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Viewing Publication 1 - 87 from 87

2025

Adaptive control of reaction-diffusion PDEs via neural operator-approximated gain kernelsLuke Bhan, Yuanyuan Shi, Miroslav Krstic. scl, 195:105968, 2025. [doi]

Adaptive neural-operator backstepping control of a benchmark hyperbolic PDEMaxence Lamarque, Luke Bhan, Yuanyuan Shi, Miroslav Krstic. automatica, 177:112329, 2025. [doi]

Integrated multi-local and global dynamic perception structure for sign language recognitionSiyu Liang, Yunan Li 0001, Yuanyuan Shi, Huizhou Chen, Qiguang Miao. paa, 28(2):50, June 2025. [doi]

Generalizable Motion Planning via Operator LearningSharath Matada, Luke Bhan, Yuanyuan Shi, Nikolay Atanasov 0001. iclr 2025: [doi]

Toward Value-Oriented Renewable Energy Forecasting: An Iterative Learning ApproachYufan Zhang, Mengshuo Jia, Honglin Wen, Yuexin Bian, Yuanyuan Shi. tsg, 16(2):1962-1974, March 2025. [doi]

2024

Stability-Constrained Learning for Frequency Regulation in Power Grids With Variable InertiaJie Feng 0006, Manasa Muralidharan, Rodrigo Henriquez-Auba, Patricia Hidalgo-Gonzalez, Yuanyuan Shi. csysl, 8:994-999, 2024. [doi]

Stability Constrained Reinforcement Learning for Decentralized Real-Time Voltage ControlJie Feng 0006, Yuanyuan Shi, Guannan Qu, Steven H. Low, Anima Anandkumar, Adam Wierman. tcns, 11(3):1370-1381, September 2024. [doi]

Moving-Horizon Estimators for Hyperbolic and Parabolic PDEs in 1-DLuke Bhan, Yuanyuan Shi, Iasson Karafyllis, Miroslav Krstic, James B. Rawlings. amcc 2024: 4735-4740 [doi]

PDE control gym: A benchmark for data-driven boundary control of partial differential equationsLuke Bhan, Yuexin Bian, Miroslav Krstic, Yuanyuan Shi. l4dc 2024: 1083-1095 [doi]

Neural Operators for Bypassing Gain and Control Computations in PDE BacksteppingLuke Bhan, Yuanyuan Shi, Miroslav Krstic. tac, 69(8):5310-5325, August 2024. [doi]

Predicting Strategic Energy Storage BehaviorsYuexin Bian, Ningkun Zheng, Yang Zheng 0001, Bolun Xu, Yuanyuan Shi. tsg, 15(2):1608-1619, 2024. [doi]

Contributions of Individual Generators to Nodal Carbon EmissionsYize Chen, Deepjyoti Deka, Yuanyuan Shi. eenergy 2024: 72-78 [doi]

An improved multi-filter fusion indoor localization algorithm based on INS and UWBLong Cheng, Chen Cui, Zhijian Zhao, Yuanyuan Shi. esi, 17(3):2509-2521, June 2024. [doi]

An Indoor Localization Algorithm of UWB and INS Fusion based on Hypothesis TestingLong Cheng, Yuanyuan Shi, Chen Cui, Yuqing Zhou. itiis, 18(5):1317-1340, 2024. [doi]

K2: A Foundation Language Model for Geoscience Knowledge Understanding and UtilizationCheng Deng, Tianhang Zhang, Zhongmou He, Qiyuan Chen, Yuanyuan Shi, Yi Xu, Luoyi Fu, Weinan Zhang 0001, Xinbing Wang, Chenghu Zhou, Zhouhan Lin, Junxian He. wsdm 2024: 161-170 [doi]

Off-Dynamics Reinforcement Learning via Domain Adaptation and Reward Augmented ImitationYihong Guo, Yixuan Wang, Yuanyuan Shi, Pan Xu, Anqi Liu. nips 2024: [doi]

Neural operators of backstepping controller and observer gain functions for reaction-diffusion PDEsMiroslav Krstic, Luke Bhan, Yuanyuan Shi. automatica, 164:111649, 2024. [doi]

Spatiotemporal Patterns of Air Pollutants over the Epidemic Course: A National Study in ChinaKun Qin, Zhanpeng Wang, Shaoqing Dai, Yuchen Li, Manyao Li, Chen Li, Ge Qiu, Yuanyuan Shi, Chun Yin, Shujuan Yang, Peng Jia 0001. remotesensing, 16(7):1298, April 2024. [doi]

MGR-Dark: A Large Multimodal Video Dataset and RGB-IR Benchmark for Gesture Recognition in DarknessYuanyuan Shi, Yunan Li, Siyu Liang, Huizhou Chen, Qiguang Miao. mm 2024: 2321-2330 [doi]

CISampler: Correlated Information Guided Frame Sampling for Gesture Recognition in VideoYuanyuan Shi, Yunan Li 0001, Huizhou Chen, Siyu Liang, Qiguang Miao. mmasia 2024: [doi]

A Semi-Supervised Underexposed Image Enhancement Network With Supervised Context Attention and Multi-Exposure FusionYuanyuan Shi, Xiaolong Fu, Yunan Li, Kaibin Miao, Xiangzeng Liu, Bocheng Zhao, Qiguang Miao. tmm, 26:1229-1243, 2024. [doi]

Online Learning for Robust Voltage Control Under Uncertain Grid TopologyChristopher Yeh, Jing Yu 0010, Yuanyuan Shi, Adam Wierman. tsg, 15(5):4754-4764, September 2024. [doi]

Optimal Vehicle Charging in Bilevel Power-Traffic Networks via Charging Demand FunctionYufan Zhang, Sujit Dey, Yuanyuan Shi. tsg, 15(3):3054-3065, May 2024. [doi]

Single-Crystalline Monolayer Mos2 Arrays Based High-Performance Transistors via Selective-Area CVD Growth Directly on Silicon WafersGuixu Zhu, Xiaodong Zhang, Haotian Fang, Dongdong Sun, Luyang Wang, Zujian Dai, Lizi Wei, Qiuyang Lin, Ao Li, Yufeng Min, Qiuxia Lu, Lixin He, Dongsheng Song, Yuanyuan Shi. vlsit 2024: 1-2 [doi]

2023

Neural Operators for Hyperbolic PDE Backstepping Feedback LawsLuke Bhan, Yuanyuan Shi, Miroslav Krstic. cdc 2023: 5994-5999 [doi]

Neural Operators for Hyperbolic PDE Backstepping KernelsLuke Bhan, Yuanyuan Shi, Miroslav Krstic. cdc 2023: 5202-5207 [doi]

Operator Learning for Nonlinear Adaptive ControlLuke Bhan, Yuanyuan Shi, Miroslav Krstic. l4dc 2023: 346-357 [doi]

BEAR-Data: Analysis and Applications of an Open Multizone Building DatasetYuexin Bian, Xiaohan Fu, Bo Liu, Rohith Rachala, Rajesh K. Gupta 0001, Yuanyuan Shi. sensys 2023: 240-243 [doi]

Leveraging Predictions in Power System Frequency Control: An Adaptive ApproachWenqi Cui, Guanya Shi, Yuanyuan Shi, Baosen Zhang. cdc 2023: 570-576 [doi]

Structured Neural-PI Control with End-to-End Stability and Output Tracking GuaranteesWenqi Cui, Yan Jiang, Baosen Zhang, Yuanyuan Shi. nips 2023: [doi]

Bridging Transient and Steady-State Performance in Voltage Control: A Reinforcement Learning Approach With Safe Gradient FlowJie Feng, Wenqi Cui, Jorge Cortés 0001, Yuanyuan Shi. csysl, 7:2845-2850, 2023. [doi]

Loop Closure Detection Method Based on Similarity Differences between Image BlocksYizhe Huang, Bin Huang, Zhifu Zhang, Yuanyuan Shi, Yizhao Yuan, Jinfeng Sun. sensors, 23(20):8632, October 2023. [doi]

KCRL: Krasovskii-Constrained Reinforcement Learning with Guaranteed Stability in Nonlinear Discrete-Time SystemsSahin Lale, Yuanyuan Shi, Guannan Qu, Kamyar Azizzadenesheli, Adam Wierman, Anima Anandkumar. cdc 2023: 1334-1341 [doi]

Automatic Generation of Multidimensional Labels of Educational Resources Based on Grey ClusteringXiafu Pan, Yuanyuan Shi. eleot 2024: 160-174 [doi]

A Practical End-to-End Inventory Management Model with Deep LearningMeng Qi, Yuanyuan Shi, Yongzhi Qi, Chenxin Ma, Rong Yuan, Di Wu, Zuo-Jun Max Shen. mansci, 69(2):759-773, February 2023. [doi]

Reliability Analysis of 3D Light Rail Landscape Interactive Design Teaching System Based on Virtual RealityYuanyuan Shi, Xiafu Pan. eleot 2024: 324-340 [doi]

*Wei Wang, Yu Jiang, Aihua Li, Bin Wei, Yuanyuan Shi. iccchina 2023: 1-5 [doi]

Challenges in smart tourism: a media content analysis of digital barriers for senior tourists in ChinaYi Xu, Yuanyuan Shi, Tianyu Qin. jitt, 25(4):665-682, December 2023. [doi]

The Evolution of Interindustry Technology Linkage Topics and Its Analysis Framework in Three-Dimensional Printing TechnologyZaoli Yang, Nazrul Islam 0002, Yuanyuan Shi, K. Venkatachalam 0001, Lucheng Huang. tem, 70(10):3601-3621, 2023. [doi]

SustainGym: Reinforcement Learning Environments for Sustainable Energy SystemsChristopher Yeh, Victor Li, Rajeev Datta, Julio Arroyo, Nicolas Christianson, Chi Zhang, Yize Chen, Mohammad Mehdi Hosseini, Azarang Golmohammadi, Yuanyuan Shi, Yisong Yue, Adam Wierman. nips 2023: [doi]

A review on street view observations in support of the sustainable development goalsChun Yin, Ningyezi Peng, Yuchen Li, Yuanyuan Shi, Shujuan Yang, Peng Jia 0001. aeog, 117:103205, March 2023. [doi]

BEAR: Physics-Principled Building Environment for Control and Reinforcement LearningChi Zhang, Yuanyuan Shi, Yize Chen. eenergy 2023: 66-71 [doi]

2022

Demand response model identification and behavior forecast with OptNet: a gradient-based approachYuexin Bian, Ningkun Zheng, Yang Zheng, Bolun Xu, Yuanyuan Shi. eenergy 2022: 418-429 [doi]

Carbon-Aware EV ChargingKai-Wen Cheng, Yuexin Bian, Yuanyuan Shi, Yize Chen. smartgridcomm 2022: 186-192 [doi]

Stable and Efficient Shapley Value-Based Reward Reallocation for Multi-Agent Reinforcement Learning of Autonomous VehiclesSongyang Han, He Wang, Sanbao Su, Yuanyuan Shi, Fei Miao. icra 2022: 8765-8771 [doi]

Thermal Modal Performance of Composite Laminates Embedded with Anti-Symmetric Oblique Coupling Gradient Pre-Strained SMA Wires for Suppressing ResonanceYizhe Huang, Yuanyuan Shi. symmetry, 14(2):361, 2022. [doi]

Machine Learning Accelerated PDE Backstepping ObserversYuanyuan Shi, Zongyi Li, Huan Yu, Drew Steeves, Anima Anandkumar, Miroslav Krstic. cdc 2022: 5423-5428 [doi]

Stability Constrained Reinforcement Learning for Real-Time Voltage ControlYuanyuan Shi, Guannan Qu, Steven H. Low, Anima Anandkumar, Adam Wierman. amcc 2022: 2715-2721 [doi]

Robust online voltage control with an unknown grid topologyChristopher Yeh, Jing Yu 0010, Yuanyuan Shi, Adam Wierman. eenergy 2022: 240-250 [doi]

Design and Implementation of VSTO-based Online Compilation Teaching System for C LanguageXiya Yu, Xuetao Zhang, Yuanyuan Shi, Changping Wu, Xianhe Li. csse 2022: 481-486 [doi]

2021

Training Certifiably Robust Neural Networks with Efficient Local Lipschitz BoundsYujia Huang, Huan Zhang, Yuanyuan Shi, J. Zico Kolter, Anima Anandkumar. nips 2021: 22745-22757 [doi]

ToFM: Topic-specific Facet Mining by Facet Propagation within ClustersHongxuan Li, Bifan Wei, Jun Liu 0002, Zhaotong Guo, Jingchao Qi, Bei Wu, Yong Liu, Yuanyuan Shi. icbk 2021: 402-409 [doi]

Stable Online Control of Linear Time-Varying SystemsGuannan Qu, Yuanyuan Shi, Sahin Lale, Anima Anandkumar, Adam Wierman. l4dc 2021: 742-753 [doi]

Virtual Network Embedding Based on Multidimensional Resource Constraints in Heterogeneous Space-Air-Ground NetworkHua Qu, Yuanyuan Shi, Jihong Zhao 0001, Wei Liu, Qiuyu Yu. icct 2021: 988-992 [doi]

Time series modeling of the cycle-to-cycle variability in h-BN based memristorsJuan Bautista Roldán, David Maldonado, F. J. Alonso, Andrés M. Roldán, Fei Hui, Yuanyuan Shi, Francisco Jiménez-Molinos, Ana M. Aguilera, Mario Lanza. irps 2021: 1-5 [doi]

Review of dynamic gesture recognitionYuanyuan Shi, Yunan Li, Xiaolong Fu, Kaibin Miao, Qiguang Miao. vrih, 3(3):183-206, 2021. [doi]

Safe Reinforcement Learning of Control-Affine Systems with Vertex NetworksLiyuan Zheng, Yuanyuan Shi, Lillian J. Ratliff, Baosen Zhang. l4dc 2021: 336-347 [doi]

2020

2019

2018

Zero-Shot Question Classification Using Synthetic SamplesHao Fu, Caixia Yuan, Xiaojie Wang, Zhijie Sang, Shuo Hu, Yuanyuan Shi. ccis 2018: 714-718 [doi]

Attention Based Joint Model with Negative Sampling for New Slot Values RecognitionMulan Hou, Xiaojie Wang, Caixia Yuan, Guohua Yang, Shuo Hu, Yuanyuan Shi. iwsds 2019: 3-15 [doi]

Enhanced reliability of hexagonal boron nitride dielectric stacks due to high thermal conductivityXianhu Liang, Bin Yuan, Yuanyuan Shi, Fei Hui, Xu Jing, Mario Lanza, Felix Palumbo. irps 2018: 6-1 [doi]

A Combinatorial Solution to Point Symbol RecognitionYi-Ning Quan, Yuanyuan Shi, Qiguang Miao, Yutao Qi. sensors, 18(10):3403, 2018. [doi]

A Convex Cycle-based Degradation Model for Battery Energy Storage Planning and OperationYuanyuan Shi, Bolun Xu, Yushi Tan, Baosen Zhang. amcc 2018: 4590-4596 [doi]

Analysis of intellectual property cooperation behavior and its simulation under two types of scenarios using evolutionary game theoryZaoli Yang, Yuanyuan Shi, Yuchen Li. candie, 125:739-750, 2018. [doi]

2017

Modeling and optimization of complex building energy systems with deep neural networksYize Chen, Yuanyuan Shi, Baosen Zhang. acssc 2017: 1368-1373 [doi]

Similarity Degree for Multi-Attribute Decision Making with Incomplete Dual Hesitant Fuzzy SetsXin Liu, Yuanyuan Shi, Li Zou, Siyuan Luo. iscide 2017: 113-122 [doi]

Linguistic Truth-Valued Multi-Attribute Decision Making Approach Based on TOPSISYuanyuan Shi, Li Zou, Yingying Xu, Siyuan Luo, Jia Meng. ideal 2017: 481-488 [doi]

Linguistic-valued lattice implication algebra TOPSIS method based on entropy weight methodHongdong Wang, Jia Meng, Li Zou, Siyuan Luo, Yuanyuan Shi. iske 2017: 1-8 [doi]

Optimal regulation response of batteries under cycle aging mechanismsBolun Xu, Yuanyuan Shi, Daniel S. Kirschen, Baosen Zhang. cdc 2017: 751-756 [doi]

Developing dynamic intuitionistic normal fuzzy aggregation operators for multi-attribute decision-making with time sequence preferenceZaoli Yang, Jinqiu Li, Lucheng Huang, Yuanyuan Shi. eswa, 82:344-356, 2017. [doi]

2016

Leveraging energy storage to optimize data center electricity cost in emerging power marketsYuanyuan Shi, Bolun Xu, Baosen Zhang, Di Wang. eenergy 2016: 18 [doi]

Product Review Summarization by Exploiting Phrase PropertiesNaitong Yu, Minlie Huang, Yuanyuan Shi, Xiaoyan Zhu. COLING 2016: 1113-1124 [doi]

2014

The Development and Validation of the Social Network Sites (SNSs) Usage QuestionnaireYuanyuan Shi, Yu L. L. Luo, Ziyan Yang, Yunzhi Liu, Huajian Cai. hci 2014: 113-124 [doi]

Emotionally Representative Image Discovery for Social EventsYun Yang, Peng Cui, Wenwu Zhu, H. Vicky Zhao, Yuanyuan Shi, Shiqiang Yang. mir 2014: 177 [doi]

2013

Understanding Social Network Sites (SNSs) Preferences: Personality, Motivation, and Happiness MattersYuanyuan Shi, Xitong Yue, Jin He. hci 2013: 94-103 [doi]

Who Are Seeking Friends? The Portrait of Stranger-Seeker in Social Network SitesXitong Yue, Yuanyuan Shi, Huajian Cai. hci 2013: 120-125 [doi]

2010

Dynamic Modeling on Nitrogen Assignment in TobaccoPeng Zhao, Yuanyuan Shi, Xinming Ma, Shuping Xiong. ifip12 2011: 614-622 [doi]

2009

A Research on Exception Monitoring and HandlingWeijian Huang, Shuo Liang, Yuanyuan Shi. ncm 2009: 1793-1797 [doi]

2002

Comparative study of linear feature transformation techniques for Mandarin digit string recognitionJian Shan, Yuanyuan Shi, Jia Liu 0001, Runsheng Liu. iscslp 2002: [doi]

2001

Single-chip speech recognition system based on 8051 microcontroller coreYuanyuan Shi, Liu Jia, Liu Runsheng. tce, 47(1):149-153, 2001. [doi]

1999

A dynamic neural network for syllable recognitionLin Zhong 0001, Yuanyuan Shi, Runsheng Liu. ijcnn 1999: 2997-3001 [doi]

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