| 2026 | ACL | Gated Tree Cross-Attention for Checkpoint-Compatible Syntax Injection in Decoder-Only LLMs. | Xinyu Gao, Shaonan Wang, Nai Ding |
| 2026 | ACL | Decoding the Multimodal Mind: Generalizable Brain-to-Text Translation via Multimodal Alignment and Adaptive Routing. | Chunyu Ye, Yunhao Zhang, Jingyuan Sun, Chong Li, Yang Zhao, Shaonan Wang |
| 2025 | EMNLP | Discovering Semantic Subdimensions through Disentangled Conceptual Representations. | Yunhao Zhang, Shaonan Wang, Nan Lin, Xinyi Dong, Chong Li, Chengqing Zong |
| 2024 | ACL | X-Instruction: Aligning Language Model in Low-resource Languages with Self-curated Cross-lingual Instructions. | Chong Li, Wen Yang, Jiajun Zhang, Jinliang Lu, Shaonan Wang, Chengqing Zong |
| 2024 | ACL | Computational Linguistics for Brain Encoding and Decoding: Principles, Practices and Beyond. | Jingyuan Sun, Shaonan Wang, Zijiao Chen, Jixing Li, Marie-Francine Moens |
| 2024 | CogSci | Navigating Brain Language Representations: A Comparative Analysis of Neural Language Models and Psychologically Plausible Models. | Yunhao Zhang, Shaonan Wang, Xinyi Dong, Jiajun Yu, Chengqing Zong |
| 2024 | COLING | Do Neural Language Models Inferentially Compose Concepts the Way Humans Can? | Amilleah Rodriguez, Shaonan Wang, Liina Pylkknen |
| 2024 | ICASSP | A Self-Supervised Pressure Map Human Keypoint Detection Approch: Optimizing Generalization and Computational Efficiency Across Datasets. | Chengzhang Yu, Xianjun Yang, Wenxia Bao, Shaonan Wang, Zhiming Yao |
| 2024 | NAACL | Improving In-context Learning of Multilingual Generative Language Models with Cross-lingual Alignment. | Chong Li, Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2024 | NAACL | MapGuide: A Simple yet Effective Method to Reconstruct Continuous Language from Brain Activities. | Xinpei Zhao, Jingyuan Sun, Shaonan Wang, Jing Ye, Xiaohan Zhang, Chengqing Zong |
| 2023 | EMNLP | Interpreting and Exploiting Functional Specialization in Multi-Head Attention under Multi-task Learning. | Chong Li, Shaonan Wang, Yunhao Zhang, Jiajun Zhang, Chengqing Zong |
| 2023 | IJCNLP | A Comprehensive Neural and Behavioral Task Taxonomy Method for Transfer Learning in NLP. | Yunhao Zhang, Chong Li, Xiaohan Zhang, Xinyi Dong, Shaonan Wang |
| 2022 | AAAI | Probing Word Syntactic Representations in the Brain by a Feature Elimination Method. | Xiaohan Zhang, Shaonan Wang, Nan Lin, Jiajun Zhang, Chengqing Zong |
| 2022 | ACL | Cross-Modal Cloze Task: A New Task to Brain-to-Word Decoding. | Shuxian Zou, Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2022 | EMNLP | Is the Brain Mechanism for Hierarchical Structure Building Universal Across Languages? An fMRI Study of Chinese and English. | Xiaohan Zhang, Shaonan Wang, Nan Lin, Chengqing Zong |
| 2022 | LREC | How Does the Experimental Setting Affect the Conclusions of Neural Encoding Models? | Xiaohan Zhang, Shaonan Wang, Chengqing Zong |
| 2020 | AAAI | Probing Brain Activation Patterns by Dissociating Semantics and Syntax in Sentences. | Shaonan Wang, Jiajun Zhang, Nan Lin, Chengqing Zong |
| 2020 | COLING | Distill and Replay for Continual Language Learning. | Jingyuan Sun, Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2019 | AAAI | Towards Sentence-Level Brain Decoding with Distributed Representations. | Jingyuan Sun, Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2019 | EMNLP | NCLS: Neural Cross-Lingual Summarization. | Junnan Zhu, Qian Wang, Yining Wang, Yu Zhou, Jiajun Zhang, Shaonan Wang, Chengqing Zong |
| 2018 | AAAI | Investigating Inner Properties of Multimodal Representation and Semantic Compositionality With Brain-Based Componential Semantics. | Shaonan Wang, Jiajun Zhang, Nan Lin, Chengqing Zong |
| 2018 | AAAI | Learning Multimodal Word Representation via Dynamic Fusion Methods. | Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2018 | EMNLP | Memory, Show the Way: Memory Based Few Shot Word Representation Learning. | Jingyuan Sun, Shaonan Wang, Chengqing Zong |
| 2018 | EMNLP | Associative Multichannel Autoencoder for Multimodal Word Representation. | Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2017 | EMNLP | Exploiting Word Internal Structures for Generic Chinese Sentence Representation. | Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2017 | IJCAI | Learning Sentence Representation with Guidance of Human Attention. | Shaonan Wang, Jiajun Zhang, Chengqing Zong |
| 2014 | ICRA | Design of driving fatigue detection system based on hybrid measures using wavelet-packets transform. | Fei Wang, Shaonan Wang, Xihui Wang, Ying Peng, Yiding Yang |
| 2011 | Networking | BotTrack: Tracking Botnets Using NetFlow and PageRank. | Jrme Franois, Shaonan Wang, Radu State, Thomas Engel |
| 2010 | CNSM | RiskRank: Security risk ranking for IP flow records. | Shaonan Wang, Radu State, Mohamed Ourdane, Thomas Engel |
| 2010 | IWCMC | FlowRank: ranking NetFlow records. | Shaonan Wang, Radu State, Mohamed Ourdane, Thomas Engel |