Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination. - Ruixue Liu; Baoyang Chen; Meng Chen 006; Youzheng Wu; Zhijie Qiu; Xiaodong He 001 (IJCAI, 2019)

From Knowledge Map to Mind Map: Artificial Imagination. - Ruixue Liu; Baoyang Chen; Xiaoyu Guo; Yan Dai 003; Meng Chen 006; Zhijie Qiu; Xiaodong He 001 (MIPR, 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)

A Sequence-to-Action Architecture for Character-Based Chinese Dependency Parsing with Status History. - Hang Liu 005; Yujie Zhang; Meng Chen 006; Jinan Xu; Yufeng Chen 005 (NLPCC (2), 2019)

Another AI? Artificial Imagination for Artistic Mind Map Generation. - Ruixue Liu; Baoyang Chen; Xiaoyu Guo; Meng Chen 006; Zhijie Qiu; Xiaodong He 001 (Int. J. Multim. Data Eng. Manag., 2019)

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)

Compose Like Humans: Jointly Improving the Coherence and Novelty for Modern Chinese Poetry Generation. - Lei Shen 001; Xiaoyu Guo; Meng Chen 006 (IJCNN, 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)

MaLiang: An Emotion-driven Chinese Calligraphy Artwork Composition System. - Ruixue Liu; Shaozu Yuan; Meng Chen 006; Baoyang Chen; Zhijie Qiu; Xiaodong He 001 (ACM Multimedia, 2020)

Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service. - Ruixue Liu; Meng Chen 006; Hang Liu 005; Lei Shen 001; Yang Song 008; Xiaodong He 001 (NLPCC (1), 2020)

DialogueBERT: A Self-Supervised Learning based Dialogue Pre-training Encoder. - Zhenyu Zhang; Tao Guo; Meng Chen 006 (CIKM, 2021)

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

SketchBird: Learning to Generate Bird Sketches from Text. - Shaozu Yuan; Aijun Dai; Zhiling Yan; Zehua Guo 006; Ruixue Liu; Meng Chen 006 (ICCVW, 2021)

ViDA-MAN: Visual Dialog with Digital Humans. - Tong Shen; Jiawei Zuo; Fan Shi; Jin Zhang; Liqin Jiang; Meng Chen 006; Zhengchen Zhang; Wei Zhang 031; Xiaodong He 001; Tao Mei 001 (ACM Multimedia, 2021)

Learning to Compose Stylistic Calligraphy Artwork with Emotions. - Shaozu Yuan; Ruixue Liu; Meng Chen 006; Baoyang Chen; Zhijie Qiu; Xiaodong He 001 (ACM Multimedia, 2021)

Legal Charge Prediction via Bilinear Attention Network. - Yuquan Le; Yuming Zhao; Meng Chen 006; Zhe Quan; Xiaodong He 001; Kenli Li 001 (CIKM, 2022)

Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline. - Ruixue Liu; Shaozu Yuan; Aijun Dai; Lei Shen 001; Tiangang Zhu; Meng Chen 006; Xiaodong He 001 (COLING, 2022)

Building Robust Spoken Language Understanding by Cross Attention Between Phoneme Sequence and ASR Hypothesis. - Zexun Wang; Yuquan Le; Yi Zhu; Yuming Zhao; Mingchao Feng; Meng Chen 006; Xiaodong He 001 (ICASSP, 2022)

Gated Multimodal Fusion with Contrastive Learning for Turn-Taking Prediction in Human-Robot Dialogue. - Jiudong Yang; Peiying Wang; Yi Zhu; Mingchao Feng; Meng Chen 006; Xiaodong He 001 (ICASSP, 2022)

SE-GAN: Skeleton Enhanced Gan-Based Model for Brush Handwriting Font Generation. - Shaozu Yuan; Ruixue Liu; Meng Chen 006; Baoyang Chen; Zhijie Qiu; Xiaodong He 001 (ICME, 2022)

Learning to Generate Poetic Chinese Landscape Painting with Calligraphy. - Shaozu Yuan; Aijun Dai; Zhiling Yan; Ruixue Liu; Meng Chen 006; Baoyang Chen; Zhijie Qiu; Xiaodong He 001 (IJCAI, 2022)

SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition. - Li Fu; Xiaoxiao Li; Runyu Wang; Fan Lu 003; Zhengchen Zhang; Meng Chen 006; Youzheng Wu; Xiaodong He 001 (INTERSPEECH, 2022)

Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding. - Yi Zhu; Zexun Wang; Hang Liu 005; Peiying Wang; Mingchao Feng; Meng Chen 006; Xiaodong He 001 (INTERSPEECH, 2022)

E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service. - Meihuizi Jia; Ruixue Liu; Peiying Wang; Yang Song 008; Zexi Xi; Haobin Li; Xin Shen; Meng Chen 006; Jinhui Pang; Xiaodong He 001 (LREC, 2022)

Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition. - Meihuizi Jia; Xin Shen; Lei Shen 001; Jinhui Pang; Lejian Liao; Yang Song 008; Meng Chen 006; Xiaodong He 001 (ACM Multimedia, 2022)

Label Anchored Contrastive Learning for Language Understanding. - Zhenyu Zhang; Yuming Zhao; Meng Chen 006; Xiaodong He 001 (NAACL-HLT, 2022)

MCIC: Multimodal Conversational Intent Classification for E-commerce Customer Service. - Shaozu Yuan; Xin Shen; Yuming Zhao; Hang Liu 005; Zhiling Yan; Ruixue Liu; Meng Chen 006 (NLPCC (1), 2022)

MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding. - Meihuizi Jia; Lei Shen 001; Xin Shen; Lejian Liao; Meng Chen 006; Xiaodong He 001; Zhendong Chen; Jiaqi Li (AAAI, 2023)

DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. - Guanqun Bi; Lei Shen 001; Yanan Cao 001; Meng Chen 006; Yuqiang Xie; Zheng Lin 001; Xiaodong He 001 (ACL (1), 2023)

Tackling Modality Heterogeneity with Multi-View Calibration Network for Multimodal Sentiment Detection. - Yiwei Wei; Shaozu Yuan; Ruosong Yang; Lei Shen 001; Zhangmeizhi Li; Longbiao Wang; Meng Chen 006 (ACL (1), 2023)

Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training. - Zhenyu Zhang; Lei Shen 001; Yuming Zhao; Meng Chen 006; Xiaodong He 001 (ACL (1), 2023)

POSPAN: Position-Constrained Span Masking for Language Model Pre-training. - Zhenyu Zhang; Lei Shen 001; Yuming Zhao; Meng Chen 006; Xiaodong He 001 (CIKM, 2023)

UFO2: A Unified Pre-Training Framework for Online and Offline Speech Recognition. - Li Fu; Siqi Li; Qingtao Li; Liping Deng; Fangzhu Li; Fan Lu 003; Meng Chen 006; Xiaodong He 001 (ICASSP, 2023)

Improving Disfluency Detection with Multi-Scale Self Attention and Contrastive Learning. - Peiying Wang; Chaoqun Duan; Meng Chen 006; Xiaodong He 001 (ICASSP, 2023)

Enhancing Multimodal Alignment with Momentum Augmentation for Dense Video Captioning. - Yiwei Wei; Shaozu Yuan; Meng Chen 006; Longbiao Wang (ICASSP, 2023)

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 003; Meng Chen 006; Youzheng Wu; Xiaodong He 001 (INTERSPEECH, 2023)

Leveraging Label Information for Multimodal Emotion Recognition. - Peiying Wang; Sunlu Zeng; Junqing Chen; Fan Lu 003; Meng Chen 006; Youzheng Wu; Xiaodong He 001 (INTERSPEECH, 2023)

Enhancing New Intent Discovery via Robust Neighbor-based Contrastive Learning. - Zhenhe Wu; Xiaoguang Yu; Meng Chen 006; Liangqing Wu; Jiahao Ji; Zhoujun Li (INTERSPEECH, 2023)

MPP-net: Multi-perspective perception network for dense video captioning. - Yiwei Wei; Shaozu Yuan; Meng Chen 006; Xin Shen; Longbiao Wang; Lei Shen 001; Zhiling Yan (Neurocomputing, 2023)

G^2SAM: Graph-Based Global Semantic Awareness Method for Multimodal Sarcasm Detection. - Yiwei Wei; Shaozu Yuan; Hengyang Zhou; Longbiao Wang; Zhiling Yan; Ruosong Yang; Meng Chen 006 (AAAI, 2024)

MuJo-SF: Multimodal Joint Slot Filling for Attribute Value Prediction of E-Commerce Commodities. - Meihuizi Jia; Lei Shen 001; Luu Anh Tuan; Meng Chen 006; Jing Xu; Lejian Liao; Shaozu Yuan; Xiaodong He 001 (IEEE Trans. Multim., 2024)

AutoMV: An Autonomous Agent Framework for Real Estate Marketing Video Generation. - Kuizong Wu; Shaozu Yuan; Chang Shen; Long Xu; Meng Chen 006 (AAAI, 2025)

Enhancing Semantic Awareness by Sentimental Constraint With Automatic Outlier Masking for Multimodal Sarcasm Detection. - Shaozu Yuan; Yiwei Wei; Hengyang Zhou; Qinfu Xu; Meng Chen 006; Xiaodong He 001 (IEEE Trans. Multim., 2025)

DeepMSD: Advancing Multimodal Sarcasm Detection Through Knowledge-Augmented Graph Reasoning. - Yiwei Wei; Hengyang Zhou; Shaozu Yuan; Meng Chen 006; Haitao Shi; Zhiyang Jia; Longbiao Wang; Xiaodong He 001 (IEEE Trans. Circuits Syst. Video Technol., 2025)