| 2026 | ACL | Compressing LLM Knowledge into Graph Representations for Text-attributed Graphs Learning. | Runhuai Chen, Dian Shen, Dandan Zhang, Kaihong Huang, Linghui Meng, Beilun Wang |
| 2026 | ACL | Rethinking Reasoning: A Survey on Reasoning-based Backdoors in LLMs. | Man Hu, Xinyi Wu, Zhufeng Suo, Jinbo Feng, Linghui Meng, Yanhao Jia, Anh Tuan Luu, Shuai Zhao |
| 2024 | CSCWD | Dual Contrastive Learning and Dual Bi-directional Transformer Encoders for Sequential Recommendations. | Li-e Wang, Hengtong Chang, Rongwen Wei, Xianxian Li, Zhigang Sun, Yongdong Li, Yi Wei, Linghui Meng |
| 2024 | ICASSP | A New Pre-Training Paradigm for Offline Multi-Agent Reinforcement Learning with Suboptimal Data. | Linghui Meng, Xi Zhang, Dengpeng Xing, Bo Xu |
| 2024 | ICASSP | ViLaS: Exploring the Effects of Vision and Language Context in Automatic Speech Recognition. | Ziyi Ni, Minglun Han, Feilong Chen, Linghui Meng, Jing Shi, Pin Lv, Bo Xu |
| 2024 | ICASSP | UNeC: Unsupervised Exploring In Controllable Space. | Xuantang Xiong, Linghui Meng, Jingqing Ruan, Shuang Xu, Bo Xu |
| 2024 | IJCNN | SA-MPF: A Status-Aware Mask Prediction Framework for Online Disease Diagnosis. | Zefa Hu, Linghui Meng, Yunlong Zhao, Yuanyuan Zhao, Shuang Xu, Bo Xu |
| 2024 | IJCNN | Long Short-Term Reasoning Network with Theory of Mind for Efficient Multi-Agent Cooperation. | Xiyun Li, Tielin Zhang, Chenghao Liu, Linghui Meng, Bo Xu |
| 2023 | ECAI | Task-Prompt Generalised World Model in Multi-Environment Offline Reinforcement Learning. | Xuantang Xiong, Linghui Meng, Jingqing Ruan, Qingyang Zhang, Guoqi Li, Dengpeng Xing, Bo Xu |
| 2022 | IJCNN | Learning in Bi-level Markov Games. | Linghui Meng, Jingqing Ruan, Dengpeng Xing, Bo Xu |
| 2022 | IJCNN | Joint Modeling of Document and Label with Clause Interaction Hypergraph for ICD Medical Code Assignment. | Haoran Wu, Linghui Meng, Shuang Xu, Bo Xu |
| 2021 | ICASSP | MixSpeech: Data Augmentation for Low-Resource Automatic Speech Recognition. | Linghui Meng, Jin Xu, Xu Tan, Jindong Wang, Tao Qin, Bo Xu |
| 2019 | GLOBECOM | Fastconv: Fast Learning Based Adaptive BitRate Algorithm for Video Streaming. | Linghui Meng, Fangyu Zhang, Lei Bo, Hancheng Lu, Jin Qin, Jiangping Han |