Pengwei Jin
7 papers · 2022–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (22) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(6)
Artificial Intelligence
(4)
Core AI
(4)
Learning Types
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core Methods
(2)
Generation
(2)
Computer Science
(1)
Deep Learning
(1)
Knowledge & Reasoning
(1)
Mathematics & Optimization
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Applications
(1)
Keywords
code generation
(2)
mutual information
(2)
input-output example
(2)
query optimization
(2)
program synthesis
(1)
natural language understanding
(1)
online learning
(1)
scientific discovery
(1)
simulated annealing
(1)
model-based reinforcement learning
(1)
natural language
(1)
risc-v processor
(1)
boolean function
(1)
uncertainty estimation
(1)
symbolic regression
(1)
dynamics model
(1)
neural network optimization
(1)
intermediate representation
(1)
policy optimization
(1)
offline reinforcement learning
(1)
Papers
QiMeng-CRUX: Narrowing the Gap Between Natural Language and Verilog via Core Refined Understanding eXpression
AAAI 2026
Automated Superscalar Processor Design by Learning Data Dependencies
IJCAI 2025
Automated CPU Design by Learning from Input-Output Examples
IJCAI 2024
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning
AAAI 2024
ANPL: Towards Natural Programming with Interactive Decomposition
NeurIPS 2023
Online Symbolic Regression with Informative Query
AAAI 2023
Neural Program Synthesis with Query
ICLR 2022