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A Novel DeBERTa-based Model for Financial Question Answering Task


Jul 12, 2022
Yanbo J. Wang, Yuming Li, Hui Qin, Yuhang Guan, Sheng Chen

* 6 pages,3 figures,conference 

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Contrastive Information Transfer for Pre-Ranking Systems


Jul 07, 2022
Yue Cao, XiaoJiang Zhou, Peihao Huang, Yao Xiao, Dayao Chen, Sheng Chen

* 5 pages 

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Sampling Is All You Need on Modeling Long-Term User Behaviors for CTR Prediction


May 20, 2022
Yue Cao, XiaoJiang Zhou, Jiaqi Feng, Peihao Huang, Yao Xiao, Dayao Chen, Sheng Chen

* Under review, 11 pages 

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AutoFAS: Automatic Feature and Architecture Selection for Pre-Ranking System


May 19, 2022
Xiang Li, Xiaojiang Zhou, Yao Xiao, Peihao Huang, Dayao Chen, Sheng Chen, Yunsen Xian


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Transformer-Empowered 6G Intelligent Networks: From Massive MIMO Processing to Semantic Communication


May 08, 2022
Yang Wang, Zhen Gao, Dezhi Zheng, Sheng Chen, Deniz Gündüz, H. Vincent Poor


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Integrated Sensing and Communication with mmWave Massive MIMO: A Compressed Sampling Perspective


Jan 15, 2022
Ziwei Wan, Zhen Gao, Christos Masouros, Derrick Wing Kwan Ng, Sheng Chen

* 31 pages, 15 figures 

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CausalMTA: Eliminating the User Confounding Bias for Causal Multi-touch Attribution


Dec 21, 2021
Di Yao, Chang Gong, Lei Zhang, Sheng Chen, Jingping Bi

* 11 pages, 5 figures 

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CLIP2TV: An Empirical Study on Transformer-based Methods for Video-Text Retrieval


Nov 10, 2021
Zijian Gao, Jingyu Liu, Sheng Chen, Dedan Chang, Hao Zhang, Jinwei Yuan

* Tech Report 

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Physics-Guided Generative Adversarial Networks for Sea Subsurface Temperature Prediction


Nov 04, 2021
Yuxin Meng, Eric Rigall, Xueen Chen, Feng Gao, Junyu Dong, Sheng Chen

* This work has been accepted by IEEE TNNLS for publication. Our codes and datasets are available at https://github.com/mengyuxin520/PGGAN 

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Structure Parameter Optimized Kernel Based Online Prediction with a Generalized Optimization Strategy for Nonstationary Time Series


Aug 18, 2021
Jinhua Guo, Hao Chen, Jingxin Zhang, Sheng Chen

* Journal article submitted to T-SP 

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