Xiaodong He - RankMe

363 papers A* 63A 31B 10C 3Misc 25Journal 150Unranked 79

Year	Rank	Type	Title / Venue / Authors
2026	J	`jnl`	JoyAvatar: Unlocking Highly Expressive Avatars via Harmonized Text-Audio Conditioning. CoRR Ruikui Wang, Jinheng Feng, Lang Tian, Huaishao Luo, Chaochao Li, Liangbo Zhou, Huan Zhang, Youzheng Wu, Xiaodong He
2025	J	`jnl`	An Atomic Skill Library Construction Method for Data-Efficient Embodied Manipulation. CoRR Dongjiang Li, Bo Peng, Chang Li, Ning Qiao, Qi Zheng, Lei Sun, Yusen Qin, Bangguo Li, Yifeng Luan, Yibing Zhan, Mingang Sun, Tong Xu, Lusong Li, Hui Shen, Xiaodong He
2025	J	`jnl`	Beyond Token Length: Step Pruner for Efficient and Accurate Reasoning in Large Language Models. CoRR Canhui Wu, Qiong Cao, Chang Li, Zhenfang Wang, Chao Xue, Yuwei Fan, Wei Xi, Xiaodong He
2025	J	`jnl`	ChartMaster: Advancing Chart-to-Code Generation with Real-World Charts and Chart Similarity Reinforcement Learning. CoRR Wentao Tan, Qiong Cao, Chao Xue, Yibing Zhan, Changxing Ding, Xiaodong He
2025	B	`conf`	Comet: Dialog Context Fusion Mechanism for End-to-End Task-Oriented Dialog with Multi-task Learning. COLING Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
2025	J	`jnl`	DeepMSD: Advancing Multimodal Sarcasm Detection Through Knowledge-Augmented Graph Reasoning. IEEE Trans. Circuits Syst. Video Technol. Yiwei Wei, Hengyang Zhou, Shaozu Yuan, Meng Chen, Haitao Shi, Zhiyang Jia, Longbiao Wang, Xiaodong He
2025	J	`jnl`	Efficient Reasoning via Thought-Training and Thought-Free Inference. CoRR Canhui Wu, Qiong Cao, Chao Xue, Wei Xi, Xiaodong He
2025	J	`jnl`	Enhancing Semantic Awareness by Sentimental Constraint With Automatic Outlier Masking for Multimodal Sarcasm Detection. IEEE Trans. Multim. Shaozu Yuan, Yiwei Wei, Hengyang Zhou, Qinfu Xu, Meng Chen, Xiaodong He
2025	A*	`conf`	HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation. CVPR Kun Liu, Qi Liu, Xinchen Liu, Jie Li, Yongdong Zhang, Jiebo Luo, Xiaodong He, Wu Liu
2025	J	`jnl`	HOIGen-1M: A Large-scale Dataset for Human-Object Interaction Video Generation. CoRR Kun Liu, Qi Li, Xinchen Liu, Jie Li, Yongdong Zhang, Jiebo Luo, Xiaodong He, Wu Liu
2025	J	`jnl`	JoyAvatar: Real-time and Infinite Audio-Driven Avatar Generation with Autoregressive Diffusion. CoRR Chaochao Li, Ruikui Wang, Liangbo Zhou, Jinheng Feng, Huaishao Luo, Huan Zhang, Youzheng Wu, Xiaodong He
2025	J	`jnl`	Object-Focus Actor for Data-efficient Robot Generalization Dexterous Manipulation. CoRR Yihang Li, Tianle Zhang, Xuelong Wei, Jiayi Li, Lin Zhao, Dongchi Huang, Zhirui Fang, Minhua Zheng, Wenjun Dai, Xiaodong He
2025	J	`jnl`	PAC: Pronunciation-Aware Contextualized Large Language Model-based Automatic Speech Recognition. CoRR Li Fu, Yu Xin, Sunlu Zeng, Fan Lu, Youzheng Wu, Xiaodong He
2025	Misc	`conf`	UME: Upcycling Mixture-of-Experts for Scalable and Efficient Automatic Speech Recognition. ICASSP Li Fu, Shanyong Yu, Siqi Li, Fan Lu, Youzheng Wu, Xiaodong He
2024	J	`jnl`	An efficient confusing choices decoupling framework for multi-choice tasks over texts. Neural Comput. Appl. Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Conghui Zhu, Tiejun Zhao
2024	A*	`conf`	Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld. CVPR Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi
2024	J	`jnl`	Empowering Embodied Manipulation: A Bimanual-Mobile Robot Manipulation Dataset for Household Tasks. CoRR Tianle Zhang, Dongjiang Li, Yihang Li, Zecui Zeng, Lin Zhao, Lei Sun, Yue Chen, Xuelong Wei, Yibing Zhan, Lusong Li, Xiaodong He
2024	J	`jnl`	LMAgent: A Large-scale Multimodal Agents Society for Multi-user Simulation. CoRR Yijun Liu, Wu Liu, Xiaoyan Gu, Yong Rui, Xiaodong He, Yongdong Zhang
2024	A*	`conf`	MuEP: A Multimodal Benchmark for Embodied Planning with Foundation Models. IJCAI Kanxue Li, Baosheng Yu, Qi Zheng, Yibing Zhan, Yuhui Zhang, Tianle Zhang, Yijun Yang, Yue Chen, Lei Sun, Qiong Cao, Li Shen, Lusong Li, Dapeng Tao, Xiaodong He
2024	J	`jnl`	MuJo-SF: Multimodal Joint Slot Filling for Attribute Value Prediction of E-Commerce Commodities. IEEE Trans. Multim. Meihuizi Jia, Lei Shen, Luu Anh Tuan, Meng Chen, Jing Xu, Lejian Liao, Shaozu Yuan, Xiaodong He
2024	J	`jnl`	Operation-Augmented Numerical Reasoning for Question Answering. IEEE ACM Trans. Audio Speech Lang. Process. Yongwei Zhou, Junwei Bao, Youzheng Wu, Xiaodong He, Tiejun Zhao
2024	A*	`conf`	POCE: Primal Policy Optimization with Conservative Estimation for Multi-constraint Offline Reinforcement Learning. CVPR Jiayi Guan, Li Shen, Ao Zhou, Lusong Li, Han Hu, Xiaodong He, Guang Chen, Changjun Jiang
2024	J	`jnl`	Preferred-Action-Optimized Diffusion Policies for Offline Reinforcement Learning. CoRR Tianle Zhang, Jiayi Guan, Lin Zhao, Yihang Li, Dongjiang Li, Zecui Zeng, Lei Sun, Yue Chen, Xuelong Wei, Lusong Li, Xiaodong He
2023	J	`jnl`	A Group Fairness Lens for Large Language Models. CoRR Guanqun Bi, Lei Shen, Yuqiang Xie, Yanan Cao, Tiangang Zhu, Xiaodong He
2023	—	`conf`	AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets. ACL (Findings) Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui, Xiaodong He
2023	J	`jnl`	AUGUST: an Automatic Generation Understudy for Synthesizing Conversational Recommendation Datasets. CoRR Yu Lu, Junwei Bao, Zichen Ma, Xiaoguang Han, Youzheng Wu, Shuguang Cui, Xiaodong He
2023	A*	`conf`	Composable Text Controls in Latent Space with ODEs. EMNLP Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu
2023	—	`conf`	Dialog-Post: Multi-Level Self-Supervised Objectives and Hierarchical Model for Dialogue Post-Training. ACL (1) Zhenyu Zhang, Lei Shen, Yuming Zhao, Meng Chen, Xiaodong He
2023	—	`conf`	DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. ACL (1) Guanqun Bi, Lei Shen, Yanan Cao, Meng Chen, Yuqiang Xie, Zheng Lin, Xiaodong He
2023	J	`jnl`	DiffusEmp: A Diffusion Model-Based Framework with Multi-Grained Control for Empathetic Response Generation. CoRR Guanqun Bi, Lei Shen, Yanan Cao, Meng Chen, Yuqiang Xie, Zheng Lin, Xiaodong He
2023	J	`jnl`	Embodied Multi-Modal Agent trained by an LLM from a Parallel TextWorld. CoRR Yijun Yang, Tianyi Zhou, Kanxue Li, Dapeng Tao, Lusong Li, Li Shen, Xiaodong He, Jing Jiang, Yuhui Shi
2023	Misc	`conf`	Improving Disfluency Detection with Multi-Scale Self Attention and Contrastive Learning. ICASSP Peiying Wang, Chaoqun Duan, Meng Chen, Xiaodong He
2023	J	`jnl`	Learning to Generate Poetic Chinese Landscape Painting with Calligraphy. CoRR Shaozu Yuan, Aijun Dai, Zhiling Yan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He
2023	A	`conf`	Leveraging Label Information for Multimodal Emotion Recognition. INTERSPEECH Peiying Wang, Sunlu Zeng, Junqing Chen, Fan Lu, Meng Chen, Youzheng Wu, Xiaodong He
2023	J	`jnl`	Leveraging Label Information for Multimodal Emotion Recognition. CoRR Peiying Wang, Sunlu Zeng, Junqing Chen, Fan Lu, Meng Chen, Youzheng Wu, Xiaodong He
2023	A*	`conf`	MNER-QG: An End-to-End MRC Framework for Multimodal Named Entity Recognition with Query Grounding. AAAI Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li
2023	—	`conf`	Mars: Modeling Context & State Representations with Contrastive Learning for End-to-End Task-Oriented Dialog. ACL (Findings) Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
2023	A	`conf`	MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy. INTERSPEECH Ya-Jie Zhang, Wei Song, Yanghao Yue, Zhengchen Zhang, Youzheng Wu, Xiaodong He
2023	—	`conf`	MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. ACL (Findings) Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He
2023	A	`conf`	OTF: Optimal Transport based Fusion of Supervised and Self-Supervised Learning Models for Automatic Speech Recognition. INTERSPEECH Li Fu, Siqi Li, Qingtao Li, Fangzhu Li, Liping Deng, Fan Lu, Meng Chen, Youzheng Wu, Xiaodong He
2023	A	`conf`	POSPAN: Position-Constrained Span Masking for Language Model Pre-training. CIKM Zhenyu Zhang, Lei Shen, Yuming Zhao, Meng Chen, Xiaodong He
2023	J	`jnl`	Prosody Modelling With Pre-Trained Cross-Utterance Representations for Improved Speech Synthesis. IEEE ACM Trans. Audio Speech Lang. Process. Ya-Jie Zhang, Chao Zhang, Wei Song, Zhengchen Zhang, Youzheng Wu, Xiaodong He
2023	A*	`conf`	SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation. ICML Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li
2023	Misc	`conf`	UFO2: A Unified Pre-Training Framework for Online and Offline Speech Recognition. ICASSP Li Fu, Siqi Li, Qingtao Li, Liping Deng, Fangzhu Li, Fan Lu, Meng Chen, Xiaodong He
2022	A*	`conf`	A Multi-Factor Classification Framework for Completing Users' Fuzzy Queries (Student Abstract). AAAI Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu, Shuangyong Song, Youzheng Wu, Xiaodong He
2022	—	`conf`	A Two-stage User Intent Detection Model on Complicated Utterances with Multi-task Learning. WWW (Companion Volume) Shuangyong Song, Xiangyan Chen, Chao Wang, Xiaoguang Yu, Jia Wang, Xiaodong He
2022	A	`conf`	AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL. CIKM Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He
2022	J	`jnl`	AutoQGS: Auto-Prompt for Low-Resource Knowledge-based Question Generation from SPARQL. CoRR Guanming Xiong, Junwei Bao, Wen Zhao, Youzheng Wu, Xiaodong He
2022	—	`conf`	BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. NAACL-HLT (Findings) Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
2022	J	`jnl`	BORT: Back and Denoising Reconstruction for End-to-End Task-Oriented Dialog. CoRR Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
2022	—	`conf`	Beyond QA: 'Heuristic QA' Strategies in JIMI. DASFAA (3) Shuangyong Song, Bo Zou, Jianghua Lin, Xiaoguang Yu, Xiaodong He
2022	Misc	`conf`	Building Robust Spoken Language Understanding by Cross Attention Between Phoneme Sequence and ASR Hypothesis. ICASSP Zexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen, Xiaodong He
2022	J	`jnl`	Building Robust Spoken Language Understanding by Cross Attention between Phoneme Sequence and ASR Hypothesis. CoRR Zexun Wang, Yuquan Le, Yi Zhu, Yuming Zhao, Mingchao Feng, Meng Chen, Xiaodong He
2022	J	`jnl`	Composable Text Control Operations in Latent Space with Ordinary Differential Equations. CoRR Guangyi Liu, Zeyu Feng, Yuan Gao, Zichao Yang, Xiaodan Liang, Junwei Bao, Xiaodong He, Shuguang Cui, Zhen Li, Zhiting Hu
2022	A*	`conf`	Correctable-DST: Mitigating Historical Context Mismatch between Training and Inference for Improved Dialogue State Tracking. EMNLP Hongyan Xie, Haoxiang Su, Shuangyong Song, Hao Huang, Bo Zou, Kun Deng, Jianghua Lin, Zhihui Zhang, Xiaodong He
2022	B	`conf`	Cross-modal Contrastive Distillation for Instructional Activity Anticipation. ICPR Zhengyuan Yang, Jingen Liu, Jing Huang, Xiaodong He, Tao Mei, Chenliang Xu, Jiebo Luo
2022	J	`jnl`	Cross-modal Contrastive Distillation for Instructional Activity Anticipation. CoRR Zhengyuan Yang, Jingen Liu, Jing Huang, Xiaodong He, Tao Mei, Chenliang Xu, Jiebo Luo
2022	A	`conf`	Cross-modal Transfer Learning via Multi-grained Alignment for End-to-End Spoken Language Understanding. INTERSPEECH Yi Zhu, Zexun Wang, Hang Liu, Peiying Wang, Mingchao Feng, Meng Chen, Xiaodong He
2022	—	`conf`	DialCSP: A Two-Stage Attention-Based Model for Customer Satisfaction Prediction in E-commerce Customer Service. ECML/PKDD (3) Zhenhe Wu, Liangqing Wu, Shuangyong Song, Jiahao Ji, Bo Zou, Zhoujun Li, Xiaodong He
2022	—	`conf`	Don't Take It Literally: An Edit-Invariant Sequence Loss for Text Generation. NAACL-HLT Guangyi Liu, Zichao Yang, Tianhua Tao, Xiaodan Liang, Junwei Bao, Zhen Li, Xiaodong He, Shuguang Cui, Zhiting Hu
2022	B	`conf`	E-ConvRec: A Large-Scale Conversational Recommendation Dataset for E-Commerce Customer Service. LREC Meihuizi Jia, Ruixue Liu, Peiying Wang, Yang Song, Zexi Xi, Haobin Li, Xin Shen, Meng Chen, Jinhui Pang, Xiaodong He
2022	B	`conf`	Few-Shot Table Understanding: A Benchmark Dataset and Pre-Training Baseline. COLING Ruixue Liu, Shaozu Yuan, Aijun Dai, Lei Shen, Tiangang Zhu, Meng Chen, Xiaodong He
2022	—	`conf`	Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. ACL (1) Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He
2022	J	`jnl`	Fine- and Coarse-Granularity Hybrid Self-Attention for Efficient BERT. CoRR Jing Zhao, Yifan Wang, Junwei Bao, Youzheng Wu, Xiaodong He
2022	Misc	`conf`	Gated Multimodal Fusion with Contrastive Learning for Turn-Taking Prediction in Human-Robot Dialogue. ICASSP Jiudong Yang, Peiying Wang, Yi Zhu, Mingchao Feng, Meng Chen, Xiaodong He
2022	J	`jnl`	Gated Multimodal Fusion with Contrastive Learning for Turn-taking Prediction in Human-robot Dialogue. CoRR Jiudong Yang, Peiying Wang, Yi Zhu, Mingchao Feng, Meng Chen, Xiaodong He
2022	A*	`conf`	JDDC 2.1: A Multimodal Chinese Dialogue Dataset with Joint Tasks of Query Rewriting, Response Generation, Discourse Parsing, and Summarization. EMNLP Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He
2022	—	`conf`	LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. NAACL-HLT Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He
2022	J	`jnl`	LUNA: Learning Slot-Turn Alignment for Dialogue State Tracking. CoRR Yifan Wang, Jing Zhao, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He
2022	—	`conf`	Label Anchored Contrastive Learning for Language Understanding. NAACL-HLT Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He
2022	J	`jnl`	Label Anchored Contrastive Learning for Language Understanding. CoRR Zhenyu Zhang, Yuming Zhao, Meng Chen, Xiaodong He
2022	A*	`conf`	Learning to Generate Poetic Chinese Landscape Painting with Calligraphy. IJCAI Shaozu Yuan, Aijun Dai, Zhiling Yan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He
2022	A	`conf`	Legal Charge Prediction via Bilinear Attention Network. CIKM Yuquan Le, Yuming Zhao, Meng Chen, Zhe Quan, Xiaodong He, Kenli Li
2022	—	`conf`	MFDG: A Multi-Factor Dialogue Graph Model for Dialogue Intent Classification. ECML/PKDD (2) Jinhui Pang, Huinan Xu, Shuangyong Song, Bo Zou, Xiaodong He
2022	J	`jnl`	MNER-QG: An End-to-End MRC framework for Multimodal Named Entity Recognition with Query Grounding. CoRR Meihuizi Jia, Lei Shen, Xin Shen, Lejian Liao, Meng Chen, Xiaodong He, Zhendong Chen, Jiaqi Li
2022	J	`jnl`	Mars: Semantic-aware Contrastive Learning for End-to-End Task-Oriented Dialog. CoRR Haipeng Sun, Junwei Bao, Youzheng Wu, Xiaodong He
2022	J	`jnl`	MaskedSpeech: Context-aware Speech Synthesis with Masking Strategy. CoRR Ya-Jie Zhang, Wei Song, Yanghao Yue, Zhengchen Zhang, Youzheng Wu, Xiaodong He
2022	J	`jnl`	MoNET: Tackle State Momentum via Noise-Enhanced Training for Dialogue State Tracking. CoRR Haoning Zhang, Junwei Bao, Haipeng Sun, Youzheng Wu, Wenye Li, Shuguang Cui, Xiaodong He
2022	J	`jnl`	MuGER CoRR Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao
2022	—	`conf`	MuGER2: Multi-Granularity Evidence Retrieval and Reasoning for Hybrid Question Answering. EMNLP (Findings) Yingyao Wang, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao
2022	J	`jnl`	Multi-Speaker Multi-Style Speech Synthesis with Timbre and Style Disentanglement. CoRR Wei Song, Yanghao Yue, Ya-Jie Zhang, Zhengchen Zhang, Youzheng Wu, Xiaodong He
2022	—	`conf`	OPERA: Operation-Pivoted Discrete Reasoning over Text. NAACL-HLT Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao
2022	J	`jnl`	OPERA: Operation-Pivoted Discrete Reasoning over Text. CoRR Yongwei Zhou, Junwei Bao, Chaoqun Duan, Haipeng Sun, Jiahui Liang, Yifan Wang, Jing Zhao, Youzheng Wu, Xiaodong He, Tiejun Zhao
2022	—	`conf`	Overview of the NLPCC 2022 Shared Task on Multimodal Product Summarization. NLPCC (2) Haoran Li, Peng Yuan, Haoning Zhang, Weikang Li, Song Xu, Youzheng Wu, Xiaodong He
2022	J	`jnl`	P CoRR Junwei Bao, Yifan Wang, Jiangyong Ying, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He
2022	—	`conf`	P3LM: Probabilistically Permuted Prophet Language Modeling for Generative Pre-Training. EMNLP (Findings) Junwei Bao, Yifan Wang, Ying Jiangyong, Yeyun Gong, Jing Zhao, Youzheng Wu, Xiaodong He
2022	A*	`conf`	PRINCE: Prefix-Masked Decoding for Knowledge Enhanced Sequence-to-Sequence Pre-Training. EMNLP Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He
2022	A*	`conf`	Query Prior Matters: A MRC Framework for Multimodal Named Entity Recognition. ACM Multimedia Meihuizi Jia, Xin Shen, Lei Shen, Jinhui Pang, Lejian Liao, Yang Song, Meng Chen, Xiaodong He
2022	A	`conf`	SCaLa: Supervised Contrastive Learning for End-to-End Speech Recognition. INTERSPEECH Li Fu, Xiaoxiao Li, Runyu Wang, Fan Lu, Zhengchen Zhang, Meng Chen, Youzheng Wu, Xiaodong He
2022	J	`jnl`	SE-GAN: Skeleton Enhanced GAN-based Model for Brush Handwriting Font Generation. CoRR Shaozu Yuan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He
2022	A	`conf`	SE-GAN: Skeleton Enhanced Gan-Based Model for Brush Handwriting Font Generation. ICME Shaozu Yuan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He
2022	J	`jnl`	SegCLIP: Patch Aggregation with Learnable Centers for Open-Vocabulary Semantic Segmentation. CoRR Huaishao Luo, Junwei Bao, Youzheng Wu, Xiaodong He, Tianrui Li
2022	A*	`conf`	SimCTC: A Simple Contrast Learning Method of Text Clustering (Student Abstract). AAAI Chen Li, Xiaoguang Yu, Shuangyong Song, Jia Wang, Bo Zou, Xiaodong He
2022	B	`conf`	Tracking Satisfaction States for Customer Satisfaction Prediction in E-commerce Service Chatbots. COLING Yang Sun, Liangqing Wu, Shuangyong Song, Xiaoguang Yu, Xiaodong He, Guohong Fu
2022	J	`jnl`	UFO2: A unified pre-training framework for online and offline speech recognition. CoRR Li Fu, Siqi Li, Qingtao Li, Liping Deng, Fangzhu Li, Fan Lu, Meng Chen, Xiaodong He
2022	A*	`conf`	UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. EMNLP Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao
2022	J	`jnl`	UniRPG: Unified Discrete Reasoning over Table and Text as Program Generation. CoRR Yongwei Zhou, Junwei Bao, Chaoqun Duan, Youzheng Wu, Xiaodong He, Tiejun Zhao
2022	—	`book`	Visual Question Answering - From Theory to Application Qi Wu, Peng Wang, Xin Wang, Xiaodong He, Wenwu Zhu
2021	J	`jnl`	CUGE: A Chinese Language Understanding and Generation Evaluation Benchmark. CoRR 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
2021	—	`conf`	CUSTOM: Aspect-Oriented Product Summarization for E-Commerce. NLPCC (2) Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	CUSTOM: Aspect-Oriented Product Summarization for E-Commerce. CoRR Jiahui Liang, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	Conversational AI Systems for Social Good: Opportunities and Challenges. CoRR Peng Qi, Jing Huang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	Misc	`conf`	Conversational Query Rewriting with Self-Supervised Learning. ICASSP Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	Conversational Query Rewriting with Self-supervised Learning. CoRR Hang Liu, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	Misc	`conf`	Dian: Duration Informed Auto-Regressive Network for Voice Cloning. ICASSP Wei Song, Xin Yuan, Zhengchen Zhang, Chao Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	—	`conf`	EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. NLPCC (1) Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao
2021	J	`jnl`	EviDR: Evidence-Emphasized Discrete Reasoning for Reasoning Machine Reading Comprehension. CoRR Yongwei Zhou, Junwei Bao, Haipeng Sun, Jiahui Liang, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao
2021	—	`conf`	Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. NAACL-HLT Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou
2021	J	`jnl`	Graph Ensemble Learning over Multiple Dependency Trees for Aspect-level Sentiment Classification. CoRR Xiaochen Hou, Peng Qi, Guangtao Wang, Rex Ying, Jing Huang, Xiaodong He, Bowen Zhou
2021	Misc	`conf`	Improving Prosody Modelling with Cross-Utterance Bert Embeddings for End-to-End Speech Synthesis. ICASSP Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou
2021	C	`conf`	Incremental Learning for End-to-End Automatic Speech Recognition. ASRU Li Fu, Xiaoxiao Li, Libo Zi, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	Joint System-Wise Optimization for Pipeline Goal-Oriented Dialog System. CoRR Zichuan Lin, Jing Huang, Bowen Zhou, Xiaodong He, Tengyu Ma
2021	—	`conf`	K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. EMNLP (Findings) Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou
2021	J	`jnl`	K-PLUG: Knowledge-injected Pre-trained Language Model for Natural Language Understanding and Generation in E-Commerce. CoRR Song Xu, Haoran Li, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Ying Liu, Bowen Zhou
2021	—	`conf`	Learn to Copy from the Copying History: Correlational Copy Network for Abstractive Summarization. EMNLP (1) Haoran Li, Song Xu, Peng Yuan, Yujia Wang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	A*	`conf`	Learning to Compose Stylistic Calligraphy Artwork with Emotions. ACM Multimedia Shaozu Yuan, Ruixue Liu, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He
2021	Misc	`conf`	Neural Kalman Filtering for Speech Enhancement. ICASSP Wei Xue, Gang Quan, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou
2021	—	`conf`	RevCore: Review-Augmented Conversational Recommendation. ACL/IJCNLP (Findings) Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He
2021	J	`jnl`	RevCore: Review-augmented Conversational Recommendation. CoRR Yu Lu, Junwei Bao, Yan Song, Zichen Ma, Shuguang Cui, Youzheng Wu, Xiaodong He
2021	—	`conf`	RoR: Read-over-Read for Long Document Machine Reading Comprehension. EMNLP (Findings) Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	RoR: Read-over-Read for Long Document Machine Reading Comprehension. CoRR Jing Zhao, Junwei Bao, Yifan Wang, Yongwei Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	SCaLa: Supervised Contrastive Learning for End-to-End Automatic Speech Recognition. CoRR Li Fu, Xiaoxiao Li, Runyu Wang, Zhengchen Zhang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	—	`conf`	SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. NAACL-HLT Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	SGG: Learning to Select, Guide, and Generate for Keyphrase Generation. CoRR Jing Zhao, Junwei Bao, Yifan Wang, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	The JDDC 2.0 Corpus: A Large-Scale Multimodal Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. CoRR Nan Zhao, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou
2021	J	`jnl`	The practice of speech and language processing in China. Commun. ACM Jia Jia, Wei Chen, Kai Yu, Xiaodong He, Jun Du, Heung-Yeung Shum
2021	A*	`conf`	ViDA-MAN: Visual Dialog with Digital Humans. ACM Multimedia Tong Shen, Jiawei Zuo, Fan Shi, Jin Zhang, Liqin Jiang, Meng Chen, Zhengchen Zhang, Wei Zhang, Xiaodong He, Tao Mei
2021	J	`jnl`	ViDA-MAN: Visual Dialog with Digital Humans. CoRR Tong Shen, Jiawei Zuo, Fan Shi, Jin Zhang, Liqin Jiang, Meng Chen, Zhengchen Zhang, Wei Zhang, Xiaodong He, Tao Mei
2020	A*	`conf`	AIIS: The SIGIR 2020 Workshop on Applied Interactive Information Systems. SIGIR Hongshen Chen, Zhaochun Ren, Pengjie Ren, Dawei Yin, Xiaodong He
2020	A*	`conf`	Aspect-Aware Multimodal Summarization for Chinese E-Commerce Products. AAAI Haoran Li, Peng Yuan, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	A	`conf`	Efficient WaveGlow: An Improved WaveGlow Vocoder with Enhanced Speed. INTERSPEECH Wei Song, Guanghui Xu, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou
2020	—	`conf`	Enhancing Automated Essay Scoring Performance via Cohesion Measurement and Combination of Regression and Ranking. EMNLP (Findings) Ruosong Yang, Jiannong Cao, Zhiyuan Wen, Youzheng Wu, Xiaodong He
2020	—	`conf`	Enhancing Multi-turn Dialogue Modeling with Intent Information for E-Commerce Customer Service. NLPCC (1) Ruixue Liu, Meng Chen, Hang Liu, Lei Shen, Yang Song, Xiaodong He
2020	J	`jnl`	Graph Sequential Network for Reasoning over Sequences. CoRR Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou
2020	A*	`conf`	Group Contextual Encoding for 3D Point Clouds. NeurIPS Xu Liu, Chengtao Li, Jian Wang, Jingbo Wang, Boxin Shi, Xiaodong He
2020	J	`jnl`	Improving Prosody Modelling with Cross-Utterance BERT Embeddings for End-to-end Speech Synthesis. CoRR Guanghui Xu, Wei Song, Zhengchen Zhang, Chao Zhang, Xiaodong He, Bowen Zhou
2020	J	`jnl`	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. Xiaodong He, Li Deng, Richard Rose, Minlie Huang, Isabel Trancoso, Chao Zhang
2020	A*	`conf`	Keywords-Guided Abstractive Sentence Summarization. AAAI Haoran Li, Junnan Zhu, Jiajun Zhang, Chengqing Zong, Xiaodong He
2020	B	`conf`	Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. COLING Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao
2020	J	`jnl`	Learning to Decouple Relations: Few-Shot Relation Classification with Entity-Guided Attention and Confusion-Aware Training. CoRR Yingyao Wang, Junwei Bao, Guangyi Liu, Youzheng Wu, Xiaodong He, Bowen Zhou, Tiejun Zhao
2020	A	`conf`	Learning to Predict Charges for Legal Judgment via Self-Attentive Capsule Network. ECAI Yuquan Le, Congqing He, Meng Chen, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	A*	`conf`	MaLiang: An Emotion-driven Chinese Calligraphy Artwork Composition System. ACM Multimedia Ruixue Liu, Shaozu Yuan, Meng Chen, Baoyang Chen, Zhijie Qiu, Xiaodong He
2020	J	`jnl`	Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. IEEE J. Sel. Top. Signal Process. Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
2020	—	`conf`	Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. EMNLP (1) Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	J	`jnl`	Multimodal Joint Attribute Prediction and Value Extraction for E-commerce Product. CoRR Tiangang Zhu, Yue Wang, Haoran Li, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	B	`conf`	Multimodal Sentence Summarization via Multimodal Selective Encoding. COLING Haoran Li, Junnan Zhu, Jiajun Zhang, Xiaodong He, Chengqing Zong
2020	J	`jnl`	Neural Kalman Filtering for Speech Enhancement. CoRR Wei Xue, Gang Quan, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou
2020	B	`conf`	On the Faithfulness for E-commerce Product Summarization. COLING Peng Yuan, Haoran Li, Song Xu, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	A*	`conf`	Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. ACL Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou
2020	A*	`conf`	Select, Answer and Explain: Interpretable Multi-Hop Reading Comprehension over Multiple Documents. AAAI Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou
2020	A*	`conf`	Self-Attention Guided Copy Mechanism for Abstractive Summarization. ACL Song Xu, Haoran Li, Peng Yuan, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	A	`conf`	Sound Event Localization and Detection Based on Multiple DOA Beamforming and Multi-Task Learning. INTERSPEECH Wei Xue, Ying Tong, Chao Zhang, Guohong Ding, Xiaodong He, Bowen Zhou
2020	J	`jnl`	Speaker Diarization with Lexical Information. CoRR Tae Jin Park, Kyu Jeong Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis G. Georgiou, Shrikanth Narayanan
2020	A	`conf`	The JD AI Speaker Verification System for the FFSVC 2020 Challenge. INTERSPEECH Ying Tong, Wei Xue, Shanluo Huang, Fan Lu, Chao Zhang, Guohong Ding, Xiaodong He
2020	B	`conf`	The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. LREC Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou
2020	A*	`conf`	Zero-Shot Text-to-SQL Learning with Auxiliary Task. AAAI Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2019	A*	`conf`	Aligning Visual Regions and Textual Concepts for Semantic-Grounded Image Representations. NeurIPS Fenglin Liu, Yuanxin Liu, Xuancheng Ren, Xiaodong He, Xu Sun
2019	J	`jnl`	Another AI? Artificial Imagination for Artistic Mind Map Generation. Int. J. Multim. Data Eng. Manag. Ruixue Liu, Baoyang Chen, Xiaoyu Guo, Meng Chen, Zhijie Qiu, Xiaodong He
2019	A*	`conf`	Attentive Tensor Product Learning. AAAI Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He
2019	—	`conf`	Automated Thematic and Emotional Modern Chinese Poetry Composition. NLPCC (1) Xiaoyu Guo, Meng Chen, Yang Song, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Deep Speaker Embedding Learning with Multi-Level Pooling for Text-Independent Speaker Verification. CoRR Yun Tang, Guohong Ding, Jing Huang, Xiaodong He, Bowen Zhou
2019	Misc	`conf`	Deep Speaker Embedding Learning with Multi-level Pooling for Text-independent Speaker Verification. ICASSP Yun Tang, Guohong Ding, Jing Huang, Xiaodong He, Bowen Zhou
2019	A	`conf`	Direct-Path Signal Cross-Correlation Estimation for Sound Source Localization in Reverberation. INTERSPEECH Wei Xue, Ying Tong, Guohong Ding, Chao Zhang, Tao Ma, Xiaodong He, Bowen Zhou
2019	A*	`conf`	Discrete Trust-aware Matrix Factorization for Fast Recommendation. IJCAI Guibing Guo, Enneng Yang, Li Shen, Xiaochun Yang, Xiaodong He
2019	A*	`conf`	Dynamic Item Block and Prediction Enhancing Block for Sequential Recommendation. IJCAI Guibing Guo, Shichang Ouyang, Xiaodong He, Fajie Yuan, Xiaohua Liu
2019	A*	`conf`	End-to-End Structure-Aware Convolutional Networks for Knowledge Base Completion. AAAI Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou
2019	—	`conf`	From Knowledge Map to Mind Map: Artificial Imagination. MIPR Ruixue Liu, Baoyang Chen, Xiaoyu Guo, Yan Dai, Meng Chen, Zhijie Qiu, Xiaodong He
2019	J	`jnl`	From Knowledge Map to Mind Map: Artificial Imagination. CoRR Ruixue Liu, Baoyang Chen, Xiaoyu Guo, Yan Dai, Meng Chen, Zhijie Qiu, Xiaodong He
2019	A*	`conf`	Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. AAAI Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He
2019	A*	`conf`	Knowledgeable Storyteller: A Commonsense-Driven Generative Model for Visual Storytelling. IJCAI Pengcheng Yang, Fuli Luo, Peng Chen, Lei Li, Zhiyi Yin, Xiaodong He, Xu Sun
2019	A*	`conf`	Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination. IJCAI Ruixue Liu, Baoyang Chen, Meng Chen, Youzheng Wu, Zhijie Qiu, Xiaodong He
2019	J	`jnl`	Mappa Mundi: An Interactive Artistic Mind Map Generator with Artificial Imagination. CoRR Ruixue Liu, Baoyang Chen, Meng Chen, Youzheng Wu, Zhijie Qiu, Xiaodong He
2019	J	`jnl`	Multi-Level Coupling Network for Non-IID Sequential Recommendation. IEEE Access Yatong Sun, Guibing Guo, Xiaodong He, Xiaohua Liu
2019	A	`conf`	Multi-Stride Self-Attention for Speech Recognition. INTERSPEECH Kyu Jeong Han, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou
2019	—	`conf`	Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs. ACL (1) Ming Tu, Guangtao Wang, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Multi-hop Reading Comprehension across Multiple Documents by Reasoning over Heterogeneous Graphs. CoRR Ming Tu, Guangtao Wang, Jing Huang, Yun Tang, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Multimodal Intelligence: Representation Learning, Information Fusion, and Applications. CoRR Chao Zhang, Zichao Yang, Xiaodong He, Li Deng
2019	J	`jnl`	Multiple instance learning with graph neural networks. CoRR Ming Tu, Jing Huang, Xiaodong He, Bowen Zhou
2019	A*	`conf`	Object-Driven Text-To-Image Synthesis via Adversarial Training. CVPR Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
2019	J	`jnl`	Object-driven Text-to-Image Synthesis via Adversarial Training. CoRR Wenbo Li, Pengchuan Zhang, Lei Zhang, Qiuyuan Huang, Xiaodong He, Siwei Lyu, Jianfeng Gao
2019	J	`jnl`	Orthogonal Relation Transforms with Graph Context Modeling for Knowledge Graph Embedding. CoRR Yun Tang, Jing Huang, Guangtao Wang, Xiaodong He, Bowen Zhou
2019	B	`conf`	Relation Module for Non-Answerable Predictions on Reading Comprehension. CoNLL Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Relation Module for Non-answerable Prediction on Question Answering. CoRR Kevin Huang, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Select, Answer and Explain: Interpretable Multi-hop Reading Comprehension over Multiple Documents. CoRR Ming Tu, Kevin Huang, Guangtao Wang, Jing Huang, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Selective Attention Based Graph Convolutional Networks for Aspect-Level Sentiment Classification. CoRR Xiaochen Hou, Jing Huang, Guangtao Wang, Kevin Huang, Xiaodong He, Bowen Zhou
2019	A	`conf`	Speaker Diarization with Lexical Information. INTERSPEECH Tae Jin Park, Kyu Jeong Han, Jing Huang, Xiaodong He, Bowen Zhou, Panayiotis G. Georgiou, Shrikanth Narayanan
2019	J	`jnl`	The JDDC Corpus: A Large-Scale Multi-Turn Chinese Dialogue Dataset for E-commerce Customer Service. CoRR Meng Chen, Ruixue Liu, Lei Shen, Shaozu Yuan, Jingyan Zhou, Youzheng Wu, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Towards adversarial learning of speaker-invariant representation for speech emotion recognition. CoRR Ming Tu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2019	J	`jnl`	Zero-shot Text-to-SQL Learning with Auxiliary Task. CoRR Shuaichen Chang, Pengfei Liu, Yun Tang, Jing Huang, Xiaodong He, Bowen Zhou
2018	J	`jnl`	Attentive Tensor Product Learning for Language Generation and Grammar Parsing. CoRR Qiuyuan Huang, Li Deng, Dapeng Oliver Wu, Chang Liu, Xiaodong He
2018	A*	`conf`	AttnGAN: Fine-Grained Text to Image Generation With Attentional Generative Adversarial Networks. CVPR Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
2018	A*	`conf`	Bottom-Up and Top-Down Attention for Image Captioning and Visual Question Answering. CVPR Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang
2018	A*	`conf`	CleanNet: Transfer Learning for Scalable Image Classifier Training With Label Noise. CVPR Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
2018	Misc	`conf`	Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy. ICASSP Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
2018	J	`jnl`	Constrained Convolutional-Recurrent Networks to Improve Speech Quality with Low Impact on Recognition Accuracy. CoRR Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
2018	—	`conf`	Deep Communicating Agents for Abstractive Summarization. NAACL-HLT Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi
2018	J	`jnl`	Deep Communicating Agents for Abstractive Summarization. CoRR Asli Celikyilmaz, Antoine Bosselut, Xiaodong He, Yejin Choi
2018	—	`conf`	Deep Reinforcement Learning for NLP. ACL (5) William Yang Wang, Jiwei Li, Xiaodong He
2018	—	`conf`	Discourse-Aware Neural Rewards for Coherent Text Generation. NAACL-HLT Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi
2018	J	`jnl`	Discourse-Aware Neural Rewards for Coherent Text Generation. CoRR Antoine Bosselut, Asli Celikyilmaz, Xiaodong He, Jianfeng Gao, Po-Sen Huang, Yejin Choi
2018	J	`jnl`	End-to-end Structure-Aware Convolutional Networks for Knowledge Base Completion. CoRR Chao Shang, Yun Tang, Jing Huang, Jinbo Bi, Xiaodong He, Bowen Zhou
2018	J	`jnl`	From Eliza to XiaoIce: Challenges and Opportunities with Social Chatbots. CoRR Heung-Yeung Shum, Xiaodong He, Di Li
2018	J	`jnl`	From Eliza to XiaoIce: challenges and opportunities with social chatbots. Frontiers Inf. Technol. Electron. Eng. Heung-Yeung Shum, Xiaodong He, Di Li
2018	J	`jnl`	Generating Diverse and Accurate Visual Captions by Comparative Adversarial Learning. CoRR Dianqi Li, Qiuyuan Huang, Xiaodong He, Lei Zhang, Ming-Ting Sun
2018	J	`jnl`	Hierarchically Structured Reinforcement Learning for Topically Coherent Visual Story Generation. CoRR Qiuyuan Huang, Zhe Gan, Asli Celikyilmaz, Dapeng Oliver Wu, Jianfeng Wang, Xiaodong He
2018	—	`conf`	Natural Language to Structured Query Generation via Meta-Learning. NAACL-HLT (2) Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih, Xiaodong He
2018	J	`jnl`	Natural Language to Structured Query Generation via Meta-Learning. CoRR Po-Sen Huang, Chenglong Wang, Rishabh Singh, Wen-tau Yih, Xiaodong He
2018	—	`conf`	On the Discrimination-Generalization Tradeoff in GANs. ICLR (Poster) Pengchuan Zhang, Qiang Liu, Dengyong Zhou, Tao Xu, Xiaodong He
2018	A*	`conf`	Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations. EMNLP Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih
2018	J	`jnl`	Policy Shaping and Generalized Update Equations for Semantic Parsing from Denotations. CoRR Dipendra Misra, Ming-Wei Chang, Xiaodong He, Wen-tau Yih
2018	A*	`conf`	Question-Answering with Grammatically-Interpretable Representations. AAAI Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
2018	—	`conf`	Stacked Cross Attention for Image-Text Matching. ECCV (4) Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He
2018	J	`jnl`	Stacked Cross Attention for Image-Text Matching. CoRR Kuang-Huei Lee, Xi Chen, Gang Hua, Houdong Hu, Xiaodong He
2018	—	`conf`	Tensor Product Generation Networks for Deep NLP Modeling. NAACL-HLT Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
2018	J	`jnl`	The Neural Painter: Multi-Turn Image Generation. CoRR Ryan Y. Benmalek, Claire Cardie, Serge J. Belongie, Xiaodong He, Jianfeng Gao
2018	A*	`conf`	Tips and Tricks for Visual Question Answering: Learnings From the 2017 Challenge. CVPR Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel
2017	J	`jnl`	A Neural-Symbolic Approach to Natural Language Tasks. CoRR Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
2017	—	`conf`	Adversarial Ranking for Language Generation. NIPS Kevin Lin, Dianqi Li, Xiaodong He, Ming-Ting Sun, Zhengyou Zhang
2017	J	`jnl`	Adversarial Ranking for Language Generation. CoRR Kevin Lin, Dianqi Li, Xiaodong He, Zhengyou Zhang, Ming-Ting Sun
2017	J	`jnl`	AttnGAN: Fine-Grained Text to Image Generation with Attentional Generative Adversarial Networks. CoRR Tao Xu, Pengchuan Zhang, Qiuyuan Huang, Han Zhang, Zhe Gan, Xiaolei Huang, Xiaodong He
2017	J	`jnl`	Bottom-Up and Top-Down Attention for Image Captioning and VQA. CoRR Peter Anderson, Xiaodong He, Chris Buehler, Damien Teney, Mark Johnson, Stephen Gould, Lei Zhang
2017	J	`jnl`	Character-level Deep Conflation for Business Data Analytics. CoRR Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng
2017	Misc	`conf`	Character-level deep conflation for business data analytics. ICASSP Zhe Gan, P. D. Singh, Ameet Joshi, Xiaodong He, Jianshu Chen, Jianfeng Gao, Li Deng
2017	J	`jnl`	CleanNet: Transfer Learning for Scalable Image Classifier Training with Label Noise. CoRR Kuang-Huei Lee, Xiaodong He, Lei Zhang, Linjun Yang
2017	J	`jnl`	Deep Learning for Image-to-Text Generation: A Technical Overview. IEEE Signal Process. Mag. Xiaodong He, Li Deng
2017	J	`jnl`	Deep Learning of Grammatically-Interpretable Representations Through Question-Answering. CoRR Hamid Palangi, Paul Smolensky, Xiaodong He, Li Deng
2017	A*	`conf`	Deep Learning with Low Precision by Half-Wave Gaussian Quantization. CVPR Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos
2017	J	`jnl`	Deep Learning with Low Precision by Half-wave Gaussian Quantization. CoRR Zhaowei Cai, Xiaodong He, Jian Sun, Nuno Vasconcelos
2017	J	`jnl`	Editorial. Mach. Transl. Qun Liu, Xiaodong He, Hermann Ney
2017	A*	`conf`	Learning Generic Sentence Representations Using Convolutional Neural Networks. EMNLP Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin
2017	J	`jnl`	Multiple-Kernel Based Vehicle Tracking Using 3D Deformable Model and Camera Self-Calibration. CoRR Zheng Tang, Gaoang Wang, Tao Liu, Young-Gun Lee, Adwin Jahn, Xu Liu, Xiaodong He, Jenq-Neng Hwang
2017	J	`jnl`	On the Discrimination-Generalization Tradeoff in GANs. CoRR Pengchuan Zhang, Qiang Liu, Dengyong Zhou, Tao Xu, Xiaodong He
2017	J	`jnl`	Reinforcement Learning To Adapt Speech Enhancement to Instantaneous Input Signal Quality. CoRR Rasool Fakoor, Xiaodong He, Ivan Tashev, Shuayb Zarar
2017	J	`jnl`	Reinforcement Learning with External Knowledge and Two-Stage Q-functions for Predicting Popular Reddit Threads. CoRR Ji He, Mari Ostendorf, Xiaodong He
2017	A*	`conf`	Semantic Compositional Networks for Visual Captioning. CVPR Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng
2017	A*	`conf`	StyleNet: Generating Attractive Visual Captions with Styles. CVPR Chuang Gan, Zhe Gan, Xiaodong He, Jianfeng Gao, Li Deng
2017	J	`jnl`	Tensor Product Generation Networks. CoRR Qiuyuan Huang, Paul Smolensky, Xiaodong He, Li Deng, Dapeng Oliver Wu
2017	J	`jnl`	Tips and Tricks for Visual Question Answering: Learnings from the 2017 Challenge. CoRR Damien Teney, Peter Anderson, Xiaodong He, Anton van den Hengel
2017	A*	`conf`	Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. EMNLP David Golub, Po-Sen Huang, Xiaodong He, Li Deng
2017	J	`jnl`	Two-Stage Synthesis Networks for Transfer Learning in Machine Comprehension. CoRR David Golub, Po-Sen Huang, Xiaodong He, Li Deng
2016	—	`conf`	A Corpus and Cloze Evaluation for Deeper Understanding of Commonsense Stories. HLT-NAACL Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James F. Allen
2016	J	`jnl`	A Corpus and Evaluation Framework for Deeper Understanding of Commonsense Stories. CoRR Nasrin Mostafazadeh, Nathanael Chambers, Xiaodong He, Devi Parikh, Dhruv Batra, Lucy Vanderwende, Pushmeet Kohli, James F. Allen
2016	J	`jnl`	Basic Reasoning with Tensor Product Representations. CoRR Paul Smolensky, Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng
2016	A*	`conf`	Bi-directional Attention with Agreement for Dependency Parsing. EMNLP Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng
2016	J	`jnl`	Bi-directional Attention with Agreement for Dependency Parsing. CoRR Hao Cheng, Hao Fang, Xiaodong He, Jianfeng Gao, Li Deng
2016	A*	`conf`	Character-Level Question Answering with Attention. EMNLP Xiaodong He, David Golub
2016	J	`jnl`	Character-Level Question Answering with Attention. CoRR David Golub, Xiaodong He
2016	A*	`conf`	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting Popular Reddit Threads. EMNLP Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng
2016	J	`jnl`	Deep Reinforcement Learning with a Combinatorial Action Space for Predicting and Tracking Popular Discussion Threads. CoRR Ji He, Mari Ostendorf, Xiaodong He, Jianshu Chen, Jianfeng Gao, Lihong Li, Li Deng
2016	—	`conf`	Deep Reinforcement Learning with a Natural Language Action Space. ACL (1) Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
2016	J	`jnl`	Deep Sentence Embedding Using Long Short-Term Memory Networks: Analysis and Application to Information Retrieval. IEEE ACM Trans. Audio Speech Lang. Process. Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
2016	—	`conf`	Enhancing Retrieval and Ranking Performance for Media Search Engine by Deep Learning. HICSS Xugang Ye, Jingjing Li, Zijie Qi, Xiaodong He
2016	—	`conf`	Generating Natural Questions About an Image. ACL (1) Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
2016	J	`jnl`	Generating Natural Questions About an Image. CoRR Nasrin Mostafazadeh, Ishan Misra, Jacob Devlin, Larry Zitnick, Margaret Mitchell, Xiaodong He, Lucy Vanderwende
2016	—	`conf`	Hierarchical Attention Networks for Document Classification. HLT-NAACL Zichao Yang, Diyi Yang, Chris Dyer, Xiaodong He, Alexander J. Smola, Eduard H. Hovy
2016	Misc	`conf`	Interpreting the prediction process of a deep network constructed from supervised topic models. ICASSP Jianshu Chen, Ji He, Xiaodong He, Lin Xiao, Jianfeng Gao, Li Deng
2016	—	`conf`	MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition. ECCV (3) Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao
2016	J	`jnl`	MS-Celeb-1M: A Dataset and Benchmark for Large-Scale Face Recognition. CoRR Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao
2016	—	`conf`	MS-Celeb-1M: Challenge of Recognizing One Million Celebrities in the Real World. IMAWM Yandong Guo, Lei Zhang, Yuxiao Hu, Xiaodong He, Jianfeng Gao
2016	A*	`conf`	Multi-Rate Deep Learning for Temporal Recommendation. SIGIR Yang Song, Ali Mamdouh Elkahky, Xiaodong He
2016	A*	`conf`	Reasoning in Vector Space: An Exploratory Study of Question Answering. ICLR (Poster) Moontae Lee, Xiaodong He, Wen-tau Yih, Jianfeng Gao, Li Deng, Paul Smolensky
2016	—	`conf`	Rich Image Captioning in the Wild. CVPR Workshops Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun
2016	J	`jnl`	Rich Image Captioning in the Wild. CoRR Kenneth Tran, Xiaodong He, Lei Zhang, Jian Sun, Cornelia Carapcea, Chris Thrasher, Chris Buehler, Chris Sienkiewicz
2016	J	`jnl`	Semantic Compositional Networks for Visual Captioning. CoRR Zhe Gan, Chuang Gan, Xiaodong He, Yunchen Pu, Kenneth Tran, Jianfeng Gao, Lawrence Carin, Li Deng
2016	A*	`conf`	Stacked Attention Networks for Image Question Answering. CVPR Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola
2016	A*	`conf`	Table Cell Search for Question Answering. WWW Huan Sun, Hao Ma, Xiaodong He, Wen-tau Yih, Yu Su, Xifeng Yan
2016	J	`jnl`	Unsupervised Learning of Predictors from Unpaired Input-Output Samples. CoRR Jianshu Chen, Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng
2016	J	`jnl`	Unsupervised Learning of Sentence Representations using Convolutional Neural Networks. CoRR Zhe Gan, Yunchen Pu, Ricardo Henao, Chunyuan Li, Xiaodong He, Lawrence Carin
2016	—	`conf`	Visual Storytelling. HLT-NAACL Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2016	J	`jnl`	Visual Storytelling. CoRR Ting-Hao (Kenneth) Huang, Francis Ferraro, Nasrin Mostafazadeh, Ishan Misra, Aishwarya Agrawal, Jacob Devlin, Ross B. Girshick, Xiaodong He, Pushmeet Kohli, Dhruv Batra, C. Lawrence Zitnick, Devi Parikh, Lucy Vanderwende, Michel Galley, Margaret Mitchell
2016	Misc	`conf`	Zero-shot learning of intent embeddings for expansion by convolutional deep structured semantic models. ICASSP Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
2015	—	`conf`	A Deep Embedding Model for Co-occurrence Learning. ICDM Workshops Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng
2015	J	`jnl`	A Deep Embedding Model for Co-occurrence Learning. CoRR Yelong Shen, Ruoming Jin, Jianshu Chen, Xiaodong He, Jianfeng Gao, Li Deng
2015	A*	`conf`	A Multi-View Deep Learning Approach for Cross Domain User Modeling in Recommendation Systems. WWW Ali Mamdouh Elkahky, Yang Song, Xiaodong He
2015	—	`conf`	Data Selection With Fewer Words. WMT@EMNLP Amittai Axelrod, Philip Resnik, Xiaodong He, Mari Ostendorf
2015	—	`conf`	Deep Learning and Continuous Representations for Natural Language Processing. HLT-NAACL Wen-tau Yih, Xiaodong He, Jianfeng Gao
2015	J	`jnl`	Deep Reinforcement Learning with an Unbounded Action Space. CoRR Ji He, Jianshu Chen, Xiaodong He, Jianfeng Gao, Lihong Li, Li Deng, Mari Ostendorf
2015	J	`jnl`	Deep Sentence Embedding Using the Long Short Term Memory Network: Analysis and Application to Information Retrieval. CoRR Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
2015	C	`conf`	Detecting actionable items in meetings by convolutional deep structured semantic models. ASRU Yun-Nung Chen, Dilek Hakkani-Tür, Xiaodong He
2015	—	`conf`	Embedding Entities and Relations for Learning and Inference in Knowledge Bases. ICLR (Poster) Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
2015	—	`conf`	End-to-end Learning of LDA by Mirror-Descent Back Propagation over a Deep Architecture. NIPS Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
2015	J	`jnl`	End-to-end Learning of Latent Dirichlet Allocation by Mirror-Descent Back Propagation. CoRR Jianshu Chen, Ji He, Yelong Shen, Lin Xiao, Xiaodong He, Jianfeng Gao, Xinying Song, Li Deng
2015	A*	`conf`	From captions to visual concepts and back. CVPR Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
2015	—	`conf`	Generalized Learning of Neural Network Based Semantic Similarity Models and Its Application in Movie Search. ICDM Workshops Xugang Ye, Zijie Qi, Xinying Song, Xiaodong He, Dan Massey
2015	J	`jnl`	Introduction to the Special Section on Continuous Space and Related Methods in Natural Language Processing. IEEE ACM Trans. Audio Speech Lang. Process. Haizhou Li, Marcello Federico, Xiaodong He, Helen M. Meng, Isabel Trancoso
2015	—	`conf`	Language Models for Image Captioning: The Quirks and What Works. ACL (2) Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
2015	J	`jnl`	Language Models for Image Captioning: The Quirks and What Works. CoRR Jacob Devlin, Hao Cheng, Hao Fang, Saurabh Gupta, Li Deng, Xiaodong He, Geoffrey Zweig, Margaret Mitchell
2015	J	`jnl`	Recurrent Reinforcement Learning: A Hybrid Approach. CoRR Xiujun Li, Lihong Li, Jianfeng Gao, Xiaodong He, Jianshu Chen, Li Deng, Ji He
2015	—	`conf`	Representation Learning Using Multi-Task Deep Neural Networks for Semantic Classification and Information Retrieval. HLT-NAACL Xiaodong Liu, Jianfeng Gao, Xiaodong He, Li Deng, Kevin Duh, Ye-Yi Wang
2015	—	`conf`	Semantic Parsing via Staged Query Graph Generation: Question Answering with Knowledge Base. ACL (1) Wen-tau Yih, Ming-Wei Chang, Xiaodong He, Jianfeng Gao
2015	J	`jnl`	Stacked Attention Networks for Image Question Answering. CoRR Zichao Yang, Xiaodong He, Jianfeng Gao, Li Deng, Alexander J. Smola
2015	J	`jnl`	Using Recurrent Neural Networks for Slot Filling in Spoken Language Understanding. IEEE ACM Trans. Audio Speech Lang. Process. Grégoire Mesnil, Yann N. Dauphin, Kaisheng Yao, Yoshua Bengio, Li Deng, Dilek Hakkani-Tür, Xiaodong He, Larry P. Heck, Gökhan Tür, Dong Yu, Geoffrey Zweig
2014	A	`conf`	A Latent Semantic Model with Convolutional-Pooling Structure for Information Retrieval. CIKM Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil
2014	A	`conf`	Adapting deep RankNet for personalized search. WSDM Yang Song, Hongning Wang, Xiaodong He
2014	J	`jnl`	From Captions to Visual Concepts and Back. CoRR Hao Fang, Saurabh Gupta, Forrest N. Iandola, Rupesh Kumar Srivastava, Li Deng, Piotr Dollár, Jianfeng Gao, Xiaodong He, Margaret Mitchell, John C. Platt, C. Lawrence Zitnick, Geoffrey Zweig
2014	—	`conf`	Learning Continuous Phrase Representations for Translation Modeling. ACL (1) Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng
2014	J	`jnl`	Learning Multi-Relational Semantics Using Neural-Embedding Models. CoRR Bishan Yang, Wen-tau Yih, Xiaodong He, Jianfeng Gao, Li Deng
2014	—	`conf`	Learning semantic representations using convolutional neural networks for web search. WWW (Companion Volume) Yelong Shen, Xiaodong He, Jianfeng Gao, Li Deng, Grégoire Mesnil
2014	A*	`conf`	Modeling Interestingness with Deep Neural Networks. EMNLP Jianfeng Gao, Patrick Pantel, Michael Gamon, Xiaodong He, Li Deng
2014	A*	`conf`	Modeling action-level satisfaction for search task satisfaction prediction. SIGIR Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ahmed Hassan Awadallah, Ryen W. White
2014	J	`jnl`	Semantic Modelling with Long-Short-Term Memory for Information Retrieval. CoRR Hamid Palangi, Li Deng, Yelong Shen, Jianfeng Gao, Xiaodong He, Jianshu Chen, Xinying Song, Rabab K. Ward
2014	—	`conf`	Semantic Parsing for Single-Relation Question Answering. ACL (2) Wen-tau Yih, Xiaodong He, Christopher Meek
2013	Misc	`conf`	Deep stacking networks for information retrieval. ICASSP Li Deng, Xiaodong He, Jianfeng Gao
2013	Misc	`conf`	End-to-end learning of parsing models for information retrieval. ICASSP Jennifer Gillenwater, Xiaodong He, Jianfeng Gao, Li Deng
2013	A*	`conf`	Enhancing personalized search by mining and modeling task behavior. WWW Ryen W. White, Wei Chu, Ahmed Hassan Awadallah, Xiaodong He, Yang Song, Hongning Wang
2013	A	`conf`	Investigation of recurrent-neural-network architectures and learning methods for spoken language understanding. INTERSPEECH Grégoire Mesnil, Xiaodong He, Li Deng, Yoshua Bengio
2013	J	`jnl`	Learning Semantic Representations for the Phrase Translation Model. CoRR Jianfeng Gao, Xiaodong He, Wen-tau Yih, Li Deng
2013	A	`conf`	Learning deep structured semantic models for web search using clickthrough data. CIKM Po-Sen Huang, Xiaodong He, Jianfeng Gao, Li Deng, Alex Acero, Larry P. Heck
2013	A*	`conf`	Learning to extract cross-session search tasks. WWW Hongning Wang, Yang Song, Ming-Wei Chang, Xiaodong He, Ryen W. White, Wei Chu
2013	—	`conf`	MSR-FBK IWSLT 2013 SLT system description. IWSLT (Evaluation Campaign) Anthony Aue, Qin Gao, Hany Hassan, Xiaodong He, Gang Li, Nicholas Ruiz, Frank Seide
2013	Misc	`conf`	Multi-style adaptive training for robust cross-lingual spoken language understanding. ICASSP Xiaodong He, Li Deng, Dilek Hakkani-Tür, Gökhan Tür
2013	J	`jnl`	Optimization Algorithms and Applications for Speech and Language Processing. IEEE Trans. Speech Audio Process. Stephen J. Wright, Dimitri Kanevsky, Li Deng, Xiaodong He, Georg Heigold, Haizhou Li
2013	A*	`conf`	Personalized ranking model adaptation for web search. SIGIR Hongning Wang, Xiaodong He, Ming-Wei Chang, Yang Song, Ryen W. White, Wei Chu
2013	Misc	`conf`	Random features for Kernel Deep Convex Network. ICASSP Po-Sen Huang, Li Deng, Mark Hasegawa-Johnson, Xiaodong He
2013	Misc	`conf`	Recent advances in deep learning for speech research at Microsoft. ICASSP Li Deng, Jinyu Li, Jui-Ting Huang, Kaisheng Yao, Dong Yu, Frank Seide, Michael L. Seltzer, Geoffrey Zweig, Xiaodong He, Jason D. Williams, Yifan Gong, Alex Acero
2013	J	`jnl`	Speech-Centric Information Processing: An Optimization-Oriented Approach. Proc. IEEE Xiaodong He, Li Deng
2013	—	`conf`	Training MRF-Based Phrase Translation Models using Gradient Ascent. HLT-NAACL Jianfeng Gao, Xiaodong He
2012	—	`conf`	Learning Lexicon Models from Search Logs for Query Expansion. EMNLP-CoNLL Jianfeng Gao, Shasha Xie, Xiaodong He, Alnur Ali
2012	—	`conf`	Maximum Expected BLEU Training of Phrase and Lexicon Translation Models. ACL (1) Xiaodong He, Li Deng
2012	Misc	`conf`	New methods and evaluation experiments on translating TED talks in the IWSLT benchmark. ICASSP Amittai Axelrod, Xiaodong He, Li Deng, Alex Acero, Mei-Yuh Hwang
2012	Misc	`conf`	Optimization in speech-centric information processing: Criteria and techniques. ICASSP Xiaodong He, Li Deng
2012	—	`conf`	Review of Hypothesis Alignment Algorithms for MT System Combination via Confusion Network Decoding. WMT@NAACL-HLT Antti-Veikko I. Rosti, Xiaodong He, Damianos G. Karakos, Gregor Leusch, Yuan Cao, Markus Freitag, Spyros Matsoukas, Hermann Ney, Jason Smith, Bing Zhang
2012	Misc	`conf`	Towards deeper understanding: Deep convex networks for semantic utterance classification. ICASSP Gökhan Tür, Li Deng, Dilek Hakkani-Tür, Xiaodong He
2012	—	`conf`	Use of kernel deep convex networks and end-to-end learning for spoken language understanding. SLT Li Deng, Gökhan Tür, Xiaodong He, Dilek Hakkani-Tür
2011	Misc	`conf`	A novel decision function and the associated decision-feedback learning for speech translation. ICASSP Yaodong Zhang, Li Deng, Xiaodong He, Alex Acero
2011	A*	`conf`	Domain Adaptation via Pseudo In-Domain Data Selection. EMNLP Amittai Axelrod, Xiaodong He, Jianfeng Gao
2011	A	`conf`	Robust Speech Translation by Domain Adaptation. INTERSPEECH Xiaodong He, Li Deng
2011	J	`jnl`	Speech Recognition, Machine Translation, and Speech Translation - A Unified Discriminative Learning Paradigm [Lecture Notes]. IEEE Signal Process. Mag. Xiaodong He, Li Deng
2011	—	`conf`	The MSR SYSTEM for IWSLT 2011 evaluation. IWSLT Xiaodong He, Amittai Axelrod, Li Deng, Alex Acero, Mei-Yuh Hwang, Alisa Nguyen, Andrew Wang, Xiahui Huang
2011	Misc	`conf`	Why word error rate is not a good metric for speech recognizer training for the speech translation task? ICASSP Xiaodong He, Li Deng, Alex Acero
2010	A	`conf`	Clickthrough-based translation models for web search: from word models to phrase models. CIKM Jianfeng Gao, Xiaodong He, Jian-Yun Nie
2010	J	`jnl`	Introduction to the Issue on Statistical Learning Methods for Speech and Language Processing. IEEE J. Sel. Top. Signal Process. Xiaodong He, Li Deng, Roland Kuhn, Helen M. Meng, Samy Bengio
2009	J	`jnl`	Improved Monolingual Hypothesis Alignment for Machine Translation System Combination. ACM Trans. Asian Lang. Inf. Process. Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore
2009	—	`conf`	Incremental HMM Alignment for MT System Combination. ACL/IJCNLP Chi-Ho Li, Xiaodong He, Yupeng Liu, Ning Xi
2009	A*	`conf`	Joint Optimization for Machine Translation System Combination. EMNLP Xiaodong He, Kristina Toutanova
2009	—	`conf`	Using N-gram based Features for Machine Translation System Combination. HLT-NAACL (Short Papers) Yong Zhao, Xiaodong He
2008	—	`book`	Discriminative Learning for Speech Recognition: Theory and Practice Discriminative Learning for Speech Recognition Xiaodong He, Li Deng
2008	J	`jnl`	Discriminative learning in sequential pattern recognition. IEEE Signal Process. Mag. Xiaodong He, Li Deng, Wu Chou
2008	A*	`conf`	Indirect-HMM-based Hypothesis Alignment for Combining Outputs from Machine Translation Systems. EMNLP Xiaodong He, Mei Yang, Jianfeng Gao, Patrick Nguyen, Robert Moore
2008	J	`jnl`	Large-margin minimum classification error training: A theoretical risk minimization perspective. Comput. Speech Lang. Dong Yu, Li Deng, Xiaodong He, Alex Acero
2007	J	`jnl`	A new look at discriminative training for hidden Markov models. Pattern Recognit. Lett. Xiaodong He, Li Deng
2007	—	`conf`	Automatic validation of terminology translation consistenscy with statistical method. MTSummit Masaki Itagaki, Takako Aikawa, Xiaodong He
2007	—	`conf`	Large-Margin Minimum Classification Error Training for Large-Scale Speech Recognition Tasks. ICASSP (4) Dong Yu, Li Deng, Xiaodong He, Alex Acero
2007	A	`conf`	Phone-discriminating minimum classification error (p-MCE) training for phonetic recognition. INTERSPEECH Qian Qian, Xiaodong He, Li Deng
2007	J	`jnl`	Prior knowledge guided maximum expected likelihood based model selection and adaptation for nonnative speech recognition. Comput. Speech Lang. Xiaodong He, Yunxin Zhao
2007	—	`conf`	Training Non-Parametric Features for Statistical Machine Translation. WMT@ACL Patrick Nguyen, Milind Mahajan, Xiaodong He
2007	—	`conf`	Using Word-Dependent Transition Models in HMM-Based Word Alignment for Statistical Machine Translation. WMT@ACL Xiaodong He
2006	C	`conf`	A Novel Learning Method for Hidden Markov Models in Speech and Audio Processing. MMSP Xiaodong He, Li Deng, Wu Chou
2006	A	`conf`	Robust feature space adaptation for telephony speech recognition. INTERSPEECH Xin Lei, Jon Hamaker, Xiaodong He
2006	A	`conf`	Use of incrementally regulated discriminative margins in MCE training for speech recognition. INTERSPEECH Dong Yu, Li Deng, Xiaodong He, Alex Acero
2004	—	`conf`	Prior knowledge guided MEL based model selection and adaptation for nonnative speech recognition. ICASSP (1) Xiaodong He, Yunxin Zhao
2003	J	`jnl`	Fast model selection based speaker adaptation for nonnative speech. IEEE Trans. Speech Audio Process. Xiaodong He, Yunxin Zhao
2003	A	`conf`	Maximum a posteriori linear regression (MAPLR) variance adaptation for continuous density HMMS. INTERSPEECH Wu Chou, Xiaodong He
2003	A	`conf`	Minimum classification error (MCE) model adaptation of continuous density HMMS. INTERSPEECH Xiaodong He, Wu Chou
2003	—	`conf`	Minimum classification error linear regression for acoustic model adaptation of continuous density HMMs. ICASSP (1) Xiaodong He, Wu Chou
2003	A	`conf`	minimum classification error linear regression for acoustic model adaptation of continuous density HMMS. ICME Xiaodong He, Wu Chou
2002	Misc	`conf`	Fast model adaptation and complexity selection for nonnative English speakers. ICASSP Xiaodong He, Yunxin Zhao
2002	A	`conf`	Maximum expected likelihood based model selection and adaptation for nonnative English speakers. INTERSPEECH Xiaodong He, Yunxin Zhao
2001	A	`conf`	Model complexity optimization for nonnative English speakers. INTERSPEECH Xiaodong He, Yunxin Zhao
2000	A	`conf`	A combined adaptive and decision tree based speech separation technique for telemedicine applications. INTERSPEECH Yunxin Zhao, Xiao Zhang, Xiaodong He, Laura Schopp
1999	—	`conf`	A new hybrid structure of speech recognizer based on HMM and neural network. EUROSPEECH Jianlai Zhou, Xiaodong He, Tiecheng Yu, Fuyuan Mo
1999	—	`conf`	Research on speech units modeling in continuous speech recognition. EUROSPEECH Xiaodong He, Jian Liu, Jianlai Zhou, Tiecheng Yu
1999	—	`conf`	Study on tone classification of Chinese continuous speech in speech recognition system. EUROSPEECH Jian Liu, Xiaodong He, Fuyuan Mo, Tiecheng Yu