Tongya Zheng
13 papers · 2023–2026 · 3 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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π Interdisciplinary Bridge Β· Silver πΊοΈ Taxonomy Completionist (35) π Conference Polyglot Β· Bronze π€ Dynamic Duo (11) ποΈ Keyword Collector (79)
β‘
Prolific Year Β· Productive
π
Renaissance Researcher
(5)
π
Century Club Β· Bronze
Top co-authors
Research topics
Artificial Intelligence
(10)
Machine Learning
(10)
Core AI
(10)
Deep Learning
(9)
Architectures
(6)
Core Methods
(6)
Learning Types Β· Machine Learning
(6)
Reinforcement Learning
(4)
Methods
(4)
Learning Types Β· Deep Learning
(3)
Data Science & Analytics
(2)
Application Areas
(2)
Applications
(2)
Learning Paradigms
(2)
Computer Vision
(1)
Keywords
graph neural network
(6)
multi-agent reinforcement learning
(3)
message passing
(2)
contrastive learning
(2)
fraud detection
(2)
offline reinforcement learning
(1)
graph representation learning
(1)
few-shot learning
(1)
self-supervised learning
(1)
graph classification
(1)
zero-shot learning
(1)
knowledge distillation
(1)
interpretable machine learning
(1)
semantic representation
(1)
behavior cloning
(1)
feature extraction
(1)
agent communication
(1)
graph representation
(1)
fault detection
(1)
transfer learning
(1)
Papers
Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning
AAAI 2026
Neural Graph Navigation for Intelligent Subgraph Matching
AAAI 2026
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
IJCAI 2025
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
AAAI 2025
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training
IJCAI 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection
AAAI 2025
Holistic Semantic Representation for Navigational Trajectory Generation
AAAI 2025
Odyssey : Empowering Minecraft Agents with Open-World Skills
IJCAI 2025
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
AAAI 2024
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
AAAI 2023