| 2025 | COLING | Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning. | Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He |
| 2025 | ICASSP | UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition. | Li Fu, Shanyong Yu, Siqi Li, Fan Lu, Youzheng Wu, Xiaodong He |
| 2023 | ACL | AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets. | Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui, Xiaodong He |
| 2023 | ACL | Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog. | Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He |
| 2023 | ACL | MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. | Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He |
| 2023 | ICML | SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation. | Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li |
| 2023 | Interspeech | OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition. | Li Fu, Siqi Li, Qingtao Li, Fangzhu Li, Liping Deng, Fan Lu, Meng Chen, Youzheng Wu, Xiaodong He |
| 2023 | Interspeech | Leveraging Label Information for Multimodal Emotion Recognition. | Peiying Wang, Sunlu Zeng, Junqing Chen, Fan Lu, Meng Chen, Youzheng Wu, Xiaodong He |
| 2023 | Interspeech | MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy. | Ya-Jie Zhang, Wei Song, Yanghao Yue, Zhengchen Zhang, Youzheng Wu, Xiaodong He |
| 2022 | AAAI | A Multi-Factor Classification Framework for Completing Users' Fuzzy Queries (Student Abstract). | Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu, Shuangyong Song, Youzheng Wu, Xiaodong He |
| 2022 | ACL | Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. | Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He |
| 2022 | CIKM | AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL. | Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He |
| 2022 | EMNLP | P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training. | Junwei Bao, Yifan Wang, Ying Jiangyong, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He |
| 2022 | EMNLP | PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training. | Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He |
| 2022 | EMNLP | MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering. | Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao |
| 2022 | EMNLP | JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization. | Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He |
| 2022 | EMNLP | UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. | Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao |
| 2022 | Interspeech | SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition. | Li Fu, Xiaoxiao Li, Runyu Wang, Fan Lu, Zhengchen Zhang, Meng Chen, Youzheng Wu, Xiaodong He |
| 2022 | NAACL | BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. | Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He |
| 2022 | NAACL | LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. | Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He |
| 2022 | NAACL | OPERA: Operation-Pivoted Discrete Reasoning over Text. | Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao |
| 2021 | ACL | RevCore: Review-Augmented Conversational Recommendation. | Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He |
| 2021 | ASRU | Incremental Learning for End-to-End Automatic Speech Recognition. | Li Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2021 | EMNLP | Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization. | Haoran Li, Song Xu, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2021 | EMNLP | K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. | Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou |
| 2021 | EMNLP | RoR: Read-over-Read for Long Document Machine Reading Comprehension. | Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2021 | ICASSP | Conversational Query Rewriting with Self-Supervised Learning. | Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2021 | ICASSP | Dian: Duration Informed Auto-Regressive Network for Voice Cloning. | Wei Song, Xin Yuan, Zhengchen Zhang, Chao Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2021 | NAACL | SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. | Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | AAAI | Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products. | Haoran Li, Peng Yuan, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | ACL | Self-Attention Guided Copy Mechanism for Abstractive Summarization. | Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | COLING | Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. | Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao |
| 2020 | COLING | On the Faithfulness for E-commerce Product Summarization. | Peng Yuan, Haoran Li, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | ECAI | Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule Network. | Yuquan Le, Congqing He, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | EMNLP | Enhancing Automated Essay Scoring Performance via Cohesion Measurement and Combination of Regression and Ranking. | Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Youzheng Wu, Xiaodong He |
| 2020 | EMNLP | Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. | Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2020 | LREC | The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. | Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou |
| 2019 | IJCAI | Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination. | Ruixue Liu, Baoyang Chen, Meng Chen, Youzheng Wu, Zhijie Qiu, Xiaodong He |
| 2016 | Interspeech | Attention-Based Convolutional Neural Networks for Sentence Classification. | Zhiwei Zhao, Youzheng Wu |
| 2014 | COLING | Recurrent Neural Network-based Tuple Sequence Model for Machine Translation. | Youzheng Wu, Taro Watanabe, Chiori Hori |
| 2014 | ICASSP | Translating TED speeches by recurrent neural network based translation model. | Youzheng Wu, Xinhui Hu, Chiori Hori |
| 2013 | Interspeech | A lecture transcription system combining neural network acoustic and language models. | Peter Bell, Hitoshi Yamamoto, Pawel Swietojanski, Youzheng Wu, Fergus McInnes, Chiori Hori, Steve Renals |
| 2012 | COLING | Factored Language Model based on Recurrent Neural Network. | Youzheng Wu, Xugang Lu, Hitoshi Yamamoto, Shigeki Matsuda, Chiori Hori, Hideki Kashioka |
| 2012 | Interspeech | Leveraging Social Annotation for Topic Language Model Adaptation. | Youzheng Wu, Kazuhiko Abe, Paul R. Dixon, Chiori Hori, Hideki Kashioka |
| 2011 | IJCNLP | Improving Related Entity Finding via Incorporating Homepages and Recognizing Fine-grained Entities. | Youzheng Wu, Chiori Hori, Hisashi Kawai, Hideki Kashioka |
| 2011 | IJCNLP | Answering Complex Questions via Exploiting Social Q&A Collection. | Youzheng Wu, Chiori Hori, Hisashi Kawai, Hideki Kashioka |
| 2008 | COLING | Learning Reliable Information for Dependency Parsing Adaptation. | Wenliang Chen, Youzheng Wu, Hitoshi Isahara |
| 2007 | CICLING | Using Clustering Approaches to Open-Domain Question Answering. | Youzheng Wu, Hideki Kashioka, Jun Zhao |
| 2007 | CIKM | Mining redundancy in candidate-bearing snippets to improve web question answering. | Youzheng Wu, Xinhui Hu, Hideki Kashioka |
| 2007 | EMNLP | Learning Unsupervised SVM Classifier for Answer Selection in Web Question Answering. | Youzheng Wu, Ruiqiang Zhang, Xinhui Hu, Hideki Kashioka |
| 2005 | NAACL | Chinese Named Entity Recognition with Multiple Features. | Youzheng Wu, Jun Zhao, Bo Xu, Hao Yu |
| 2003 | ACL | Chinese Named Entity Recognition Combining Statistical Model wih Human Knowledge. | Youzheng Wu, Jun Zhao, Bo Xu |