All Publications
Conference Papers
Graph Reasoning Paradigm: Structured and Symbolic Reasoning with Topology-Aware Reinforcement Learning for Large Language Models
Runxuan Liu, Xianhao Ou, Xinyan Ma, Jiyuan Wang, Jiafeng Liang, Jiaqi Li, Tao He, Zheng Chu, Zekun Wang, Baoxin Wang, Dayong Wu, Ming Liu, Shijin Wang, Guoping Hu, Bing Qin
ACL 2026
CCF-A · Co-corresponding author
CE-GOCD: Central Entity-Guided Graph Optimization and Community Detection for Augmenting LLM Scientific Question Answering
Jiayin Lan, Jiaqi Li, Baoxin Wang, Ming Liu, Dayong Wu, Shijin Wang, Bing Qin, Guoping Hu
ICASSP 2026
CCF-B · Co-corresponding author
Ontology-Guided Reverse Thinking Makes Large Language Models Stronger on Knowledge Graph Question Answering
Runxuan Liu, Bei Luo, Jiaqi Li, Baoxin Wang, Ming Liu, Dayong Wu, Shijin Wang, Bing Qin
ACL 2025
CCF-A · Co-corresponding author
SparkRA: A Retrieval-Augmented Knowledge Service System Based on Spark Large Language Model
Dayong Wu, Jiaqi Li, Baoxin Wang, Honghong Zhao, Siyuan Xue, Yanjie Yang, Zhijun Chang, Rui Zhang, Li Qian, Bo Wang, Shijin Wang, Zhixiong Zhang, Guoping Hu
EMNLP 2024
Demo Track · CCF-B
DADgraph: A Discourse-aware Dialogue Graph Neural Network for Multiparty Dialogue Machine Reading Comprehension
Jiaqi Li, Ming Liu, Zihao Zheng, Heng Zhang, Bing Qin, Min-Yen Kan, Ting Liu
IJCNN 2021
CCF-C
Molweni: A Challenge Multiparty Dialogues-based Machine Reading Comprehension Dataset with Discourse Structure
Jiaqi Li, Ming Liu, Min-Yen Kan, Zihao Zheng, Zekun Wang, Wenqiang Lei, Ting Liu, Bing Qin
COLING 2020
CCF-B
Journal Papers
A Speaker-aware Multiparty Dialogue Discourse Parser with Heterogeneous Graph Neural Network
Jiaqi Li, Ming Liu, Yuxin Wang, Daxing Zhang, Bing Qin
Cognitive Systems Research
2023 · JCR-Q2 · SCI
A Survey of Discourse Parsing
Jiaqi Li, Ming Liu, Bing Qin, Ting Liu
Frontiers of Computer Science
2022 · CCF-B · JCR-Q1
Preprints
Grounding LLM Reasoning under Incomplete Graph Evidence
Jiaqi Li and Fanghui Song
arXiv
2026
NLP-AKG: Few-Shot Construction of NLP Academic Knowledge Graph
Jiayin Lan, Jiaqi Li, Baoxin Wang, Ming Liu, Dayong Wu, Shijin Wang, Bing Qin
arXiv
2025
Multiparty Dialogue Discourse Parsing with Adapters
Jiaqi Li, Yuxin Wang, Zerui Chen, Ming Liu, Bing Qin
arXiv
2023
An Annotation Scheme of A Large-scale Multi-party Dialogues Dataset for Discourse Parsing and Machine Comprehension
Jiaqi Li, Ming Liu, Bing Qin, Zihao Zheng, Ting Liu
arXiv
2019