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RFormer: Transformer-based Generative Adversarial Network for Real Fundus Image Restoration on A New Clinical Benchmark


Jan 03, 2022
Zhuo Deng, Yuanhao Cai, Lu Chen, Zheng Gong, Qiqi Bao, Xue Yao, Dong Fang, Shaochong Zhang, Lan Ma

* The First Benchmark and First Transformer-based Method for Real Clinical Fundus Image Restoration 

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ST2Vec: Spatio-Temporal Trajectory Similarity Learning in Road Networks


Dec 17, 2021
Ziquan Fang, Yuntao Du, Xinjun Zhu, Lu Chen, Yunjun Gao, Christian S. Jensen


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Few-Shot NLU with Vector Projection Distance and Abstract Triangular CRF


Dec 09, 2021
Su Zhu, Lu Chen, Ruisheng Cao, Zhi Chen, Qingliang Miao, Kai Yu

* Accepted by NLPCC 2021 

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FastSGD: A Fast Compressed SGD Framework for Distributed Machine Learning


Dec 08, 2021
Keyu Yang, Lu Chen, Zhihao Zeng, Yunjun Gao


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Machine Learning-Based Soft Sensors for Vacuum Distillation Unit


Nov 19, 2021
Kamil Oster, Stefan Güttel, Lu Chen, Jonathan L. Shapiro, Megan Jobson

* 9 pages; 7 figures; Conference Proceedings of 2021 AIChE Annual Meeting (7th - 19th November 2021) 

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A Unified Game-Theoretic Interpretation of Adversarial Robustness


Nov 08, 2021
Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Yiting Chen, Xu Cheng, Xin Wang, Meng Zhou, Jie Shi, Quanshi Zhang

* the previous version is arXiv:2103.07364, but I mistakenly apply a new ID for the paper 

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SMS: An Efficient Source Model Selection Framework for Model Reuse


Oct 18, 2021
Minjun Zhao, Lu Chen, Keyu Yang, Yuntao Du, Yunjun Gao


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Copy-Move Image Forgery Detection Based on Evolving Circular Domains Coverage


Sep 09, 2021
Shilin Lu, Xinghong Hu, Chengyou Wang, Lu Chen, Shulu Han, Yuejia Han


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Pre-treatment of outliers and anomalies in plant data: Methodology and case study of a Vacuum Distillation Unit


Jun 17, 2021
Kamil Oster, Stefan Güttel, Jonathan L. Shapiro, Lu Chen, Megan Jobson

* 33 pages, 20 figures, submitted to the Journal of Process Control (ref: JPROCONT-D-21-00332) 

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LGESQL: Line Graph Enhanced Text-to-SQL Model with Mixed Local and Non-Local Relations


Jun 10, 2021
Ruisheng Cao, Lu Chen, Zhi Chen, Yanbin Zhao, Su Zhu, Kai Yu

* 15 pages, 8 figures, accepted to ACL 2021 main conference 

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Decoupled Dialogue Modeling and Semantic Parsing for Multi-Turn Text-to-SQL


Jun 09, 2021
Zhi Chen, Lu Chen, Hanqi Li, Ruisheng Cao, Da Ma, Mengyue Wu, Kai Yu

* 12 pages, 3 figures, accepted to Findings of ACL 2021 

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ShadowGNN: Graph Projection Neural Network for Text-to-SQL Parser


Apr 14, 2021
Zhi Chen, Lu Chen, Yanbin Zhao, Ruisheng Cao, Zihan Xu, Su Zhu, Kai Yu

* Accepted at NAACL2021, 11 pages, 4 figures 

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Game-theoretic Understanding of Adversarially Learned Features


Mar 12, 2021
Jie Ren, Die Zhang, Yisen Wang, Lu Chen, Zhanpeng Zhou, Xu Cheng, Xin Wang, Yiting Chen, Jie Shi, Quanshi Zhang


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LET: Linguistic Knowledge Enhanced Graph Transformer for Chinese Short Text Matching


Feb 25, 2021
Boer Lyu, Lu Chen, Su Zhu, Kai Yu

* Accepted by AAAI 2021; 9 pages, 5 figures 

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WebSRC: A Dataset for Web-Based Structural Reading Comprehension


Jan 23, 2021
Lu Chen, Xingyu Chen, Zihan Zhao, Danyang Zhang, Jiabao Ji, Ao Luo, Yuxuan Xiong, Kai Yu

* 13 pages, 9 figures 

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Searching Personalized $k$-wing in Large and Dynamic Bipartite Graphs


Jan 05, 2021
Aman Abidi, Lu Chen, Rui Zhou, Chengfei Liu

* 13 pages, 10 figures and 4 tables 

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FAWA: Fast Adversarial Watermark Attack on Optical Character Recognition (OCR) Systems


Dec 15, 2020
Lu Chen, Jiao Sun, Wei Xu

* 16 pages, ECML/PKDD 2020 research trace 

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Improving Redundancy Availability: Dynamic Subtasks Modulation for Robots with Redundancy Insufficiency


Dec 10, 2020
Lu Chen, Lipeng Chen, Xiangchi Chen, Yi Ren, Longfei Zhao, Yue Wang, Rong Xiong


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An Investigation on Different Underlying Quantization Schemes for Pre-trained Language Models


Oct 14, 2020
Zihan Zhao, Yuncong Liu, Lu Chen, Qi Liu, Rao Ma, Kai Yu

* Accepted to NLPCC 2020 

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CREDIT: Coarse-to-Fine Sequence Generation for Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Zihan Xu, Yanbin Zhao, Su Zhu, Kai Yu

* 10 pages, 3 figures 

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Dual Learning for Dialogue State Tracking


Sep 22, 2020
Zhi Chen, Lu Chen, Yanbin Zhao, Su Zhu, Kai Yu

* 7 pages, 4 figures 

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Vector Projection Network for Few-shot Slot Tagging in Natural Language Understanding


Sep 22, 2020
Su Zhu, Ruisheng Cao, Lu Chen, Kai Yu


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Structured Hierarchical Dialogue Policy with Graph Neural Networks


Sep 22, 2020
Zhi Chen, Xiaoyuan Liu, Lu Chen, Kai Yu

* 10 pages, 4 figures 

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Distributed Structured Actor-Critic Reinforcement Learning for Universal Dialogue Management


Sep 22, 2020
Zhi Chen, Lu Chen, Xiaoyuan Liu, Kai Yu

* 12 pages, 7 figures 

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