Kai Yin
6 papers · 2019–2026 · 4 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Bronze π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Gold πΊοΈ Taxonomy Completionist (25) π£ Hot Topic Early Bird
π
Renaissance Researcher
(8)
Top co-authors
Research topics
Artificial Intelligence
(5)
Machine Learning
(5)
Core AI
(5)
Learning Types
(4)
Reinforcement Learning
(3)
Deep Learning
(2)
Applications Β· Reinforcement Learning
(2)
Methods
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Mathematics & Optimization
(1)
Natural Language Processing
(1)
Robotics
(1)
Applications Β· Computer Science
(1)
Keywords
markov decision process
(2)
disaster management
(2)
information retrieval
(1)
policy learning
(1)
efficient computing
(1)
dense retrieval
(1)
image super-resolution
(1)
policy iteration
(1)
value function approximation
(1)
time complexity
(1)
text retrieval
(1)
noise robustness
(1)
convolutional neural network
(1)
benchmark dataset
(1)
instruction fine-tuning
(1)
edge device
(1)
look-up table
(1)
autonomous system
(1)
taylor expansion
(1)
contrastive pre-training
(1)
Papers
DMRetriever: A Family of Models for Improved Text Retrieval in Disaster Management
ACL 2026
DisastIR: A Comprehensive Information Retrieval Benchmark for Disaster Management
EMNLP 2025
Efficient Look-Up Table from Expanded Convolutional Network for Accelerating Image Super-resolution
AAAI 2024
Dynamic Reward-Based Dueling Deep Dyna-Q: Robust Policy Learning in Noisy Environments
AAAI 2020
Kernel Taylor-Based Value Function Approximation for Continuous-State Markov Decision Processes
RSS 2020
Reachable Space Characterization of Markov Decision Processes with Time Variability
RSS 2019