Yan Ma
7 papers · 2023–2026 · 5 venues · across top CS/AI venues
Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.
Achievements
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Conference Polyglot · Silver
🌉
Interdisciplinary Bridge · Bronze
🗺️
Taxonomy Completionist
(20)
🐣
Hot Topic Early Bird
👥
Mega-Team · Squad
Venues
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Machine Learning
(3)
Learning Paradigms
(2)
Optimization & Theory
(2)
Computer Science
(1)
Deep Learning
(1)
Natural Language Processing
(1)
Reinforcement Learning
(1)
Application Areas
(1)
Generation
(1)
Learning Types · Deep Learning
(1)
Learning Types · Machine Learning
(1)
Methods
(1)
Resources & Methods
(1)
Keywords
large language model
(4)
policy optimization
(1)
transfer learning
(1)
domain adaptation
(1)
mathematical reasoning
(1)
text generation
(1)
preference optimization
(1)
document understanding
(1)
synthetic data
(1)
weak-to-strong learning
(1)
vision-language model
(1)
supervised fine-tuning
(1)
edge device
(1)
evaluation benchmark
(1)
diverse policy
(1)
behavior regularization
(1)
behavioral cloning
(1)
edge computing
(1)
hallucination detection
(1)
multimodal model
(1)
Papers
HyperEdge: An Edge CDN Infrastructure for Cost Efficient Video Streaming
NSDI 2026
STORM-BORN: A Challenging Mathematical Derivations Dataset Curated via a Human-in-the-Loop Multi-Agent Framework
ACL 2025
MMLONGBENCH-DOC: Benchmarking Long-context Document Understanding with Visualizations
NeurIPS 2024
MoPS: Modular Story Premise Synthesis for Open-Ended Automatic Story Generation
ACL 2024
OlympicArena: Benchmarking Multi-discipline Cognitive Reasoning for Superintelligent AI
NeurIPS 2024
Weak-to-Strong Reasoning
EMNLP 2024
Open-Ended Diverse Solution Discovery with Regulated Behavior Patterns for Cross-Domain Adaptation
AAAI 2023