Yunshan Ma
6 papers · 2019–2026 · 3 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Academic Marathon Β· Sprint π Interdisciplinary Bridge Β· Bronze πΊοΈ Taxonomy Completionist (18) π Conference Polyglot Β· Bronze
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Keyword Pioneer
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The Questioner
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Conference Pioneer
Top co-authors
Research topics
Machine Learning
(4)
Natural Language Processing
(3)
Artificial Intelligence
(2)
Deep Learning
(2)
Application Areas
(2)
Applications Β· Natural Language Processing
(2)
Architectures
(2)
Core AI
(2)
Learning Types
(2)
Resources & Methods
(2)
Data Science & Analytics
(1)
Reinforcement Learning
(1)
Applications Β· Data Science & Analytics
(1)
Core Methods
(1)
Generation
(1)
Keywords
retrieval-augmented generation
(2)
embedding learning
(1)
constrained reinforcement learning
(1)
knowledge editing
(1)
reading comprehension
(1)
model editing
(1)
bilevel optimization
(1)
adversarial attack
(1)
multi-armed bandit
(1)
knowledge graph embedding
(1)
language model
(1)
sequential recommendation
(1)
recommender system
(1)
algorithm synthesis
(1)
portfolio management
(1)
long-context understanding
(1)
news article
(1)
natural language interface
(1)
temporal event understanding
(1)
future event forecasting
(1)
Papers
MAB-DQA: Addressing Query Aspect Importance in Document Question Answering with Multi-Armed Bandits
ACL 2026
PortfolioPilot: An Agentic Platform for Financial Portfolio Management Algorithm Development and Evaluation
AAAI 2026
Potent but Stealthy: Rethink Profile Pollution Against Sequential Recommendation via Bi-Level Constrained Reinforcement Paradigm
AAAI 2026
AlphaEdit: Null-Space Constrained Knowledge Editing for Language Models
ICLR 2025
Analyzing Temporal Complex Events with Large Language Models? A Benchmark towards Temporal, Long Context Understanding
ACL 2024
TransNFCM: Translation-Based Neural Fashion Compatibility Modeling
AAAI 2019