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2020 – today
- 2026
[i9]Qinsi Wang, Hancheng Ye, Jinhee Kim, Jinghan Ke, Yifei Wang, Martin Kuo, Zishan Shao, Dongting Li, Yueqian Lin, Ting Jiang, Chiyue Wei, Qi Qian, Wei Wen, Helen Li, Yiran Chen:
T2S-Bench & Structure-of-Thought: Benchmarking and Prompting Comprehensive Text-to-Structure Reasoning. CoRR abs/2603.03790 (2026)- 2025
- [c6]Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li:
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. ICLR 2025 - [c5]Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao (Frank) Yang, Hai Li:
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models. ICLR 2025 - [c4]Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen:
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. ICML 2025 - [i8]Martin Kuo, Jianyi Zhang, Aolin Ding
, Qinsi Wang, Louis DiValentin, Yujia Bao, Wei Wei, Hai Li, Yiran Chen:
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. CoRR abs/2502.12893 (2025) - [i7]Martin Kuo, Jingyang Zhang, Jianyi Zhang, Minxue Tang, Louis DiValentin, Aolin Ding, Jingwei Sun, William Chen, Amin Hass, Tianlong Chen, Yiran Chen, Hai Li:
Proactive Privacy Amnesia for Large Language Models: Safeguarding PII with Negligible Impact on Model Utility. CoRR abs/2502.17591 (2025) - [i6]Qinsi Wang, Hancheng Ye, Ming-Yu Chung, Yudong Liu, Yueqian Lin, Martin Kuo, Mingyuan Ma, Jianyi Zhang, Yiran Chen:
CoreMatching: A Co-adaptive Sparse Inference Framework with Token and Neuron Pruning for Comprehensive Acceleration of Vision-Language Models. CoRR abs/2505.19235 (2025) - [i5]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:
SafeTy Reasoning Elicitation Alignment for Multi-Turn Dialogues. CoRR abs/2506.00668 (2025) - 2024
- [c3]Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen:
Towards Building The Federatedgpt: Federated Instruction Tuning. ICASSP 2024: 6915-6919 - [i4]Jingyang Zhang, Jingwei Sun, Eric C. Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Yang, Hai Helen Li:
Min-K%++: Improved Baseline for Detecting Pre-Training Data from Large Language Models. CoRR abs/2404.02936 (2024) - 2023
- [i3]Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Guoyin Wang, Yiran Chen:
Towards Building the Federated GPT: Federated Instruction Tuning. CoRR abs/2305.05644 (2023) - [i2]Martin Kuo, Jianyi Zhang, Yiran Chen:
DACBERT: Leveraging Dependency Agreement for Cost-Efficient Bert Pretraining. CoRR abs/2311.04799 (2023) - 2022
- [j1]Chun-Feng Wu, Martin Kuo, Ming-Chang Yang, Yuan-Hao Chang:
Performance Enhancement of SMR-Based Deduplication Systems. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 41(9): 2835-2848 (2022) - [c2]Jianyi Zhang, Zhixu Du, Jingwei Sun, Ang Li, Minxue Tang, Yuhao Wu, Zhihui Gao, Martin Kuo, Hai Helen Li, Yiran Chen:
Next Generation Federated Learning for Edge Devices: An Overview. CIC 2022: 10-15 - 2020
- [i1]Martin Kuo, Yaobo Liang, Lei Ji, Nan Duan, Linjun Shou, Ming Gong, Peng Chen:
Tag and Correct: Question aware Open Information Extraction with Two-stage Decoding. CoRR abs/2009.07406 (2020)
2010 – 2019
- 2013
- [c1]Ming-Chang Yang, Martin Kuo, Che-Wei Tsao, Yuan-Hao Chang:
A fifty-percent rule to minimize the energy consumption of PCM-based storage systems. RTCSA 2013: 139-144
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