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Ding Wang

3 papers indexed

arxivcs.CVcs.IR2026-07-03

Beyond Post-Quantization: Native Hash Learning with a Dedicated HASH Token

Xinze Liu, Ding Wang, Dayan Wu, Hengjie Zhu, Peng Fu, Zheng Lin, et al.

Efficient large-scale image retrieval requires compact representations that preserve semantic similarity under fast Hamming-space search. Deep hashing is appealing, but most existing CNN- and ViT-based methods still follow a post-quantization paradigm, where continuous visual fea…

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arxivcs.AI2026-07-02

Traceable Fault Diagnosis for Battery Energy Storage Systems via Retrieval-Augmented Multi-Agent O&M Assistant

Jiangdi Ru, Bing Li, Yage Huang, Ding Wang, Keru Hua

Large-scale battery energy storage systems (BESSs) require O&M decisions that combine alarms, cell-level measurements, device topology, diagnostic tables, historical cases, and maintenance documents. Monitoring platforms can flag threshold violations, but they often cannot explai…

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arxivcs.LGcs.AI2026-06-28

Neural Controlled Differential Equations for EMT-Level Surrogate Modeling of Grid-Forming Inverters

Jiagang Qu, Yong Tao, Dan Wang, Enyi Li, Jingjing Qi, Ding Wang

The application of artificial intelligence methods in power electronic converter modeling is becoming increasingly widespread, but existing applications still face many challenges, such as difficulties in multi-time-scale hybrid analysis and the lack of physics-aware evaluation c…

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