Prediction in N-ary Knowledge Graphs EMNLP 2025 LongReward: Improving Long-context Large Language Models with AI Feedback ACL 2025 Selective Temporal Knowledge Graph Reasoning COLING 2024 Temporal Knowledge Graph Reasoning Based on N-tuple Modeling EMNLP 2023 HiSMatch: Historical Structure Matching based Temporal Knowledge Graph Reasoning EMNLP 2022 Rule-Aware Reinforcement Learning for Knowledge Graph Reasoning ACL 2021