Xinyi Ding

24 papers A* 2B 2Journal 16Unranked 4
YearRankTypeTitle / Venue / Authors
2025 J jnl
Large Scale Anonymous Collusion and its detection in crowdsourcing.
Expert Syst. Appl.
Tao Han, Wentao Xu, Yili Fang, Xinyi Ding
2025 A* conf
Mixture of Experts Based Multi-Task Supervise Learning from Crowds.
AAAI
Tao Han, Huaixuan Shi, Xinyi Ding, Xiao Ma, Huamao Gu, Yili Fang
2025 J jnl
Multimodal information capture based truth inference network in crowdsourcing.
Expert Syst. Appl.
Tao Han, Xinyi Ding, Yili Fang
2025 J jnl
TCM: An efficient lightweight MLP-based network with affine transformation for long-term time series forecasting.
Neurocomputing
Hongwei Jiang, Dongsheng Liu, Xinyi Ding, Yaning Chen, Hongtao Li
2024 J jnl
Mixture of Experts based Multi-task Supervise Learning from Crowds.
CoRR
Tao Han, Huaixuan Shi, Xinyi Ding, Xiao Ma, Huamao Gu, Yili Fang
2024 J jnl
Variational encoding based on factorized temporal-channel fusion and feature fusion for interpretable remaining useful life prediction.
Adv. Eng. Informatics
Yaning Chen, Dongsheng Liu, Xinyi Ding, Hongwei Jiang
2023 J jnl
An approach for combining multimodal fusion and neural architecture search applied to knowledge tracing.
Appl. Intell.
Xinyi Ding, Tao Han, Yili Fang, Eric C. Larson
2023 — conf
Context-Aware Automatic Splitting Method for Structured Complex Crowdsourcing Tasks.
ChineseCSCW (2)
Yili Fang, Lichuang Jin, Tao Han, Kai Zhang, Xinyi Ding
2023 A* conf
TDG4Crowd: Test Data Generation for Evaluation of Aggregation Algorithms in Crowdsourcing.
IJCAI
Yili Fang, Chaojie Shen, Huamao Gu, Tao Han, Xinyi Ding
2022 — conf
Effectiveness of Malicious Behavior and Its Impact on Crowdsourcing.
ChineseCSCW (2)
Xinyi Ding, Zhenjie Zhang, Zhuangmiao Yuan, Tao Han, Huamao Gu, Yili Fang
2022 — conf
Incorporating Feature Labeling into Crowdsourcing for More Accurate Aggregation Labels.
CollaborateCom (2)
Yili Fang, Zhaoqi Pei, Xinyi Ding, Wentao Xu, Tao Han
2022 J jnl
Smartphone camera oximetry in an induced hypoxemia study.
npj Digit. Medicine
Jason S. Hoffman, Varun K. Viswanath, Caiwei Tian, Xinyi Ding, Matthew J. Thompson, Eric C. Larson, Shwetak N. Patel, Edward Jay Wang
2021 J jnl
An Approach for Combining Multimodal Fusion and Neural Architecture Search Applied to Knowledge Tracing.
CoRR
Xinyi Ding, Tao Han, Yili Fang, Eric C. Larson
2021 — conf
Crowd4ME: A Crowdsourcing-Based Micro-expression Collection Platform.
ICSOC Workshops
Xun Wang, Liping Lv, Yili Fang, Xinyi Ding, Tao Han
2021 J jnl
EduAware: using tablet-based navigation gestures to predict learning module performance.
Interact. Learn. Environ.
Xinyi Ding, Eric C. Larson, Amanda Doyle, Kevin Donahoo, Radhika Rajgopal, Eric Bing
2021 J jnl
On the Interpretability of Deep Learning Based Models for Knowledge Tracing.
CoRR
Xinyi Ding, Eric C. Larson
2021 J jnl
Smartphone Camera Oximetry in an Induced Hypoxemia Study.
CoRR
Jason S. Hoffman, Varun K. Viswanath, Xinyi Ding, Matthew J. Thompson, Eric C. Larson, Shwetak N. Patel, Edward Jay Wang
2020 B conf
Automatic RNN Cell Design for Knowledge Tracing using Reinforcement Learning.
L@S
Xinyi Ding, Eric C. Larson
2020 J jnl
Incorporating uncertainties in student response modeling by loss function regularization.
Neurocomputing
Xinyi Ding, Eric C. Larson
2020 J jnl
Swapped face detection using deep learning and subjective assessment.
EURASIP J. Inf. Secur.
Xinyi Ding, Zohreh Raziei, Eric C. Larson, Eli V. Olinick, Paul Krueger, Michael Hahsler
2019 J jnl
Measuring Oxygen Saturation With Smartphone Cameras Using Convolutional Neural Networks.
IEEE J. Biomed. Health Informatics
Xinyi Ding, Damoun Nassehi, Eric C. Larson
2019 J jnl
Swapped Face Detection using Deep Learning and Subjective Assessment.
CoRR
Xinyi Ding, Zohreh Raziei, Eric C. Larson, Eli V. Olinick, Paul Krueger, Michael Hahsler
2019 B conf
Why Deep Knowledge Tracing has less Depth than Anticipated.
EDM
Xinyi Ding, Eric C. Larson
2017 J jnl
PupilNet, Measuring Task Evoked Pupillary Response using Commodity RGB Tablet Cameras: Comparison to Mobile, Infrared Gaze Trackers for Inferring Cognitive Load.
Proc. ACM Interact. Mob. Wearable Ubiquitous Technol.
Chatchai Wangwiwattana, Xinyi Ding, Eric C. Larson