Yangyang Yu
9 papers · 2024–2026 · 5 venues · across top CS/AI venues
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Achievements
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🗺️ Taxonomy Completionist (24) 🐣 Hot Topic Early Bird 🌍 Conference Polyglot · Silver 🌉 Interdisciplinary Bridge · Silver 👥 Mega-Team · Squad
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Prolific Year · Productive
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Research topics
Artificial Intelligence
(9)
Core AI
(8)
Machine Learning
(5)
Natural Language Processing
(3)
Application Areas
(3)
Applications · Natural Language Processing
(3)
Learning Types
(3)
Resources & Methods
(3)
Data Science & Analytics
(2)
Deep Learning
(2)
Applications · Data Science & Analytics
(2)
Models
(2)
Reinforcement Learning
(1)
Applications · Reinforcement Learning
(1)
Learning Paradigms
(1)
Keywords
large language model
(6)
stock trading
(3)
benchmark evaluation
(2)
retrieval-augmented generation
(2)
risk management
(2)
financial benchmark
(2)
information extraction
(1)
data augmentation
(1)
few-shot learning
(1)
text generation
(1)
information retrieval
(1)
multimodal learning
(1)
financial decision-making
(1)
multi-armed bandit
(1)
portfolio management
(1)
chain-of-thought reasoning
(1)
prompt engineering
(1)
parameter-efficient fine-tuning
(1)
upper confidence bound
(1)
question answering
(1)
Papers
Adaptive Data Augmentation with Multi-armed Bandit: Sample-Efficient Embedding Calibration for Implicit Pattern Recognition
CVPR 2026
MultiFinBen: Benchmarking Large Language Models for Multilingual and Multimodal Financial Application
ACL 2026
Can AI Validate Science? Benchmarking LLMs on Claim →Evidence Reasoning in AI Papers
IJCNLP 2025
Capybara at the Financial Misinformation Detection Challenge Task: Chain-of-Thought Enhanced Financial Misinformation Detection
COLING 2025
FinNLP-FNP-LLMFinLegal @ COLING 2025 Shared Task: Agent-Based Single Cryptocurrency Trading Challenge
COLING 2025
FLAG-TRADER: Fusion LLM-Agent with Gradient-based Reinforcement Learning for Financial Trading
ACL 2025
INVESTORBENCH: A Benchmark for Financial Decision-Making Tasks with LLM-based Agent
ACL 2025
FinBen: A Holistic Financial Benchmark for Large Language Models
NeurIPS 2024
FinCon: A Synthesized LLM Multi-Agent System with Conceptual Verbal Reinforcement for Enhanced Financial Decision Making
NeurIPS 2024