| 2026 | DEXA | Layered Evidence-Centric Graph Construction for Explainable Multi-hop Question Answering. | Weiguo Zeng, Haoyang Xie, Zhenxuan Chao, Qiuxia Wu, Haoyu Liu, Siyu Li, Jianfeng Qu, Zhixu Li |
| 2026 | WWW | Towards Practical LLM Unlearning: Efficient, Modular, and Retain-Free. | Peng Liu, Peng-Fei Zhang, Jianfeng Qu, Ximing Li, Zhixu Li, Pengpeng Zhao |
| 2025 | AAAI | Enhancing Long-and Short-Term Representations for Next POI Recommendations via Frequency and Hierarchical Contrastive Learning. | Jiajie Chen, Yu Sang, Peng-Fei Zhang, Jiaan Wang, Jianfeng Qu, Zhixu Li |
| 2025 | APWEB | CSGD: Commonsense Knowledge Graph Completion via Graph Densification and Subgraph Reasoning. | Yufeng Wang, Jun Ma, Jianfeng Qu, Yu Liu, Yanmei Kang |
| 2025 | APWEB | RS-Stega: A Token-Level Quality-Control Framework for Generative Text Steganography. | Pengtao Wang, Jianfeng Qu, Yu Liu, Yanmei Kang |
| 2025 | CIKM | MRCLQR: A Framework for Logical Query Reasoning Based on Multi-information Relation Constraints. | Pengwei Pan, Yu Liu, Jun Ma, Jianfeng Qu, Wen Hua, Yanmei Kang |
| 2025 | EMNLP | PIP: Perturbation-based Iterative Pruning for Large Language Models. | Yi Cao, Wei-Jie Xu, Yucheng Shen, Weijie Shi, Chi-Min Chan, Jianfeng Qu, Jiajie Xu |
| 2024 | AAAI | Improving the Robustness of Knowledge-Grounded Dialogue via Contrastive Learning. | Jiaan Wang, Jianfeng Qu, Kexin Wang, Zhixu Li, Wen Hua, Ximing Li, An Liu |
| 2024 | ACL | GeoAgent: To Empower LLMs using Geospatial Tools for Address Standardization. | Chenghua Huang, Shisong Chen, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Jiaxin Liu, Zhigang Chen |
| 2024 | ACL | MusTQ: A Temporal Knowledge Graph Question Answering Dataset for Multi-Step Temporal Reasoning. | Tingyi Zhang, Jiaan Wang, Zhixu Li, Jianfeng Qu, An Liu, Zhigang Chen, Hongping Zhi |
| 2024 | CIKM | CLR2G: Cross modal Contrastive Learning on Radiology Report Generation. | Hongchen Xue, Qingzhi Ma, Guanfeng Liu, Jianfeng Qu, Yuanjun Liu, An Liu |
| 2024 | DASFAA | Efficient and Secure Skyline Query Over Horizontal Data Federation. | Yilun Kuang, An Liu, Jianfeng Qu, Junhua Fang, Xiaofang Zhang, Lei Zhao |
| 2024 | DASFAA | A Hierarchy-aware Entity Alignment Method for Educational Knowledge Graphs. | Anting Li, Shisong Chen, Zhixu Li, Jianfeng Qu, Zhiang Yue, Jingping Liu |
| 2024 | DASFAA | Beyond SweepLine: Efficient MaxRS Queries over Inaccurate Location Data. | Yuanjun Liu, Zhengcao Zhang, Jianfeng Qu, Guanfeng Liu, An Liu |
| 2024 | DASFAA | Contrasting Transformer and Hypergraph Network for Cooperative Sequential Recommendation. | Tongyu Wu, Jianfeng Qu, Deqing Wang, Zhiming Cui, Guanfeng Liu, Pengpeng Zhao |
| 2024 | ICDE | Meta-Optimized Joint Generative and Contrastive Learning for Sequential Recommendation. | Yongjing Hao, Pengpeng Zhao, Junhua Fang, Jianfeng Qu, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou |
| 2024 | ICDE | Meta-optimized Structural and Semantic Contrastive Learning for Graph Collaborative Filtering. | Yongjing Hao, Pengpeng Zhao, Jianfeng Qu, Lei Zhao, Guanfeng Liu, Fuzhen Zhuang, Victor S. Sheng, Xiaofang Zhou |
| 2024 | ICDE | Multi-Modal Siamese Network for Few-Shot Knowledge Graph Completion. | Yuyang Wei, Wei Chen, Xiaofang Zhang, Pengpeng Zhao, Jianfeng Qu, Lei Zhao |
| 2024 | ICDE | A Coarse-to-Fine Framework for Entity-Relation Joint Extraction. | Mingchen Zhang, Jiaan Wang, Jianfeng Qu, Zhixu Li, An Liu, Lei Zhao, Zhigang Chen, Xiaofang Zhou |
| 2023 | AAAI | Competition or Cooperation? Exploring Unlabeled Data via Challenging Minimax Game for Semi-supervised Relation Extraction. | Yu Hong, Jiahang Li, Jianchuan Feng, Chenghua Huang, Zhixu Li, Jianfeng Qu, Yanghua Xiao, Wei Wang |
| 2023 | ACL | Towards Unifying Multi-Lingual and Cross-Lingual Summarization. | Jiaan Wang, Fandong Meng, Duo Zheng, Yunlong Liang, Zhixu Li, Jianfeng Qu, Jie Zhou |
| 2023 | DASFAA | Region-Aware Graph Convolutional Network for Traffic Flow Forecasting. | Haitao Liang, An Liu, Jianfeng Qu, Wei Chen, Xiaofang Zhang, Lei Zhao |
| 2023 | DASFAA | A Joint Link-Retrieve Framework for Open Table-and-Text Question Answering. | Jian Zou, Jiaan Wang, Ying He, Jianfeng Qu, Zhixu Li, Pengpeng Zhao, An Liu, Lei Zhao |
| 2023 | ICDE | MMKGR: Multi-hop Multi-modal Knowledge Graph Reasoning. | Shangfei Zheng, Weiqing Wang, Jianfeng Qu, Hongzhi Yin, Wei Chen, Lei Zhao |
| 2023 | SIGIR | Frequency Enhanced Hybrid Attention Network for Sequential Recommendation. | Xinyu Du, Huanhuan Yuan, Pengpeng Zhao, Jianfeng Qu, Fuzhen Zhuang, Guanfeng Liu, Yanchi Liu, Victor S. Sheng |
| 2023 | WSDM | Long-Document Cross-Lingual Summarization. | Shaohui Zheng, Zhixu Li, Jiaan Wang, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen |
| 2022 | AAAI | Ensemble Semi-supervised Entity Alignment via Cycle-Teaching. | Kexuan Xin, Zequn Sun, Wen Hua, Bing Liu, Wei Hu, Jianfeng Qu, Xiaofang Zhou |
| 2022 | CIKM | Can We Have Both Fish and Bear's Paw?: Improving Performance, Reliability, and both of them for Relation Extraction under Label Shift. | Yu Hong, Zhixu Li, Jianfeng Qu, Jiaqing Liang, Yi Luo, Miyu Zhang, Yanghua Xiao, Wei Wang |
| 2022 | CIKM | Large-scale Entity Alignment via Knowledge Graph Merging, Partitioning and Embedding. | Kexuan Xin, Zequn Sun, Wen Hua, Wei Hu, Jianfeng Qu, Xiaofang Zhou |
| 2022 | CIKM | Evidence-aware Document-level Relation Extraction. | Tianyu Xu, Wen Hua, Jianfeng Qu, Zhixu Li, Jiajie Xu, An Liu, Lei Zhao |
| 2022 | DASFAA | Incorporating Commonsense Knowledge into Story Ending Generation via Heterogeneous Graph Networks. | Jiaan Wang, Beiqi Zou, Zhixu Li, Jianfeng Qu, Pengpeng Zhao, An Liu, Lei Zhao |
| 2022 | DASFAA | TRHyTE: Temporal Knowledge Graph Embedding Based on Temporal-Relational Hyperplanes. | Lin Yuan, Zhixu Li, Jianfeng Qu, Tingyi Zhang, An Liu, Lei Zhao, Zhigang Chen |
| 2022 | DASFAA | Aligning Internal Regularity and External Influence of Multi-granularity for Temporal Knowledge Graph Embedding. | Tingyi Zhang, Zhixu Li, Jiaan Wang, Jianfeng Qu, Lin Yuan, An Liu, Lei Zhao, Zhigang Chen |
| 2022 | EMNLP | ClidSum: A Benchmark Dataset for Cross-Lingual Dialogue Summarization. | Jiaan Wang, Fandong Meng, Ziyao Lu, Duo Zheng, Zhixu Li, Jianfeng Qu, Jie Zhou |
| 2022 | IJCNN | Help from Meta-Path: Node and Meta-Path Contrastive Learning for Recommender Systems. | Mingyuan Huang, Pengpeng Zhao, Xuefeng Xian, Jianfeng Qu, Guanfeng Liu, Yanchi Liu, Victor S. Sheng |
| 2022 | ISCC | Spatial-based Bayesian Hidden Markov Models with Dirichlet Mixtures for Video Anomaly Detection. | Guojian Luo, Jianfeng Qu, Lina Zhang, Xiaoyu Fang, Yi Zhang, Tong Zhou |
| 2022 | SMC | Variational Learning of Convolutional Neural Networks with Stochastic Deformable Kernels. | Guojian Luo, Jianfeng Qu, Lina Zhang, Xiaoyu Fang, Yi Zhang, Shilin Man |
| 2022 | WISE | Conats: A Novel Framework for Cross-Modal Map Extraction. | Zheng Chen, Junhua Fang, Pingfu Chao, Jianfeng Qu, Pengpeng Zhao, Jiajie Xu |
| 2022 | WSDM | Knowledge Enhanced Sports Game Summarization. | Jiaan Wang, Zhixu Li, Tingyi Zhang, Duo Zheng, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen |
| 2021 | CIKM | SportsSum2.0: Generating High-Quality Sports News from Live Text Commentary. | Jiaan Wang, Zhixu Li, Qiang Yang, Jianfeng Qu, Zhigang Chen, Qingsheng Liu, Guoping Hu |
| 2021 | CIKM | Summarizing Long-Form Document with Rich Discourse Information. | Tianyu Zhu, Wen Hua, Jianfeng Qu, Xiaofang Zhou |
| 2021 | CoNLL | Tackling Zero Pronoun Resolution and Non-Zero Coreference Resolution Jointly. | Shisong Chen, Binbin Gu, Jianfeng Qu, Zhixu Li, An Liu, Lei Zhao, Zhigang Chen |
| 2021 | WISE | HyperJOIE: Two-View Hyperbolic Knowledge Graph Embedding with Entities and Concepts Jointly. | Jing Dong, Binbin Gu, Jianfeng Qu, An Liu, Lei Zhao, Zhigang Chen, Zhixu Li |
| 2021 | WISE | Enhancing both Local and Global Entity Linking Models with Attention. | Jinliang Li, Haoyu Liu, Yulong Zhang, Li Zhang, Qiang Yang, Jianfeng Qu, Zhixu Li |
| 2021 | WISE | ADQ-GNN: Next POI Recommendation by Fusing GNN and Area Division with Quadtree. | Yu Wang, An Liu, Junhua Fang, Jianfeng Qu, Lei Zhao |
| 2021 | WISE | Document-Level Relation Extraction with Entity Enhancement and Context Refinement. | Meng Zou, Qiang Yang, Jianfeng Qu, Zhixu Li, An Liu, Lei Zhao, Zhigang Chen |
| 2019 | CIKM | A Fine-grained and Noise-aware Method for Neural Relation Extraction. | Jianfeng Qu, Wen Hua, Dantong Ouyang, Xiaofang Zhou, Ximing Li |
| 2019 | ICIP | FFBNet : Lightweight Backbone for Object Detection Based Feature Fusion Block. | Binqi Fan, Yuhao Chen, Jianfeng Qu, Yi Chai, Chen Xiao, Pengfei Huang |
| 2019 | WSDM | Discovering Correlations between Sparse Features in Distant Supervision for Relation Extraction. | Jianfeng Qu, Dantong Ouyang, Wen Hua, Yuxin Ye, Xiaofang Zhou |