Xingyu Peng
7 papers · 2022–2026 · 5 venues · across top CS/AI venues
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Achievements
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π Conference Polyglot Β· Silver π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (19) π£ Hot Topic Early Bird π₯ Unstoppable Β· Bronze
π
Renaissance Researcher
(6)
Venues
Top co-authors
Research topics
Machine Learning
(5)
Deep Learning
(4)
Architectures
(3)
Artificial Intelligence
(2)
Natural Language Processing
(2)
Application Areas
(2)
Applications
(2)
Core AI
(2)
Core Methods
(2)
Computer Vision
(1)
Knowledge & Reasoning
(1)
Reinforcement Learning
(1)
Robotics
(1)
Capabilities
(1)
Domain-Specific
(1)
Keywords
graph neural network
(4)
reinforcement learning
(2)
structural entropy
(2)
hierarchical planning
(1)
knowledge distillation
(1)
relation extraction
(1)
rumor detection
(1)
chain-of-thought reasoning
(1)
dependency parsing
(1)
instruction following
(1)
hierarchical reinforcement learning
(1)
relational reasoning
(1)
adversarial attack
(1)
tree structure
(1)
embodied agent
(1)
multimodal language model
(1)
vision-language-action model
(1)
soft pseudo-label
(1)
hierarchical information
(1)
graph-based model
(1)
Papers
OctoNav: Towards Generalist Embodied Navigation
CVPR 2026
Surrogate as Teacher: Distillation-Guided Graph Poisoning Attack
AAAI 2026
Rumor Detection on Social Media with Temporal Propagation Structure Optimization
COLING 2025
Global-Local Collaborative Inference with LLM for Lidar-Based Open-Vocabulary Detection
ECCV 2024
Adaptive Zone-Aware Hierarchical Planner for Vision-Language Navigation
CVPR 2023
Document-level Relation Extraction via Subgraph Reasoning
IJCAI 2022
Hierarchical Information Matters: Text Classification via Tree Based Graph Neural Network
COLING 2022