Tongya Zheng
13 papers · 2023–2026 · 3 conferences · across top CS/AI conferences
Achievements
Jump to papers ↓+5 more ↓ Show less ↑
π Cross-Pollinator (6) πΊοΈ Taxonomy Completionist (36) π Interdisciplinary Bridge π§ Keyword Pioneer π Renaissance Researcher (7)
π
Conference Polyglot
(3)
π€
Dynamic Duo
(10)
π
Century Club
(11)
β‘
Prolific Year
(9)
ποΈ
Keyword Collector
(75)
Conferences
AAAI (9)
IJCAI (3)
ICLR (1)
Top co-authors
Keywords
graph neural network
(5)
multi-agent reinforcement learning
(3)
message passing
(2)
contrastive learning
(2)
fraud detection
(2)
offline reinforcement learning
(1)
knowledge distillation
(1)
few-shot learning
(1)
graph representation learning
(1)
self-supervised learning
(1)
zero-shot learning
(1)
interpretable machine learning
(1)
semantic representation
(1)
graph representation
(1)
feature extraction
(1)
behavior cloning
(1)
agent communication
(1)
fault detection
(1)
model pruning
(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
Disentangled Table-Graph Representation for Interpretable Transmission Line Fault Location
AAAI 2025
Global Attribute-Association Pattern Aggregation for Graph Fraud Detection
AAAI 2025
Agent-Aware Training for Agent-Agnostic Action Advising in Deep Reinforcement Learning
AAAI 2025
From GNNs to Trees: Multi-Granular Interpretability for Graph Neural Networks
ICLR 2025
Odyssey : Empowering Minecraft Agents with Open-World Skills
IJCAI 2025
Efficient Dynamic Graphs Learning with Refined Batch Parallel Training
IJCAI 2025
CADP: Towards Better Centralized Learning for Decentralized Execution in MARL
IJCAI 2025
Cooperative Policy Agreement: Learning Diverse Policy for Offline MARL
AAAI 2025
Holistic Semantic Representation for Navigational Trajectory Generation
AAAI 2025
DGA-GNN: Dynamic Grouping Aggregation GNN for Fraud Detection
AAAI 2024
Contrastive Identity-Aware Learning for Multi-Agent Value Decomposition
AAAI 2023