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Influence of the Binomial Crossover on Performance of Randomized Search Heuristics


Sep 29, 2021
Cong Wang, Yu Chen, Jun He, Xiufen Zou


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Graph-MVP: Multi-View Prototypical Contrastive Learning for Multiplex Graphs


Sep 08, 2021
Baoyu Jing, Yuejia Xiang, Xi Chen, Yu Chen, Hanghang Tong

* Preprint. Work in progress 

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Photonic-enabled radio-frequency self-interference cancellation incorporated in an in-band full-duplex radio-over-fiber system


Sep 01, 2021
Taixia Shi, Yu Chen, Yang Chen

* 13 pages, 8 figures 

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Model-based Decision Making with Imagination for Autonomous Parking


Aug 25, 2021
Ziyue Feng, Yu Chen, Shitao Chen, Nanning Zheng

* 2018 IEEE Intelligent Vehicles Symposium (IV) (pp. 2216-2223). IEEE 
* Published by IEEE IV 2018 

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A Cuckoo Quantum Evolutionary Algorithm for the Graph Coloring Problem


Aug 19, 2021
Yongjian Xu, Yu Chen


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Method Towards CVPR 2021 Image Matching Challenge


Aug 11, 2021
Xiaopeng Bi, Yu Chen, Xinyang Liu, Dehao Zhang, Ran Yan, Zheng Chai, Haotian Zhang, Xiao Liu


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Energy-based Unknown Intent Detection with Data Manipulation


Jul 27, 2021
Yawen Ouyang, Jiasheng Ye, Yu Chen, Xinyu Dai, Shujian Huang, Jiajun Chen

* 10 pages, 4 figures, accepted by Findings of ACL-IJCNLP 2021 

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CLIP2Video: Mastering Video-Text Retrieval via Image CLIP


Jun 21, 2021
Han Fang, Pengfei Xiong, Luhui Xu, Yu Chen


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Graph Neural Networks for Natural Language Processing: A Survey


Jun 10, 2021
Lingfei Wu, Yu Chen, Kai Shen, Xiaojie Guo, Hanning Gao, Shucheng Li, Jian Pei, Bo Long

* 127 pages 

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VeniBot: Towards Autonomous Venipuncture with Automatic Puncture Area and Angle Regression from NIR Images


May 27, 2021
Xu Cao, Zijie Chen, Bolin Lai, Yuxuan Wang, Yu Chen, Zhengqing Cao, Zhilin Yang, Nanyang Ye, Junbo Zhao, Xiao-Yun Zhou, Peng Qi


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VeniBot: Towards Autonomous Venipuncture with Semi-supervised Vein Segmentation from Ultrasound Images


May 27, 2021
Yu Chen, Yuxuan Wang, Bolin Lai, Zijie Chen, Xu Cao, Nanyang Ye, Zhongyuan Ren, Junbo Zhao, Xiao-Yun Zhou, Peng Qi


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Modeling the Sequential Dependence among Audience Multi-step Conversions with Multi-task Learning in Targeted Display Advertising


May 24, 2021
Dongbo Xi, Zhen Chen, Peng Yan, Yinger Zhang, Yongchun Zhu, Fuzhen Zhuang, Yu Chen

* accepted by KDD21 

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A Rigid Registration Method in TEVAR


May 19, 2021
Meng Li, Changyan Lin, Lixia Shu, Xin Pu, Yu Chen, Heng Wu, Jiasong Li, Hongshuai Cao


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Leveraging Structural Information to Improve Point Line Visual-Inertial Odometry


May 10, 2021
Bo Xu, Peng Wang, Yijia He, Yu Chen, Yongnan Chen, Ming Zhou


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Improve GAN-based Neural Vocoder using Pointwise Relativistic LeastSquare GAN


Mar 29, 2021
Congyi Wang, Yu Chen, Bin Wang, Yi Shi


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Generic Perceptual Loss for Modeling Structured Output Dependencies


Mar 18, 2021
Yifan Liu, Hao Chen, Yu Chen, Wei Yin, Chunhua Shen

* Accepted to Proc. IEEE Conf. Computer Vision and Pattern Recognition (CVPR), 2021 

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Continual Density Ratio Estimation in an Online Setting


Mar 09, 2021
Yu Chen, Song Liu, Tom Diethe, Peter Flach


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An Optimized H.266/VVC Software Decoder On Mobile Platform


Mar 05, 2021
Yiming Li, Shan Liu, Yu Chen, Yushan Zheng, Sijia Chen, Bin Zhu, Jian Lou


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The LOB Recreation Model: Predicting the Limit Order Book from TAQ History Using an Ordinary Differential Equation Recurrent Neural Network


Mar 02, 2021
Zijian Shi, Yu Chen, John Cartlidge

* 12 pages, preprint accepted for publication in the 35th AAAI Conference on Artificial Intelligence (AAAI-2021) 

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Polyphone Disambiguition in Mandarin Chinese with Semi-Supervised Learning


Feb 01, 2021
Yi Shi, Congyi Wang, Yu Chen, Bin Wang


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Hybrid Rotation Averaging: A Fast and Robust Rotation Averaging Approach


Jan 31, 2021
Yu Chen, Ji Zhao, Laurent Kneip

* 10 pages 

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Hybrid Rotation Averaging: A Globally Guaranteed Fast and Robust Rotation Averaging Approach


Jan 22, 2021
Yu Chen, Ji Zhao, Laurent Kneip

* 10 pages 

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Personalized Food Recommendation as Constrained Question Answering over a Large-scale Food Knowledge Graph


Jan 05, 2021
Yu Chen, Ananya Subburathinam, Ching-Hua Chen, Mohammed J. Zaki

* 9 pages. Accepted by WSDM 2021. Final version 

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On Extending NLP Techniques from the Categorical to the Latent Space: KL Divergence, Zipf's Law, and Similarity Search


Dec 02, 2020
Adam Hare, Yu Chen, Yinan Liu, Zhenming Liu, Christopher G. Brinton

* 13 pages, 6 figures 

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Deep reinforcement learning for RAN optimization and control


Nov 09, 2020
Yu Chen, Jie Chen, Ganesh Krishnamurthi, Huijing Yang, Huahui Wang, Wenjie Zhao

* 7 pages, 2 figures 

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Simple Neighborhood Representative Pre-processing Boosts Outlier Detectors


Oct 11, 2020
Jiawei Yang, Yu Chen


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On Efficient Constructions of Checkpoints


Sep 28, 2020
Yu Chen, Zhenming Liu, Bin Ren, Xin Jin

* International Conference on Machine Learning, 2020 

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CVPR 2020 Continual Learning in Computer Vision Competition: Approaches, Results, Current Challenges and Future Directions


Sep 14, 2020
Vincenzo Lomonaco, Lorenzo Pellegrini, Pau Rodriguez, Massimo Caccia, Qi She, Yu Chen, Quentin Jodelet, Ruiping Wang, Zheda Mai, David Vazquez, German I. Parisi, Nikhil Churamani, Marc Pickett, Issam Laradji, Davide Maltoni

* Pre-print v1: 12 pages, 3 figures, 8 tables 

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Train Your Data Processor: Distribution-Aware and Error-Compensation Coordinate Decoding for Human Pose Estimation


Jul 17, 2020
Feiyu Yang, Zhan Song, Zhenzhong Xiao, Yu Chen, Zhe Pan, Min Zhang, Min Xue, Yaoyang Mo, Yao Zhang, Guoxiong Guan, Beibei Qian

* Improve the state-of-the-art of COCO keypoint detection challenge by 1-2 AP. Project page: https://github.com/fyang235/DAEC 

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