Yiyan Li

33 papers Journal 25Unranked 8
YearRankTypeTitle / Venue / Authors
2026 J jnl
A Glass-Box Deep-Learning Method for Electrical Energy System Modeling Based on Kolmogorov-Arnold Network.
IEEE Trans. Ind. Informatics
Zhenghao Zhou, Yiyan Li, Zelin Guo, Zheng Yan, Mo-Yuen Chow
2026 J jnl
An LLM-Enabled Frequency-Aware Flow Diffusion Model for Natural-Language-Guided Power System Scenario Generation.
CoRR
Zhenghao Zhou, Yiyan Li, Fei Xie, Lu Wang, Bo Wang, Jiansheng Wang, Zheng Yan, Mo-Yuen Chow
2025 J jnl
A Stochastic Nash Equilibrium Problem for Crisis Rescue.
Axioms
Cunlin Li, Yiyan Li
2025 J jnl
AgentTune: An Agent-Based Large Language Model Framework for Database Knob Tuning.
Proc. ACM Manag. Data
Yiyan Li, Haoyang Li, Jing Zhang, Renata Borovica-Gajic, Shuai Wang, Tieying Zhang, Jianjun Chen, Rui Shi, Cuiping Li, Hong Chen
2025 — conf
An Entity-Relation Extraction Framework via Symmetry-Aware Augmentation and Priority-Constrained Optimization.
ADMA (1)
Xiaojun Sheng, Yiyan Li, Minmin Li, Shunli Wang, Yafei Wang, Renzhong Guo
2025 J jnl
E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model.
Proc. VLDB Endow.
Xinmei Huang, Haoyang Li, Jing Zhang, Xinxin Zhao, Zhiming Yao, Yiyan Li, Tieying Zhang, Jianjun Chen, Hong Chen, Cuiping Li
2025 J jnl
LIOF: Make the Learned Index Learn Faster With Higher Accuracy.
IEEE Trans. Knowl. Data Eng.
Tao Ji, Kai Zhong, Luming Sun, Yiyan Li, Cuiping Li, Hong Chen
2024 J jnl
A Two-Stage AI-Powered Motif Mining Method for Efficient Power System Topological Analysis.
CoRR
Yiyan Li, Zhenghao Zhou, Jian Ping, Xiaoyuan Xu, Zheng Yan, Jianzhong Wu
2024 J jnl
E2ETune: End-to-End Knob Tuning via Fine-tuned Generative Language Model.
CoRR
Xinmei Huang, Haoyang Li, Jing Zhang, Xinxin Zhao, Zhiming Yao, Yiyan Li, Tieying Zhang, Jianjun Chen, Hong Chen, Cuiping Li
2024 J jnl
Is Large Language Model Good at Database Knob Tuning? A Comprehensive Experimental Evaluation.
CoRR
Yiyan Li, Haoyang Li, Pu Zhao, Jing Zhang, Xinyi Zhang, Tao Ji, Luming Sun, Cuiping Li, Hong Chen
2024 J jnl
Load Profile Inpainting for Missing Load Data Restoration and Baseline Estimation.
IEEE Trans. Smart Grid
Yiyan Li, Lidong Song, Yi Hu, Han Pyo Lee, Di Wu, P. J. Rehm, Ning Lu
2024 J jnl
MultiLoad-GAN: A GAN-Based Synthetic Load Group Generation Method Considering Spatial-Temporal Correlations.
IEEE Trans. Smart Grid
Yi Hu, Yiyan Li, Lidong Song, Han Pyo Lee, P. J. Rehm, Matthew Makdad, Edmond Miller, Ning Lu
2023 J jnl
A Novel Feeder-level Microgrid Unit Commitment Algorithm Considering Cold-load Pickup, Phase Balancing, and Reconfiguration.
CoRR
Rongxing Hu, Ashwin Shirsat, Valliappan Muthukaruppan, Si Zhang, Yiyan Li, Lidong Song, Bei Xu, Victor Paduani, Ning Lu, Mesut E. Baran, Wenyuan Tang
2023 J jnl
A TCN-Based Hybrid Forecasting Framework for Hours-Ahead Utility-Scale PV Forecasting.
IEEE Trans. Smart Grid
Yiyan Li, Lidong Song, Si Zhang, Laura Kraus, Taylor Adcox, Roger Willardson, Abhishek Komandur, Ning Lu
2023 J jnl
Reactive Power Market Design for Distribution Networks With High Photovoltaic Penetration.
IEEE Trans. Smart Grid
Qiangang Jia, Yiyan Li, Zheng Yan, Sijie Chen
2022 J jnl
An Iterative Bidirectional Gradient Boosting Algorithm for CVR Baseline Estimation.
CoRR
Han Pyo Lee, Lidong Song, Yiyan Li, Ning Lu, Di Wu, P. J. Rehm, Matthew Makdad, Edmond Miller
2022 J jnl
Feeder Microgrid Management on an Active Distribution System during a Severe Outage.
CoRR
Valliappan Muthukaruppan, Ashwin Shirsat, Rongxing Hu, Victor Paduani, Bei Xu, Yiyan Li, Mesut E. Baran, Ning Lu, David Lubkeman, Wenyuan Tang
2022 J jnl
Optimal Incentive Strategy in Cloud-Edge Integrated Demand Response Framework for Residential Air Conditioning Loads.
IEEE Trans. Cloud Comput.
Qiangang Jia, Sijie Chen, Zheng Yan, Yiyan Li
2022 J jnl
ProfileSR-GAN: A GAN Based Super-Resolution Method for Generating High-Resolution Load Profiles.
IEEE Trans. Smart Grid
Lidong Song, Yiyan Li, Ning Lu
2022 J jnl
SA-HMTS: A Secure and Adaptive Hierarchical Multi-timescale Framework for Resilient Load Restoration Using A Community Microgrid.
CoRR
Ashwin Shirsat, Valliappan Muthukaruppan, Rongxing Hu, Victor Paduani, Bei Xu, Lidong Song, Yiyan Li, Ning Lu, Mesut E. Baran, David Lubkeman, Wenyuan Tang
2021 — conf
Handwritten Chess Scoresheet Recognition Using a Convolutional BiLSTM Network.
ICDAR Workshops (1)
Owen Eicher, Denzel Farmer, Yiyan Li, Nishatul Majid
2021 — conf
Rapid Detection of Bacteria Using Raman Spectroscopy and Deep Learning.
CCWC
Kaitlyn Kukula, Denzel Farmer, Jesse Duran, Nishatul Majid, Christie Chatterley, Jeff Jessing, Yiyan Li
2020 — conf
A Field-Deployable and Low-Cost PCR (FLC-PCR) Thermocycler for the Rapid Detection of Environmental E. coli.
EMBC
James Ferguson, Jesse Duran, Wesley Killinen, Jason Wagner, Caroline Kulesza, Christie Chatterley, Yiyan Li
2020 J jnl
A Load Switching Group based Feeder-level Microgrid Energy Management Algorithm for Service Restoration in Power Distribution System.
CoRR
Rongxing Hu, Yiyan Li, Si Zhang, Ashwin Shirsat, Valliappan Muthukaruppan, Wenyuan Tang, Mesut E. Baran, David Lubkeman, Ning Lu
2020 J jnl
A Meta-learning based Distribution System Load Forecasting Model Selection Framework.
CoRR
Yiyan Li, Si Zhang, Rongxing Hu, Ning Lu
2020 J jnl
A Reinforcement Learning Method For Power Suppliers' Strategic Bidding with Insufficient Information.
CoRR
Qiangang Jia, Zhaoyu Hu, Yiyan Li, Zheng Yan, Sijie Chen
2020 — conf
Enumeration of Ampicillin-Resistant E. Coli in Blood Using Droplet Microfluidics and High-Speed Image Processing.
ISBI
Yiyan Li, Hemanth Cherukury, Jan Zimak, Jacob Harrison, Ellena Peterson, Weian Zhao
2020 J jnl
GenCos' Behaviors Modeling Based on Q Learning Improved by Dichotomy.
CoRR
Qiangang Jia, Zhaoyu Hu, Yiyan Li, Zheng Yan, Sijie Chen
2020 J jnl
Rapid Detection of β-Lactamase-Producing Bacteria Using the Integrated Comprehensive Droplet Digital Detection (IC 3D) System.
Sensors
Yiyan Li, Hemanth Cherukury, Louai Labanieh, Weian Zhao, Dongku Kang
2019 J jnl
Operation Strategy of Smart Thermostats That Self-Learn User Preferences.
IEEE Trans. Smart Grid
Yiyan Li, Zheng Yan, Sijie Chen, Xiaoyuan Xu, Chongqing Kang
2015 — conf
Computer vision assisted measurement of the displacements of a bimorph piezoelectric cantilever beam.
BioCAS
Yiyan Li, R. Jacob Baker
2014 — conf
A fast fabricating electro-wetting platform to implement large droplet manipulation.
MWSCAS
Yiyan Li, Roger Chen, R. Jacob Baker
2011 — conf
Anodal transcranial direct current stimulation relieves the unilateral bias of a rat model of Parkinson's disease.
EMBC
Yiyan Li, Xulong Tian, Long Qian, Xuehong Yu, Weiwei Jiang