Tianyang Zhao

Publication Activity (10 Years)

Years Active: 2018-2024
Publications (10 Years): 38

Top Topics

Energy Management

Chinese Named Entity Recognition

Top Venues

IEEE Trans. Smart Grid

IEEE Trans. Ind. Informatics

Publications

Xuan Liu, Yuanze Wang, Xiong Liu, Tianyang Zhao, Peng Wang
More Efficient Energy Management for Hybrid AC/DC Microgrids With Hard Constrained Neural Network-Based Conversion Loss Surrogate Models. IEEE Trans. Smart Grid 15 (3) (2024)
Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Vijay Mahadevan, R. Manmatha, Ying Nian Wu
No Head Left Behind - Multi-Head Alignment Distillation for Transformers. AAAI (2024)
Yuxin Wu, Tianyang Zhao, Haoyuan Yan, Min Liu, Nian Liu
Hierarchical Hybrid Multi-Agent Deep Reinforcement Learning for Peer-to-Peer Energy Trading Among Multiple Heterogeneous Microgrids. IEEE Trans. Smart Grid 14 (6) (2023)
Xiao Qi, Tianyang Zhao, Xuan Liu, Peng Wang
Three-Stage Stochastic Unit Commitment for Microgrids Toward Frequency Security via Renewable Energy Deloading. IEEE Trans. Smart Grid 14 (6) (2023)
Tianyang Zhao, Xiong Liu, Peng Wang, Frede Blaabjerg
More Efficient Energy Management for Networked Hybrid AC/DC Microgrids With Multivariable Nonlinear Conversion Losses. IEEE Syst. J. 17 (2) (2023)
Tianyang Zhao, Haoyuan Yan, Xiaochuan Liu, Zhaohao Ding
Congestion-Aware Dynamic Optimal Traffic Power Flow in Coupled Transportation Power Systems. IEEE Trans. Ind. Informatics 19 (2) (2023)
Yifei Xu, Jianwen Xie, Tianyang Zhao, Chris L. Baker, Yibiao Zhao, Ying Nian Wu
Energy-Based Continuous Inverse Optimal Control. IEEE Trans. Neural Networks Learn. Syst. 34 (12) (2023)
Yanchang Liang, Zhaohao Ding, Tianyang Zhao, Wei-Jen Lee
Real-Time Operation Management for Battery Swapping-Charging System via Multi-Agent Deep Reinforcement Learning. IEEE Trans. Smart Grid 14 (1) (2023)
Xuan Liu, Xiong Liu, Zhifeng Huang, Tianyang Zhao
A Neural Network-Based Conversion Loss Model with Hard Constraints for Energy Management. IAS (2022)
Zhanglei Guan, Haoyuan Yan, Tianyang Zhao
Stochastic Scheduling of Mobile Energy Storage Systems for Transmission System Resilience Enhancement. ISGT Asia (2022)
Xiaochuan Liu, Cheong Boon Soh, Tianyang Zhao, Peng Wang
Stochastic Scheduling of Mobile Energy Storage in Coupled Distribution and Transportation Networks for Conversion Capacity Enhancement. IEEE Trans. Smart Grid 12 (1) (2021)
Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li
A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations. AAAI (2021)
Tianyang Zhao, Jiayu Qiu, Shuli Wen, Miao Zhu
Efficient Onboard Energy Storage System Sizing for All-Electric Ship Microgrids via Optimized Navigation Routing. IAS (2021)
Shuya Ding, Chaoyu Dong, Tianyang Zhao, Liang Mong Koh, Xiaoyin Bai, Jun Luo
A Meta-learning Based Multimodal Neural Network for Multistep Ahead Battery Thermal Runaway Forecasting. IEEE Trans. Ind. Informatics 17 (7) (2021)
Bo Pang, Tianyang Zhao, Xu Xie, Ying Nian Wu
Trajectory Prediction With Latent Belief Energy-Based Model. CVPR (2021)
Bo Pang, Tianyang Zhao, Xu Xie, Ying Nian Wu
Trajectory Prediction with Latent Belief Energy-Based Model. CoRR (2021)
Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li
Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction. ACL/IJCNLP (Findings) (2021)
Shengwei Liu, Tianyang Zhao, Xuan Liu, Yuanzheng Li, Peng Wang
Proactive Resilient Day-ahead Unit Commitment with Cloud Computing Data Centers. IAS (2021)
Qian-Wen Zhang, Zhao Yan, Tianyang Zhao, Shi-Wei Zhang, Meng Yao, Meng-Liang Rao, Yunbo Cao
MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts. AAAI (2021)
Tianyang Zhao, Haoyan Liu, Qianhui Wu, Changzhi Sun, Dongdong Zhang, Zhoujun Li
BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition. DASFAA (1) (2020)
Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li
Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction. IJCAI (2020)
Qianwen Xu, Tianyang Zhao, Yan Xu, Zhao Xu, Peng Wang, Frede Blaabjerg
A Distributed and Robust Energy Management System for Networked Hybrid AC/DC Microgrids. IEEE Trans. Smart Grid 11 (4) (2020)
Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li
Entity Relative Position Representation Based Multi-head Selection for Joint Entity and Relation Extraction. CNCL (2020)
Shuhan Yao, Peng Wang, Xiaochuan Liu, Huajun Zhang, Tianyang Zhao
Rolling Optimization of Mobile Energy Storage Fleets for Resilient Service Restoration. IEEE Trans. Smart Grid 11 (2) (2020)
Huajun Zhang, Lin Cheng, Shuhan Yao, Tianyang Zhao, Peng Wang
Spatial-Temporal Reliability and Damage Assessment of Transmission Networks Under Hurricanes. IEEE Trans. Smart Grid 11 (2) (2020)
Liang Zhao, Tianyang Zhao, Tingting Sun, Zhuo Liu, Zhikui Chen
Multi-View Robust Feature Learning for Data Clustering. IEEE Signal Process. Lett. 27 (2020)
Shuhan Yao, Peng Wang, Tianyang Zhao
Transportable Energy Storage for More Resilient Distribution Systems With Multiple Microgrids. IEEE Trans. Smart Grid 10 (3) (2019)
Yuanzheng Li, Zhixian Ni, Tianyang Zhao, Minghui Yu, Yun Liu, Lei Wu
Coordinated Stochastic Scheduling for Improving Wind Power Adsorption in Electric Vehicles-Wind Integrated Power Systems by Multi-objective Optimization Approach. IAS (2019)
Yifei Xu, Tianyang Zhao, Chris L. Baker, Yibiao Zhao, Ying Nian Wu
Learning Trajectory Prediction with Continuous Inverse Optimal Control via Langevin Sampling of Energy-Based Models. CoRR (2019)
Jing Guo, Tianyang Zhao, Wenxia Liu, Jianhua Zhang
Reliability Modeling and Assessment of Isolated Microgrid Considering Influences of Frequency Control. IEEE Access 7 (2019)
Shuhan Yao, Jiuxiang Gu, Peng Wang, Tianyang Zhao, Huajun Zhang, Xiaochuan Liu
Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach. CoRR (2019)
Tianyang Zhao, Yifei Xu, Mathew Monfort, Wongun Choi, Chris L. Baker, Yibiao Zhao, Yizhou Wang, Ying Nian Wu
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction. CoRR (2019)
Xiaochuan Liu, Tianyang Zhao, Shuhan Yao, Cheong Boon Soh, Peng Wang
Distributed Operation Management of Battery Swapping-Charging Systems. IEEE Trans. Smart Grid 10 (5) (2019)
Tianyang Zhao, Yifei Xu, Mathew Monfort, Wongun Choi, Chris L. Baker, Yibiao Zhao, Yizhou Wang, Ying Nian Wu
Multi-Agent Tensor Fusion for Contextual Trajectory Prediction. CVPR (2019)
Shuli Wen, Yu Wang, Yi Tang, Yan Xu, Pengfei Li, Tianyang Zhao
Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System. IEEE Trans. Ind. Informatics 15 (9) (2019)
Sidun Fang, Yan Xu, Zhengmao Li, Tianyang Zhao, Hongdong Wang
Two-Step Multi-Objective Management of Hybrid Energy Storage System in All-Electric Ship Microgrids. IEEE Trans. Veh. Technol. 68 (4) (2019)
Tianyang Zhao, Yuanzheng Li, Xuewei Pan, Peng Wang, Jianhua Zhang
Real-Time Optimal Energy and Reserve Management of Electric Vehicle Fast Charging Station: Hierarchical Game Approach. IEEE Trans. Smart Grid 9 (5) (2018)
Yuanzheng Li, Tianyang Zhao, Ping Wang, Hoay Beng Gooi, Lei Wu, Yun Liu, Jian Ye
Optimal Operation of Multimicrogrids via Cooperative Energy and Reserve Scheduling. IEEE Trans. Ind. Informatics 14 (8) (2018)