Multi-Granularity Aggregation Index for Data Stream. - Jun Feng 001; Ying Wang; Jiayu Yao; Toyohide Watanabe (CW, 2008)

Structured Variational Learning of Bayesian Neural Networks with Horseshoe Priors. - Soumya Ghosh; Jiayu Yao; Finale Doshi-Velez (ICML, 2018)

Evaluating Reinforcement Learning Algorithms in Observational Health Settings. - 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; et al. (CoRR, 2018)

Latent Projection BNNs: Avoiding weight-space pathologies by learning latent representations of neural network weights. - Melanie F. Pradier; Weiwei Pan; Jiayu Yao; Soumya Ghosh; Finale Doshi-Velez (CoRR, 2018)

Research on Cloud Computing Security Problems and Protection Countermeasures. - Xiani Fan; Jiayu Yao; Ning Cao 002 (CSS (1), 2019)

Survey of Network Security Situational Awareness. - Jiayu Yao; Xiani Fan; Ning Cao 002 (CSS (1), 2019)

Output-Constrained Bayesian Neural Networks. - Wanqian Yang; Lars Lorch; Moritz A. Graule; Srivatsan Srinivasan; Anirudh Suresh; Jiayu Yao; Melanie F. Pradier; Finale Doshi-Velez (CoRR, 2019)

Quality of Uncertainty Quantification for Bayesian Neural Network Inference. - Jiayu Yao; Weiwei Pan; Soumya Ghosh; Finale Doshi-Velez (CoRR, 2019)

Model Selection in Bayesian Neural Networks via Horseshoe Priors. - Soumya Ghosh; Jiayu Yao; Finale Doshi-Velez (J. Mach. Learn. Res., 2019)

Squeeze the Ball: Designing an Interactive Playground towards Aiding Social Activities of Children with Low-Function Autism. - Qin Wu; Chenmei Yu; Yanjun Chen; Jiayu Yao; Xi Wu 004; Xiaolan Peng; Teng Han (CHI, 2020)

MaskMe: Using Masks to Design Collaborative Games for Helping Children with Autism Make Eye Contact. - Xiaoqian Xie; Jiashuo Cao; Jiayu Yao; Lunyu Shang; Qianru Liu; Jinlun Lin; Qin Wu (ISS Companion, 2020)

Power Constrained Bandits. - Jiayu Yao; Emma Brunskill; Weiwei Pan; Susan A. Murphy; Finale Doshi-Velez (MLHC, 2021)

Menstrual Monster: A Tangible Interactive Co-educational Game Designed for Teenagers. - Xiubo Liang; Jing Zhang; Jiayi Ma 004; Jiayu Yao; Weijia Lin; Zheliang Zhu; Yingying Ma; Fangtian Ying; Cheng Yao; Leijing Zhou; Preben Hansen; Yijun Zhao; et al. (CHI Extended Abstracts, 2022)

InterestPainter: A Painting Support Tool to Promote Children's Interest in Painting. - Jiayu Yao; Weijia Lin; Jiayi Ma 004; Jing Zhang; Shaogeng Zeng; Zheliang Zhu; Fangtian Ying; Cheng Yao (HCI (25), 2022)

Learning Downstream Task by Selectively Capturing Complementary Knowledge from Multiple Self-supervisedly Learning Pretexts. - Quan Feng; Qingyuan Wu; Jiayu Yao; Songcan Chen (CoRR, 2022)

Policy Optimization with Sparse Global Contrastive Explanations. - Jiayu Yao; Sonali Parbhoo; Weiwei Pan; Finale Doshi-Velez (CoRR, 2022)

Success of Uncertainty-Aware Deep Models Depends on Data Manifold Geometry. - Mark Penrod; Harrison Termotto; Varshini Reddy; Jiayu Yao; Finale Doshi-Velez; Weiwei Pan (CoRR, 2022)

An Empirical Analysis of the Advantages of Finite- v.s. Infinite-Width Bayesian Neural Networks. - Jiayu Yao; Yaniv Yacoby; Beau Coker; Weiwei Pan; Finale Doshi-Velez (CoRR, 2022)

Deep Semi-supervised Learning with Double-Contrast of Features and Semantics. - Quan Feng; Jiayu Yao; Zhisong Pan; Guojun Zhou (CoRR, 2022)

Learning twofold heterogeneous multi-task by sharing similar convolution kernel pairs. - Quan Feng; Jiayu Yao; Yingyu Zhong; Ping Li; Zhisong Pan (Knowl. Based Syst., 2022)

MechCircuit: Augmenting Laser-Cut Objects with Integrated Electronics, Mechanical Structures and Magnets. - Shuyue Feng; Cheng Yao; Weijia Lin; Jiayu Yao; Chao Zhang 082; Zhongyu Jia; Lijuan Liu; Masulani Bokola; Hangyue Chen; Fangtian Ying; Guanyun Wang (CHI, 2023)

MathKingdom: Teaching Children Mathematical Language Through Speaking at Home via a Voice-Guided Game. - Wenjie Xu; Jiayi Ma 004; Jiayu Yao; Weijia Lin; Chao Zhang 082; Xuanhe Xia; Nan Zhuang; Shitong Weng; Xiaoqian Xie; Shuyue Feng; Fangtian Ying; Preben Hansen; et al. (CHI, 2023)

Silent Delivery: Make Instant Delivery More Accessible for the DHH Delivery Workers Through Sensory Substitution. - Shichao Huang; Xiaolong Li; Shang Shi; Haoye Dong; Xueyan Cai; Kecheng Jin; Jiayi Wu; Weijia Lin; Jiayu Yao; Yuqi Hu; Fangtian Ying; Cheng Yao (HCI (27), 2023)

Performance Bounds for Model and Policy Transfer in Hidden-parameter MDPs. - Haotian Fu; Jiayu Yao; Omer Gottesman; Finale Doshi-Velez; George Konidaris 001 (ICLR, 2023)

Compositional Q-learning for electrolyte repletion with imbalanced patient sub-populations. - Aishwarya Mandyam; Andrew Jones; Jiayu Yao; Krzysztof Laudanski; Barbara E. Engelhardt (ML4H@NeurIPS, 2023)

"See, Hear, Touch, Smell, and, ...Eat!": Helping Children Self-Improve Their Food Literacy and Eating Behavior through a Tangible Multi-Sensory Puzzle Game. - Xueyan Cai; Kecheng Jin; Shang Shi; Shichao Huang; Ouying Huang; Xiaodong Wang; Jiahao Cheng; Weijia Lin; Jiayu Yao; Yuqi Hu; Chao Zhang 082; Cheng Yao (IDC, 2024)

Inverse Reinforcement Learning with Multiple Planning Horizons. - Jiayu Yao; Weiwei Pan; Finale Doshi-Velez; Barbara E. Engelhardt (RLJ, 2024)

CANDOR: Counterfactual ANnotated DOubly Robust Off-Policy Evaluation. - Aishwarya Mandyam; Shengpu Tang; Jiayu Yao; Jenna Wiens; Barbara E. Engelhardt (CoRR, 2024)

Exploring a Tangible Interaction System for Behavior Management to Alleviate Children's Dental Anxiety in Waiting Rooms. - Weijia Lin; Xueyan Cai; Shichao Huang; Haoye Dong; Jiayu Yao; Jiayi Ma 004; Fengyu Wang; Shuyue Feng; Kecheng Jin; Cheng Yao (IDC, 2025)

MAID: Model Attribution via Inverse Diffusion. - Luyu Zhu; Kai Ye; Jiayu Yao; Chenxi Li; Luwen Zhao; Yuxin Cao; Derui Wang; Jie Hao 001 (ICASSP, 2025)

A Field Experiment Study on Artificial Intelligence-Assisted Extubation Decision. - Zhichao Hu; Jiayu Yao; Kim Huat Goh; Adrian Yeow; Jared D'Souza (PACIS, 2025)

BioMingle: A Tangible Embodied Interaction System for Enhancing Neighborhood Interaction in Urban Community Public Spaces in China. - Fengyu Wang; Weijia Lin; Jiayu Yao; Shichao Huang; Jiayi Ma 004; Jiayu Li; Zirui Wang; Shiqi Shu; Sheng Yang; Jiacheng Cao; Yijun Zhao; Cheng Yao; et al. (TEI, 2025)

Who is in the Spotlight: The Hidden Bias Undermining Multimodal Retrieval-Augmented Generation. - Jiayu Yao; Shenghua Liu; Yiwei Wang 001; Lingrui Mei; Baolong Bi; Yuyao Ge; Zhecheng Li; Xueqi Cheng (CoRR, 2025)

A Survey of Context Engineering for Large Language Models. - Lingrui Mei; Jiayu Yao; Yuyao Ge; Yiwei Wang 001; Baolong Bi; Yujun Cai; Jiazhi Liu; Mingyu Li; Zhong-Zhi Li; Duzhen Zhang; Chenlin Zhou; Jiayi Mao; et al. (CoRR, 2025)