Andi Peng
9 papers · 2020–2025 · 5 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (25) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π£ Hot Topic Early Bird
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Grand Slam
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Triple Crown
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Renaissance Researcher
(5)
Venues
Top co-authors
Research topics
Artificial Intelligence
(8)
Core AI
(7)
Machine Learning
(6)
Learning Types
(4)
Reinforcement Learning
(3)
Application Areas
(3)
Methods
(2)
Optimization & Theory
(2)
Computer Vision
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Robotics
(1)
Applications
(1)
Capabilities
(1)
Core Methods
(1)
Keywords
language model
(3)
active learning
(2)
domain adaptation
(2)
semantic segmentation
(1)
remote sensing
(1)
text classification
(1)
imitation learning
(1)
human-in-the-loop learning
(1)
inverse reinforcement learning
(1)
human-robot interaction
(1)
behavioral experiment
(1)
distribution shift
(1)
bandit setting
(1)
adaptive computation
(1)
latent representation
(1)
test-time adaptation
(1)
deep neural network
(1)
state abstraction
(1)
human-ai collaboration
(1)
reinforcement learning
(1)
Papers
Learning How Hard to Think: Input-Adaptive Allocation of LM Computation
ICLR 2025
Adaptive Language-Guided Abstraction from Contrastive Explanations
CoRL 2024
Constrained Human-AI Cooperation: An Inclusive Embodied Social Intelligence Challenge
NeurIPS 2024
Learning with Language-Guided State Abstractions
ICLR 2024
Pragmatic Feature Preferences: Learning Reward-Relevant Preferences from Human Input
ICML 2024
Diagnosis, Feedback, Adaptation: A Human-in-the-Loop Framework for Test-Time Policy Adaptation
ICML 2023
Human-Guided Complexity-Controlled Abstractions
NeurIPS 2023
Investigations of Performance and Bias in Human-AI Teamwork in Hiring
AAAI 2022
Human-Machine Collaboration for Fast Land Cover Mapping
AAAI 2020