Yinan Zheng

According to our database, Yinan Zheng authored at least 24 papers between 2011 and 2025.

Collaborative distances:

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

2025

Efficient Robotic Policy Learning via Latent Space Backward Planning.

Dongxiu Liu, Haoyi Niu, Zhihao Wang, Jinliang Zheng, Yinan Zheng, Zhonghong Ou, Jianming Hu, Jianxiong Li, Xianyuan Zhan

CoRR, May, 2025

Reachability-Aware Reinforcement Learning for Collision Avoidance in Human-Machine Shared Control.

Shiyue Zhao, Junzhi Zhang, Neda Masoud, Jianxiong Li, Yinan Zheng, Xiaohui Hou

CoRR, February, 2025

High-dimensional mediation analysis for longitudinal mediators and survival outcomes.

Lili Liu, Haixiang Zhang, Yinan Zheng, Tao Gao, Cheng Zheng, Kai Zhang, Lifang Hou, Lei Liu

Briefings Bioinform., 2025

Diffusion-Based Planning for Autonomous Driving with Flexible Guidance.

Yinan Zheng, Ruiming Liang, Kexin Zheng, Jinliang Zheng, Liyuan Mao, Jianxiong Li, Weihao Gu, Rui Ai, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Skill Expansion and Composition in Parameter Space.

Tenglong Liu, Jianxiong Li, Yinan Zheng, Haoyi Niu, Yixing Lan, Xin Xu, Xianyuan Zhan

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Universal Actions for Enhanced Embodied Foundation Models.

Jinliang Zheng, Jianxiong Li, Dongxiu Liu, Yinan Zheng, Zhihao Wang, Zhonghong Ou, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MEATRD: Multimodal Anomalous Tissue Region Detection Enhanced with Spatial Transcriptomics.

Kaichen Xu, Qilong Wu, Yan Lu, Yinan Zheng, Wenlin Li, Xingjie Tang, Jun Wang, Xiaobo Sun

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

2024

High-dimensional quantile mediation analysis with application to a birth cohort study of mother-newborn pairs.

Haixiang Zhang, Xiumei Hong, Yinan Zheng, Lifang Hou, Cheng Zheng, Xiaobin Wang, Lei Liu

Bioinform., February, 2024

Instruction-Guided Visual Masking.

Jinliang Zheng, Jianxiong Li, Sijie Cheng, Yinan Zheng, Jiaming Li, Jihao Liu, Yu Liu, Jingjing Liu, Xianyuan Zhan

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

DecisionNCE: Embodied Multimodal Representations via Implicit Preference Learning.

Jianxiong Li, Jinliang Zheng, Yinan Zheng, Liyuan Mao, Xiao Hu, Sijie Cheng, Haoyi Niu, Jihao Liu, Yu Liu, Jingjing Liu, Ya-Qin Zhang, Xianyuan Zhan

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Safe Offline Reinforcement Learning with Feasibility-Guided Diffusion Model.

Yinan Zheng, Jianxiong Li, Dongjie Yu, Yujie Yang, Shengbo Eben Li, Xianyuan Zhan, Jingjing Liu

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Offline Multi-Agent Reinforcement Learning with Implicit Global-to-Local Value Regularization.

Xiangsen Wang, Haoran Xu, Yinan Zheng, Xianyuan Zhan

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

2022

Distributed Coverage Control of Multi-Agent Systems in Uncertain Environments using Heat Transfer Equations.

Yinan Zheng, Chao Zhai

CoRR, 2022

HIMA2: high-dimensional mediation analysis and its application in epigenome-wide DNA methylation data.

Chamila Perera, Haixiang Zhang, Yinan Zheng, Lifang Hou, Annie Qu, Cheng Zheng, Ke Xie, Lei Liu

BMC Bioinform., 2022

2021

Mediation analysis for survival data with high-dimensional mediators.

Haixiang Zhang, Yinan Zheng, Lifang Hou, Cheng Zheng, Lei Liu

Bioinform., 2021

2020

Design Principles Developed through User-Centered and Socio-Technical Methods Improve Clinician Satisfaction, Speed, and Confidence in Pharmacogenomic Clinical Decision Support.

Timothy M. Herr, Therese A. Nelson, Luke V. Rasmussen, Yinan Zheng, Nicola Lancki, Justin B. Starren

CoRR, 2020

Video-based Concurrent Activity Recognition for Trauma Resuscitation.

Yanyi Zhang, Yue Gu, Ivan Marsic, Yinan Zheng, Randall S. Burd

Proceedings of the 8th IEEE International Conference on Healthcare Informatics, 2020

Checklist Design Reconsidered: Understanding Checklist Compliance and Timing of Interactions.

Leah Kulp, Aleksandra Sarcevic, Yinan Zheng, Megan Cheng, Emily Alberto, Randall S. Burd

Proceedings of the CHI '20: CHI Conference on Human Factors in Computing Systems, 2020

2019

Comparing the Effects of Paper and Digital Checklists on Team Performance in Time-Critical Work.

Leah Kulp, Aleksandra Sarcevic, Megan Cheng, Yinan Zheng, Randall S. Burd

Proceedings of the 2019 CHI Conference on Human Factors in Computing Systems, 2019

2017

Ultra-high dimensional variable selection with application to normative aging study: DNA methylation and metabolic syndrome.

Grace Yoon, Yinan Zheng, Zhou Zhang, Haixiang Zhang, Tao Gao, Brian Joyce, Wei Zhang, Weihua Guan, Andrea A. Baccarelli, Wenxin Jiang, Joel Schwartz, Pantel Vokonas, Lifang Hou, Lei Liu

BMC Bioinform., 2017

2016

Estimating and testing high-dimensional mediation effects in epigenetic studies.

Haixiang Zhang, Yinan Zheng, Zhou Zhang, Tao Gao, Brian Joyce, Grace Yoon, Wei Zhang, Joel Schwartz, Allan C. Just, Elena Colicino, Pantel Vokonas, Lihui Zhao, Jinchi Lv, Andrea A. Baccarelli, Lifang Hou, Lei Liu

Bioinform., 2016

2015

Modeling vehicle-pedestrian interactions outside of crosswalks.

Yinan Zheng, Thomas Chase, Lily Elefteriadou, Bastian Schroeder, Virginia P. Sisiopiku

Simul. Model. Pract. Theory, 2015

2014

PGS: a tool for association study of high-dimensional microRNA expression data with repeated measures.

Yinan Zheng, Zhe Fei, Wei Zhang, Justin B. Starren, Lei Liu, Andrea A. Baccarelli, Yi Li, Lifang Hou

Bioinform., 2014

2011

Analysis of "One Road One Line with Straight Driving" Bus system based on TransCAD.

Xueyang Fang, Yinan Zheng, Liuyi Gao

Proceedings of the International Conference on Electronic and Mechanical Engineering and Information Technology, 2011