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Author

Lei Hsiung

Observed name: Hsiung, Lei
Institution: Dartmouth College
ORCID: 0000-0001-7065-2336
Observed ORCID: 0000-0001-7065-2336
OpenAlex ID: A5076380995
Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations
2023 · Lei Hsiung, Yun-Yun Tsai, et al. · IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings - IEEE Computer Society Conference on Computer Vision and Pattern Recognition/Proceedings · 41
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Reducing surgical site infections after spine surgery: the optimal amount of normal saline for intra-wound irrigation
2023 · Wei Hsiung, Yu-Cheng Yao, et al. · The Spine Journal · 10
CARBEN: Composite Adversarial Robustness Benchmark
2022 · Lei Hsiung, Yun-Yun Tsai, et al. · International Joint Conference on Artificial Intelligence · 7
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AutoVP: An Automated Visual Prompting Framework and Benchmark
2023 · Tsao, Hsi-Ai, Hsiung, Lei, et al. · arXiv (Cornell University) · 4
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A Lab-Based Investigation of Reaction Time and Reading Performance using Different In-Vehicle Reading Interfaces during Self-Driving
2022 · Lei Hsiung, Yung-Ju Chang, et al. · International Conference on Automotive User Interfaces and Interactive Vehicular Applications (AutomotiveUI) · 3
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets
2026 · Lei Hsiung, Tianyu Pang, et al. · Proceedings of the conference - Association for Computational Linguistics. Meeting · 1
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When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective
2025 · Hsi-Ai Tsao, Lei Hsiung, et al. · IEEE International Conference on Acoustics Speech and Signal Processing · 1
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Spectral Insights into Data-Oblivious Critical Layers in Large Language Models
2025 · Xuyuan Liu, Lei Hsiung, et al. · Findings of the Association for Computational Linguistics: ACL (Findings of ACL) · 1
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NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes
2024 · Hao-Lun Sun, Lei Hsiung, et al. · neural information processing systems · 1
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NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration
2023 · Lei Hsiung, Yung-Chen Tang, et al. · Proceedings of the AAAI Conference on Artificial Intelligence · 1
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HTMuon: Improving Muon via Heavy-Tailed Spectral Correction
2026 · Pang, Tianyu, Fang, Yujie, et al. · arXiv (Cornell University)
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Generalizing Adversarial Training to Composite Semantic Perturbations
2021 · Yun-Yun Tsai, Lei Hsiung, et al. · International Conference on Machine Learning
Ehp spectral sequence in the lambda algebra
1992 · Lei Hsiung · Boletín de la Sociedad Matemática Mexicana
Works count: 14
Citation count: 70
H-index: 4
I10-index: 2
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