Xuan He
6 papers · 2024–2025 · 5 venues · across top CS/AI venues
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Achievements
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Conference Polyglot Β· Silver
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Interdisciplinary Bridge Β· Bronze
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Taxonomy Completionist
(22)
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Hot Topic Early Bird
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Research topics
Machine Learning
(5)
Artificial Intelligence
(4)
Core AI
(4)
Deep Learning
(3)
Computer Vision
(2)
Natural Language Processing
(2)
Architectures
(2)
Learning Types
(2)
Optimization & Theory
(2)
Resources & Methods
(2)
Analysis
(1)
Application Areas
(1)
Applications
(1)
Core Methods
(1)
Domain-Specific
(1)
Keywords
large language model
(2)
object detection
(1)
video generation
(1)
prompt engineering
(1)
chain-of-thought reasoning
(1)
model evaluation
(1)
distributed learning
(1)
reinforcement learning from human feedback
(1)
distributed training
(1)
human feedback
(1)
model training
(1)
mixture of expert
(1)
vision-language model
(1)
prompt sensitivity
(1)
expert routing
(1)
reasoning capability
(1)
deformable attention
(1)
multimodal evaluation
(1)
prompt variation
(1)
load balancing
(1)
Papers
Guiding Through Complexity: What Makes Good Supervision for Hard Reasoning Tasks?
NAACL 2025
MEGA-Bench: Scaling Multimodal Evaluation to over 500 Real-World Tasks
ICLR 2025
CF-Deformable DETR: An End-to-End Alignment-Free Model for Weakly Aligned Visible-Infrared Object Detection
IJCAI 2024
LocMoE: A Low-overhead MoE for Large Language Model Training
IJCAI 2024
MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark
NeurIPS 2024
VideoScore: Building Automatic Metrics to Simulate Fine-grained Human Feedback for Video Generation
EMNLP 2024