Peiji Li
5 papers · 2024–2026 · 3 venues · across top CS/AI venues
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Achievements
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🌍
Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Silver
🗺️
Taxonomy Completionist
(16)
Venues
Top co-authors
Research topics
Artificial Intelligence
(4)
Machine Learning
(4)
Core AI
(4)
Natural Language Processing
(3)
Learning Types · Machine Learning
(3)
Deep Learning
(2)
Application Areas
(2)
Generation
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Computer Science
(1)
Applications
(1)
Learning Types · Deep Learning
(1)
Models
(1)
Keywords
large language model
(3)
data synthesis
(2)
code generation
(2)
logical reasoning
(1)
language model training
(1)
instruction following
(1)
synthetic data generation
(1)
instruction tuning
(1)
iterative refinement
(1)
monte carlo tree search
(1)
model fine-tuning
(1)
evaluation benchmark
(1)
pretraining corpus
(1)
commonsense reasoning
(1)
code synthesis
(1)
rejection sampling
(1)
inductive learning
(1)
multi-step reasoning
(1)
fundamental ability
(1)
subjective evaluation
(1)
Papers
Timely Machine: Awareness of Time Makes Test-Time Scaling Agentic
ACL 2026
Case2Code: Scalable Synthetic Data for Code Generation
COLING 2025
FastMCTS: A Simple Sampling Strategy for Data Synthesis
ACL 2025
UnitCoder: Scalable Code Synthesis from Pre-training Corpora
EMNLP 2025
F-Eval: Asssessing Fundamental Abilities with Refined Evaluation Methods
ACL 2024