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Neuro-symbolic Natural Logic with Introspective Revision for Natural Language Inference



Yufei Feng , Xiaoyu Yang , Xiaodan Zhu , Michael Greenspan

* To appear at TACL 2022, MIT Press 

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Two-Stage is Enough: A Concise Deep Unfolding Reconstruction Network for Flexible Video Compressive Sensing



Siming Zheng , Xiaoyu Yang , Xin Yuan


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Interpretable and Effective Reinforcement Learning for Attacking against Graph-based Rumor Detection



Yuefei Lyu , Xiaoyu Yang , Jiaxin Liu , Sihong Xie , Xi Zhang


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Knowledge Distillation for Neural Transducers from Large Self-Supervised Pre-trained Models



Xiaoyu Yang , Qiujia Li , Philip C. Woodland

* Submitted to ICASSP 2022 

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Exploring Decomposition for Table-based Fact Verification



Xiaoyu Yang , Xiaodan Zhu

* Accepted by Findings of EMNLP 2021 

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Unsupervised Pre-training with Structured Knowledge for Improving Natural Language Inference



Xiaoyu Yang , Xiaodan Zhu , Zhan Shi , Tianda Li


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SemEval-2021 Task 4: Reading Comprehension of Abstract Meaning



Boyuan Zheng , Xiaoyu Yang , Yu-Ping Ruan , Zhenhua Ling , Quan Liu , Si Wei , Xiaodan Zhu


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A High-Dynamic-Range Digital RF-Over-Fiber Link for MRI Receive Coils Using Delta-Sigma Modulation



Mingdong Fan , Robert W. Brown , Xi Gao , Soumyajit Mandal , Labros Petropoulos , Xiaoyu Yang , Shinya Handa , Hiroyuki Fujita

* Accepted for publication in the Review of Scientific Instruments 

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IA Planner: Motion Planning Using Instantaneous Analysis for Autonomous Vehicle in the Dense Dynamic Scenarios on Highways



Xiaoyu Yang , Huiyun Li


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