| 2026 | AAAI | Efficient and Adaptive Simultaneous Speech Translation with Fully Unidirectional Architecture. | Biao Fu, Donglei Yu, Minpeng Liao, Chengxi Li, Xinjie Chen, Yidong Chen, Kai Fan, Xiaodong Shi |
| 2026 | ACL | DARL: Encouraging Diverse Answers for General Reasoning without Verifiers. | Chongxuan Huang, Lei Lin, Xiaodong Shi, Wenping Hu, Ruiming Tang |
| 2026 | ACL | Translation with Thought: Difficulty-Adaptive Reasoning via Reinforcement Learning for Multi-Domain Machine Translation. | Yongshi Ye, Biao Fu, Chongxuan Huang, Yidong Chen, Xiaodong Shi |
| 2025 | ACL | LLMs Can Achieve High-quality Simultaneous Machine Translation as Efficiently as Offline. | Biao Fu, Minpeng Liao, Kai Fan, Chengxi Li, Liang Zhang, Yidong Chen, Xiaodong Shi |
| 2025 | ACL | From Neurons to Semantics: Evaluating Cross-Linguistic Alignment Capabilities of Large Language Models via Neurons Alignment. | Chongxuan Huang, Yongshi Ye, Biao Fu, Qifeng Su, Xiaodong Shi |
| 2025 | ACL | LLMMapReduce: Simplified Long-Sequence Processing using Large Language Models. | Zihan Zhou, Chong Li, Xinyi Chen, Shuo Wang, Yu Chao, Zhili Li, Haoyu Wang, Qi Shi, Zhixing Tan, Xu Han, Xiaodong Shi, Zhiyuan Liu, Maosong Sun |
| 2025 | COLING | Representation Purification for End-to-End Speech Translation. | Chengwei Zhang, Yue Zhou, Rui Zhao, Yidong Chen, Xiaodong Shi |
| 2025 | ICASSP | Generating Gezi Opera Scores with a Large Language Model and a High-Quality Dataset. | Zhen Lei, Ke Gu, Peng Bai, Xiaodong Shi |
| 2024 | AAAI | FT-GAN: Fine-Grained Tune Modeling for Chinese Opera Synthesis. | Meizhen Zheng, Peng Bai, Xiaodong Shi, Xun Zhou, Yiting Yan |
| 2024 | AAAI | Layer-Wise Representation Fusion for Compositional Generalization. | Yafang Zheng, Lei Lin, Shuangtao Li, Yuxuan Yuan, Zhaohong Lai, Shan Liu, Biao Fu, Yidong Chen, Xiaodong Shi |
| 2024 | ACL | wav2vec-S: Adapting Pre-trained Speech Models for Streaming. | Biao Fu, Kai Fan, Minpeng Liao, Yidong Chen, Xiaodong Shi, Zhongqiang Huang |
| 2024 | ACL | MatPlotAgent: Method and Evaluation for LLM-Based Agentic Scientific Data Visualization. | Zhiyu Yang, Zihan Zhou, Shuo Wang, Xin Cong, Xu Han, Yukun Yan, Zhenghao Liu, Zhixing Tan, Pengyuan Liu, Dong Yu, Zhiyuan Liu, Xiaodong Shi, Maosong Sun |
| 2024 | COLING | Adaptive Simultaneous Sign Language Translation with Confident Translation Length Estimation. | Tong Sun, Biao Fu, Cong Hu, Liang Zhang, Ruiquan Zhang, Xiaodong Shi, Jinsong Su, Yidong Chen |
| 2024 | ICASSP | An Explicit Multi-Modal Fusion Method for Sign Language Translation. | Cong Hu, Biao Fu, Pei Yu, Liang Zhang, Xiaodong Shi, Yidong Chen |
| 2024 | ICASSP | Memory-Augmented speech-to-text Translation with Multi-Scale Context Translation Strategy. | Yuxuan Yuan, Yue Zhou, Xiaodong Shi |
| 2024 | NAACL | Signer Diversity-driven Data Augmentation for Signer-Independent Sign Language Translation. | Honghaofu Honghaofu, Liang Zhang, Biao Fu, Rui Zhao, Jinsong Su, Xiaodong Shi, Yidong Chen |
| 2023 | AAAI | Exploring Self-Distillation Based Relational Reasoning Training for Document-Level Relation Extraction. | Liang Zhang, Jinsong Su, Zijun Min, Zhongjian Miao, Qingguo Hu, Biao Fu, Xiaodong Shi, Yidong Chen |
| 2023 | ACL | Consistent Prototype Learning for Few-Shot Continual Relation Extraction. | Xiudi Chen, Hui Wu, Xiaodong Shi |
| 2023 | ADMA | A Compact Phoneme-To-Audio Aligner for Singing Voice. | Meizhen Zheng, Peng Bai, Xiaodong Shi |
| 2023 | EMNLP | Improving Chinese Pop Song and Hokkien Gezi Opera Singing Voice Synthesis by Enhancing Local Modeling. | Peng Bai, Yue Zhou, Meizhen Zheng, Wujin Sun, Xiaodong Shi |
| 2023 | EMNLP | Adapting Offline Speech Translation Models for Streaming with Future-Aware Distillation and Inference. | Biao Fu, Minpeng Liao, Kai Fan, Zhongqiang Huang, Boxing Chen, Yidong Chen, Xiaodong Shi |
| 2023 | EMNLP | Learning to Compose Representations of Different Encoder Layers towards Improving Compositional Generalization. | Lei Lin, Shuangtao Li, Yafang Zheng, Biao Fu, Shan Liu, Yidong Chen, Xiaodong Shi |
| 2023 | ICASSP | A Token-Level Contrastive Framework for Sign Language Translation. | Biao Fu, Peigen Ye, Liang Zhang, Pei Yu, Cong Hu, Xiaodong Shi, Yidong Chen |
| 2023 | ICASSP | LEAPT: Learning Adaptive Prefix-to-Prefix Translation For Simultaneous Machine Translation. | Lei Lin, Shuangtao Li, Xiaodong Shi |
| 2023 | ICONIP | Effective Guidance in Zero-Shot Multilingual Translation via Multiple Language Prototypes. | Yafang Zheng, Lei Lin, Yuxuan Yuan, Xiaodong Shi |
| 2022 | ACL | Adversarial Soft Prompt Tuning for Cross-Domain Sentiment Analysis. | Hui Wu, Xiaodong Shi |
| 2022 | EMNLP | Towards Better Document-level Relation Extraction via Iterative Inference. | Liang Zhang, Jinsong Su, Yidong Chen, Zhongjian Miao, Zijun Min, Qingguo Hu, Xiaodong Shi |
| 2022 | IJCNN | FCH-TTS: Fast, Controllable and High-quality Non-Autoregressive Text-to-Speech Synthesis. | Xun Zhou, Zhiyang Zhou, Xiaodong Shi |
| 2021 | ACL | A Multi-Task Approach for Improving Biomedical Named Entity Recognition by Incorporating Multi-Granularity information. | Yiqi Tong, Yidong Chen, Xiaodong Shi |
| 2021 | EMNLP | Synchronous Dual Network with Cross-Type Attention for Joint Entity and Relation Extraction. | Hui Wu, Xiaodong Shi |
| 2020 | COLING | A Document-Level Neural Machine Translation Model with Dynamic Caching Guided by Theme-Rheme Information. | Yiqi Tong, Jiangbin Zheng, Hongkang Zhu, Yidong Chen, Xiaodong Shi |
| 2020 | QRS | A Model-based RCM Analysis Method. | Zhibao Mian, Shuli Jia, Xiaodong Shi, Cairong Tang, Junjie Chen, Yaqing Gao |
| 2018 | AAAI | Deep Semantic Role Labeling With Self-Attention. | Zhixing Tan, Mingxuan Wang, Jun Xie, Yidong Chen, Xiaodong Shi |
| 2017 | AAAI | Lattice-Based Recurrent Neural Network Encoders for Neural Machine Translation. | Jinsong Su, Zhixing Tan, Deyi Xiong, Rongrong Ji, Xiaodong Shi, Yang Liu |
| 2017 | ACL | Improving Implicit Discourse Relation Recognition with Discourse-specific Word Embeddings. | Changxing Wu, Xiaodong Shi, Yidong Chen, Jinsong Su, Boli Wang |
| 2017 | IJCNLP | XMU Neural Machine Translation Online Service. | Boli Wang, Zhixing Tan, Jinming Hu, Yidong Chen, Xiaodong Shi |
| 2016 | EMNLP | Bilingually-constrained Synthetic Data for Implicit Discourse Relation Recognition. | Changxing Wu, Xiaodong Shi, Yidong Chen, Yanzhou Huang, Jinsong Su |
| 2015 | ICA3PP | Evaluation Model of the Cloud Systems Based on Queuing Petri Net. | Yangjie Cao, Huimin Lu, Xiaodong Shi, Pengsong Duan |
| 2012 | ACL | Translation Model Adaptation for Statistical Machine Translation with Monolingual Topic Information. | Jinsong Su, Hua Wu, Haifeng Wang, Yidong Chen, Xiaodong Shi, Huailin Dong, Qun Liu |
| 2008 | ISKE | Incorporating syntax-based language models in phrase-based SMT models. | Yidong Chen, Xiaodong Shi, Changle Zhou, Qingyang Hong |
| 2007 | CICLING | Dependency-Based Chinese-English Statistical Machine Translation. | Xiaodong Shi, Yidong Chen, Jianfeng Jia |
| 2007 | CSCWD | Translation Memory Sharing Models in XMCAT. | Yidong Chen, Xiaodong Shi, Changle Zhou, Tangqiu Li, Qingyang Hong |
| 2007 | CSCWD | A VoIP Client System Framework and its Implementation. | Fengmei Zou, Yuhui Chen, Jun Cai, Shaozi Li, Tangqiu Li, Xiaodong Shi |
| 2007 | SNPD | Automatic Keyphrase Extraction from Chinese Books. | Yijiang Chen, Xiaodong Shi, Changle Zhou, Chang Su |
| 2006 | ISI | Multi-document Summarization for Terrorism Information Extraction. | Fu Lee Wang, Christopher C. Yang, Xiaodong Shi |
| 2006 | ISI | Tracing the Event Evolution of Terror Attacks from On-Line News. | Christopher C. Yang, Xiaodong Shi, Chih-Ping Wei |
| 2006 | WWW | Mining related queries from search engine query logs. | Xiaodong Shi, Christopher C. Yang |
| 2006 | WWW | Discovering event evolution graphs from newswires. | Christopher C. Yang, Xiaodong Shi |