Kevin Yang
19 papers · 2019–2025 · 7 venues · across top CS/AI venues
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Achievements
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πΊοΈ Taxonomy Completionist (48) π Academic Marathon Β· Sprint π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver π£ Hot Topic Early Bird
π€
Dynamic Duo
(12)
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Topic Evolution
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Renaissance Researcher
(9)
π₯
Unstoppable Β· Bronze
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Prolific Year Β· Productive
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Century Club Β· Bronze
ποΈ
Keyword Collector
(117)
Top co-authors
Research topics
Artificial Intelligence
(14)
Core AI
(13)
Machine Learning
(11)
Natural Language Processing
(11)
Deep Learning
(9)
Generation
(7)
Models
(6)
Applications
(4)
Learning Types
(4)
Core Methods
(3)
Optimization & Theory
(3)
Computer Vision
(2)
Interdisciplinary
(2)
Reinforcement Learning
(2)
Application Areas
(2)
Keywords
large language model
(4)
story generation
(3)
in-context learning
(2)
plot coherence
(2)
text generation
(2)
program synthesis
(2)
language model
(2)
monte carlo tree search
(2)
controlled text generation
(2)
machine translation
(2)
molecular design
(2)
temporal reasoning
(1)
belief propagation
(1)
question answering
(1)
data augmentation
(1)
hierarchical planning
(1)
sim-to-real transfer
(1)
multimodal learning
(1)
self-supervised learning
(1)
black-box optimization
(1)
Papers
FactTrack: Time-Aware World State Tracking in Story Outlines
NAACL 2025
Lucid-XR: An Extended-Reality Data Engine for Robotic Manipulation
CoRL 2025
ThoughtSculpt: Reasoning with Intermediate Revision and Search
NAACL 2025
Learning Personalized Alignment for Evaluating Open-ended Text Generation
EMNLP 2024
RLCD: Reinforcement Learning from Contrastive Distillation for LM Alignment
ICLR 2024
DOC: Improving Long Story Coherence With Detailed Outline Control
ACL 2023
Improving Pacing in Long-Form Story Planning
EMNLP 2023
Modular Visual Question Answering via Code Generation
ACL 2023
PREADD: Prefix-Adaptive Decoding for Controlled Text Generation
ACL 2023
Addressing Resource and Privacy Constraints in Semantic Parsing Through Data Augmentation
ACL 2022
Automated Crossword Solving
ACL 2022
Exploring evolution-aware & -free protein language models as protein function predictors
NeurIPS 2022
Multi-objective Optimization by Learning Space Partition
ICLR 2022
Re3: Generating Longer Stories With Recursive Reprompting and Revision
EMNLP 2022
FUDGE: Controlled Text Generation With Future Discriminators
NAACL 2021
Learning Space Partitions for Path Planning
NeurIPS 2021
A Streaming Approach For Efficient Batched Beam Search
EMNLP 2020
Improving Molecular Design by Stochastic Iterative Target Augmentation
ICML 2020
Learning Multimodal Graph-to-Graph Translation for Molecule Optimization
ICLR 2019