The Systematic Design of Road Traffic Signal Recognition Based on the Integration of ZigBee with Active FRID. - Ziyi Liang; Ping Xu (ITITS, 2017)

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)

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)

Modeling and Drive Control of a Brushless Dual-Mechanical-Port Machine With Integrated Winding. - Xun Han; Haiyang Fang; Dawei Li 004; Wubin Kong; Xiang Ren 002; Ziyi Liang; Ronghai Qu (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 002; Dawei Li 004; Ronghai Qu; Xun Han (IEEE Trans. Ind. Electron., 2021)

A Brushless Dual-Electrical-Port Dual-Mechanical-Port Machine With Integrated Winding Configuration. - Xiang Ren 002; Dawei Li 004; Ronghai Qu; Xun Han; Ziyi Liang (IEEE Trans. Ind. Electron., 2021)

Integrative conformal p-values for powerful out-of-distribution testing with labeled outliers. - Ziyi Liang; Matteo Sesia; Wenguang Sun (CoRR, 2022)

Conformal Inference is (almost) Free for Neural Networks Trained with Early Stopping. - Ziyi Liang; Yanfei Zhou; Matteo Sesia (ICML, 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)

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 001 (Remote. Sens., 2023)

MADDPGViz: a visual analytics approach to understand multi-agent deep reinforcement learning. - Xiaoying Shi; Jiaming Zhang; Ziyi Liang; Dewen Seng (J. Vis., 2023)

Low Pole-Pair Ratio Integration Design of Permanent Magnet Vernier Machine With Improved Power Factor. - Yu Zhao; Dawei Li 004; Xiang Ren 002; Ziyi Liang; Ronghai Qu (IEEE Trans. Ind. Electron., 2024)

Conformal Classification with New Labels. - Tianmin Xie; Ziyi Liang; Stefano Favaro; Matteo Sesia (COPA, 2025)

Meta Fusion: A Unified Framework For Multimodality Fusion with Mutual Learning. - Ziyi Liang; Annie Qu; Babak Shahbaba (CoRR, 2025)