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ORCIDXiaodong He 0001
Person information
- affiliation: JD AI Research, Beijing, China
- affiliation (2003 - 2018): Microsoft Corporation, Redmond, WA, USA
- affiliation (PhD 2003): University of Missouri-Columbia, MO, USA
- affiliation (1996 - 1999): Chinese Academy of Sciences, Beijing, China
- affiliation (former): Tsinghua University, Beijing, China
Other persons with the same name
- Xiaodong He — disambiguation page
- Xiaodong He 0003
![[0000-0003-0457-5664]](https://dblp.org/img/orcid-mark.12x12.png "0000-0003-0457-5664")
— Peking University, Department of Mechanics and Engineering Science, State Key Laboratory for Turbulence and Complex Systems, Beijing, China - Xiaodong He 0004 — Beijing BeYes Technology Co. Ltd., Bodhi Laboratory, Beijing, China (and 1 more)
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2020 – today
- 2022
[b2]Qi Wu, Peng Wang, Xin Wang, Xiaodong He, Wenwu Zhu:
Visual Question Answering - From Theory to Application. Advances in Computer Vision and Pattern Recognition, Springer 2022, ISBN 978-981-19-0963-4, pp. 1-236- [c189]Chen Li, Xiaoguang Yu, Shuangyong Song, Jia Wang, Bo Zou, Xiaodong He:
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract). AAAI 2022: 12997-12998 - [c188]Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu, Shuangyong Song, Youzheng Wu, Xiaodong He:
A Multi-Factor Classification Framework for Completing Users' Fuzzy Queries (Student Abstract). AAAI 2022: 13113-13114 - [c187]Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He:
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. ACL (1) 2022: 4811-4820 - [c186]Yuquan Le, Yuming Zhao, Meng Chen, Zhe Quan, Xiaodong He, Kenli Li:
Legal Charge Prediction via Bilinear Attention Network. CIKM 2022: 1024-1033 - [c185]Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He:
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL. CIKM 2022: 2250-2259 - [c184]Yang Sun, Liangqing Wu, Shuangyong Song, Xiaoguang Yu, Xiaodong He, Guohong Fu:
Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots. COLING 2022: 616-625 - [c183]Ruixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu, Meng Chen, Xiaodong He:
Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline. COLING 2022: 3741-3752 - [c182]Shuangyong Song, Bo Zou, Jianghua Lin, Xiaoguang Yu, Xiaodong He:
Beyond QA: 'Heuristic QA' Strategies in JIMI. DASFAA (3) 2022: 425-429 - [c181]Hongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He:
Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. EMNLP 2022: 876-889 - [c180]Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He:
PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training. EMNLP 2022: 2675-2681 - [c179]Junwei Bao, Yifan Wang, Ying Jiangyong, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He:
P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training. EMNLP (Findings) 2022: 6663-6675 - [c178]Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao:
MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering. EMNLP (Findings) 2022: 6687-6697 - [c177]Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao:
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. EMNLP 2022: 7494-7507 - [c176]Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He:
JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization. EMNLP 2022: 12037-12051 - [c175]Zexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen, Xiaodong He:
Building Robust Spoken Language Understanding by Cross Attention Between Phoneme Sequence and ASR Hypothesis. ICASSP 2022: 7147-7151 - [c174]Jiudong Yang, Peiying Wang, Yi Zhu, Mingchao Feng, Meng Chen, Xiaodong He:
Gated Multimodal Fusion with Contrastive Learning for Turn-Taking Prediction in Human-Robot Dialogue. ICASSP 2022: 7747-7751 - [c173]Shaozu Yuan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He:
SE-GAN: Skeleton Enhanced Gan-Based Model for Brush Handwriting Font Generation. ICME 2022: 1-6 - [c172]Zhengyuan Yang, Jingen Liu, Jing Huang, Xiaodong He, Tao Mei, Chenliang Xu, Jiebo Luo:
Cross-modal Contrastive Distillation for Instructional Activity Anticipation. ICPR 2022: 5002-5009 - [c171]Shaozu Yuan, Aijun Dai, Zhiling Yan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He:
Learning to Generate Poetic Chinese Landscape Painting with Calligraphy. IJCAI 2022: 5019-5022 - [c170]Li Fu, Xiaoxiao Li, Runyu Wang, Lu Fan, Zhengchen Zhang, Meng Chen, Youzheng Wu, Xiaodong He:
SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition. INTERSPEECH 2022: 1006-1010 - [c169]Yi Zhu, Zexun Wang, Hang Liu, Peiying Wang, Mingchao Feng, Meng Chen, Xiaodong He:
Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding. INTERSPEECH 2022: 1131-1135 - [c168]Meihuizi Jia, Ruixue Liu, Peiying Wang, Yang Song, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He:
E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service. LREC 2022: 5787-5796 - [c167]Meihuizi Jia, Xin Shen, Lei Shen, Jinhui Pang, Lejian Liao, Yang Song, Meng Chen, Xiaodong He:
Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition. ACM Multimedia 2022: 3549-3558 - [c166]Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He:
Label Anchored Contrastive Learning for Language Understanding. NAACL-HLT 2022: 1437-1449 - [c165]Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao:
OPERA: Operation-Pivoted Discrete Reasoning over Text. NAACL-HLT 2022: 1655-1666 - [c164]Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Junwei Bao, Zhen Li, Xiaodong He, Shuguang Cui, Zhiting Hu:
Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. NAACL-HLT 2022: 2055-2078 - [c163]Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He:
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. NAACL-HLT (Findings) 2022: 2156-2170 - [c162]Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He:
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. NAACL-HLT 2022: 3319-3328 - [c161]Haoran Li, Peng Yuan, Haoning Zhang, Weikang Li, Song Xu, Youzheng Wu, Xiaodong He:
Overview of the NLPCC 2022 Shared Task on Multimodal Product Summarization. NLPCC (2) 2022: 300-307 - [c160]Zhenhe Wu, Liangqing Wu, Shuangyong Song, Jiahao Ji, Bo Zou, Zhoujun Li, Xiaodong He:
DialCSP: A Two-Stage Attention-Based Model for Customer Satisfaction Prediction in E-commerce Customer Service. ECML/PKDD (3) 2022: 3-18 - [c159]Jinhui Pang, Huinan Xu, Shuangyong Song, Bo Zou, Xiaodong He:
MFDG: A Multi-Factor Dialogue Graph Model for Dialogue Intent Classification. ECML/PKDD (2) 2022: 691-706 - [c158]Shuangyong Song, Xiangyan Chen, Chao Wang, Xiaoguang Yu, Jia Wang, Xiaodong He:
A Two-stage User Intent Detection Model on Complicated Utterances with Multi-task Learning. WWW (Companion Volume) 2022: 197-200 - [i105]Zhengyuan Yang, Jingen Liu, Jing Huang, Xiaodong He, Tao Mei, Chenliang Xu, Jiebo Luo:
Cross-modal Contrastive Distillation for Instructional Activity Anticipation. CoRR abs/2201.06734 (2022) - [i104]Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He:
Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. CoRR abs/2203.09055 (2022) - [i103]Zexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen, Xiaodong He:
Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis. CoRR abs/2203.12067 (2022) - [i102]Jiudong Yang, Peiying Wang, Yi Zhu, Mingchao Feng, Meng Chen, Xiaodong He:
Gated Multimodal Fusion with Contrastive Learning for Turn-taking Prediction in Human-robot Dialogue. CoRR abs/2204.10172 (2022) - [i101]Shaozu Yuan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He:
SE-GAN: Skeleton Enhanced GAN-based Model for Brush Handwriting Font Generation. CoRR abs/2204.10484 (2022) - [i100]Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao:
OPERA: Operation-Pivoted Discrete Reasoning over Text. CoRR abs/2204.14166 (2022) - [i99]Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He:
BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. CoRR abs/2205.02471 (2022) - [i98]Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He:
LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. CoRR abs/2205.02550 (2022) - [i97]Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He:
Label Anchored Contrastive Learning for Language Understanding. CoRR abs/2205.10227 (2022) - [i96]Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu:
Composable Text Control Operations in Latent Space with Ordinary Differential Equations. CoRR abs/2208.00638 (2022) - [i95]Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He:
AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL. CoRR abs/2208.12461 (2022) - [i94]Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao:
UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. CoRR abs/2210.08249 (2022) - [i93]Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He:
Mars: Semantic-aware Contrastive Learning for End-to-End Task-Oriented Dialog. CoRR abs/2210.08917 (2022) - [i92]Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao:
MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering. CoRR abs/2210.10350 (2022) - [i91]Junwei Bao, Yifan Wang, Jiangyong Ying, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He:
P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training. CoRR abs/2210.12339 (2022) - [i90]Li Fu, Siqi Li, Qingtao Li, Liping Deng, Fangzhu Li, Lu Fan, Meng Chen, Xiaodong He:
UFO2: A unified pre-training framework for online and offline speech recognition. CoRR abs/2210.14515 (2022) - [i89]Wei Song, Yanghao Yue, Ya-Jie Zhang, Zhengchen Zhang, Youzheng Wu, Xiaodong He:
Multi-Speaker Multi-Style Speech Synthesis with Timbre and Style Disentanglement. CoRR abs/2211.00967 (2022) - [i88]Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He:
MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. CoRR abs/2211.05503 (2022) - [i87]Ya-Jie Zhang, Wei Song, Yanghao Yue, Zhengchen Zhang, Youzheng Wu, Xiaodong He:
MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy. CoRR abs/2211.06170 (2022) - [i86]Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li:
MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding. CoRR abs/2211.14739 (2022) - [i85]Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li:
SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation. CoRR abs/2211.14813 (2022) - 2021
- [j21]Jia Jia, Wei Chen, Kai Yu, Xiaodong He, Jun Du, Heung-Yeung Shum:
The practice of speech and language processing in China. Commun. ACM 64(11): 81-87 (2021) - [c157]Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He:
RevCore: Review-Augmented Conversational Recommendation. ACL/IJCNLP (Findings) 2021: 1161-1173 - [c156]Li Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou:
Incremental Learning for End-to-End Automatic Speech Recognition. ASRU 2021: 320-327 - [c155]Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou:
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. EMNLP (Findings) 2021: 1-17 - [c154]Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou:
RoR: Read-over-Read for Long Document Machine Reading Comprehension. EMNLP (Findings) 2021: 1862-1872 - [c153]Haoran Li, Song Xu, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization. EMNLP (1) 2021: 4091-4101 - [c152]Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou:
Improving Prosody Modelling with Cross-Utterance Bert Embeddings for End-to-End Speech Synthesis. ICASSP 2021: 6079-6083 - [c151]Wei Xue, Gang Quan, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou:
Neural Kalman Filtering for Speech Enhancement. ICASSP 2021: 7108-7112 - [c150]Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou:
Conversational Query Rewriting with Self-Supervised Learning. ICASSP 2021: 7628-7632 - [c149]Wei Song, Xin Yuan, Zhengchen Zhang, Chao Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou:
Dian: Duration Informed Auto-Regressive Network for Voice Cloning. ICASSP 2021: 8598-8602 - [c148]Tong Shen, Jiawei Zuo, Fan Shi, Jin Zhang, Liqin Jiang, Meng Chen, Zhengchen Zhang, Wei Zhang, Xiaodong He, Tao Mei:
ViDA-MAN: Visual Dialog with Digital Humans. ACM Multimedia 2021: 2789-2791 - [c147]Shaozu Yuan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He:
Learning to Compose Stylistic Calligraphy Artwork with Emotions. ACM Multimedia 2021: 3701-3709 - [c146]Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou:
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. NAACL-HLT 2021: 2884-2894 - [c145]Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. NAACL-HLT 2021: 5717-5726 - [c144]Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
CUSTOM: Aspect-Oriented Product Summarization for E-Commerce. NLPCC (2) 2021: 124-136 - [c143]Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao:
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. NLPCC (1) 2021: 439-452 - [i84]Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou:
Conversational Query Rewriting with Self-supervised Learning. CoRR abs/2102.04708 (2021) - [i83]Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou:
Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. CoRR abs/2103.11794 (2021) - [i82]Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou:
K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. CoRR abs/2104.06960 (2021) - [i81]Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. CoRR abs/2105.02544 (2021) - [i80]Peng Qi, Jing Huang, Youzheng Wu, Xiaodong He, Bowen Zhou:
Conversational AI Systems for Social Good: Opportunities and Challenges. CoRR abs/2105.06457 (2021) - [i79]Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He:
RevCore: Review-augmented Conversational Recommendation. CoRR abs/2106.00957 (2021) - [i78]Zichuan Lin, Jing Huang, Bowen Zhou, Xiaodong He, Tengyu Ma:
Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System. CoRR abs/2106.04835 (2021) - [i77]Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao:
EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. CoRR abs/2108.07994 (2021) - [i76]Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou:
CUSTOM: Aspect-Oriented Product Summarization for E-Commerce. CoRR abs/2108.08010 (2021) - [i75]Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou:
RoR: Read-over-Read for Long Document Machine Reading Comprehension. CoRR abs/2109.04780 (2021) - [i74]Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou:
The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. CoRR abs/2109.12913 (2021) - [i73]Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou:
SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition. CoRR abs/2110.04187 (2021) - [i72]Tong Shen, Jiawei Zuo, Fan Shi, Jin Zhang, Liqin Jiang, Meng Chen, Zhengchen Zhang, Wei Zhang, Xiaodong He, Tao Mei:
ViDA-MAN: Visual Dialog with Digital Humans. CoRR abs/2110.13384 (2021) - [i71]Yuan Yao, Qingxiu Dong, Jian Guan, Boxi Cao, Zhengyan Zhang, Chaojun Xiao, Xiaozhi Wang, Fanchao Qi, Junwei Bao, Jinran Nie, Zheni Zeng, Yuxian Gu, Kun Zhou, Xuancheng Huang, Wenhao Li, Shuhuai Ren, Jinliang Lu, Chengqiang Xu, Huadong Wang, Guoyang Zeng, Zile Zhou, Jiajun Zhang, Juanzi Li, Minlie Huang, Rui Yan, Xiaodong He, Xiaojun Wan, Xin Zhao, Xu Sun, Yang Liu, Zhiyuan Liu, Xianpei Han, Erhong Yang, Zhifang Sui, Maosong Sun:
CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR abs/2112.13610 (2021) - 2020
- [j20]Xiaodong He, Li Deng, Richard Rose, Minlie Huang, Isabel Trancoso, Chao Zhang:
Introduction to the Special Issue on Deep Learning for Multi-Modal Intelligence Across Speech, Language, Vision, and Heterogeneous Signals. IEEE J. Sel. Top. Signal Process. 14(3): 474-477 (2020) - [j19]Chao Zhang, Zichao Yang, Xiaodong He, Li Deng:
Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. IEEE J. Sel. Top. Signal Process. 14(3): 478-493 (2020) - [c142]Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou:
Zero-Shot Text-to-SQL Learning with Auxiliary Task. AAAI 2020: 7488-7495 - [c141]Haoran Li, Peng Yuan, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou:
Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products. AAAI 2020: 8188-8195 - [c140]Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong, Xiaodong He:
Keywords-Guided Abstractive Sentence Summarization. AAAI 2020: 8196-8203 - [c139]Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou:
Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents. AAAI 2020: 9073-9080 - [c138]Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He, Bowen Zhou:
Self-Attention Guided Copy Mechanism for Abstractive Summarization. ACL 2020: 1355-1362 - [c137]Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou:
Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. ACL 2020: 2713-2722 - [c136]Haoran Li, Junnan Zhu, Jiajun Zhang, Xiaodong He, Chengqing Zong:
Multimodal Sentence Summarization via Multimodal Selective Encoding. COLING 2020: 5655-5667 - [c135]Peng Yuan, Haoran Li, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou:
On the Faithfulness for E-commerce Product Summarization. COLING 2020: 5712-5717 - [c134]Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao:
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. COLING 2020: 5799-5809 - [c133]Yuquan Le, Congqing He, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou:
Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule Network. ECAI 2020: 1802-1809 - [c132]Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Youzheng Wu, Xiaodong He:
Enhancing Automated Essay Scoring Performance via Cohesion Measurement and Combination of Regression and Ranking. EMNLP (Findings) 2020: 1560-1569 - [c131]Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou:
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. EMNLP (1) 2020: 2129-2139 - [c130]Wei Song, Guanghui Xu, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou:
Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed. INTERSPEECH 2020: 225-229 - [c129]Ying Tong, Wei Xue, Shanluo Huang, Lu Fan, Chao Zhang, Guohong Ding, Xiaodong He:
The JD AI Speaker Verification System for the FFSVC 2020 Challenge. INTERSPEECH 2020: 3476-3480 - [c128]Wei Xue, Ying Tong, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou:
Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning. INTERSPEECH 2020: 5091-5095 - [c127]Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou:
The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. LREC 2020: 459-466 - [c126]Ruixue Liu, Shaozu Yuan, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He:
MaLiang: An Emotion-driven Chinese Calligraphy Artwork Composition System. ACM Multimedia 2020: 4394-4396 - [c125]Xu Liu, Chengtao Li, Jian Wang, Jingbo Wang, Boxin Shi, Xiaodong He:
Group Contextual Encoding for 3D Point Clouds. NeurIPS 2020 - [c124]Ruixue Liu, Meng Chen, Hang Liu, Lei Shen, Yang Song, Xiaodong He:
Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service. NLPCC (1) 2020: 65-77 - [c123]Hongshen Chen, Zhaochun Ren, Pengjie Ren, Dawei Yin, Xiaodong He:
AIIS: The SIGIR 2020 Workshop on Applied Interactive Information Systems. SIGIR 2020: 2448-2450 - [i70]Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou:
Graph Sequential Network for Reasoning over Sequences. CoRR abs/2004.02001 (2020) - [i69]Tae Jin Park, Kyu J. Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis G. Georgiou, Shrikanth Narayanan:
Speaker Diarization with Lexical Information. CoRR abs/2004.06756 (2020) - [i68]Wei Xue, Gang Quan, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou:
Neural Kalman Filtering for Speech Enhancement. CoRR abs/2007.13962 (2020) - [i67]Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou:
Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. CoRR abs/2009.07162 (2020) - [i66]Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao:
Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. CoRR abs/2010.10894 (2020) - [i65]Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou:
Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis. CoRR abs/2011.05161 (2020)
2010 – 2019
- 2019
- [j18]Yatong Sun, Guibing Guo, Xiaodong He, Xiaohua Liu:
Multi-Level Coupling Network for Non-IID Sequential Recommendation. IEEE Access 7: 186247-186259 (2019) - [j17]Ruixue Liu, Baoyang Chen, Xiaoyu Guo, Meng Chen, Zhijie Qiu, Xiaodong He:
Another AI? Artificial Imagination for Artistic Mind Map Generation. Int. J. Multim. Data Eng. Manag. 10(3): 47-63 (2019) - [c122]Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He:
Attentive Tensor Product Learning. AAAI 2019: 1344-1351 - [c121]Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou:
End-to-End Structure-Aware Convolutional Networks for Know