End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion. - Chao Shang; Yun Tang 002; Jing Huang 019; Jinbo Bi; Xiaodong He 001; Bowen Zhou 001 (AAAI, 2019)

Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs. - Ming Tu; Guangtao Wang; Jing Huang 019; Yun Tang 002; Xiaodong He 001; Bowen Zhou 001 (ACL (1), 2019)

Relation Module for Non-Answerable Predictions on Reading Comprehension. - Kevin Huang 002; Yun Tang 002; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (CoNLL, 2019)

Deep Speaker Embedding Learning with Multi-level Pooling for Text-independent Speaker Verification. - Yun Tang 002; Guohong Ding; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (ICASSP, 2019)

Universal Stagewise Learning for Non-Convex Problems with Convergence on Averaged Solutions. - Zaiyi Chen; Zhuoning Yuan; Jinfeng Yi; Bowen Zhou 001; Enhong Chen; Tianbao Yang (ICLR (Poster), 2019)

On the Convergence and Robustness of Adversarial Training. - Yisen Wang 001; Xingjun Ma; James Bailey 001; Jinfeng Yi; Bowen Zhou 001; Quanquan Gu (ICML, 2019)

Improving the Robustness of Deep Neural Networks via Adversarial Training with Triplet Loss. - Pengcheng Li; Jinfeng Yi; Bowen Zhou 001; Lijun Zhang 005 (IJCAI, 2019)

Multi-Stride Self-Attention for Speech Recognition. - Kyu Jeong Han; Jing Huang 019; Yun Tang 002; Xiaodong He 001; Bowen Zhou 001 (INTERSPEECH, 2019)

Speaker Diarization with Lexical Information. - Tae Jin Park; Kyu Jeong Han; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001; Panayiotis G. Georgiou; Shrikanth Narayanan (INTERSPEECH, 2019)

Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation. - Wei Xue 002; Ying Tong; Guohong Ding; Chao Zhang 031; Tao Ma; Xiaodong He 001; Bowen Zhou 001 (INTERSPEECH, 2019)

Automated Thematic and Emotional Modern Chinese Poetry Composition. - Xiaoyu Guo; Meng Chen 006; Yang Song 008; Xiaodong He 001; Bowen Zhou 001 (NLPCC (1), 2019)

Fast Unsupervised Location Category Inference from Highly Inaccurate Mobility Data. - Jinfeng Yi; Qi Lei; Wesley M. Gifford; Ji Liu; Junchi Yan; Bowen Zhou 001 (SDM, 2019)

Towards adversarial learning of speaker-invariant representation for speech emotion recognition. - Ming Tu; Yun Tang 002; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2019)

Reliable Weakly Supervised Learning: Maximize Gain and Maintain Safeness. - Lan-Zhe Guo; Yufeng Li 008; Ming Li 005; Jinfeng Yi; Bowen Zhou 001; Zhi-Hua Zhou (CoRR, 2019)

Multiple instance learning with graph neural networks. - Ming Tu; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2019)

Relation Module for Non-answerable Prediction on Question Answering. - Kevin Huang 002; Yun Tang 002; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2019)

Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification. - Xiaochen Hou; Jing Huang 019; Guangtao Wang; Kevin Huang 002; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2019)

Zero-Shot Text-to-SQL Learning with Auxiliary Task. - Shuaichen Chang; Pengfei Liu; Yun Tang 002; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (AAAI, 2020)

Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products. - Haoran Li 001; Peng Yuan 002; Song Xu 002; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (AAAI, 2020)

Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents. - Ming Tu; Kevin Huang 002; Guangtao Wang; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (AAAI, 2020)

Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. - Yun Tang 002; Jing Huang 019; Guangtao Wang; Xiaodong He 001; Bowen Zhou 001 (ACL, 2020)

Self-Attention Guided Copy Mechanism for Abstractive Summarization. - Song Xu 002; Haoran Li 001; Peng Yuan 002; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (ACL, 2020)

Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. - Yingyao Wang; Junwei Bao 001; Guangyi Liu 005; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001; Tiejun Zhao (COLING, 2020)

On the Faithfulness for E-commerce Product Summarization. - Peng Yuan 002; Haoran Li 001; Song Xu 002; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (COLING, 2020)

Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule Network. - Yuquan Le; Congqing He; Meng Chen 006; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (ECAI, 2020)

Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. - Tiangang Zhu; Yue Wang; Haoran Li 001; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (EMNLP (1), 2020)

Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed. - Wei Song; Guanghui Xu; Zhengchen Zhang; Chao Zhang 031; Xiaodong He 001; Bowen Zhou 001 (INTERSPEECH, 2020)

Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning. - Wei Xue 002; Ying Tong; Chao Zhang 031; Guohong Ding; Xiaodong He 001; Bowen Zhou 001 (INTERSPEECH, 2020)

The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. - Meng Chen 006; Ruixue Liu; Lei Shen 001; Shaozu Yuan; Jingyan Zhou; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (LREC, 2020)

Graph Sequential Network for Reasoning over Sequences. - Ming Tu; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2020)

Open Temporal Relation Extraction for Question Answering. - Chao Shang; Peng Qi 003; Guangtao Wang; Jing Huang 019; Youzheng Wu; Bowen Zhou 001 (AKBC, 2021)

Incremental Learning for End-to-End Automatic Speech Recognition. - Li Fu; Xiaoxiao Li; Libo Zi; Zhengchen Zhang; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (ASRU, 2021)

Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization. - Haoran Li 001; Song Xu 002; Peng Yuan 002; Yujia Wang; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (EMNLP (1), 2021)

K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. - Song Xu 002; Haoran Li 001; Peng Yuan 002; Yujia Wang; Youzheng Wu; Xiaodong He 001; Ying Liu; Bowen Zhou 001 (EMNLP (Findings), 2021)

RoR: Read-over-Read for Long Document Machine Reading Comprehension. - Jing Zhao; Junwei Bao 001; Yifan Wang 016; Yongwei Zhou; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (EMNLP (Findings), 2021)

Conversational Query Rewriting with Self-Supervised Learning. - Hang Liu 005; Meng Chen 006; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (ICASSP, 2021)

Dian: Duration Informed Auto-Regressive Network for Voice Cloning. - Wei Song; Xin Yuan; Zhengchen Zhang; Chao Zhang 031; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (ICASSP, 2021)

Improving Prosody Modelling with Cross-Utterance Bert Embeddings for End-to-End Speech Synthesis. - Guanghui Xu; Wei Song; Zhengchen Zhang; Chao Zhang 031; Xiaodong He 001; Bowen Zhou 001 (ICASSP, 2021)

Neural Kalman Filtering for Speech Enhancement. - Wei Xue 002; Gang Quan; Chao Zhang 031; Guohong Ding; Xiaodong He 001; Bowen Zhou 001 (ICASSP, 2021)

Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. - Xiaochen Hou; Peng Qi 003; Guangtao Wang; Rex Ying; Jing Huang 019; Xiaodong He 001; Bowen Zhou 001 (NAACL-HLT, 2021)

SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. - Jing Zhao; Junwei Bao 001; Yifan Wang 016; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (NAACL-HLT, 2021)

CUSTOM: Aspect-Oriented Product Summarization for E-Commerce. - Jiahui Liang; Junwei Bao 001; Yifan Wang 016; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (NLPCC (2), 2021)

EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. - Yongwei Zhou; Junwei Bao 001; Haipeng Sun; Jiahui Liang; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001; Tiejun Zhao (NLPCC (1), 2021)

Hierarchical Personalized Federated Learning for User Modeling. - Jinze Wu; Qi Liu 003; Zhenya Huang; Yuting Ning; Hao Wang 076; Enhong Chen; Jinfeng Yi; Bowen Zhou 001 (WWW, 2021)

Conversational AI Systems for Social Good: Opportunities and Challenges. - Peng Qi 003; Jing Huang 019; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2021)

Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System. - Zichuan Lin; Jing Huang 019; Bowen Zhou 001; Xiaodong He 001; Tengyu Ma 001 (CoRR, 2021)

Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. - Guangyi Liu 005; Zichao Yang; Tianhua Tao; Xiaodan Liang; Zhen Li 026; Bowen Zhou 001; Shuguang Cui; Zhiting Hu (CoRR, 2021)

The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. - Nan Zhao; Haoran Li 001; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2021)

SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition. - Li Fu; Xiaoxiao Li; Runyu Wang; Zhengchen Zhang; Youzheng Wu; Xiaodong He 001; Bowen Zhou 001 (CoRR, 2021)

Trustworthy AI: From Principles to Practices. - Bo Li 026; Peng Qi 003; Bo Liu; Shuai Di; Jingen Liu; Jiquan Pei; Jinfeng Yi; Bowen Zhou 001 (ACM Comput. Surv., 2023)

Federated User Modeling from Hierarchical Information. - Qi Liu 003; Jinze Wu; Zhenya Huang; Hao Wang 076; Yuting Ning; Ming Chen; Enhong Chen; Jinfeng Yi; Bowen Zhou 001 (ACM Trans. Inf. Syst., 2023)

The 1st SpeechWellness Challenge: Detecting Suicidal Risk Among Adolescents. - Wen Wu 007; Ziyun Cui; Chang Lei; Yinan Duan; Diyang Qu; Ji Wu; Bowen Zhou 001; Runsen Chen; Chao Zhang 031 (CoRR, 2025)

BrainOmni: A Brain Foundation Model for Unified EEG and MEG Signals. - Qinfan Xiao; Ziyun Cui; Chi Zhang; Siqi Chen; Wen Wu 007; Andrew Thwaites; Alexandra Woolgar; Bowen Zhou 001; Chao Zhang 031 (CoRR, 2025)