Martin Kuo

PhD student, Duke University

Joined

May 2023

Names

Martin Kuo (Preferred)

Emails

****@duke.edu (Confirmed)

,

****@ntu.edu.tw

,

****@gmail.com (Confirmed)

Personal Links

Career & Education History

PhD student

Duke University (duke.edu)

2022 – Present

MS student

National Taiwan University (ntu.edu.tw)

2017 – 2019

Undergrad student

National Tsinghua University (nthu.edu.tw)

2014 – 2017

Advisors, Relations & Conflicts

PhD Advisor

2022 – Present

Expertise

deep learning

Present

natural language processing

Present

Publications

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
- ICML 2025 poster
- Readers: Everyone
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
- ICLR 2025 Poster
- Readers: Everyone
Min-K%++: Improved Baseline for Pre-Training Data Detection from Large Language Models
Jingyang Zhang, Jingwei Sun, Eric Yeats, Yang Ouyang, Martin Kuo, Jianyi Zhang, Hao Frank Yang, Hai Li
- ICLR 2025 Spotlight
- Readers: Everyone
Towards Building the FederatedGPT: Federated Instruction Tuning
Jianyi Zhang, Saeed Vahidian, Martin Kuo, Chunyuan Li, Ruiyi Zhang, Tong Yu, Guoyin Wang, Yiran Chen
- FL@FM-NeurIPS’23 Oral
- Readers: Everyone
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
- 12 May 2023
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 31 co-authors