Yuyang Gao

According to our database, Yuyang Gao authored at least 49 papers between 2016 and 2024.

Collaborative distances:

• Dijkstra number of three.
• Erdős number of four.

2024

Deep Multi-Task Learning for Spatio-Temporal Incomplete Qualitative Event Forecasting.

Tanmoy Chowdhury, Yuyang Gao, Liang Zhao

IEEE Trans. Knowl. Data Eng., December, 2024

Going Beyond XAI: A Systematic Survey for Explanation-Guided Learning.

Yuyang Gao, Siyi Gu, Junji Jiang, Sungsoo Ray Hong, Dazhou Yu, Liang Zhao

ACM Comput. Surv., July, 2024

Functional Connectivity Prediction With Deep Learning for Graph Transformation.

Negar Etemadyrad, Yuyang Gao, Qingzhe Li, Xiaojie Guo, Frank Krueger, Qixiang Lin, Deqiang Qiu, Liang Zhao

IEEE Trans. Neural Networks Learn. Syst., April, 2024

3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration Design.

Nahyun Kwon, Tong Steven Sun, Yuyang Gao, Liang Zhao, Xu Wang, Jeeeun Kim, Sungsoo Ray Hong

Proc. ACM Hum. Comput. Interact., 2024

Stability Analysis of EPC Consortium Cooperation Based on Evolutionary Game.

Judan Hu, Yu Yao, Yuyang Gao

Int. J. Semantic Web Inf. Syst., 2024

3DPFIX: Improving Remote Novices' 3D Printing Troubleshooting through Human-AI Collaboration.

Nahyun Kwon, Tong Sun, Yuyang Gao, Liang Zhao, Xu Wang, Jeeeun Kim, Sungsoo Ray Hong

CoRR, 2024

205.8Tb/s Weakly-Coupled 2-Mode 7-Core Transmission Over 1170-km FM-MCF Only Using 2×2 MIMO-DSP.

Gang Qiao, Yu Yang, Honglin Ji, Shuailuo Huang, Chengbin Long, Yuyang Gao, Mingqing Zuo, Jiarui Zhang, Zhaopeng Xu, Qi Wu, Shangcheng Wang, Lulu Liu, Lei Shen, Jie Luo, Junpeng Liang, Zhixue He, Yongqi He, Weisheng Hu, Zhangyuan Chen, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

5.27 Peta-bit/s Weakly-Coupled SDM-WDM Transmission over 55-km 10-Mode 7-Core Fiber for SDM-Priority Scheme.

Gang Qiao, Yu Yang, Honglin Ji, Yuyang Gao, Mingqing Zuo, Chengbin Long, Jiarui Zhang, Jinyi Yu, Zhaopeng Xu, Shangcheng Wang, Lulu Liu, Qi Wu, Lei Shen, Jie Luo, Zhixue He, Hongbin Li, Weisheng Hu, Shaohua Yu, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

Ultra-Wideband Mode Selective Couplers for Weakly-Coupled WDM-MDM Transmission.

Chengbin Long, Jian Cui, Yuyang Gao, Gang Qiao, Baolong Zhu, Jiarui Zhang, Yu Yang, Lei Shen, Jie Luo, Yongqi He, Zhangyuan Chen, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

60+60 km Weakly-coupled MDM-WDM Transmission Enabled by 4-LP-mode FM-EDFA.

Shuailuo Huang, Gang Qiao, Yuyang Gao, Mingqing Zuo, Jinglong Zhu, Lei Shen, Yuanpeng Ding, Lei Zhang, Jie Luo, Yongqi He, Zhangyuan Chen, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2024

DUE: Dynamic Uncertainty-Aware Explanation Supervision via 3D Imputation.

Qilong Zhao, Yifei Zhang, Mengdan Zhu, Siyi Gu, Yuyang Gao, Xiaofeng Yang, Liang Zhao

Proceedings of the 30th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2024

One-Handed Wonders: A Remote Control Method Based on Hand Gesture for Mobile Manipulator.

Jianan Xie, Yilin Zhang, Zhen Xu, Yuyang Gao, Jiawei Bai, Jiayu Zeng, Kenji Hashimoto

Proceedings of the International Conference on Advanced Robotics and Mechatronics, 2024

2023

A solar radiation intelligent forecasting framework based on feature selection and multivariable fuzzy time series.

Yuyang Gao, Ping Li, Hufang Yang, Jianzhou Wang

Eng. Appl. Artif. Intell., November, 2023

Modeling Health Stage Development of Patients With Dynamic Attributed Graphs in Online Health Communities.

Yuyang Gao, Tanmoy Chowdhury, Lingfei Wu, Liang Zhao

IEEE Trans. Knowl. Data Eng., 2023

Designing a Direct Feedback Loop between Humans and Convolutional Neural Networks through Local Explanations.

Tong Steven Sun, Yuyang Gao, Shubham Khaladkar, Sijia Liu, Liang Zhao, Young-Ho Kim, Sungsoo Ray Hong

Proc. ACM Hum. Comput. Interact., 2023

An Empirical Study of Bugs in Open-Source Federated Learning Framework.

Weijie Shao, Yuyang Gao, Fu Song, Sen Chen, Lingling Fan

CoRR, 2023

Benchmarking the Effect of Poisoning Defenses on the Security and Bias of Deep Learning Models.

Nathalie Baracaldo, Farhan Ahmed, Kevin Eykholt, Yi Zhou, Shriti Priya, Taesung Lee, Swanand Kadhe, Mike Tan, Sridevi Polavaram, Sterling Suggs, Yuyang Gao, David Slater

Proceedings of the 2023 IEEE Security and Privacy Workshops (SPW), 2023

Saliency-Augmented Memory Completion for Continual Learning.

Guangji Bai, Chen Ling, Yuyang Gao, Liang Zhao

Proceedings of the 2023 SIAM International Conference on Data Mining, 2023

Nonlinear-penalty-free Real-time 40×800Gb/s DP-64QAM-PCS Transmission with Launch Power of 28 dBm over a Conjoined-tube Hollow-core Fiber.

Dawei Ge, Shoufei Gao, Mingqing Zuo, Yuyang Gao, Yinging Wang, Dechao Zhang, Wei Ding, Han Li, Xiaodong Duan, Zhangyuan Chen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

Estimation of Kerr Nonlinearity in an Anti-resonant Hollow-Core Fiber by High-order QAM Transmission.

Dawei Ge, Shoufei Gao, Mingqing Zuo, Yuyang Gao, Yinging Wang, Baoluo Yan, Bing Ye, Dechao Zhang, Wei Ding, Han Li, Zhangyuan Chen

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

A Kind of Low-modal-crosstalk Mode DEMUX for Stable DSP-free IM/DD MDM Transmission.

Jian Cui, Yuyang Gao, Shuailuo Huang, Jinyi Yu, Lei Shen, Lei Zhang, Changkun Yan, Liubo Yang, Ruichun Wang, Yongqi He, Zhangyuan Chen, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2023

ESSA: Explanation Iterative Supervision via Saliency-guided Data Augmentation.

Siyi Gu, Yifei Zhang, Yuyang Gao, Xiaofeng Yang, Liang Zhao

Proceedings of the 29th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, 2023

MAGI: Multi-Annotated Explanation-Guided Learning.

Yifei Zhang, Siyi Gu, Yuyang Gao, Bo Pan, Xiaofeng Yang, Liang Zhao

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

2022

Spatio-Temporal Event Forecasting Using Incremental Multi-Source Feature Learning.

Liang Zhao, Yuyang Gao, Jieping Ye, Feng Chen, Yanfang Ye, Chang-Tien Lu, Naren Ramakrishnan

ACM Trans. Knowl. Discov. Data, 2022

Aligning Eyes between Humans and Deep Neural Network through Interactive Attention Alignment.

Yuyang Gao, Tong Steven Sun, Liang Zhao, Sungsoo Ray Hong

Proc. ACM Hum. Comput. Interact., 2022

An integrated forecasting system based on knee-based multi-objective optimization for solar radiation interval forecasting.

Jianzhou Wang, Yuyang Gao

Expert Syst. Appl., 2022

Ensemble wind speed prediction system based on envelope decomposition method and fuzzy inference evaluation of predictability.

Yuyang Gao, Jianzhou Wang, Xiaobo Zhang, Ranran Li

Appl. Soft Comput., 2022

3-mode Real-time MDM Transmission Using Single-mode OTN Transceivers over 300 km Weakly-coupled FMF.

Mingqing Zuo, Dawei Ge, Yuyang Gao, Jian Cui, Shuailuo Huang, Rui Zhou, Qiang Guo, Yin Zhang, Ding Zhang, Xinhua Xiao, Lei Shen, Dong Wang, Yunbo Li, Liuyan Han, Lei Zhang, Xiaobo Lan, Dechao Zhang, Han Li, Yongqi He, Zhangyuan Chen, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

DSP-Free IM/DD MDM Optical Interconnection Based on Side-polished Degenerate-mode-selective fiber Couplers.

Jian Cui, Yuyang Gao, Jinyi Yu, Jiaxin Liu, Junchi Jia, Yongqi He, Zhangyuan Chen, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2022

RES: A Robust Framework for Guiding Visual Explanation.

Yuyang Gao, Tong Steven Sun, Guangji Bai, Siyi Gu, Sungsoo Ray Hong, Liang Zhao

Proceedings of the KDD '22: The 28th ACM SIGKDD Conference on Knowledge Discovery and Data Mining, Washington, DC, USA, August 14, 2022

2021

Schematic memory persistence and transience for efficient and robust continual learning.

Yuyang Gao, Giorgio A. Ascoli, Liang Zhao

Neural Networks, 2021

BEAN: Interpretable and Efficient Learning With Biologically-Enhanced Artificial Neuronal Assembly Regularization.

Yuyang Gao, Giorgio A. Ascoli, Liang Zhao

Frontiers Neurorobotics, 2021

16-Tb/s Real-time Demonstration of 100-km MDM Transmission Using Commercial 200G OTN System.

Lei Shen, Dawei Ge, Shikui Shen, Shuo Wang, Chunxu Zhao, Guangquan Wang, Lei Zhang, Jie Luo, Xiaobo Lan, Lan Deng, Mingqing Zuo, Yuyang Gao, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

Prototype of DSP-Free IM/DD MDM Transceiver Based on Multiple-Ring-Core FMF for Datacenter Interconnection.

Yuyang Gao, Dawei Ge, Lei Shen, Yongqi He, Zhangyuan Chen, Guifang Li, Juhao Li

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2021

GNES: Learning to Explain Graph Neural Networks.

Yuyang Gao, Tong Steven Sun, Rishab Bhatt, Dazhou Yu, Sungsoo Ray Hong, Liang Zhao

Proceedings of the IEEE International Conference on Data Mining, 2021

2020

Discrete Sine and Cosine Transform and Helmholtz Equation Solver on GPU.

Mingming Ren, Yuyang Gao, Gang Wang, Xiaoguang Liu

Proceedings of the IEEE International Conference on Parallel & Distributed Processing with Applications, 2020

2019

BEAN: Interpretable Representation Learning with Biologically-Enhanced Artificial Neuronal Assembly Regularization.

Yuyang Gao, Giorgio A. Ascoli, Liang Zhao

CoRR, 2019

Demonstration of Distributed Stress Sensor Based on Mode Coupling in Weakly-Coupled FMF.

Junchi Jia, Juhao Li, Dawei Ge, Yuyang Gao, Yu Yang, Yichi Zhang, Zhengbin Li, Zhangyuan Chen, Yongqi He

Proceedings of the Optical Fiber Communications Conference and Exhibition, 2019

CuPhylo: A CUDA Based Application Program Interface and Library for Phylogenetic Analysis.

Mingming Ren, Xiaomin Huang, Yuyang Gao, Gang Wang, Xiaoguang Liu

Proceedings of the 2019 IEEE Intl Conf on Parallel & Distributed Processing with Applications, 2019

DynGraph2Seq: Dynamic-Graph-to-Sequence Interpretable Learning for Health Stage Prediction in Online Health Forums.

Yuyang Gao, Lingfei Wu, Houman Homayoun, Liang Zhao

Proceedings of the 2019 IEEE International Conference on Data Mining, 2019

Incomplete Label Multi-Task Deep Learning for Spatio-Temporal Event Subtype Forecasting.

Yuyang Gao, Liang Zhao, Lingfei Wu, Yanfang Ye, Hui Xiong, Chaowei Yang

Proceedings of the Thirty-Third AAAI Conference on Artificial Intelligence, 2019

2018

A Stellar Imaging Error Correction Method Based on an Ellipsoid Model: Taking Ziyuan 3-02 Satellite Data Analysis as an Example.

Bo Wang, Wei Zhou, Yuyang Gao, Qinghong Sheng

Sensors, 2018

Design of a Weakly-Coupled Ring-Core FMF and Demonstration of 6-mode 10-km IM/DD Transmission.

Dawei Ge, Juhao Li, Jinglong Zhu, Lei Shen, Yuyang Gao, Jinyi Yu, Zhongying Wu, Zhengbin Li, Zhangyuan Chen, Yongqi He

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Non-circularly-symmetric Mode-group Demultiplexer Based on Fused-type FMF Coupler for MGM Transmission.

Yuyang Gao, Juhao Li, Chunyan Du, Cen Xia, Yan Liu, Zhengbin Li, Yongqi He, Zhangyuan Chen, Guifang Li

Proceedings of the Optical Fiber Communications Conference and Exposition, 2018

Incomplete Label Uncertainty Estimation for Petition Victory Prediction with Dynamic Features.

Junxiang Wang, Yuyang Gao, Andreas Züfle, Jingyuan Yang, Liang Zhao

Proceedings of the IEEE International Conference on Data Mining, 2018

Local Event Forecasting and Synthesis Using Unpaired Deep Graph Translations.

Yuyang Gao, Xiaojie Guo, Liang Zhao

Proceedings of the 2nd ACM SIGSPATIAL Workshop on Analytics for Local Events and News, 2018

Stable 4×10Gbs MIMO-Free IM/DD MDM Transmission Enabled by Degenerate-Mode-Selective Couplers.

Yuyang Gao, Juhao Li, Cen Xia, Yan Liu, Yongqi He, Zhangyuan Chen, Guifang Li

Proceedings of the European Conference on Optical Communication, 2018

Incomplete Label Multi-Task Ordinal Regression for Spatial Event Scale Forecasting.

Yuyang Gao, Liang Zhao

Proceedings of the Thirty-Second AAAI Conference on Artificial Intelligence, 2018

2016

Fuzzy linguistic induced OWA Minkowski distance operator and its application in group decision making.

Sidong Xian, Weijie Sun, Sihan Xu, Yuyang Gao

Pattern Anal. Appl., 2016