| 2025 | AAAI | Text-Guided Fine-grained Counterfactual Inference for Short Video Fake News Detection. | Linlin Zong, Wenmin Lin, Jiahui Zhou, Xinyue Liu, Xianchao Zhang, Bo Xu, Shimin Wu |
| 2025 | CIKM | Reinforcement Learning-Driven Generative Retrieval with Semantic-aligned Multi-Layer Identifiers. | Bo Xu, Yicen Tian, Xiaokun Zhang, Erchen Yu, Dailin Li, Linlin Zong, Hongfei Lin |
| 2025 | CIKM | Relational Multi-Path Enhancement for Extrapolative Relation Reasoning in Temporal Knowledge Graph. | Linlin Zong, Chi Ma, Jiahui Zhou, Xinyue Liu, Wenxin Liang, Xianchao Zhang, Bo Xu |
| 2025 | CIKM | Structuring Video Semantics with Temporal Triplets for Zero-Shot Video Question Answering. | Linlin Zong, Xinyu Zhai, Xinyue Liu, Wenxin Liang, Xianchao Zhang, Bo Xu |
| 2025 | COLING | Hawkes based Representation Learning for Reasoning over Scale-free Community-structured Temporal Knowledge Graphs. | Yuwei Du, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang |
| 2025 | COLING | Conditional Semantic Textual Similarity via Conditional Contrastive Learning. | Xinyue Liu, Zeyang Qin, Zeyu Wang, Wenxin Liang, Linlin Zong, Bo Xu |
| 2025 | COLING | HyperHatePrompt: A Hypergraph-based Prompting Fusion Model for Multimodal Hate Detection. | Bo Xu, Erchen Yu, Jiahui Zhou, Hongfei Lin, Linlin Zong |
| 2025 | ICASSP | Triple Path Enhanced Neural Architecture Search for Multimodal Fake News Detection. | Bo Xu, Qiujie Xie, Jiahui Zhou, Linlin Zong |
| 2025 | ICASSP | Online Contrastive Continual Learning with Hard Negative Samples. | Guanglu Wang, Xinyue Liu, Wentao Yang, Wenxin Liang, Linlin Zong, Xianchao Zhang |
| 2025 | IJCAI | Unveiling Maternity and Infant Care Conversations: A Chinese Dialogue Dataset for Enhanced Parenting Support. | Bo Xu, Liangzhi Li, Junlong Wang, Xuening Qiao, Erchen Yu, Yiming Qian, Linlin Zong, Hongfei Lin |
| 2025 | TrustCom | HOT-SPT: Hierarchical Optimal Transport for Robust and Fair Cross-Domain Video Expression Recognition. | Qianli Zhao, Zhen Wang, Linlin Zong, Chao Jin, Xiaohuan Li |
| 2025 | UAI | Full Network Capacity Framework for Sample-Efficient Deep Reinforcement Learning. | Wentao Yang, Xinyue Liu, Yunlong Gao, Wenxin Liang, Linlin Zong, Guanglu Wang, Xianchao Zhang |
| 2024 | AAAI | Video-Context Aligned Transformer for Video Question Answering. | Linlin Zong, Jiahui Wan, Xianchao Zhang, Xinyue Liu, Wenxin Liang, Bo Xu |
| 2024 | ACL | Unveiling Opinion Evolution via Prompting and Diffusion for Short Video Fake News Detection. | Linlin Zong, Jiahui Zhou, Wenmin Lin, Xinyue Liu, Xianchao Zhang, Bo Xu |
| 2024 | CIKM | MPHDetect: Multi-View Prompting and Hypergraph Fusion for Malevolence Detection in Dialogues. | Bo Xu, Xuening Qiao, Hongfei Lin, Linlin Zong |
| 2024 | CogSci | Random Replaying Consolidated Knowledge in the Continual Learning Model. | Guanglu Wang, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang |
| 2024 | COLING | Temporal Knowledge Graph Reasoning with Dynamic Hypergraph Embedding. | Xinyue Liu, Jianan Zhang, Chi Ma, Wenxin Liang, Bo Xu, Linlin Zong |
| 2024 | COLING | RENN: A Rule Embedding Enhanced Neural Network Framework for Temporal Knowledge Graph Completion. | Linlin Zong, Zhenrong Xie, Chi Ma, Xinyue Liu, Xianchao Zhang, Bo Xu |
| 2024 | EMNLP | Improve Meta-learning for Few-Shot Text Classification with All You Can Acquire from the Tasks. | Xinyue Liu, Yunlong Gao, Linlin Zong, Bo Xu |
| 2024 | ICASSP | Continual Learning with Class-Level Minimally Interfered Update. | Guanglu Wang, Xianchao Zhang, Han Liu, Xiaotong Zhang, Jie Mu, Wentao Yang, Linlin Zong |
| 2024 | ICPR | Multi-modal Deep Emotion-Cause Pair Extraction for Video Corpus. | Qianli Zhao, Linlin Zong, Bo Xu, Xianchao Zhang, Xinyue Liu |
| 2024 | IJCNN | Online Class-incremental Continual Learning with Maximum Entropy Memory Update. | Guanglu Wang, Xinyue Liu, Wenxin Liang, Linlin Zong, Xianchao Zhang |
| 2023 | PAKDD | Adaptive View-Aligned and Feature Augmentation Network for Partially View-Aligned Clustering. | Xianchao Zhang, Mengyan Chen, Jie Mu, Linlin Zong |
| 2022 | COLING | RealMedDial: A Real Telemedical Dialogue Dataset Collected from Online Chinese Short-Video Clips. | Bo Xu, Hongtong Zhang, Jian Wang, Xiaokun Zhang, Dezhi Hao, Linlin Zong, Hongfei Lin, Fenglong Ma |
| 2021 | PAKDD | Maintaining Consistency with Constraints: A Constrained Deep Clustering Method. | Yi Cui, Xianchao Zhang, Linlin Zong, Jie Mu |
| 2021 | SIGIR | FedCMR: Federated Cross-Modal Retrieval. | Linlin Zong, Qiujie Xie, Jiahui Zhou, Peiran Wu, Xianchao Zhang, Bo Xu |
| 2020 | CIKM | Multimodal Clustering via Deep Commonness and Uniqueness Mining. | Linlin Zong, Faqiang Miao, Xianchao Zhang, Bo Xu |
| 2020 | ICIP | Transductive Prototypical Network For Few-Shot Classification. | Xinyue Liu, Pengxin Liu, Linlin Zong |
| 2020 | ICPR | Constrained Spectral Clustering Network with Self-Training. | Xinyue Liu, Shichong Yang, Linlin Zong |
| 2020 | PAKDD | Deep Multimodal Clustering with Cross Reconstruction. | Xianchao Zhang, Xiaorui Tang, Linlin Zong, Xinyue Liu, Jie Mu |
| 2019 | IJCAI | Spectral Perturbation Meets Incomplete Multi-view Data. | Hao Wang, Linlin Zong, Bing Liu, Yan Yang, Wei Zhou |
| 2019 | PAKDD | Protein Complexes Detection Based on Deep Neural Network. | Xianchao Zhang, Peixu Gao, Maohua Sun, Linlin Zong, Bo Xu |
| 2019 | PAKDD | One Shot Learning with Margin. | Xianchao Zhang, Jinlong Nie, Linlin Zong, Hong Yu, Wenxin Liang |
| 2018 | AAAI | Weighted Multi-View Spectral Clustering Based on Spectral Perturbation. | Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu |
| 2017 | ICTAI | Self-Paced Learning Based Multi-view Spectral Clustering. | Hong Yu, Yahong Lian, Linlin Zong, Linlin Tian |
| 2015 | AAAI | Constrained NMF-Based Multi-View Clustering on Unmapped Data. | Xianchao Zhang, Linlin Zong, Xinyue Liu, Hong Yu |
| 2014 | ICDM | Multi-view Clustering via Multi-manifold Regularized Nonnegative Matrix Factorization. | Xianchao Zhang, Long Zhao, Linlin Zong, Xinyue Liu, Hong Yu |