| 2026 | AAAI | Consensus-Aligned Neuron Efficient Fine-Tuning Large Language Models for Multi-Domain Machine Translation. | Shuting Jiang, Ran Song, Yuxin Huang, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2026 | ACL | Breaking Consensus Bias: Unsupervised Reinforcement Learning for Machine Translation. | Shuting Jiang, Ran Song, Siqi Zhang, Yuxin Huang, Shengxiang Gao, Zhengtao Yu |
| 2025 | AAAI | Dynamic Syntactic Feature Filtering and Injecting Networks for Cross-lingual Dependency Parsing. | Jianjian Liu, Zhengtao Yu, Ying Li, Yuxin Huang, Shengxiang Gao |
| 2025 | AAAI | SECodec: Structural Entropy-based Compressive Speech Representation Codec for Speech Language Models. | Linqin Wang, Yaping Liu, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang, Wenjun Wang, Ling Dong |
| 2025 | EMNLP | Beyond Seen Data: Improving KBQA Generalization Through Schema-Guided Logical Form Generation. | Shengxiang Gao, Jey Han Lau, Jianzhong Qi |
| 2025 | EMNLP | Multilingual Generative Retrieval via Cross-lingual Semantic Compression. | Yuxin Huang, Simeng Wu, Ran Song, Yan Xiang, Yantuan Xian, Shengxiang Gao, Zhengtao Yu |
| 2025 | EMNLP | Memory-enhanced Large Language Model for Cross-lingual Dependency Parsing via Deep Hierarchical Syntax Understanding. | Jianjian Liu, Ying Li, Zhengtao Yu, Shun Su, Shengxiang Gao, Yuxin Huang |
| 2025 | EMNLP | Multilingual Knowledge Graph Completion via Efficient Multilingual Knowledge Sharing. | Cunli Mao, Xiaofei Gao, Ran Song, Shizhu He, Shengxiang Gao, Kang Liu, Zhengtao Yu |
| 2025 | EMNLP | 3R: Enhancing Sentence Representation Learning via Redundant Representation Reduction. | Longxuan Ma, Xiao Wu, Yuxin Huang, Shengxiang Gao, Zhengtao Yu |
| 2025 | ICASSP | Universal Low-Resource Speech Synthesis Via Phoneme Fusion Coordinating Low-Rank Decomposition. | Yanliang Li, Zhengtao Yu, Linqin Wang, Shengxiang Gao, Ling Dong, Wenjun Wang |
| 2025 | ICASSP | Voice Conversion via Structural Entropy. | Linqin Wang, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Ling Dong, Yuxin Huang |
| 2025 | IJCNN | Unsupervised Speech Unit Boundary Detection Guided by Linguistic Rule Knowledge. | Sanlong Jiang, Ling Dong, Wenjun Wang, Zhengtao Yu, Shengxiang Gao |
| 2025 | NAACL | A Mixed-Language Multi-Document News Summarization Dataset and a Graphs-Based Extract-Generate Model. | Shengxiang Gao, Fang Nan, Yongbing Zhang, Yuxin Huang, Kaiwen Tan, Zhengtao Yu |
| 2024 | EMNLP | Representation Alignment and Adversarial Networks for Cross-lingual Dependency Parsing. | Ying Li, Jianjian Liu, Zhengtao Yu, Shengxiang Gao, Yuxin Huang, Cunli Mao |
| 2024 | EMNLP | Does Large Language Model Contain Task-Specific Neurons? | Ran Song, Shizhu He, Shuting Jiang, Yantuan Xian, Shengxiang Gao, Kang Liu, Zhengtao Yu |
| 2024 | ICASSP | DETS: End-to-End Single-Stage Text-to-Speech Via Hierarchical Diffusion Gan Models. | Linqin Wang, Zhengtao Yu, Shengxiang Gao, Cunli Mao, Yuxin Huang |
| 2024 | IJCNN | Decoupling-Enhanced Vietnamese Speech Recognition Accent Adaptation Supervised by Prosodic Domain Information. | Yanwen Fang, Wenjun Wang, Ling Dong, Shengxiang Gao, Hua Lai, Zhengtao Yu |
| 2024 | IJCNN | Knowledge-Guided Reinforcement Learning for Low-Resource Unsupervised Syllabification. | Wenjun Wang, Ling Dong, Zhengtao Yu, Yuxin Huang, Junjun Guo, Shengxiang Gao |
| 2024 | Interspeech | Integrating Speech Self-Supervised Learning Models and Large Language Models for ASR. | Ling Dong, Zhengtao Yu, Wenjun Wang, Yuxin Huang, Shengxiang Gao, Guojiang Zhou |
| 2023 | ACL | Multilingual Knowledge Graph Completion from Pretrained Language Models with Knowledge Constraints. | Ran Song, Shizhu He, Shengxiang Gao, Li Cai, Kang Liu, Zhengtao Yu, Jun Zhao |
| 2023 | EMNLP | Non-parallel Accent Transfer based on Fine-grained Controllable Accent Modelling. | Linqin Wang, Zhengtao Yu, Yuanzhang Yang, Shengxiang Gao, Cunli Mao, Yuxin Huang |
| 2022 | COLING | Decoupling Mixture-of-Graphs: Unseen Relational Learning for Knowledge Graph Completion by Fusing Ontology and Textual Experts. | Ran Song, Shizhu He, Suncong Zheng, Shengxiang Gao, Kang Liu, Zhengtao Yu, Jun Zhao |
| 2021 | ACL | Semantic Relation-aware Difference Representation Learning for Change Captioning. | Yunbin Tu, Tingting Yao, Liang Li, Jiedong Lou, Shengxiang Gao, Zhengtao Yu, Chenggang Yan |
| 2021 | EMNLP | R\^3Net: Relation-embedded Representation Reconstruction Network for Change Captioning. | Yunbin Tu, Liang Li, Chenggang Yan, Shengxiang Gao, Zhengtao Yu |
| 2017 | Interspeech | Ensemble Learning for Countermeasure of Audio Replay Spoofing Attack in ASVspoof2017. | Zhe Ji, Zhi-Yi Li, Peng Li, MaoBo An, Shengxiang Gao, Dan Wu, Faru Zhao |
| 2016 | IJCNN | An expert disambiguation method based on attributed graph clustering. | Shengxiang Gao, Zhuo Wang, Zhengtao Yu, Jin Jiang, Lin Wu |