Xinyi Ding

According to our database, Xinyi Ding authored at least 21 papers between 2017 and 2025.

Collaborative distances:

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

2025

TCM: An efficient lightweight MLP-based network with affine transformation for long-term time series forecasting.

Hongwei Jiang, Dongsheng Liu, Xinyi Ding, Yaning Chen, Hongtao Li

Neurocomputing, 2025

Large Scale Anonymous Collusion and its detection in crowdsourcing.

Tao Han, Wentao Xu, Yili Fang, Xinyi Ding

Expert Syst. Appl., 2025

Multimodal information capture based truth inference network in crowdsourcing.

Tao Han, Xinyi Ding, Yili Fang

Expert Syst. Appl., 2025

Mixture of Experts Based Multi-Task Supervise Learning from Crowds.

Tao Han, Huaixuan Shi, Xinyi Ding, Xiao Ma, Huamao Gu, Yili Fang

Proceedings of the AAAI-25, Sponsored by the Association for the Advancement of Artificial Intelligence, February 25, 2025

2024

Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction.

Yaning Chen, Dongsheng Liu, Xinyi Ding, Hongwei Jiang

Adv. Eng. Informatics, 2024

2023

An approach for combining multimodal fusion and neural architecture search applied to knowledge tracing.

Xinyi Ding, Tao Han, Yili Fang, Eric C. Larson

Appl. Intell., May, 2023

TDG4Crowd: Test Data Generation for Evaluation of Aggregation Algorithms in Crowdsourcing.

Yili Fang, Chaojie Shen, Huamao Gu, Tao Han, Xinyi Ding

Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, 2023

Context-Aware Automatic Splitting Method for Structured Complex Crowdsourcing Tasks.

Yili Fang, Lichuang Jin, Tao Han, Kai Zhang, Xinyi Ding

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2023

2022

Smartphone camera oximetry in an induced hypoxemia study.

Jason S. Hoffman, Varun K. Viswanath, Caiwei Tian, Xinyi Ding, Matthew J. Thompson, Eric C. Larson, Shwetak N. Patel, Edward Jay Wang

npj Digit. Medicine, 2022

Incorporating Feature Labeling into Crowdsourcing for More Accurate Aggregation Labels.

Yili Fang, Zhaoqi Pei, Xinyi Ding, Wentao Xu, Tao Han

Proceedings of the Collaborative Computing: Networking, Applications and Worksharing, 2022

Effectiveness of Malicious Behavior and Its Impact on Crowdsourcing.

Xinyi Ding, Zhenjie Zhang, Zhuangmiao Yuan, Tao Han, Huamao Gu, Yili Fang

Proceedings of the Computer Supported Cooperative Work and Social Computing, 2022

2021

EduAware: using tablet-based navigation gestures to predict learning module performance.

Xinyi Ding, Eric C. Larson, Amanda Doyle, Kevin Donahoo, Radhika Rajgopal, Eric Bing

Interact. Learn. Environ., 2021

Smartphone Camera Oximetry in an Induced Hypoxemia Study.

Jason S. Hoffman, Varun K. Viswanath, Xinyi Ding, Matthew J. Thompson, Eric C. Larson, Shwetak N. Patel, Edward Jay Wang

CoRR, 2021

On the Interpretability of Deep Learning Based Models for Knowledge Tracing.

Xinyi Ding, Eric C. Larson

CoRR, 2021

Crowd4ME: A Crowdsourcing-Based Micro-expression Collection Platform.

Xun Wang, Liping Lv, Yili Fang, Xinyi Ding, Tao Han

Proceedings of the Service-Oriented Computing - ICSOC 2021 Workshops, 2021

2020

Incorporating uncertainties in student response modeling by loss function regularization.

Xinyi Ding, Eric C. Larson

Neurocomputing, 2020

Swapped face detection using deep learning and subjective assessment.

Xinyi Ding, Zohreh Raziei, Eric C. Larson, Eli V. Olinick, Paul Krueger, Michael Hahsler

EURASIP J. Inf. Secur., 2020

Automatic RNN Cell Design for Knowledge Tracing using Reinforcement Learning.

Xinyi Ding, Eric C. Larson

Proceedings of the L@S'20: Seventh ACM Conference on Learning @ Scale, 2020

2019

Measuring Oxygen Saturation With Smartphone Cameras Using Convolutional Neural Networks.

Xinyi Ding, Damoun Nassehi, Eric C. Larson

IEEE J. Biomed. Health Informatics, 2019

Why Deep Knowledge Tracing has less Depth than Anticipated.

Xinyi Ding, Eric C. Larson

Proceedings of the 12th International Conference on Educational Data Mining, 2019

2017

PupilNet, Measuring Task Evoked Pupillary Response using Commodity RGB Tablet Cameras: Comparison to Mobile, Infrared Gaze Trackers for Inferring Cognitive Load.

Chatchai Wangwiwattana, Xinyi Ding, Eric C. Larson

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2017