Shengyu Ye
5 papers · 2024–2026 · 3 conferences · across top CS/AI conferences
Achievements
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π Conference Polyglot (3) π Renaissance Researcher (5) π Interdisciplinary Bridge πΊοΈ Taxonomy Completionist (21) π§ Keyword Pioneer
π
Cross-Pollinator
(15)
Conferences
AAAI (2)
EMNLP (2)
ICML (1)
Top co-authors
Keywords
program synthesis
(2)
code generation
(2)
large language model
(2)
reinforcement learning
(1)
semantic alignment
(1)
efficient computing
(1)
instruction tuning
(1)
error detection
(1)
vector quantization
(1)
constraint satisfaction
(1)
code retrieval
(1)
second-order optimization
(1)
inference optimization
(1)
weight quantization
(1)
dataset annotation
(1)
function annotation
(1)
scalable annotation
(1)
llm quantization
(1)
automated program repair
(1)
code llm
(1)
Papers
Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning
AAAI 2026
VERSE: Verification-based Self-Play for Code Instructions
AAAI 2025
CursorCore: Assist Programming through Aligning Anything
ICML 2025
Optimizing Code Retrieval: High-Quality and Scalable Dataset Annotation through Large Language Models
EMNLP 2024
VPTQ: Extreme Low-bit Vector Post-Training Quantization for Large Language Models
EMNLP 2024