Xiaomeng Yang
10 papers · 2022–2026 · 6 venues · across top CS/AI venues
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Achievements
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π£ Hot Topic Early Bird π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (37) ποΈ Keyword Collector (61)
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Century Club Β· Bronze
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Unstoppable Β· Bronze
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Renaissance Researcher
(6)
Top co-authors
Research topics
Artificial Intelligence
(6)
Core AI
(6)
Deep Learning
(5)
Machine Learning
(5)
Computer Vision
(3)
Learning Types Β· Deep Learning
(3)
Natural Language Processing
(2)
Reinforcement Learning
(2)
Domain-Specific
(2)
Learning Types Β· Machine Learning
(2)
Methods
(2)
Models
(2)
Optimization & Theory
(2)
Computer Science
(1)
Knowledge & Reasoning
(1)
Keywords
reinforcement learning
(3)
language model
(2)
sequence modeling
(1)
vision transformer
(1)
image generation
(1)
imitation learning
(1)
hierarchical classification
(1)
autonomous driving
(1)
uncertainty quantification
(1)
symbolic reasoning
(1)
theorem proving
(1)
self-supervised learning
(1)
attention mechanism
(1)
in-context learning
(1)
language modeling
(1)
decision making
(1)
model architecture
(1)
policy learning
(1)
neural architecture
(1)
multi-agent reinforcement learning
(1)
Papers
DiverseDiT: Towards Diverse Representation Learning in Diffusion Transformers
CVPR 2026
HierUQ: Hierarchical Uncertainty Quantification with Adaptive Granularity Reconciliation for Degraded Image Classification
CVPR 2026
Gold-medalist Performance in Solving Olympiad Geometry with AlphaGeometry2
JMLR 2025
Linguistics-aware Masked Image Modeling for Self-supervised Scene Text Recognition
CVPR 2025
Learning Personalized Alignment for Evaluating Open-ended Text Generation
EMNLP 2024
Megalodon: Efficient LLM Pretraining and Inference with Unlimited Context Length
NeurIPS 2024
TorchRL: A data-driven decision-making library for PyTorch
ICLR 2024
Learning Compiler Pass Orders using Coreset and Normalized Value Prediction
ICML 2023
MACTA: A Multi-agent Reinforcement Learning Approach for Cache Timing Attacks and Detection
ICLR 2023
Nocturne: a scalable driving benchmark for bringing multi-agent learning one step closer to the real world
NeurIPS 2022