| 2026 | ACL | Multi-Task Representation Alignment on Language Understanding: A Mutual Information Perspective. | Dou Hu, Lingwei Wei, Hongjiang Xiao, Songlin Hu, Yuan Zhang |
| 2025 | AAAI | An Information-theoretic Multi-task Representation Learning Framework for Natural Language Understanding. | Dou Hu, 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 | EMNLP | Regularized Contrastive Decoding with Hard Negative Samples for LLM Hallucination Mitigation. | Haonan Sheng, Dou Hu, Lingwei Wei, Wei Zhou, Songlin Hu |
| 2025 | VTC | Advanced Channel Decomposition Techniques in OTFS: A GSVD Approach for Multi-User Downlink. | Omid Abbassi Aghd, Oussama Ben Haj Belkacem, Dou Hu, Joo Guerreiro, Nuno Souto, Michal Szczachor, Rui Dinis |
| 2025 | VTC | A Low PAPR Page-Style Multi-User OTFS Modulation. | Dou Hu, Jin Nakazato, Kazuki Maruta, Omid Abbassi Aghd, Rui Dinis, Manabu Tsukada |
| 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 | Transferring Structure Knowledge: A New Task to Fake News Detection towards Cold-Start Propagation. | Lingwei Wei, Dou Hu, Wei Zhou, Songlin Hu |
| 2023 | ACL | Supervised Adversarial Contrastive Learning for Emotion Recognition in Conversations. | Dou Hu, Yinan Bao, 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 | EMNLP | VarMAE: Pre-training of Variational Masked Autoencoder for Domain-adaptive Language Understanding. | Dou Hu, Xiaolong Hou, Xiyang Du, Mengyuan Zhou, Lianxin Jiang, Yang Mo, Xiaofeng Shi |
| 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 | VTC | A Stackelberg Game and Federated Learning Assisted Spectrum Sharing Framework for IoV. | Yuntao Zhu, Dou Hu, Bo Qian, Kai Yu, Tingting Liu, Haibo Zhou |
| 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 | KSEM | PEN4Rec: Preference Evolution Networks for Session-Based Recommendation. | Dou Hu, Lingwei Wei, Wei Zhou, Xiaoyong Huai, Zhiqi Fang, Songlin Hu |
| 2020 | VTC | An Evolutionary Game Assisted Spectrum Sharing Blockchain Framework for Internet of Vehicles. | Dou Hu, Haibo Zhou, Ting Ma, Kai Yu, Nan Cheng |
| 2020 | SEKE | SLK-NER: Exploiting Second-order Lexicon Knowledge for Chinese NER. | Dou Hu, Lingwei Wei |