Pengwei Jin
7 papers · 2022–2026 · 4 conferences · across top CS/AI conferences
Achievements
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π£ Hot Topic Early Bird π Conference Polyglot (4) π Cross-Pollinator (4) π§ Keyword Pioneer π Renaissance Researcher (8)
π
Interdisciplinary Bridge
πΊοΈ
Taxonomy Completionist
(21)
π₯
Unstoppable
(5)
Conferences
AAAI (3)
IJCAI (2)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
code generation
(2)
online learning
(1)
policy optimization
(1)
program synthesis
(1)
natural language understanding
(1)
neural network optimization
(1)
mutual information
(1)
simulated annealing
(1)
model-based reinforcement learning
(1)
natural language
(1)
query optimization
(1)
boolean function
(1)
uncertainty estimation
(1)
dynamics model
(1)
symbolic regression
(1)
risc-v processor
(1)
intermediate representation
(1)
scientific discovery
(1)
electronic design automation
(1)
circuit synthesis
(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
OCEAN-MBRL: Offline Conservative Exploration for Model-Based Offline Reinforcement Learning
AAAI 2024
Automated CPU Design by Learning from Input-Output Examples
IJCAI 2024
Online Symbolic Regression with Informative Query
AAAI 2023
ANPL: Towards Natural Programming with Interactive Decomposition
NIPS 2023
Neural Program Synthesis with Query
ICLR 2022