Xilin Dai

According to our database, Xilin Dai authored at least 18 papers between 2024 and 2026.

Collaborative distances:

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

2026

Falcon-X: A Time Series Foundation Model for Heterogeneous Multivariate Modeling.

Yiding Liu, Yifan Hu, Hongjie Xia, Peiyuan Liu, Hongzhou Chen, Xilin Dai, Zewei Dong, Jiang-Ming Yang

CoRR, May, 2026

SocGate: Physics-Gated Neural Network for Stable Multicycle Estimation of Battery State-of-Charge.

Xilin Dai, Ruidi Zhou, Jinhao Zhang, Fanfan Lin, Weifeng Zhang, Hao Ma

IEEE Trans. Ind. Electron., April, 2026

Contextual Agentic Memory is a Memo, Not True Memory.

Binyan Xu, Xilin Dai, Kehuan Zhang

CoRR, April, 2026

Position: Universal Time Series Foundation Models Rest on a Category Error.

Xilin Dai, Wanxu Cai, Zhijian Xu, Qiang Xu

CoRR, February, 2026

From Internal Diagnosis to External Auditing: A VLM-Driven Paradigm for Online Test-Time Backdoor Defense.

Binyan Xu, Fan Yang, Xilin Dai, Di Tang, Kehuan Zhang

CoRR, January, 2026

Breaking the Stealth-Potency Trade-off in Clean-Image Backdoors with Generative Trigger Optimization.

Binyan Xu, Fan Yang, Di Tang, Xilin Dai, Kehuan Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Fidel-TS: A High-Fidelity Benchmark for Multimodal Time Series Forecasting.

Zhijian Xu, Wanxu Cai, Xilin Dai, Zhaorong Deng, Qiang Xu

CoRR, September, 2025

From Samples to Scenarios: A New Paradigm for Probabilistic Forecasting.

Xilin Dai, Zhijian Xu, Wanxu Cai, Qiang Xu

CoRR, September, 2025

CLIP-Guided Backdoor Defense through Entropy-Based Poisoned Dataset Separation.

Binyan Xu, Fan Yang, Xilin Dai, Di Tang, Kehuan Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

KUformer: KAN-UKF-Based Transformer for Battery SoH Prediction.

Jinhao Zhang, Xilin Dai, Ruidi Zhou, Weifeng Zhang, Hao Ma

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

TGN-RiBC: A Betweenness-Aware Temporal Graph Neural Network for Power Grid Risk Prediction under Dynamic Unit Commitment.

Renbo Zhang, Xilin Dai, Hua Wang

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

STSSRI-GNN: A Spatio-Temporal Graph Neural Network for Structured Signal Modeling in Industrial Systems.

Renbo Zhang, Xilin Dai, Hua Wang

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

CPP-GNN: A Temporal Hypergraph Neural Network for Carbon Price Prediction in Electricity Market.

Renbo Zhang, Xilin Dai, Hua Wang

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

SocGate: Physics-Gated Neural Network for Multi-Cycle Battery State-of-Charge Estimation.

Xilin Dai, Ruidi Zhou, Jinhao Zhang, Fanfan Lin, Weifeng Zhang, Hao Ma

Proceedings of the 51st Annual Conference of the IEEE Industrial Electronics Society, 2025

OPFormer: Real-Time Optimal Power Flow with CNN-Based Transformer.

Kaijie Xu, Xilin Dai, Lin Qiu

Proceedings of the 2025 IEEE International Conference on Acoustics, 2025

One Surrogate to Fool Them All: Universal, Transferable, and Targeted Adversarial Attacks with CLIP.

Binyan Xu, Xilin Dai, Di Tang, Kehuan Zhang

Proceedings of the 2025 ACM SIGSAC Conference on Computer and Communications Security, 2025

2024

A Multi-Layer-Stacked Structure of Underwater Capacitive Power Transfer System.

Dingyi Feng, Yuanbo Zha, Jianxing Jiang, Xilin Dai, Xuan Wei, Hao Ma

Proceedings of the 33rd IEEE International Symposium on Industrial Electronics, 2024

Capacitive Coupler Dimensions Optimization Using Deep Learning-Based Genetic Algorithm.

Xilin Dai, Dingyi Feng, Hao Ma

Proceedings of the 33rd IEEE International Symposium on Industrial Electronics, 2024