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Zhaoyan Gong

dblp:415/7696 · DBLP profile ↗
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5ranked-venue papers
2as first author
5since 2021 · last 2026
—ORCID · none

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

Artificial intelligence and machine learning · 4 · 2 first-author · 4 since 2021Computer networks · 1 · 1 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
3 papers
Question answering and dialogue systems · 58% Knowledge representation and reasoning · 30% Reinforcement learning · 12%
Databases, data mining, and information retrieval
1 paper
Knowledge graphs · 100%

Topics — the 8 heaviest of 9, each with the papers that count most for it

TopicWeightPapersLastEvidence papers
Natural language and speech › Question answering and dialogue systems
knowledge base question answering		 1.922026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models · EMNLP 2025
Natural language and speech › Question answering and dialogue systems › knowledge base question answering
temporal knowledge graph question answering		 1.922026
Temp-R1: A Unified Autonomous Agent for Complex Temporal KGQA via Reverse Curriculum Reinforcement Learning · ACL (1) 2026
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models · EMNLP 2025
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
table question answering		 1.012026
ASTRA: Adaptive Semantic Tree Reasoning Architecture for Complex Table Question Answering · 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
temporal reasoning		 0.912025
RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models · EMNLP 2025
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 · 1.0recursive thinking · 0.9multi-path answer aggregation · 0.9LLM · 0.9
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)1
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)4
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)4
2025 RTQA : Recursive Thinking for Complex Temporal Knowledge Graph Question Answering with Large Language Models
abstract
Current temporal knowledge graph question answering (TKGQA) methods primarily focus on implicit temporal constraints, lacking the capability of handling more complex temporal queries, and struggle with limited reasoning abilities and error propagation in decomposition frameworks.We propose RTQA, a novel framework to address these challenges by enhancing reasoning over TKGs without requiring training.Following recursive thinking, RTQA recursively decomposes questions into sub-problems, solves them bottom-up using LLMs and TKG knowledge, and employs multi-path answer aggregation to improve fault tolerance.RTQA consists of three core components: the Temporal Question Decomposer, the Recursive Solver, and the Answer Aggregator.Experiments on MultiTQ and TimelineKGQA benchmarks demonstrate significant Hits@1 improvements in "Multiple" and "Complex" categories, outperforming state-of-the-art methods.Our code and data are available at https://github.com/zjukg/RTQA.Historical Facts South Korea hosted a visit from China on 2009-05-12.Stephen W. Bosworth made a visit to China on 2009-05-13.Lawrence Cannon made a visit to China on 2009-05-12.China made a visit to South Korea on 2009-05-12.Abdullah Gül hosted a visit from China on 2009-05-12.Stephen W. Bosworth made a visit to China on 2009-05-08.Kuomintang made a visit to China on 2009-05-27.Lawrence Cannon made a visit to China on 2009-05-13.Stephen W. Bosworth made a visit to China on 2009-05-15.Wen Jiabao made a visit to China on 2009-05-09.Kuomintang made a visit to China on 2009-05-26.China hosted a visit from Iran on 2009-10-15.Wen Jiabao made a visit to China on 2009-05-08.China hosted a visit from France on 2009-05-07.Ma Biao made a visit to China on 2009-07-05.Georgios Papandreou made a visit to China on 2009-05-12.China made a visit to Kazakhstan on 2009-06-12.Abhisit Vejjajiva made a visit to China on 2009-06-15.Wen Jiabao made a visit to China on 2009-05-28.Wu Po-hsiung made a visit to China on 2009-05-25.Eric Chu made a visit to China on 2009-05-17.Barack Obama made a visit to China on 2009-10-12.Abhisit Vejjajiva made a visit to China on 2009-06-25.Xi Jinping made a visit to China on 2009-06-22.China hosted a
Zhaoyan Gong, Juan Li 0010, Lei Liang 0002, Huajun Chen, Wen Zhang 0015
 EMNLP1
2025 Flexibility Evaluation-Based Dynamic Networking for AUV-Oriented Optical Networks
Lin Lin 0008, Chi Lin 0001, Youling Huang, Zhaoyan Gong
 IWQoS6