Yongrui Chen

62 papers A* 12B 1Misc 1Journal 33Unranked 15
YearRankTypeTitle / Venue / Authors
2026 J jnl
IGen: Redefining long-term event prediction with iterative generation and dynamic balancing.
Inf. Process. Manag.
Yuxin Zhang, Yan Wang, Songlin Zhai, Yongrui Chen, Shenyu Zhang, Yuan Meng, Zhihua Chai, Sheng Bi, Guilin Qi
2026 A* conf
TaxReasoning: Benchmarking Knowledge-Intensive Mathematical Reasoning with Evolving Tax Laws.
AAAI
Nan Hu, Yike Wu, Jiaye Li, Huikang Hu, Guilin Qi, Songlin Zhai, Yongrui Chen, Tianxing Wu, Tongtong Wu, Jiaoyan Chen, Jeff Z. Pan
2025 J jnl
After Retrieval, Before Generation: Enhancing the Trustworthiness of Large Language Models in RAG.
CoRR
Xinbang Dai, Huikang Hu, Yuncheng Hua, Jiaqi Li, Yongrui Chen, Rihui Jin, Nan Hu, Guilin Qi
2025 — conf
BAG-RAG: Bidirectional Retrieval-Augmented Generation Based on Multi-Layer Semantic Graphs for Budget Auditing QA.
DASFAA (6)
Gaofeng Xu, Runzhe Wang, Guilin Qi, Xiaolong Ye, Yongrui Chen, Yuxin Zhang, Xinbang Dai, Yuan Meng, Shenwen Zhong
2025 — conf
Can LLMs Evaluate Complex Attribution in QA? Automatic Benchmarking using Knowledge Graphs.
ACL (1)
Nan Hu, Jiaoyan Chen, Yike Wu, Guilin Qi, Hongru Wang, Sheng Bi, Yongrui Chen, Tongtong Wu, Jeff Z. Pan
2025 J jnl
DST: Continual event prediction by decomposing and synergizing the task commonality and specificity.
Inf. Process. Manag.
Yuxin Zhang, Songlin Zhai, Yongrui Chen, Shenyu Zhang, Sheng Bi, Yuan Meng, Guilin Qi
2025 J jnl
ELAIPBench: A Benchmark for Expert-Level Artificial Intelligence Paper Understanding.
CoRR
Xinbang Dai, Huikang Hu, Yongrui Chen, Jiaqi Li, Rihui Jin, Yuyang Zhang, Xiaoguang Li, Lifeng Shang, Guilin Qi
2025 — conf
Forget the Token and Pixel: Rethinking Gradient Ascent for Concept Unlearning in Multimodal Generative Models.
ACL (Findings)
Jiaqi Li, Chuanyi Zhang, Miaozeng Du, Hui Zhang, Yongrui Chen, Qianshan Wei, Junfeng Fang, Ruipeng Wang, Sheng Bi, Guilin Qi
2025 J jnl
Harnessing Diverse Perspectives: A Multi-Agent Framework for Enhanced Error Detection in Knowledge Graphs.
CoRR
Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu
2025 — conf
Harnessing Diverse Perspectives: A Multi-agent Framework for Enhanced Error Detection in Knowledge Graphs.
DASFAA (6)
Yu Li, Yi Huang, Guilin Qi, Junlan Feng, Nan Hu, Songlin Zhai, Haohan Xue, Yongrui Chen, Ruoyan Shen, Tongtong Wu
2025 A* conf
HeGTa: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding.
AAAI
Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min, Sheng Bi
2025 J jnl
K-DeCore: Facilitating Knowledge Transfer in Continual Structured Knowledge Reasoning via Knowledge Decoupling.
CoRR
Yongrui Chen, Yi Huang, Yunchang Liu, Shenyu Zhang, Junhao He, Tongtong Wu, Guilin Qi, Tianxing Wu
2025 A* conf
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities.
EMNLP
Chuangtao Ma, Yongrui Chen, Tianxing Wu, Arijit Khan, Haofen Wang
2025 J jnl
Large Language Models Meet Knowledge Graphs for Question Answering: Synthesis and Opportunities.
CoRR
Chuangtao Ma, Yongrui Chen, Tianxing Wu, Arijit Khan, Haofen Wang
2025 J jnl
Magic Mushroom: A Customizable Benchmark for Fine-grained Analysis of Retrieval Noise Erosion in RAG Systems.
CoRR
Yuxin Zhang, Yan Wang, Yongrui Chen, Shenyu Zhang, Xinbang Dai, Sheng Bi, Guilin Qi
2025 J jnl
OneEval: Benchmarking LLM Knowledge-intensive Reasoning over Diverse Knowledge Bases.
CoRR
Yongrui Chen, Zhiqiang Liu, Jing Yu, Lin Ren, Nan Hu, Xinbang Dai, Jiajun Liu, Jiazhen Kang, Shenyu Zhang, Xinda Wang, Keyan Ding, Pengfei Shen, Haolei Zhu, Hongjie Deng, Yisong Wang, Tongtong Wu, Sheng Bi, Wen Zhang, Tianxing Wu, Qiu Ji, Haofen Wang, Wenliang Chen, Huajun Chen, Guilin Qi
2025 J jnl
Pandora: Leveraging Code-driven Knowledge Transfer for Unified Structured Knowledge Reasoning.
CoRR
Yongrui Chen, Junhao He, Linbo Fu, Shenyu Zhang, Rihui Jin, Xinbang Dai, Jiaqi Li, Dehai Min, Nan Hu, Yuxin Zhang, Guilin Qi, Yi Huang, Tongtong Wu
2025 A* conf
Peripheral Memory for LLMs: Integration of Sequential Memory Banks with Adaptive Querying.
ICML
Songlin Zhai, Yuan Meng, Yongrui Chen, Yiwei Wang, Guilin Qi
2025 J jnl
Question answering over spatio-temporal knowledge graph.
Knowl. Based Syst.
Xinbang Dai, Huiying Li, Nan Hu, Yongrui Chen, Rihui Jin, Huikang Hu, Guilin Qi
2025 J jnl
Table-r1: Self-supervised and Reinforcement Learning for Program-based Table Reasoning in Small Language Models.
CoRR
Rihui Jin, Zheyu Xin, Xing Xie, Zuoyi Li, Guilin Qi, Yongrui Chen, Xinbang Dai, Tongtong Wu, Gholamreza Haffari
2025 B conf
Unifying Large Language Models and Knowledge Graphs for Question Answering: Recent Advances and Opportunities.
EDBT
Chuangtao Ma, Yongrui Chen, Tianxing Wu, Arijit Khan, Haofen Wang
2024 — conf
Attributed Triple Extraction by Combination Under Contrastive Learning.
DASFAA (7)
Runzhe Wang, Gaofeng Xu, Guilin Qi, Yun Li, Yongrui Chen, Songlin Zhai, Yuxin Zhang, Rihui Jin, Nijun Li, Qianren Wang
2024 — conf
Context-Aware Tracking and Dynamic Introduction for Incomplete Utterance Rewriting in Extended Multi-Turn Dialogues.
ACL (Findings)
Xinnan Guo, Qian Zhu, Qiuhui Shi, Xuan Lin, Liubin Wang, DaqianLi DaqianLi, Yongrui Chen
2024 — conf
DEE: Dual-Stage Explainable Evaluation Method for Text Generation.
DASFAA (7)
Shenyu Zhang, Yu Li, Rui Wu, Xiutian Huang, Yongrui Chen, Wenhao Xu, Guilin Qi
2024 J jnl
DEE: Dual-stage Explainable Evaluation Method for Text Generation.
CoRR
Shenyu Zhang, Yu Li, Rui Wu, Xiutian Huang, Yongrui Chen, Wenhao Xu, Guilin Qi
2024 — conf
DoG-Instruct: Towards Premium Instruction-Tuning Data via Text-Grounded Instruction Wrapping.
NAACL-HLT
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
2024 J jnl
Event is more valuable than you think: Improving the Similar Legal Case Retrieval via event knowledge.
Inf. Process. Manag.
Yuxin Zhang, Songlin Zhai, Yuan Meng, Sheng Bi, Yongrui Chen, Guilin Qi
2024 — conf
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data.
NAACL (Industry Track)
Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang
2024 J jnl
Exploring the Impact of Table-to-Text Methods on Augmenting LLM-based Question Answering with Domain Hybrid Data.
CoRR
Dehai Min, Nan Hu, Rihui Jin, Nuo Lin, Jiaoyan Chen, Yongrui Chen, Yu Li, Guilin Qi, Yun Li, Nijun Li, Qianren Wang
2024 J jnl
HGT: Leveraging Heterogeneous Graph-enhanced Large Language Models for Few-shot Complex Table Understanding.
CoRR
Rihui Jin, Yu Li, Guilin Qi, Nan Hu, Yuan-Fang Li, Jiaoyan Chen, Jianan Wang, Yongrui Chen, Dehai Min
2024 J jnl
MATEval: A Multi-Agent Discussion Framework for Advancing Open-Ended Text Evaluation.
CoRR
Yu Li, Shenyu Zhang, Rui Wu, Xiutian Huang, Yongrui Chen, Wenhao Xu, Guilin Qi, Dehai Min
2024 — conf
MATEval: A Multi-agent Discussion Framework for Advancing Open-Ended Text Evaluation.
DASFAA (7)
Yu Li, Shenyu Zhang, Rui Wu, Xiutian Huang, Yongrui Chen, Wenhao Xu, Guilin Qi, Dehai Min
2024 — conf
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing.
ACL (Findings)
Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian
2024 J jnl
MIKE: A New Benchmark for Fine-grained Multimodal Entity Knowledge Editing.
CoRR
Jiaqi Li, Miaozeng Du, Chuanyi Zhang, Yongrui Chen, Nan Hu, Guilin Qi, Haiyun Jiang, Siyuan Cheng, Bozhong Tian
2024 A* conf
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models.
NeurIPS
Jiaqi Li, Qianshan Wei, Chuanyi Zhang, Guilin Qi, Miaozeng Du, Yongrui Chen, Sheng Bi, Fan Liu
2024 J jnl
Single Image Unlearning: Efficient Machine Unlearning in Multimodal Large Language Models.
CoRR
Jiaqi Li, Qianshan Wei, Chuanyi Zhang, Guilin Qi, Miaozeng Du, Yongrui Chen, Sheng Bi
2023 J jnl
CLRN: A reasoning network for multi-relation question answering over Cross-lingual Knowledge Graphs.
Expert Syst. Appl.
Yiming Tan, Xinyu Zhang, Yongrui Chen, Zafar Ali, Yuncheng Hua, Guilin Qi
2023 Misc conf
Can ChatGPT Replace Traditional KBQA Models? An In-Depth Analysis of the Question Answering Performance of the GPT LLM Family.
ISWC
Yiming Tan, Dehai Min, Yu Li, Wenbo Li, Nan Hu, Yongrui Chen, Guilin Qi
2023 — conf
CoMave: Contrastive Pre-training with Multi-scale Masking for Attribute Value Extraction.
ACL (Findings)
Xinnan Guo, Wentao Deng, Yongrui Chen, Yang Li, Mengdi Zhou, Guilin Qi, Tianxing Wu, Dong Yang, Liubin Wang, Yong Pan
2023 J jnl
Evaluation of ChatGPT as a Question Answering System for Answering Complex Questions.
CoRR
Yiming Tan, Dehai Min, Yu Li, Wenbo Li, Nan Hu, Yongrui Chen, Guilin Qi
2023 A* conf
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning.
ACM Multimedia
Jiaqi Li, Guilin Qi, Chuanyi Zhang, Yongrui Chen, Yiming Tan, Chenlong Xia, Ye Tian
2023 J jnl
Incorporating Domain Knowledge Graph into Multimodal Movie Genre Classification with Self-Supervised Attention and Contrastive Learning.
CoRR
Jiaqi Li, Guilin Qi, Chuanyi Zhang, Yongrui Chen, Yiming Tan, Chenlong Xia, Ye Tian
2023 A* conf
Learn from Yesterday: A Semi-supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams.
AAAI
Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong
2023 J jnl
MLPQ: A Dataset for Path Question Answering over Multilingual Knowledge Graphs.
Big Data Res.
Yiming Tan, Yongrui Chen, Guilin Qi, Weizhuo Li, Meng Wang
2023 J jnl
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions Over Knowledge Graphs.
IEEE Trans. Knowl. Data Eng.
Yongrui Chen, Huiying Li, Guilin Qi, Tianxing Wu, Tenggou Wang
2023 A* conf
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing.
NeurIPS
Yongrui Chen, Shenyu Zhang, Guilin Qi, Xinnan Guo
2023 J jnl
Parameterizing Context: Unleashing the Power of Parameter-Efficient Fine-Tuning and In-Context Tuning for Continual Table Semantic Parsing.
CoRR
Yongrui Chen, Shenyu Zhang, Guilin Qi, Xinnan Guo
2023 — conf
TabPrompt: Graph-based Pre-training and Prompting for Few-shot Table Understanding.
EMNLP (Findings)
Rihui Jin, Jianan Wang, Wei Tan, Yongrui Chen, Guilin Qi, Wang Hao
2023 J jnl
TeGit: Generating High-Quality Instruction-Tuning Data with Text-Grounded Task Design.
CoRR
Yongrui Chen, Haiyun Jiang, Xinting Huang, Shuming Shi, Guilin Qi
2023 A* conf
Three Stream Based Multi-level Event Contrastive Learning for Text-Video Event Extraction.
EMNLP
Jiaqi Li, Chuanyi Zhang, Miaozeng Du, Dehai Min, Yongrui Chen, Guilin Qi
2022 — conf
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning.
iThings/GreenCom/CPSCom/SmartData/Cybermatics
Tinghao Zhang, Zhijun Li, Yongrui Chen, Kwok-Yan Lam, Jun Zhao
2022 J jnl
Edge-Cloud Cooperation for DNN Inference via Reinforcement Learning and Supervised Learning.
CoRR
Tinghao Zhang, Zhijun Li, Yongrui Chen, Kwok-Yan Lam, Jun Zhao
2022 A* conf
Improving Few-Shot Text-to-SQL with Meta Self-Training via Column Specificity.
IJCAI
Xinnan Guo, Yongrui Chen, Guilin Qi, Tianxing Wu, Hao Xu
2022 J jnl
Learn from Yesterday: A Semi-Supervised Continual Learning Method for Supervision-Limited Text-to-SQL Task Streams.
CoRR
Yongrui Chen, Xinnan Guo, Tongtong Wu, Guilin Qi, Yang Li, Yang Dong
2021 J jnl
Edge-Cloud Collaborated Object Detection via Difficult-Case Discriminator.
CoRR
Zhiqiang Cao, Zhijun Li, Pan Heng, Yongrui Chen, Daqi Xie, Jie Liu
2021 J jnl
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base.
CoRR
Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi
2021 A* conf
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning.
AAAI
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li
2021 J jnl
Leveraging Table Content for Zero-shot Text-to-SQL with Meta-Learning.
CoRR
Yongrui Chen, Xinnan Guo, Chaojie Wang, Jian Qiu, Guilin Qi, Meng Wang, Huiying Li
2021 J jnl
Outlining and Filling: Hierarchical Query Graph Generation for Answering Complex Questions over Knowledge Graph.
CoRR
Yongrui Chen, Huiying Li, Guilin Qi, Tianxing Wu, Tenggou Wang
2020 J jnl
DAM: Transformer-based relation detection for Question Answering over Knowledge Base.
Knowl. Based Syst.
Yongrui Chen, Huiying Li
2020 A* conf
Formal Query Building with Query Structure Prediction for Complex Question Answering over Knowledge Base.
IJCAI
Yongrui Chen, Huiying Li, Yuncheng Hua, Guilin Qi
2018 — conf
Convolutional Neural Network-Based Question Answering Over Knowledge Base with Type Constraint.
CCKS
Yongrui Chen, Huiying Li, Zejian Xu