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2020 – today
- 2024
[c15]Xueyan Cai
, Kecheng Jin, Shang Shi, Shichao Huang, Ouying Huang, Xiaodong Wang, Jiahao Cheng, Weijia Lin, Jiayu Yao, Yuqi Hu, Chao Zhang, Cheng Yao:
"See, Hear, Touch, Smell, and, ...Eat!": Helping Children Self-Improve Their Food Literacy and Eating Behavior through a Tangible Multi-Sensory Puzzle Game. IDC 2024: 270-281- [i12]Jiayu Yao, Weiwei Pan, Finale Doshi-Velez, Barbara E. Engelhardt:
Inverse Reinforcement Learning with Multiple Planning Horizons. CoRR abs/2409.18051 (2024) - 2023
- [c14]Wenjie Xu, Jiayi Ma, Jiayu Yao, Weijia Lin, Chao Zhang, Xuanhe Xia, Nan Zhuang, Shitong Weng, Xiaoqian Xie, Shuyue Feng, Fangtian Ying, Preben Hansen, Cheng Yao:
MathKingdom: Teaching Children Mathematical Language Through Speaking at Home via a Voice-Guided Game. CHI 2023: 93:1-93:14 - [c13]Shuyue Feng, Cheng Yao, Weijia Lin, Jiayu Yao, Chao Zhang, Zhongyu Jia, Lijuan Liu, Masulani Bokola, Hangyue Chen, Fangtian Ying, Guanyun Wang:
MechCircuit: Augmenting Laser-Cut Objects with Integrated Electronics, Mechanical Structures and Magnets. CHI 2023: 735:1-735:15 - [c12]Shichao Huang, Xiaolong Li, Shang Shi, Haoye Dong, Xueyan Cai, Kecheng Jin, Jiayi Wu, Weijia Lin, Jiayu Yao, Yuqi Hu, Fangtian Ying, Cheng Yao:
Silent Delivery: Make Instant Delivery More Accessible for the DHH Delivery Workers Through Sensory Substitution. HCI (27) 2023: 362-379 - [c11]Haotian Fu, Jiayu Yao, Omer Gottesman, Finale Doshi-Velez, George Konidaris:
Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs. ICLR 2023 - [c10]Aishwarya Mandyam, Andrew Jones, Jiayu Yao, Krzysztof Laudanski, Barbara E. Engelhardt:
Compositional Q-learning for electrolyte repletion with imbalanced patient sub-populations. ML4H@NeurIPS 2023: 323-339 - 2022
- [j2]Quan Feng, Jiayu Yao, Yingyu Zhong, Ping Li, Zhisong Pan:
Learning twofold heterogeneous multi-task by sharing similar convolution kernel pairs. Knowl. Based Syst. 252: 109396 (2022) - [c9]Xiubo Liang, Jing Zhang, Jiayi Ma, Jiayu Yao, Weijia Lin, Zheliang Zhu, Yingying Ma, Fangtian Ying, Cheng Yao, Leijing Zhou, Preben Hansen, Yijun Zhao, Guanyun Wang:
Menstrual Monster: A Tangible Interactive Co-educational Game Designed for Teenagers. CHI Extended Abstracts 2022: 247:1-247:7 - [c8]Jiayu Yao, Weijia Lin, Jiayi Ma, Jing Zhang, Shaogeng Zeng, Zheliang Zhu, Fangtian Ying, Cheng Yao:
InterestPainter: A Painting Support Tool to Promote Children's Interest in Painting. HCI (25) 2022: 398-410 - [i11]Quan Feng, Qingyuan Wu, Jiayu Yao, Songcan Chen:
Learning Downstream Task by Selectively Capturing Complementary Knowledge from Multiple Self-supervisedly Learning Pretexts. CoRR abs/2204.05248 (2022) - [i10]Jiayu Yao, Sonali Parbhoo, Weiwei Pan, Finale Doshi-Velez:
Policy Optimization with Sparse Global Contrastive Explanations. CoRR abs/2207.06269 (2022) - [i9]Mark Penrod, Harrison Termotto, Varshini Reddy, Jiayu Yao, Finale Doshi-Velez, Weiwei Pan:
Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry. CoRR abs/2208.01705 (2022) - [i8]Jiayu Yao, Yaniv Yacoby, Beau Coker, Weiwei Pan, Finale Doshi-Velez:
An Empirical Analysis of the Advantages of Finite- v.s. Infinite-Width Bayesian Neural Networks. CoRR abs/2211.09184 (2022) - [i7]Quan Feng, Jiayu Yao, Zhisong Pan, Guojun Zhou:
Deep Semi-supervised Learning with Double-Contrast of Features and Semantics. CoRR abs/2211.15671 (2022) - 2021
- [c7]Jiayu Yao, Emma Brunskill, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez:
Power Constrained Bandits. MLHC 2021: 209-259 - 2020
- [c6]Qin Wu, Chenmei Yu, Yanjun Chen, Jiayu Yao, Xi Wu, Xiaolan Peng, Teng Han:
Squeeze the Ball: Designing an Interactive Playground towards Aiding Social Activities of Children with Low-Function Autism. CHI 2020: 1-14 - [c5]Xiaoqian Xie, Jiashuo Cao, Jiayu Yao, Lunyu Shang, Qianru Liu, Jinlun Lin, Qin Wu:
MaskMe: Using Masks to Design Collaborative Games for Helping Children with Autism Make Eye Contact. ISS Companion 2020: 29-32 - [i6]Jiayu Yao, Emma Brunskill, Weiwei Pan, Susan A. Murphy, Finale Doshi-Velez:
Power-Constrained Bandits. CoRR abs/2004.06230 (2020)
2010 – 2019
- 2019
- [j1]Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez:
Model Selection in Bayesian Neural Networks via Horseshoe Priors. J. Mach. Learn. Res. 20: 182:1-182:46 (2019) - [c4]Jiayu Yao, Xiani Fan, Ning Cao:
Survey of Network Security Situational Awareness. CSS (1) 2019: 34-44 - [c3]Xiani Fan, Jiayu Yao, Ning Cao:
Research on Cloud Computing Security Problems and Protection Countermeasures. CSS (1) 2019: 542-551 - [i5]Wanqian Yang, Lars Lorch, Moritz A. Graule, Srivatsan Srinivasan, Anirudh Suresh, Jiayu Yao, Melanie F. Pradier, Finale Doshi-Velez:
Output-Constrained Bayesian Neural Networks. CoRR abs/1905.06287 (2019) - [i4]Jiayu Yao, Weiwei Pan, Soumya Ghosh, Finale Doshi-Velez:
Quality of Uncertainty Quantification for Bayesian Neural Network Inference. CoRR abs/1906.09686 (2019) - 2018
- [c2]Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez:
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. ICML 2018: 1739-1748 - [i3]Omer Gottesman, Fredrik D. Johansson, Joshua Meier, Jack Dent, Donghun Lee, Srivatsan Srinivasan, Linying Zhang, Yi Ding, David Wihl, Xuefeng Peng, Jiayu Yao, Isaac Lage, Christopher Mosch, Li-Wei H. Lehman, Matthieu Komorowski, Aldo Faisal, Leo Anthony Celi, David A. Sontag, Finale Doshi-Velez:
Evaluating Reinforcement Learning Algorithms in Observational Health Settings. CoRR abs/1805.12298 (2018) - [i2]Soumya Ghosh, Jiayu Yao, Finale Doshi-Velez:
Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. CoRR abs/1806.05975 (2018) - [i1]Melanie F. Pradier, Weiwei Pan, Jiayu Yao, Soumya Ghosh, Finale Doshi-Velez:
Latent Projection BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights. CoRR abs/1811.07006 (2018)
2000 – 2009
- 2008
- [c1]Jun Feng, Ying Wang, Jiayu Yao, Toyohide Watanabe:
Multi-Granularity Aggregation Index for Data Stream. CW 2008: 767-771
Coauthor Index
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