Ziyi Liang

According to our database, Ziyi Liang authored at least 18 papers between 2017 and 2026.

Collaborative distances:

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

2026

ConformalHDC: Uncertainty-Aware Hyperdimensional Computing with Application to Neural Decoding.

Ziyi Liang, Hamed Poursiami, Zhishun Yang, Keiland W. Cooper, Akhilesh Jaiswal, Maryam Parsa, Norbert Fortin, Babak Shahbaba

CoRR, February, 2026

Heterogeneous Graph Alignment for Joint Reasoning and Interpretability.

Zahra Moslemi, Ziyi Liang, Norbert Fortin, Babak Shahbaba

CoRR, January, 2026

DroneTest-Copilot: LLM-Powered Automated Detection and Repair of Flaws in Drone Autotest Suites.

Ziyi Liang, Lei Hu, Qiyuan Fan, Bin Yuan, Qiankun Zhang, Deqing Zou, Hai Jin

IEEE Trans. Netw. Sci. Eng., 2026

2025

Conformal Inference for Open-Set and Imbalanced Classification.

Tianmin Xie, Yanfei Zhou, Ziyi Liang, Stefano Favaro, Matteo Sesia

CoRR, October, 2025

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning.

Ziyi Liang, Annie Qu, Babak Shahbaba

CoRR, July, 2025

Conformal Classification with New Labels.

Tianmin Xie, Ziyi Liang, Stefano Favaro, Matteo Sesia

Proceedings of the Fourteenth Symposium on Conformal and Probabilistic Prediction with Applications, 2025

2024

Low Pole-Pair Ratio Integration Design of Permanent Magnet Vernier Machine With Improved Power Factor.

Yu Zhao, Dawei Li, Xiang Ren, Ziyi Liang, Ronghai Qu

IEEE Trans. Ind. Electron., March, 2024

2023

MADDPGViz: a visual analytics approach to understand multi-agent deep reinforcement learning.

Xiaoying Shi, Jiaming Zhang, Ziyi Liang, Dewen Seng

J. Vis., October, 2023

Adaptive Data Collection and Offloading in Multi-UAV-Assisted Maritime IoT Systems: A Deep Reinforcement Learning Approach.

Ziyi Liang, Yanpeng Dai, Ling Lyu, Bin Lin

Remote. Sens., January, 2023

Electric Fences for Dockless Bike-Sharing Systems: An Electric Fence-Planning Framework for a Dockless Bike-Sharing System Based on a Land Parcel Subdivision and Regional Coverage Maximization.

Xiaoying Shi, Ziyi Liang, Dewen Seng

IEEE Intell. Transp. Syst. Mag., 2023

Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping.

Ziyi Liang, Yanfei Zhou, Matteo Sesia

Proceedings of the International Conference on Machine Learning, 2023

2022

Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers.

Ziyi Liang, Matteo Sesia, Wenguang Sun

CoRR, 2022

2021

A Brushless Dual-Electrical-Port Dual-Mechanical-Port Machine With Integrated Winding Configuration.

Xiang Ren, Dawei Li, Ronghai Qu, Xun Han, Ziyi Liang

IEEE Trans. Ind. Electron., 2021

Analysis of a Spoke-Array Brushless Dual-Electrical-Port Dual-Mechanical-Port Machine With Reluctance Rotor.

Ziyi Liang, Xiang Ren, Dawei Li, Ronghai Qu, Xun Han

IEEE Trans. Ind. Electron., 2021

Modeling and Drive Control of a Brushless Dual-Mechanical-Port Machine With Integrated Winding.

Xun Han, Haiyang Fang, Dawei Li, Wubin Kong, Xiang Ren, Ziyi Liang, Ronghai Qu

IEEE Trans. Ind. Electron., 2021

Forecasting traffic flows in irregular regions with multi-graph convolutional network and gated recurrent unit.

Dewen Seng, Fanshun Lv, Ziyi Liang, Xiaoying Shi, Qiming Fang

Frontiers Inf. Technol. Electron. Eng., 2021

Research on PM2.5 Spatiotemporal Forecasting Model Based on LSTM Neural Network.

Fang Zhao, Ziyi Liang, Qiyan Zhang, Dewen Seng, Xiyuan Chen

Comput. Intell. Neurosci., 2021

2017

The Systematic Design of Road Traffic Signal Recognition Based on the Integration of ZigBee with Active FRID.

Ziyi Liang, Ping Xu

Proceedings of the Information Technology and Intelligent Transportation Systems, 2017