Qingyang Li

Computer Science · Physical Sciences

11h-index593citations31works1.02yr avg
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Research Topics

Quantum Information and Cryptography(8), Quantum optics and atomic interactions(6), Recommender Systems and Techniques(3), Reinforcement Learning in Robotics(3), Smart Grid Energy Management(3)

Publications31 total

A widely applicable Galaxy Group finder Using Machine Learning
arXiv (Cornell University)·2025Open Access
Reinforcement Learning Primers
Synthesis lectures on learning, networks, and algorithms·2024
Reinforcement Learning in the Ridesharing Marketplace
Synthesis lectures on learning, networks, and algorithms·2024· 3 cited
Fewer is more: efficient object detection in large aerial images
Science China Information Sciences·2023· 105 cited
Offline Model-Based Adaptable Policy Learning for Decision-Making in Out-of-Support Regions
IEEE Transactions on Pattern Analysis and Machine Intelligence·2023· 4 cited
Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems
arXiv (Cornell University)·2023Open Access
Sim2Rec: A Simulator-based Decision-making Approach to Optimize Real-World Long-term User Engagement in Sequential Recommender Systems
2023· 8 cited
Fewer is More: Efficient Object Detection in Large Aerial Images
arXiv (Cornell University)·2022· 2 citedOpen Access
Offline Model-based Adaptable Policy Learning
Neural Information Processing Systems·2021· 4 cited
Offline Adaptive Policy Leaning in Real-World Sequential Recommendation Systems
2021
Partially observable environment estimation with uplift inference for reinforcement learning based recommendation
Machine Learning·2021· 8 citedOpen Access
Mapping and Taking Stock of the Personal Informatics Literature
Proceedings of the ACM on Interactive Mobile Wearable and Ubiquitous Technologies·2020· 184 citedOpen Access
Supporting Caring among Intergenerational Family Members through Family Fitness Tracking
2020· 21 citedOpen Access
Environment Reconstruction with Hidden Confounders for Reinforcement Learning based Recommendation
arXiv (Cornell University)·2019· 3 citedOpen Access
How Exercise Data Sharing among Family Members of Different Generations Impacts Individual Exercise and Family Interaction
eScholarship (California Digital Library)·2019Open Access
Polarization Toffoli gate assisted by multiple degrees of freedom
Optics Letters·2018· 31 cited
Constructing the nearly deterministic Toffoli polarization gate with the spatial degree of freedom based on weak cross-Kerr nonlinearities
Optics Communications·2018· 16 cited
基于Student's t分布的不依赖子波最小二乘逆时偏移
2017
Multi-source Multi-target Dictionary Learning for Prediction of Cognitive Decline
Lecture notes in computer science·2017· 21 citedOpen Access
Preparation of four-photon polarization-entangled decoherence-free states employing weak cross-Kerr nonlinearities
Physical review. A/Physical review, A·2016· 36 cited
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Frequent Co-authors

Jieping Ye(10), Zhiwei Qin(9), Xiao‐Ming Xiu(8), Li Dong(7), Haikuan Dong(7), Wenjie Shang(6), Yang Yu(5), Yajun Gao(4), Yajun Gao(4), Xionghui Chen(4), Junxi Wang(3), H. Z. Shen(3), Yan-Fang Lin(3), Yiping Meng(3), Daniel A. Epstein(2), Clara Caldeira(2), Xingxing Xie(2), Gong Cheng(2), Shicheng Miao(2), Ke Li(2)