Tianyang Zhao

According to our database, Tianyang Zhao authored at least 36 papers between 2018 and 2024.

Collaborative distances:

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

2024

No Head Left Behind - Multi-Head Alignment Distillation for Transformers.

Tianyang Zhao, Kunwar Yashraj Singh, Srikar Appalaraju, Peng Tang, Vijay Mahadevan, R. Manmatha, Ying Nian Wu

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Energy-Based Continuous Inverse Optimal Control.

Yifei Xu, Jianwen Xie, Tianyang Zhao, Chris L. Baker, Yibiao Zhao, Ying Nian Wu

IEEE Trans. Neural Networks Learn. Syst., December, 2023

Hierarchical Hybrid Multi-Agent Deep Reinforcement Learning for Peer-to-Peer Energy Trading Among Multiple Heterogeneous Microgrids.

Yuxin Wu, Tianyang Zhao, Haoyuan Yan, Min Liu, Nian Liu

IEEE Trans. Smart Grid, November, 2023

Three-Stage Stochastic Unit Commitment for Microgrids Toward Frequency Security via Renewable Energy Deloading.

Xiao Qi, Tianyang Zhao, Xuan Liu, Peng Wang

IEEE Trans. Smart Grid, November, 2023

More Efficient Energy Management for Networked Hybrid AC/DC Microgrids With Multivariable Nonlinear Conversion Losses.

Tianyang Zhao, Xiong Liu, Peng Wang, Frede Blaabjerg

IEEE Syst. J., June, 2023

Real-Time Operation Management for Battery Swapping-Charging System via Multi-Agent Deep Reinforcement Learning.

Yanchang Liang, Zhaohao Ding, Tianyang Zhao, Wei-Jen Lee

IEEE Trans. Smart Grid, 2023

Congestion-Aware Dynamic Optimal Traffic Power Flow in Coupled Transportation Power Systems.

Tianyang Zhao, Haoyuan Yan, Xiaochuan Liu, Zhaohao Ding

IEEE Trans. Ind. Informatics, 2023

2022

Networked hybrid AC/DC microgrids with nonlinear conversion losses.

Tianyang Zhao

Dataset, August, 2022

Stochastic Scheduling of Mobile Energy Storage Systems for Transmission System Resilience Enhancement.

Zhanglei Guan, Haoyuan Yan, Tianyang Zhao

Proceedings of the IEEE PES Innovative Smart Grid Technologies - Asia, 2022

A Neural Network-Based Conversion Loss Model with Hard Constraints for Energy Management.

Xuan Liu, Xiong Liu, Zhifeng Huang, Tianyang Zhao

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2022

2021

Stochastic Scheduling of Mobile Energy Storage in Coupled Distribution and Transportation Networks for Conversion Capacity Enhancement.

Xiaochuan Liu, Cheong Boon Soh, Tianyang Zhao, Peng Wang

IEEE Trans. Smart Grid, 2021

A Meta-learning Based Multimodal Neural Network for Multistep Ahead Battery Thermal Runaway Forecasting.

Shuya Ding, Chaoyu Dong, Tianyang Zhao, Liang Mong Koh, Xiaoyin Bai, Jun Luo

IEEE Trans. Ind. Informatics, 2021

Efficient Onboard Energy Storage System Sizing for All-Electric Ship Microgrids via Optimized Navigation Routing.

Tianyang Zhao, Jiayu Qiu, Shuli Wen, Miao Zhu

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2021

Proactive Resilient Day-ahead Unit Commitment with Cloud Computing Data Centers.

Shengwei Liu, Tianyang Zhao, Xuan Liu, Yuanzheng Li, Peng Wang

Proceedings of the IEEE Industry Applications Society Annual Meeting, 2021

Trajectory Prediction With Latent Belief Energy-Based Model.

Bo Pang, Tianyang Zhao, Xu Xie, Ying Nian Wu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

Enhancing Dialogue-based Relation Extraction by Speaker and Trigger Words Prediction.

Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li

Proceedings of the Findings of the Association for Computational Linguistics: ACL/IJCNLP 2021, 2021

A Unified Multi-Task Learning Framework for Joint Extraction of Entities and Relations.

Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

MMKE: A Multi-Model Knowledge Extraction System from Unstructured Texts.

Qian-Wen Zhang, Zhao Yan, Tianyang Zhao, Shi-Wei Zhang, Meng Yao, Meng-Liang Rao, Yunbo Cao

Proceedings of the Thirty-Fifth AAAI Conference on Artificial Intelligence, 2021

2020

Spatial-Temporal Reliability and Damage Assessment of Transmission Networks Under Hurricanes.

Huajun Zhang, Lin Cheng, Shuhan Yao, Tianyang Zhao, Peng Wang

IEEE Trans. Smart Grid, 2020

Rolling Optimization of Mobile Energy Storage Fleets for Resilient Service Restoration.

Shuhan Yao, Peng Wang, Xiaochuan Liu, Huajun Zhang, Tianyang Zhao

IEEE Trans. Smart Grid, 2020

A Distributed and Robust Energy Management System for Networked Hybrid AC/DC Microgrids.

Qianwen Xu, Tianyang Zhao, Yan Xu, Zhao Xu, Peng Wang, Frede Blaabjerg

IEEE Trans. Smart Grid, 2020

Multi-View Robust Feature Learning for Data Clustering.

Liang Zhao, Tianyang Zhao, Tingting Sun, Zhuo Liu, Zhikui Chen

IEEE Signal Process. Lett., 2020

Asking Effective and Diverse Questions: A Machine Reading Comprehension based Framework for Joint Entity-Relation Extraction.

Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li

Proceedings of the Twenty-Ninth International Joint Conference on Artificial Intelligence, 2020

BiGCNN: Bidirectional Gated Convolutional Neural Network for Chinese Named Entity Recognition.

Tianyang Zhao, Haoyan Liu, Qianhui Wu, Changzhi Sun, Dongdong Zhang, Zhoujun Li

Proceedings of the Database Systems for Advanced Applications, 2020

Entity Relative Position Representation Based Multi-head Selection for Joint Entity and Relation Extraction.

Tianyang Zhao, Zhao Yan, Yunbo Cao, Zhoujun Li

Proceedings of the Chinese Computational Linguistics - 19th China National Conference, CCL 2020, Hainan, China, October 30, 2020

2019

Two-Step Multi-Objective Management of Hybrid Energy Storage System in All-Electric Ship Microgrids.

Sidun Fang, Yan Xu, Zhengmao Li, Tianyang Zhao, Hongdong Wang

IEEE Trans. Veh. Technol., 2019

Transportable Energy Storage for More Resilient Distribution Systems With Multiple Microgrids.

Shuhan Yao, Peng Wang, Tianyang Zhao

IEEE Trans. Smart Grid, 2019

Distributed Operation Management of Battery Swapping-Charging Systems.

Xiaochuan Liu, Tianyang Zhao, Shuhan Yao, Cheong Boon Soh, Peng Wang

IEEE Trans. Smart Grid, 2019

Real-Time Identification of Power Fluctuations Based on LSTM Recurrent Neural Network: A Case Study on Singapore Power System.

Shuli Wen, Yu Wang, Yi Tang, Yan Xu, Pengfei Li, Tianyang Zhao

IEEE Trans. Ind. Informatics, 2019

Resilient Load Restoration in Microgrids Considering Mobile Energy Storage Fleets: A Deep Reinforcement Learning Approach.

Shuhan Yao, Jiuxiang Gu, Peng Wang, Tianyang Zhao, Huajun Zhang, Xiaochuan Liu

CoRR, 2019

Learning Trajectory Prediction with Continuous Inverse Optimal Control via Langevin Sampling of Energy-Based Models.

Yifei Xu, Tianyang Zhao, Chris L. Baker, Yibiao Zhao, Ying Nian Wu

CoRR, 2019

Reliability Modeling and Assessment of Isolated Microgrid Considering Influences of Frequency Control.

Jing Guo, Tianyang Zhao, Wenxia Liu, Jianhua Zhang

IEEE Access, 2019

Coordinated Stochastic Scheduling for Improving Wind Power Adsorption in Electric Vehicles-Wind Integrated Power Systems by Multi-objective Optimization Approach.

Yuanzheng Li, Zhixian Ni, Tianyang Zhao, Minghui Yu, Yun Liu, Lei Wu

Proceedings of the 2019 IEEE Industry Applications Society Annual Meeting, Baltimore, MD, USA, September 29, 2019

Multi-Agent Tensor Fusion for Contextual Trajectory Prediction.

Tianyang Zhao, Yifei Xu, Mathew Monfort, Wongun Choi, Chris L. Baker, Yibiao Zhao, Yizhou Wang, Ying Nian Wu

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2019

2018

Real-Time Optimal Energy and Reserve Management of Electric Vehicle Fast Charging Station: Hierarchical Game Approach.

Tianyang Zhao, Yuanzheng Li, Xuewei Pan, Peng Wang, Jianhua Zhang

IEEE Trans. Smart Grid, 2018

Optimal Operation of Multimicrogrids via Cooperative Energy and Reserve Scheduling.

Yuanzheng Li, Tianyang Zhao, Ping Wang, Hoay Beng Gooi, Lei Wu, Yun Liu, Jian Ye

IEEE Trans. Ind. Informatics, 2018