Sherry Yang
15 papers · 2022–2025 · 4 venues · across top CS/AI venues
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Achievements
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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (30) π Conference Polyglot Β· Bronze π£ Hot Topic Early Bird π Triple Crown
π
Renaissance Researcher
(5)
β‘
Prolific Year Β· Productive
π
Century Club Β· Bronze
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Keyword Collector
(72)
Venues
Top co-authors
Research topics
Artificial Intelligence
(13)
Core AI
(12)
Machine Learning
(6)
Natural Language Processing
(5)
Reinforcement Learning
(5)
Methods
(5)
Deep Learning
(4)
Generation
(3)
Learning Paradigms
(3)
Learning Types
(3)
Models
(3)
Computer Science
(2)
Application Areas
(2)
Applications
(2)
Optimization & Theory
(2)
Keywords
language model
(4)
generative model
(3)
video generation
(3)
dialogue system
(3)
offline reinforcement learning
(3)
robot manipulation
(2)
diffusion model
(2)
reinforcement learning
(2)
crystal structure
(2)
policy optimization
(2)
sequential decision making
(2)
vision-language model
(2)
value function
(2)
policy learning
(1)
code generation
(1)
preference optimization
(1)
natural language generation
(1)
domain adaptation
(1)
conversational ai
(1)
in-context learning
(1)
Papers
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF
ICLR 2025
Code as Reward: Empowering Reinforcement Learning with VLMs
ICML 2024
Generative Hierarchical Materials Search
NeurIPS 2024
Learning Interactive Real-World Simulators
ICLR 2024
Position: Video as the New Language for Real-World Decision Making
ICML 2024
Probabilistic Adaptation of Black-Box Text-to-Video Models
ICLR 2024
Scalable Diffusion for Materials Generation
ICLR 2024
UQE: A Query Engine for Unstructured Databases
NeurIPS 2024
Video Language Planning
ICLR 2024
Dichotomy of Control: Separating What You Can Control from What You Cannot
ICLR 2023
Learning Universal Policies via Text-Guided Video Generation
NeurIPS 2023
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets
ICML 2023
Offline RL for Natural Language Generation with Implicit Language Q Learning
ICLR 2023
CHAI: A CHatbot AI for Task-Oriented Dialogue with Offline Reinforcement Learning
NAACL 2022
Context-Aware Language Modeling for Goal-Oriented Dialogue Systems
NAACL 2022