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CSI Sensing from Heterogeneous User Feedbacks: A Constrained Phase Retrieval Approach



Lei Li , Xing Zeng , Ya-Feng Liu , Yanqing Xu , Tsung-Hui Chang

* This work has been submitted to the IEEE for possible publication. Copyright may be transferred without notice, after which this version may no longer be accessible 

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On the Impact of Noises in Crowd-Sourced Data for Speech Translation



Siqi Ouyang , Rong Ye , Lei Li

* Accepted to IWSLT 2022 as a scientific paper 

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On the Learning of Non-Autoregressive Transformers



Fei Huang , Tianhua Tao , Hao Zhou , Lei Li , Minlie Huang

* accepted at ICML2022 

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Decoupling Predictions in Distributed Learning for Multi-Center Left Atrial MRI Segmentation



Zheyao Gao , Lei Li , Fuping Wu , Sihan Wang , Xiahai Zhuang

* Accepted by MICCAI 2022 

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Rethinking the Openness of CLIP



Shuhuai Ren , Lei Li , Xuancheng Ren , Guangxiang Zhao , Xu Sun

* 21 pages, 13 figures 

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Decoupling Knowledge from Memorization: Retrieval-augmented Prompt Learning



Xiang Chen , Lei Li , Ningyu Zhang , Xiaozhuan Liang , Shumin Deng , Chuanqi Tan , Fei Huang , Luo Si , Huajun Chen

* Work in progress 

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Enhancing Cross-lingual Transfer by Manifold Mixup



Huiyun Yang , Huadong Chen , Hao Zhou , Lei Li

* Accepted to ICLR2022 

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Good Visual Guidance Makes A Better Extractor: Hierarchical Visual Prefix for Multimodal Entity and Relation Extraction



Xiang Chen , Ningyu Zhang , Lei Li , Yunzhi Yao , Shumin Deng , Chuanqi Tan , Fei Huang , Luo Si , Huajun Chen

* Accepted by NAACL 2022 

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Cross-modal Contrastive Learning for Speech Translation



Rong Ye , Mingxuan Wang , Lei Li

* NAACL 2022 main conference (Long Paper) 

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Hybrid Transformer with Multi-level Fusion for Multimodal Knowledge Graph Completion



Xiang Chen , Ningyu Zhang , Lei Li , Shumin Deng , Chuanqi Tan , Changliang Xu , Fei Huang , Luo Si , Huajun Chen

* Accepted by SIGIR 2022 

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