Sherry Yang
15 papers · 2022–2025 · 4 conferences · across top CS/AI conferences
Achievements
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🐝 Cross-Pollinator (14) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (4) 🌈 Renaissance Researcher (6)
🌉
Interdisciplinary Bridge
🧭
Keyword Pioneer
👑
Triple Crown
⚡
Prolific Year
(8)
📈
Trend Setter
💎
Century Club
(15)
Conferences
ICLR (7)
ICML (3)
NIPS (3)
NAACL (2)
Top co-authors
Keywords
language model
(3)
sequential decision making
(2)
dialogue system
(2)
transfer learning
(1)
video generation
(1)
conversational ai
(1)
policy learning
(1)
task-oriented dialogue
(1)
robot manipulation
(1)
multi-objective optimization
(1)
generative model
(1)
diffusion model
(1)
generalization capability
(1)
unstructured datum
(1)
crystal structure generation
(1)
trajectory planning
(1)
goal-oriented dialogue
(1)
semantic retrieval
(1)
crystal structure
(1)
materials discovery
(1)
Papers
Value-Incentivized Preference Optimization: A Unified Approach to Online and Offline RLHF
ICLR 2025
UQE: A Query Engine for Unstructured Databases
NIPS 2024
Code as Reward: Empowering Reinforcement Learning with VLMs
ICML 2024
Position: Video as the New Language for Real-World Decision Making
ICML 2024
Generative Hierarchical Materials Search
NIPS 2024
Video Language Planning
ICLR 2024
Probabilistic Adaptation of Black-Box Text-to-Video Models
ICLR 2024
Scalable Diffusion for Materials Generation
ICLR 2024
Learning Interactive Real-World Simulators
ICLR 2024
Learning Universal Policies via Text-Guided Video Generation
NIPS 2023
Offline RL for Natural Language Generation with Implicit Language Q Learning
ICLR 2023
Dichotomy of Control: Separating What You Can Control from What You Cannot
ICLR 2023
Multi-Environment Pretraining Enables Transfer to Action Limited Datasets
ICML 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