A Survey on Text Classification: From Shallow to Deep Learning. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Congying Xia; Renyu Yang; Lichao Sun 001; Philip S. Yu; Lifang He 001 (CoRR, 2020)

CasEE: A Joint Learning Framework with Cascade Decoding for Overlapping Event Extraction. - Jiawei Sheng; Shu Guo; Bowen Yu 002; Qian Li 033; Yiming Hei; Lihong Wang; Tingwen Liu; Hongbo Xu (ACL/IJCNLP (Findings), 2021)

A Dual-Classifier Model for General Fine-Grained Event Detection Task. - Yiming Hei; Qian Li 033; Caibo Zhou; Rui Sun; Jinglin Yang; Jiawei Sheng; Shu Guo; Lihong Wang (CCKS (Evaluation Track), 2021)

Reinforcement Learning-based Dialogue Guided Event Extraction to Exploit Argument Relations. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Yuanxing Ning; Lihong Wang; Philip S. Yu; Zheng Wang 001 (CoRR, 2021)

Deep Learning Schema-based Event Extraction: Literature Review and Current Trends. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Yiming Hei; Rui Sun; Jiawei Sheng; Shu Guo; Lihong Wang; Philip S. Yu (CoRR, 2021)

A Joint Learning Framework for the CCKS-2020 Financial Event Extraction Task. - Jiawei Sheng; Qian Li 033; Yiming Hei; Shu Guo; Bowen Yu 002; Lihong Wang; Min He; Tingwen Liu; Hongbo Xu (Data Intell., 2021)

Position-aware Structure Learning for Graph Topology-imbalance by Relieving Under-reaching and Over-squashing. - Qingyun Sun; Jianxin Li 002; Haonan Yuan; Xingcheng Fu; Hao Peng 001; Cheng Ji 001; Qian Li 033; Philip S. Yu (CIKM, 2022)

Reinforcement Learning-Based Dialogue Guided Event Extraction to Exploit Argument Relations. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Jia Wu 001; Yuanxing Ning; Lihong Wang; Philip S. Yu; Zheng Wang 001 (IEEE ACM Trans. Audio Speech Lang. Process., 2022)

A Survey on Text Classification: From Traditional to Deep Learning. - Qian Li 033; Hao Peng 001; Jianxin Li 002; Congying Xia; Renyu Yang; Lichao Sun 001; Philip S. Yu; Lifang He 001 (ACM Trans. Intell. Syst. Technol., 2022)

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction. - Qian Li 033; Shu Guo; Cheng Ji 001; Xutan Peng; Shiyao Cui; Jianxin Li 002; Lihong Wang (ACL (Findings), 2023)

Multi-Modal Knowledge Graph Transformer Framework for Multi-Modal Entity Alignment. - Qian Li 033; Cheng Ji 001; Shu Guo; Zhaoji Liang; Lihong Wang; Jianxin Li 002 (EMNLP (Findings), 2023)

Attribute-Consistent Knowledge Graph Representation Learning for Multi-Modal Entity Alignment. - Qian Li 033; Shu Guo; Yangyifei Luo; Cheng Ji 001; Lihong Wang; Jiawei Sheng; Jianxin Li 002 (WWW, 2023)

A Comprehensive Survey on Pretrained Foundation Models: A History from BERT to ChatGPT. - Ce Zhou; Qian Li 033; Chen Li 046; Jun Yu; Yixin Liu 002; Guangjing Wang 001; Kai Zhang 039; Cheng Ji 001; Qiben Yan; Lifang He 001; Hao Peng 001; Jianxin Li 002; et al. (CoRR, 2023)

Dual-Gated Fusion with Prefix-Tuning for Multi-Modal Relation Extraction. - Qian Li 033; Shu Guo; Cheng Ji 001; Xutan Peng; Shiyao Cui; Jianxin Li 002 (CoRR, 2023)

Type Information Utilized Event Detection via Multi-Channel GNNs in Electrical Power Systems. - Qian Li 033; Jianxin Li 002; Lihong Wang; Cheng Ji 001; Yiming Hei; Jiawei Sheng; Qingyun Sun; Shan Xue 001; Pengtao Xie (ACM Trans. Web, 2023)

Event Extraction by Associating Event Types and Argument Roles. - Qian Li 033; Shu Guo; Jia Wu 001; Jianxin Li 002; Jiawei Sheng; Hao Peng 001; Lihong Wang (IEEE Trans. Big Data, 2023)

ReGCL: Rethinking Message Passing in Graph Contrastive Learning. - Cheng Ji 001; Zixuan Huang; Qingyun Sun; Hao Peng 001; Xingcheng Fu; Qian Li 033; Jianxin Li 002 (AAAI, 2024)

Table-Filling via Mean Teacher for Cross-domain Aspect Sentiment Triplet Extraction. - Kun Peng; Lei Jiang 003; Qian Li 033; Haoran Li 003; Xiaoyan Yu; Li Sun 008; Shuo Sun; Yanxian Bi; Hao Peng 001 (CIKM, 2024)

Adaptive Differentially Private Structural Entropy Minimization for Unsupervised Social Event Detection. - Zhiwei Yang; Yuecen Wei; Haoran Li 003; Qian Li 033; Lei Jiang 003; Li Sun 008; Xiaoyan Yu; Chunming Hu; Hao Peng 001 (CIKM, 2024)

L-APPLE: Language-agnostic Prototype Prefix Learning for Cross-lingual Event Detection. - Ziqin Zhu; Xutan Peng; Qian Li 033; Cheng Ji 001; Qingyun Sun; Jianxin Li 002 (CIKM, 2024)

Few-Shot Multimodal Named Entity Recognition Based on Mutlimodal Causal Intervention Graph. - Feihong Lu; Xiaocui Yang; Qian Li 033; Qingyun Sun; Ke Jiang; Cheng Ji 001; Jianxin Li 002 (LREC/COLING, 2024)

LLM-based Multi-Level Knowledge Generation for Few-shot Knowledge Graph Completion. - Qian Li 033; Zhuo Chen 007; Cheng Ji 001; Shiqi Jiang; Jianxin Li 002 (IJCAI, 2024)

Multi-Modal Inductive Framework for Text-Video Retrieval. - Qian Li 033; Yucheng Zhou 001; Cheng Ji 001; Feihong Lu; Jianian Gong; Shangguang Wang; Jianxin Li 002 (ACM Multimedia, 2024)

Miko: Multimodal Intention Knowledge Distillation from Large Language Models for Social-Media Commonsense Discovery. - Feihong Lu; Weiqi Wang 001; Yangyifei Luo; Ziqin Zhu; Qingyun Sun; Baixuan Xu; Haochen Shi; Shiqi Gao; Qian Li 033; Yangqiu Song; Jianxin Li 002 (ACM Multimedia, 2024)

MKGL: Mastery of a Three-Word Language. - Lingbing Guo; Zhongpu Bo; Zhuo Chen 007; Yichi Zhang 009; Jiaoyan Chen 001; Yarong Lan; Mengshu Sun; Zhiqiang Zhang 012; Yangyifei Luo; Qian Li 033; Qiang Zhang 026; Wen Zhang 015; et al. (NeurIPS, 2024)

Text-Video Retrieval via Multi-Modal Hypergraph Networks. - Qian Li 033; Lixin Su; Jiashu Zhao; Long Xia; Hengyi Cai; Suqi Cheng; Hengzhu Tang; Junfeng Wang 009; Dawei Yin (WSDM, 2024)

Text-Video Retrieval via Variational Multi-Modal Hypergraph Networks. - Qian Li 033; Lixin Su; Jiashu Zhao; Long Xia; Hengyi Cai; Suqi Cheng; Hengzhu Tang; Junfeng Wang 009; Dawei Yin (CoRR, 2024)

Knowledge Graphs Meet Multi-Modal Learning: A Comprehensive Survey. - Zhuo Chen 007; Yichi Zhang 009; Yin Fang; Yuxia Geng; Lingbing Guo; Xiang Chen 016; Qian Li 033; Wen Zhang 015; Jiaoyan Chen 001; Yushan Zhu; Jiaqi Li; Xiaoze Liu; et al. (CoRR, 2024)

ASGEA: Exploiting Logic Rules from Align-Subgraphs for Entity Alignment. - Yangyifei Luo; Zhuo Chen 007; Lingbing Guo; Qian Li 033; Wenxuan Zeng; Zhixin Cai; Jianxin Li 002 (CoRR, 2024)

Uncertainty-Aware Relational Graph Neural Network for Few-Shot Knowledge Graph Completion. - Qian Li 033; Shu Guo; Yinjia Chen; Cheng Ji 001; Jiawei Sheng; Jianxin Li 002 (CoRR, 2024)

Variational Multi-Modal Hypergraph Attention Network for Multi-Modal Relation Extraction. - Qian Li 033; Cheng Ji 001; Shu Guo; Yong Zhao; Qianren Mao; Shangguang Wang; Yuntao Wei; Jianxin Li 002 (CoRR, 2024)

Federated Temporal Graph Clustering. - Yang Liu 165; Zihao Zhou; Xianghong Xu; Qian Li 033 (CoRR, 2024)

Decomposition and recombination. A soft cascade model for event detection. - Yiming Hei; Jiawei Sheng; Lihong Wang; Qian Li 033; Shu Guo; Jianwei Liu 001 (Knowl. Based Syst., 2024)

Triplet-aware graph neural networks for factorized multi-modal knowledge graph entity alignment. - Qian Li 033; Jianxin Li 002; Jia Wu 001; Xutan Peng; Cheng Ji 001; Hao Peng 001; Lihong Wang; Philip S. Yu (Neural Networks, 2024)

Label graph augmented soft cascade decoding model for overlapping event extraction. - Yiming Hei; Lihong Wang; Jiawei Sheng; Jianwei Liu 001; Qian Li 033; Shu Guo (Int. J. Mach. Learn. Cybern., 2024)

A Comprehensive Survey on Automatic Knowledge Graph Construction. - Lingfeng Zhong; Jia Wu 001; Qian Li 033; Hao Peng 001; Xindong Wu 001 (ACM Comput. Surv., 2024)

A Survey on Deep Learning Event Extraction: Approaches and Applications. - Qian Li 033; Jianxin Li 002; Jiawei Sheng; Shiyao Cui; Jia Wu 001; Yiming Hei; Hao Peng 001; Shu Guo; Lihong Wang; Amin Beheshti; Philip S. Yu (IEEE Trans. Neural Networks Learn. Syst., 2024)

Lightweight Contenders: Navigating Semi-Supervised Text Mining through Peer Collaboration and Self Transcendence. - Qianren Mao; Weifeng Jiang; Junnan Liu; Chenghua Lin; Qian Li 033; Xianqing Wen; Jianxin Li 002; Jinhu Lu (NAACL (Findings), 2025)

RCEAE: A Role Correlation-enhanced Model for Event Argument Extraction. - Yiming Hei; Jiawei Sheng; Shu Guo; Lihong Wang; Qian Li 033; Jianwei Liu 001; Yizhong Liu; Prayag Tiwari (Neurocomputing, 2025)

Augmenting sparse behavior data for user identity linkage with self-generated by model and mixup-generated samples. - Hongren Huang; Jianxin Li 002; Feihong Lu; Lihong Wang; Qian Li 033; Qingyun Sun (Neural Networks, 2025)

Bridging the Gap Between LLMs and Human Intentions: Progresses and Challenges in Instruction Understanding, Intention Reasoning, and Reliable Generation. - Zongyu Chang; Feihong Lu; Ziqin Zhu; Qian Li 033; Cheng Ji 001; Zhuo Chen 007; Yang Liu 165; Ruifeng Xu 001; Yangqiu Song; Shangguang Wang; Jianxin Li 002 (CoRR, 2025)

T-T: Table Transformer for Tagging-based Aspect Sentiment Triplet Extraction. - Kun Peng; Chaodong Tong; Cong Cao 001; Hao Peng 001; Qian Li 033; Guanlin Wu; Lei Jiang 003; Yanbing Liu; Philip S. Yu (CoRR, 2025)