Author

Ziqian Wang

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Preprint Sep 2026

ExBind: A Controlled Diagnostic Benchmark for Visual-to-Executable Correspondence

ExBind is designed for controlled diagnosis rather than population-scale ranking or end-to-end editing evaluation, and samples representation-independent latent binding instances and compiles them into SVG, DOM, canvas, tree, graph, and table cases with deterministic mappings to executable references.

Zi-Qian Wang, Yuxiao Cheng, Tingxiong Xiao et al. · 0 citations

Preprint Aug 2026

EvtGraph: Event-Adaptive Compression for Sparse Temporal Graph Learning in Multimodal Time Series

Experiments on multimodal clinical and cross-domain benchmarks demonstrate that EvtGraph outperforms both Transformer-based and recurrent baselines while significantly improving efficiency, suggesting that budget-constrained event-centric representation provides a general paradigm for learning from high-redundancy temp...

Zi-Qian Wang, Tingxiong Xiao, Yuxiao Cheng et al. · 0 citations