Kai Yin
6 papers · 2019–2026 · 4 conferences · across top CS/AI conferences
Achievements
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πΊοΈ Taxonomy Completionist (24) π§ Keyword Pioneer π Conference Polyglot (3) π Academic Marathon (6) π Cross-Pollinator (8)
π
Renaissance Researcher
(10)
π
Interdisciplinary Bridge
π
Trend Setter
Conferences
AAAI (2)
RSS (2)
ACL (1)
EMNLP (1)
Top co-authors
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