Author

Haoran Li

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Open access Jul 2026

Less Adaptation, More Transfer: Spectral View Randomization for 3D Point Cloud Transfer Attacks

This work introduces SpecEOT, a source-agnostic and graph-spectral expectation-over-transformation attack that achieves strong transferability on ModelNet40 and ShapeNet and evaluates the stochastic method over repeated seeds, extend the ablation to two source architectures, and analyze the interaction between band cou...

Yang Gao, Jingyi Liu, Hongjia Liu et al. · Applied Sciences · 0 citations

Conference Open access 2026

LoRE: Enhancing Search Relevance with Progressive Chain-of-Thought and Preference Alignment

This paper proposes LoRE, a novel two-stage training framework for e-commerce search relevance, which outperforms GPT-5 by 29.1% in Macro-F1 and achieving a relative 27% online gain, offering a vital reference for industrial domain-specific post-training post-training.

Chenji Lu, Zhuo Chen, Hui Zhao et al. · Annual Meeting of the Associ... · 0 citations