Le Chen
11 papers · 2020–2026 · 8 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (7) 🌍 Conference Polyglot (7) 🏃 Academic Marathon (5) 🌈 Renaissance Researcher (8) 🌉 Interdisciplinary Bridge
🗺️
Taxonomy Completionist
(14)
🧭
Keyword Pioneer
🐣
Hot Topic Early Bird
⚡
Prolific Year
(5)
Conferences
ACL (2)
CORL (2)
NIPS (2)
CVPR (1)
ICLR (1)
NAACL (1)
OSDI (1)
RSS (1)
Top co-authors
Research topics
Keywords
code generation
(2)
parallel programming
(2)
code translation
(2)
temporal modeling
(1)
motion estimation
(1)
in-context learning
(1)
embedding learning
(1)
uncertainty estimation
(1)
graph representation
(1)
synthetic data generation
(1)
trajectory optimization
(1)
graph embedding
(1)
model-based reinforcement learning
(1)
occlusion handling
(1)
autonomous agent
(1)
program analysis
(1)
dialogue generation
(1)
dynamic motion
(1)
calibration error
(1)
performance optimization
(1)
Papers
Beyond Code Pairs: Dialogue-Based Data Generation for LLM Code Translation
ACL 2026
ParaCodex: A Profiling-Guided Autonomous Coding Agent for Reliable Parallel Code Generation and Translation
ACL 2026
AutoParLLM: GNN-guided Context Generation for Zero-Shot Code Parallelization using LLMs
NAACL 2025
LEAP-VO: Long-term Effective Any Point Tracking for Visual Odometry
CVPR 2024
Identifying Policy Gradient Subspaces
ICLR 2024
CodeRosetta: Pushing the Boundaries of Unsupervised Code Translation for Parallel Programming
NIPS 2024
RP1M: A Large-Scale Motion Dataset for Piano Playing with Bi-Manual Dexterous Robot Hands
CORL 2024
Safe & Accurate at Speed with Tendons: A Robot Arm for Exploring Dynamic Motion
RSS 2024
PERFOGRAPH: A Numerical Aware Program Graph Representation for Performance Optimization and Program Analysis
NIPS 2023
Encrypted Databases Made Secure Yet Maintainable
OSDI 2023
Learning Trajectories for Visual-Inertial System Calibration via Model-based Heuristic Deep Reinforcement Learning
CORL 2020