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Yuanxiang Liu

dblp:426/9404 · DBLP profile ↗
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3ranked-venue papers
1as first author
3since 2021 · last 2026
—ORCID · none

Domains — the database's venue-derived domains; a paper can count in several

Artificial intelligence and machine learning · 3 · 1 first-author · 3 since 2021

Expertise — from the expertise taxonomy: the topics of the expert's papers under the CCF categories. A weight counts papers with recency: 1 for a paper about the topic, 0.3 when the topic is its context, halved every five years.

Artificial intelligence
2 papers
Question answering and dialogue systems · 54% Knowledge representation and reasoning · 29% Reinforcement learning · 18%
Databases, data mining, and information retrieval
1 paper
Knowledge graphs · 100%

Topics — the 7 heaviest of 8, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Machine learning › Reinforcement learning
curriculum reinforcement learning
1.012026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Natural language and speech › Question answering and dialogue systems
knowledge base question answering
1.012026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Natural language and speech › Question answering and dialogue systems
table question answering
1.012026
ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering · ACL (1) 2026
Natural language and speech › Question answering and dialogue systems › knowledge base question answering
temporal knowledge graph question answering
1.012026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Knowledge graphs
knowledge graph reasoning
1.012026
CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs · ACL (1) 2026
Knowledge, reasoning and agents › Knowledge representation and reasoning
knowledge graph
0.312026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
Knowledge, reasoning and agents › Knowledge representation and reasoning › knowledge graph
temporal knowledge graph
0.312026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026

Methods — techniques the papers use, named apart from their topics

relational blueprints · 1.0reinforcement learning · 1.0large language model · 1.0failure-aware refinement · 1.0curriculum learning · 1.0autonomous agent · 1.0adaptive semantic tree reasoning · 1.0
YearPublicationVenuePosition
2026 Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning
abstract
Zhaoyan Gong, Zhiqiang Liu, Songze Li, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Lei Liang, Huajun Chen, Wen Zhang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Zhaoyan Gong, Xiaoke Guo, Yuanxiang Liu, Xinle Deng, Zhizhen Liu, Huajun Chen
ACL (1)5
2026 ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering
abstract
Xiaoke Guo, Songze Li, Zhiqiang Liu, Zhaoyan Gong, Yuanxiang Liu, Huajun Chen, Wen Zhang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Xiaoke Guo, Zhaoyan Gong, Yuanxiang Liu, Huajun Chen, Wen Zhang 0015
ACL (1)5
2026 CoG: Controllable Graph Reasoning via Relational Blueprints and Failure-Aware Refinement over Knowledge Graphs
abstract
Yuanxiang Liu, Songze Li, Xiaoke Guo, Zhaoyan Gong, Qifei Zhang, Huajun Chen, Wen Zhang. Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers). 2026.
Yuanxiang Liu, Xiaoke Guo, Zhaoyan Gong, Huajun Chen
ACL (1)1