John Yang
15 papers · 2018–2025 · 9 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
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Topic Evolution
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Mega-Team Β· Legion
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Renaissance Researcher
(6)
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The Questioner
(2)
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Conference Pioneer
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Century Club Β· Bronze
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Trend Setter
ποΈ
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(63)
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(6)
Deep Learning
(5)
Natural Language Processing
(4)
Reinforcement Learning
(4)
Application Areas
(3)
Learning Types
(3)
Methods
(3)
Models
(3)
Resources & Methods
(3)
Computer Science
(1)
Computer Vision
(1)
Mathematics & Optimization
(1)
Applications
(1)
Keywords
reinforcement learning
(4)
code generation
(3)
software engineering
(3)
large language model
(3)
benchmark evaluation
(2)
neural network
(2)
language model agent
(2)
imitation learning
(1)
few-shot learning
(1)
zero-shot learning
(1)
hand pose estimation
(1)
image translation
(1)
instruction following
(1)
language grounding
(1)
gradient-based optimization
(1)
weight sharing
(1)
iterative refinement
(1)
decision making
(1)
evaluation framework
(1)
computational efficiency
(1)
Papers
EnIGMA: Interactive Tools Substantially Assist LM Agents in Finding Security Vulnerabilities
ICML 2025
MMTEB: Massive Multilingual Text Embedding Benchmark
ICLR 2025
Prompting Large Language Models to Tackle the Full Software Development Lifecycle: A Case Study
COLING 2025
SWE-bench Multimodal: Do AI Systems Generalize to Visual Software Domains?
ICLR 2025
Referral Augmentation for Zero-Shot Information Retrieval
ACL 2024
SWE-agent: Agent-Computer Interfaces Enable Automated Software Engineering
NeurIPS 2024
SWE-bench: Can Language Models Resolve Real-world Github Issues?
ICLR 2024
InterCode: Standardizing and Benchmarking Interactive Coding with Execution Feedback
NeurIPS 2023
Dynamic Iterative Refinement for Efficient 3D Hand Pose Estimation
WACV 2022
WebShop: Towards Scalable Real-World Web Interaction with Grounded Language Agents
NeurIPS 2022
SeqHAND: RGB-Sequence-Based 3D Hand Pose and Shape Estimation
ECCV 2020
Sym-Parameterized Dynamic Inference for Mixed-Domain Image Translation
ICCV 2019
Towards Governing Agentβs Efficacy: Action-Conditional $Ξ²$-VAE for Deep Transparent Reinforcement Learning
ACML 2019
Broadcasting Convolutional Network for Visual Relational Reasoning
ECCV 2018
Genetic-Gated Networks for Deep Reinforcement Learning
NeurIPS 2018