Shuyi Wang
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 🗺️ Taxonomy Completionist (17) 🐣 Hot Topic Early Bird 🔥 Unstoppable · Bronze
🌈
Renaissance Researcher
(5)
Top co-authors
Research topics
Machine Learning
(4)
Artificial Intelligence
(3)
Application Areas
(3)
Optimization & Theory
(3)
Natural Language Processing
(2)
Core AI
(2)
Learning Paradigms
(2)
Learning Types
(2)
Computer Science
(1)
Computer Vision
(1)
Data Science & Analytics
(1)
Applications · Data Science & Analytics
(1)
Applications · Natural Language Processing
(1)
Applications · Computer Science
(1)
Bayesian & Probabilistic
(1)
Keywords
multi-objective optimization
(2)
large language model
(2)
federated learning
(2)
paraphrase generation
(1)
model aggregation
(1)
parameter-efficient learning
(1)
gradient descent
(1)
convergence guarantee
(1)
deep neural network
(1)
uncertainty estimation
(1)
prompt tuning
(1)
retrieval augmentation
(1)
video quality
(1)
gradient conflict
(1)
layer-wise optimization
(1)
controlled generation
(1)
text-to-sql parsing
(1)
test case generation
(1)
text-to-sql generation
(1)
confidence score
(1)
Papers
PExA: Parallel Exploration Agent for Complex Text-to-SQL
ACL 2026
Calibrating LLMs for Text-to-SQL Parsing by Leveraging Sub-clause Frequencies
EMNLP 2025
Detecting Content Segments From Online Sports Streaming Events: Challenges and Solutions
WACV 2024
FedLF: Layer-Wise Fair Federated Learning
AAAI 2024
Relaxing the Accurate Imputation Assumption in Doubly Robust Learning for Debiased Collaborative Filtering
ICML 2024
FedMDFG: Federated Learning with Multi-Gradient Descent and Fair Guidance
AAAI 2023
Novelty Controlled Paraphrase Generation with Retrieval Augmented Conditional Prompt Tuning
AAAI 2022