Martin Kuo

According to our database, Martin Kuo authored at least 13 papers between 2013 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2025

SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues.

Martin Kuo, Jianyi Zhang, Aolin Ding, Louis DiValentin, Amin Hass, Benjamin F. Morris III, Isaac Jacobson, Randolph Linderman, James Kiessling, Nicolas Ramos, Bhavna Gopal, Maziyar Baran Pouyan, Changwei Liu, Hai Li, Yiran Chen

CoRR, June, 2025

CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models.

Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen

CoRR, May, 2025

H-CoT: Hijacking the Chain-of-Thought Safety Reasoning Mechanism to Jailbreak Large Reasoning Models, Including OpenAI o1/o3, DeepSeek-R1, and Gemini 2.0 Flash Thinking.

Martin Kuo, Jianyi Zhang, Aolin Ding, Qinsi Wang, Louis DiValentin, Yujia Bao, Wei Wei, Hai Li, Yiran Chen

CoRR, February, 2025

Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models.

Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao (Frank) Yang, Hai Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility.

Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models.

Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, Hai Helen Li

CoRR, 2024

Towards Building The Federatedgpt: Federated Instruction Tuning.

Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen

Proceedings of the IEEE International Conference on Acoustics, 2024

2023

DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining.

Martin Kuo, Jianyi Zhang, Yiran Chen

CoRR, 2023

Towards Building the Federated GPT: Federated Instruction Tuning.

Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen

CoRR, 2023

2022

Performance Enhancement of SMR-Based Deduplication Systems.

Chun-Feng Wu, Martin Kuo, Ming-Chang Yang, Yuan-Hao Chang

IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022

Next Generation Federated Learning for Edge Devices: An Overview.

Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen

Proceedings of the 8th IEEE International Conference on Collaboration and Internet Computing, 2022

2020

Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding.

Martin Kuo, Yaobo Liang, Lei Ji, Nan Duan, Linjun Shou, Ming Gong, Peng Chen

CoRR, 2020

2013

A fifty-percent rule to minimize the energy consumption of PCM-based storage systems.

Ming-Chang Yang, Martin Kuo, Che-Wei Tsao, Yuan-Hao Chang

Proceedings of the 2013 IEEE 19th International Conference on Embedded and Real-Time Computing Systems and Applications, 2013