Shengyu Ye
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(21)
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Deep Learning
(3)
Natural Language Processing
(3)
Application Areas
(3)
Learning Types · Machine Learning
(2)
Learning Types · Deep Learning
(2)
Optimization & Theory · Machine Learning
(2)
Optimization & Theory · Deep Learning
(2)
Resources & Methods
(2)
Computer Science
(1)
Applications · Computer Science
(1)
Applications · Natural Language Processing
(1)
Generation
(1)
Keywords
large language model
(3)
code generation
(2)
program synthesis
(2)
reinforcement learning
(1)
code completion
(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)
Papers
Themis: Automated Constraint-Aware Test Synthesis Framework for Code Reinforcement Learning
AAAI 2026
CursorCore: Assist Programming through Aligning Anything
ICML 2025
VERSE: Verification-based Self-Play for Code Instructions
AAAI 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