Michael Shieh

16 papers at tracked venues · 13 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ACL ×4 ICLR ×3 NeurIPS ×3 EMNLP ×2 ICML ×2 AAAI ×1 NAACL ×1

Frequent coauthors

Kenji Kawaguchi

×8

Yiran Zhao

×6

Jinjie Ni

×5

Yuxi Xie

×4

Anirudh Goyal

×4

Hannah Brown

×3

Xiangyan Liu

×3

Esther Gan

×2

Min-Yen Kan

×2

Zijian Wu

×2

Guanzheng Chen

×2

Xin Li

×2

Papers

ComicVQA: A Benchmark for Visual Reasoning in Multimodal LLMs
ACL 2026 ·
Esther Gan
,
Hannah Brown
,
David Herel
,
Kenji Kawaguchi
,
Min-Yen Kan
, Michael Qizhe Shieh
SynthRL: Scaling Visual Reasoning with Verifiable Data Synthesis
ACL 2026 ·
Zijian Wu
,
Jinjie Ni
,
Xiangyan Liu
,
Zichen Liu
,
Hang Yan
, Michael Qizhe Shieh
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
NAACL 2025 ·
Xiangyan Liu
,
Bo Lan
,
Zhiyuan Hu
,
Yang Liu
,
Zhicheng Zhang
,
Fei Wang
, Michael Qizhe Shieh,
Wenmeng Zhou
LongPO: Long Context Self-Evolution of Large Language Models through Short-to-Long Preference Optimization
ICLR 2025 ·
Guanzheng Chen
,
Xin Li
, Michael Shieh,
Lidong Bing
MixEval-X: Any-to-any Evaluations from Real-world Data Mixture
ICLR 2025 ·
Jinjie Ni
,
Yifan Song
,
Deepanway Ghosal
,
Bo Li
,
David Junhao Zhang
,
Xiang Yue
,
Fuzhao Xue
,
Yuntian Deng
,
Zian Zheng
,
Kaichen Zhang
,
Mahir Shah
,
Kabir Jain
,
Yang You
, Michael Shieh
NoisyRollout: Reinforcing Visual Reasoning with Data Augmentation
NeurIPS 2025 ·
Xiangyan Liu
,
Jinjie Ni
,
Zijian Wu
,
Chao Du
,
Longxu Dou
,
Haonan Wang
,
Tianyu Pang
, Michael Qizhe Shieh
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
ICML 2025 ·
Guanzheng Chen
,
Qilong Feng
,
Jinjie Ni
,
Xin Li
, Michael Qizhe Shieh
Single Character Perturbations Break LLM Alignment
AAAI 2025 ·
Leon Lin
,
Hannah Brown
,
Kenji Kawaguchi
, Michael Shieh
The Emergence of Abstract Thought in Large Language Models Beyond Any Language
NeurIPS 2025 ·
Yuxin Chen
,
Yiran Zhao
,
Yang Zhang
,
An Zhang
,
Kenji Kawaguchi
,
Shafiq Joty
,
Junnan Li
,
Tat-Seng Chua
, Michael Qizhe Shieh,
Wenxuan Zhang
Understanding and Enhancing Safety Mechanisms of LLMs via Safety-Specific Neuron
ICLR 2025 ·
Yiran Zhao
,
Wenxuan Zhang
,
Yuxi Xie
,
Anirudh Goyal
,
Kenji Kawaguchi
, Michael Shieh
Unnatural Languages Are Not Bugs but Features for LLMs
ICML 2025 ·
Keyu Duan
,
Yiran Zhao
,
Zhili Feng
,
Jinjie Ni
,
Tianyu Pang
,
Qian Liu
,
Tianle Cai
,
Longxu Dou
,
Kenji Kawaguchi
,
Anirudh Goyal
,
J. Zico Kolter
, Michael Qizhe Shieh
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
NeurIPS 2024 ·
Yiran Zhao
,
Wenyue Zheng
,
Tianle Cai
,
Do Xuan Long
,
Kenji Kawaguchi
,
Anirudh Goyal
, Michael Qizhe Shieh
Advancing Adversarial Suffix Transfer Learning on Aligned Large Language Models
EMNLP 2024 ·
Hongfu Liu
,
Yuxi Xie
,
Ye Wang
, Michael Shieh
InstructCoder: Instruction Tuning Large Language Models for Code Editing
ACL 2024 ·
Kaixin Li
,
Qisheng Hu
,
James Xu Zhao
,
Hui Chen
,
Yuxi Xie
,
Tiedong Liu
, Michael Shieh,
Junxian He
Prompt Optimization via Adversarial In-Context Learning
ACL 2024 ·
Do Xuan Long
,
Yiran Zhao
,
Hannah Brown
,
Yuxi Xie
,
James Xu Zhao
,
Nancy F. Chen
,
Kenji Kawaguchi
, Michael Shieh,
Junxian He
Reasoning Robustness of LLMs to Adversarial Typographical Errors
EMNLP 2024 ·
Esther Gan
,
Yiran Zhao
,
Liying Cheng
,
Yancan Mao
,
Anirudh Goyal
,
Kenji Kawaguchi
,
Min-Yen Kan
, Michael Shieh