| 2026 | ACL | Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective. | Dou Hu, Lingwei Wei, Hongjiang Xiao, Songlin Hu, Yuan Zhang |
| 2026 | SIGIR | Mitigating Adversarial Attacks by Transferring LLM-generated Narrative Reasoning for Robust Fake News Detection. | Mengyang Chen, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | AAAI | An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding. | Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | AAAI | Enhancing Multi-Hop Fact Verification with Structured Knowledge-Augmented Large Language Models. | Han Cao, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | ACL | Impartial Multi-task Representation Learning via Variance-invariant Probabilistic Decoding. | Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | ACL | Structure-adaptive Adversarial Contrastive Learning for Multi-Domain Fake News Detection. | Lingwei Wei, Dou Hu, Wei Zhou, Philip S. Yu, Songlin Hu |
| 2025 | CogSci | MPPFND: A Dataset and Analysis of Detecting Fake News with Multi-Platform Propagation. | Congyuan Zhao, Lingwei Wei, Ziming Qin, Wei Zhou, Yunya Song, Songlin Hu |
| 2025 | EMNLP | Structure-aware Propagation Generation with Large Language Models for Fake News Detection. | Mengyang Chen, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | EMNLP | Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation. | Haonan Sheng, Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | ICASSP | Segment-Recurrent Transformer with Multi-Scale Fusion for Long-Term Time Series Forecasting. | Ziang Yang, Lingwei Wei, Biyu Zhou, Xuehai Tang, Ruixuan Li, Songlin Hu |
| 2024 | AAAI | Structured Probabilistic Coding. | Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu |
| 2024 | ACL | Representation Learning with Conditional Information Flow Maximization. | Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2024 | COLING | Multi-stream Information Fusion Framework for Emotional Support Conversation. | Yinan Bao, Dou Hu, Lingwei Wei, Shuchong Wei, Wei Zhou, Songlin Hu |
| 2024 | ICASSP | Adaptive Spatial-Temporal Hypergraph Fusion Learning for Next POI Recommendation. | Yantong Lai, Yijun Su, Lingwei Wei, Tianci Wang, Daren Zha, Xin Wang |
| 2024 | ICASSP | Transferring Structure Knowledge: A New Task to Fake News Detection towards Cold-Start Propagation. | Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu |
| 2024 | SIGIR | Disentangled Contrastive Hypergraph Learning for Next POI Recommendation. | Yantong Lai, Yijun Su, Lingwei Wei, Tianqi He, Haitao Wang, Gaode Chen, Daren Zha, Qiang Liu, Xingxing Wang |
| 2023 | ACL | Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations. | Dou Hu, Yinan Bao, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2023 | DASFAA | Multi-view Spatial-Temporal Enhanced Hypergraph Network for Next POI Recommendation. | Yantong Lai, Yijun Su, Lingwei Wei, Gaode Chen, Tianci Wang, Daren Zha |
| 2023 | ICCS | A Method of Social Context Enhanced User Preferences for Conversational Recommender Systems. | Zhanchao Gao, Lingwei Wei, Wei Zhou, Meng Lin, Songlin Hu |
| 2022 | ACL | Multi-Granularity Semantic Aware Graph Model for Reducing Position Bias in Emotion Cause Pair Extraction. | Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2022 | COLING | Uncertainty-aware Propagation Structure Reconstruction for Fake News Detection. | Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu |
| 2022 | COLING | A Unified Propagation Forest-based Framework for Fake News Detection. | Lingwei Wei, Dou Hu, Yantong Lai, Wei Zhou, Songlin Hu |
| 2022 | DASFAA | Cascade-Enhanced Graph Convolutional Network for Information Diffusion Prediction. | Ding Wang, Lingwei Wei, Chunyuan Yuan, Yinan Bao, Wei Zhou, Xian Zhu, Songlin Hu |
| 2022 | ICASSP | MM-DFN: Multimodal Dynamic Fusion Network for Emotion Recognition in Conversations. | Dou Hu, Xiaolong Hou, Lingwei Wei, Lian-Xin Jiang, Yang Mo |
| 2022 | IJCAI | Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation. | Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2022 | PRICAI | Deception Detection Towards Multi-turn Question Answering with Context Selector Network. | Yinan Bao, Qianwen Ma, Lingwei Wei, Ding Wang, Wei Zhou, Songlin Hu |
| 2021 | ACL | DialogueCRN: Contextual Reasoning Networks for Emotion Recognition in Conversations. | Dou Hu, Lingwei Wei, Xiaoyong Huai |
| 2021 | ACL | Towards Propagation Uncertainty: Edge-enhanced Bayesian Graph Convolutional Networks for Rumor Detection. | Lingwei Wei, Dou Hu, Wei Zhou, Zhaojuan Yue, Songlin Hu |
| 2021 | ICCS | TS-Bert: Time Series Anomaly Detection via Pre-training Model Bert. | Weixia Dang, Biyu Zhou, Lingwei Wei, Weigang Zhang, Ziang Yang, Songlin Hu |
| 2021 | KSEM | PEN4Rec: Preference Evolution Networks for Session-Based Recommendation. | Dou Hu, Lingwei Wei, Wei Zhou, Xiaoyong Huai, Zhiqi Fang, Songlin Hu |
| 2020 | DASFAA | RE-GCN: Relation Enhanced Graph Convolutional Network for Entity Alignment in Heterogeneous Knowledge Graphs. | Jinzhu Yang, Wei Zhou, Lingwei Wei, Junyu Lin, Jizhong Han, Songlin Hu |
| 2020 | ICCS | GCN-IA: User Profile Based on Graph Convolutional Network with Implicit Association Labels. | Jie Wen, Lingwei Wei, Wei Zhou, Jizhong Han, Tao Guo |
| 2020 | SEKE | SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER. | Dou Hu, Lingwei Wei |
| 2019 | ICCS | MLP-IA: Multi-label User Profile Based on Implicit Association Labels. | Lingwei Wei, Wei Zhou, Jie Wen, Meng Lin, Jizhong Han, Songlin Hu |
| 2019 | PDCAT | Overlapping Community Detection of Complex Network: A Survey. | Qi Chen, Lingwei Wei |