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 001 (RTCSA, 2013)

Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding. - Martin Kuo; Yaobo Liang; Lei Ji 001; Nan Duan; Linjun Shou; Ming Gong 001; Peng Chen 029 (CoRR, 2020)

Next Generation Federated Learning for Edge Devices: An Overview. - Jianyi Zhang; Zhixu Du; Jingwei Sun 002; Ang Li 005; Minxue Tang; Yuhao Wu; Zhihui Gao; Martin Kuo; Hai Helen Li; Yiran Chen 001 (CIC, 2022)

Performance Enhancement of SMR-Based Deduplication Systems. - Chun-Feng Wu; Martin Kuo; Ming-Chang Yang; Yuan-Hao Chang 001 (IEEE Trans. Comput. Aided Des. Integr. Circuits Syst., 2022)

Towards Building the Federated GPT: Federated Instruction Tuning. - Jianyi Zhang; Saeed Vahidian; Martin Kuo; Chunyuan Li; Ruiyi Zhang 002; Guoyin Wang 002; Yiran Chen 001 (CoRR, 2023)

DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining. - Martin Kuo; Jianyi Zhang; Yiran Chen 001 (CoRR, 2023)

Towards Building The Federatedgpt: Federated Instruction Tuning. - Jianyi Zhang; Saeed Vahidian; Martin Kuo; Chunyuan Li; Ruiyi Zhang 002; Tong Yu 001; Guoyin Wang 002; Yiran Chen 001 (ICASSP, 2024)

Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models. - Jingyang Zhang; Jingwei Sun 002; Eric C. Yeats; Yang Ouyang; Martin Kuo; Jianyi Zhang; Hao Yang 018; Hai Helen Li (CoRR, 2024)

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 002; William Chen; Amin Hass; Tianlong Chen 001; Yiran Chen 001; Hai Li 001 (ICLR, 2025)

Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models. - Jingyang Zhang; Jingwei Sun 002; Eric C. Yeats; Yang Ouyang; Martin Kuo; Jianyi Zhang; Hao (Frank) Yang; Hai Li 001 (ICLR, 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 019; Hai Li 001; Yiran Chen 001 (CoRR, 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 001 (CoRR, 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; et al. (CoRR, 2025)