Siyuan Wu
11 papers · 2024–2025 · 7 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (27) π₯ Mega-Team Β· Legion π Grand Slam
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Triple Crown
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Keyword Collector
(61)
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The Questioner
β‘
Prolific Year Β· Productive
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Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Core AI
(9)
Machine Learning
(5)
Natural Language Processing
(4)
Learning Types
(3)
Computer Science
(2)
Deep Learning
(2)
Application Areas
(2)
Generation
(2)
Learning Paradigms
(2)
Resources & Methods
(2)
Mathematics & Optimization
(1)
Applications
(1)
Architectures
(1)
Core Methods
(1)
Keywords
large language model
(4)
robustness
(1)
ai safety
(1)
curriculum learning
(1)
uncertainty quantification
(1)
multilingual nlp
(1)
data augmentation
(1)
truthfulness
(1)
model evaluation
(1)
text generation
(1)
fairness
(1)
code generation
(1)
video understanding
(1)
responsible ai
(1)
decision making
(1)
synthetic data generation
(1)
low-resource language
(1)
benchmark dataset
(1)
language model
(1)
transfer learning
(1)
Papers
Balancing Bias in Two-sided Markets for Fair Stable Matchings
ICLR 2025
DataGen: Unified Synthetic Dataset Generation via Large Language Models
ICLR 2025
EmoNest: Crafting Emotionally-Adaptive Experiences with Generative AI
NeurIPS 2025
GUI-World: A Video Benchmark and Dataset for Multimodal GUI-oriented Understanding
ICLR 2025
PFedCS: A Personalized Federated Learning Method for Enhancing Collaboration among Similar Classifiers
AAAI 2025
TRUSTEVAL: A Dynamic Evaluation Toolkit on Trustworthiness of Generative Foundation Models
NAACL 2025
1+1>2: Can Large Language Models Serve as Cross-Lingual Knowledge Aggregators?
EMNLP 2024
HonestLLM: Toward an Honest and Helpful Large Language Model
NeurIPS 2024
MetaTool Benchmark for Large Language Models: Deciding Whether to Use Tools and Which to Use
ICLR 2024
NL2Formula: Generating Spreadsheet Formulas from Natural Language Queries
EACL 2024
Position: TrustLLM: Trustworthiness in Large Language Models
ICML 2024