Lei Hsiung

17 papers A* 5Misc 1Journal 9Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
HTMuon: Improving Muon via Heavy-Tailed Spectral Correction.
CoRR
Tianyu Pang, Yujie Fang, Zihang Liu, Shenyang Deng, Lei Hsiung, Shuhua Yu, Yaoqing Yang
2025 — conf
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models.
ACL (Findings)
Xuyuan Liu, Lei Hsiung, Yaoqing Yang, Yujun Yan
2025 J jnl
Spectral Insights into Data-Oblivious Critical Layers in Large Language Models.
CoRR
Xuyuan Liu, Lei Hsiung, Yaoqing Yang, Yujun Yan
2025 Misc conf
When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective.
ICASSP
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Tsung-Yi Ho
2025 J jnl
Why LLM Safety Guardrails Collapse After Fine-tuning: A Similarity Analysis Between Alignment and Fine-tuning Datasets.
CoRR
Lei Hsiung, Tianyu Pang, Yung-Chen Tang, Linyue Song, Tsung-Yi Ho, Pin-Yu Chen, Yaoqing Yang
2024 A* conf
AutoVP: An Automated Visual Prompting Framework and Benchmark.
ICLR
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Si Liu, Tsung-Yi Ho
2024 A* conf
NeuralFuse: Learning to Recover the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes.
NeurIPS
Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, Tsung-Yi Ho
2024 J jnl
When Does Visual Prompting Outperform Linear Probing for Vision-Language Models? A Likelihood Perspective.
CoRR
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Tsung-Yi Ho
2023 J jnl
AutoVP: An Automated Visual Prompting Framework and Benchmark.
CoRR
Hsi-Ai Tsao, Lei Hsiung, Pin-Yu Chen, Sijia Liu, Tsung-Yi Ho
2023 A* conf
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration.
AAAI
Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho
2023 J jnl
NeuralFuse: Learning to Improve the Accuracy of Access-Limited Neural Network Inference in Low-Voltage Regimes.
CoRR
Hao-Lun Sun, Lei Hsiung, Nandhini Chandramoorthy, Pin-Yu Chen, Tsung-Yi Ho
2023 A* conf
Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations.
CVPR
Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho
2022 — conf
A Lab-Based Investigation of Reaction Time and Reading Performance using Different In-Vehicle Reading Interfaces during Self-Driving.
UI
Lei Hsiung, Yung-Ju Chang, Wei-Ko Li, Tsung-Yi Ho, Shan-Hung Wu
2022 A* conf
CARBEN: Composite Adversarial Robustness Benchmark.
IJCAI
Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho
2022 J jnl
CARBEN: Composite Adversarial Robustness Benchmark.
CoRR
Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho
2022 J jnl
NCTV: Neural Clamping Toolkit and Visualization for Neural Network Calibration.
CoRR
Lei Hsiung, Yung-Chen Tang, Pin-Yu Chen, Tsung-Yi Ho
2022 J jnl
Towards Compositional Adversarial Robustness: Generalizing Adversarial Training to Composite Semantic Perturbations.
CoRR
Yun-Yun Tsai, Lei Hsiung, Pin-Yu Chen, Tsung-Yi Ho