Jiayin Wang
8 papers · 2023–2026 · 3 venues · across top CS/AI venues
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Achievements
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Conference Polyglot · Bronze
🌉
Interdisciplinary Bridge · Bronze
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Taxonomy Completionist
(28)
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The Questioner
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Trend Setter
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Research topics
Machine Learning
(7)
Artificial Intelligence
(5)
Core AI
(5)
Learning Types · Machine Learning
(4)
Optimization & Theory
(4)
Natural Language Processing
(3)
Applications · Natural Language Processing
(3)
Deep Learning
(2)
Application Areas
(2)
Core Methods
(2)
Learning Types · Deep Learning
(2)
Models
(2)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Resources & Methods
(1)
Keywords
large language model
(3)
benchmark evaluation
(2)
multi-label classification
(2)
adversarial optimization
(1)
machine translation
(1)
question answering
(1)
attention mechanism
(1)
sparse attention
(1)
model pruning
(1)
matrix completion
(1)
strategic reasoning
(1)
pairwise ranking
(1)
expert selection
(1)
hamming loss
(1)
recommendation system
(1)
reward model
(1)
computational efficiency
(1)
training throughput
(1)
label correlation
(1)
domain generalization
(1)
Papers
Making Every Head Count: Sparse Attention Without the Speed-Performance Trade-off
AAAI 2026
Mosaic Pruning: A Hierarchical Framework for Generalizable Pruning of Mixture-of-Experts Models
AAAI 2026
How Far Can LLMs Improve from Experience? Measuring Test-Time Learning Ability in LLMs with Human Comparison
EMNLP 2025
Multi-Label Ranking Loss Minimization for Matrix Completion
AAAI 2025
RIVAL: Reinforcement Learning with Iterative and Adversarial Optimization for Machine Translation
EMNLP 2025
WXImpactBench: A Disruptive Weather Impact Understanding Benchmark for Evaluating Large Language Models
ACL 2025
A User-Centric Multi-Intent Benchmark for Evaluating Large Language Models
EMNLP 2024
AdaBoost.C2: Boosting Classifiers Chains for Multi-Label Classification
AAAI 2023