Author

Dongwei Xiao

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Book Open access Sep 2026

State-Aware Fuzzing of JavaScript Engines with LLM-Guided Instrumentation

The security of the modern web depends on the correctness of JavaScript (JS) engines, yet these complex systems remain vulnerable to high-impact bugs. A critical limitation of state-of-the-art fuzzers is the coverage plateau: once a fuzzer saturates the control-flow graph, edge coverage loses its ability to guide disco...

Wai-Kin Wong, Dong-Wei Xiao, Anthony Cheuk Tung Lai et al. · 0 citations

#machine learning Preprint Sep 2026

Fiona: Accelerating FHE Inference with Packing-Aware Ternary Weights

Fully homomorphic encryption (FHE) enables neural network inference directly on encrypted inputs, but it remains orders of magnitude slower than plaintext in- ference. Applying the server's plaintext weights to encrypted activations involves plaintext-ciphertext multiplications (PMult) and accounts for more than half o...

Yi-Teng Peng, Zhibo Liu, Dong-Wei Xiao et al. · 0 citations

Jul 2026

Programming-by-Example for Batch-Editing Collision Meshes in 3D Software

As 3D software proliferates, software artifacts now extend beyond code and 2D user interfaces to include 3D assets. Among these assets, collision meshes are critical as they define the geometry used by physics engines for collision detection and physical interaction. Although existing tools can automatically generate c...

Gengyang Xu, Dongwei Xiao, Hengcheng Zhu et al. · arXiv.org · 1 citation