Michael Qizhe Shieh
4 papers · 2024–2025 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Gold
🗺️
Taxonomy Completionist
(11)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Core AI
(4)
Machine Learning
(3)
Natural Language Processing
(3)
Resources & Methods
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Generation
(1)
Optimization & Theory · Machine Learning
(1)
Optimization & Theory · Deep Learning
(1)
Representation
(1)
Keywords
large language model
(2)
software engineering
(1)
generalization
(1)
adversarial attack
(1)
prompt optimization
(1)
retrieval-augmented generation
(1)
speculative decoding
(1)
latent feature
(1)
graph database
(1)
llm safety
(1)
context retrieval
(1)
long-context inference
(1)
code repository
(1)
fine-tuned model
(1)
contextual meaning
(1)
code navigation
(1)
greedy coordinate gradient
(1)
probe sampling
(1)
win rate
(1)
unnatural languages
(1)
Papers
CodexGraph: Bridging Large Language Models and Code Repositories via Code Graph Databases
NAACL 2025
RAPID: Long-Context Inference with Retrieval-Augmented Speculative Decoding
ICML 2025
Unnatural Languages Are Not Bugs but Features for LLMs
ICML 2025
Accelerating Greedy Coordinate Gradient and General Prompt Optimization via Probe Sampling
NeurIPS 2024