Lianghao Xia
15 papers · 2021–2025 · 7 conferences · across top CS/AI conferences
Achievements
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🌍 Conference Polyglot (7) 🐝 Cross-Pollinator (11) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌈 Renaissance Researcher (8)
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Renaissance Researcher
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Dynamic Duo
(15)
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Triple Crown
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(15)
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Prolific Year
(5)
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Keyword Collector
(72)
Conferences
AAAI (4)
EMNLP (4)
ICML (2)
IJCAI (2)
ACL (1)
ICLR (1)
NIPS (1)
Top co-authors
Keywords
graph neural network
(5)
knowledge graph
(4)
self-supervised learning
(2)
attention mechanism
(2)
zero-shot learning
(2)
link prediction
(2)
social recommendation
(2)
collaborative filtering
(2)
graph transformer
(2)
representation learning
(2)
large language model
(2)
node classification
(2)
graph representation
(1)
semantic alignment
(1)
hypergraph learning
(1)
temporal encoding
(1)
text generation
(1)
multi-task learning
(1)
knowledge transfer
(1)
message passing
(1)
Papers
LightRAG: Simple and Fast Retrieval-Augmented Generation
EMNLP 2025
GraphAgent: Agentic Graph Language Assistant
EMNLP 2025
RecGPT: A Foundation Model for Sequential Recommendation
EMNLP 2025
RecLM: Recommendation Instruction Tuning
ACL 2025
OpenGraph: Towards Open Graph Foundation Models
EMNLP 2024
FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction
ICML 2024
Denoised Self-Augmented Learning for Social Recommendation
IJCAI 2023
LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation
ICLR 2023
Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation
ICML 2023
GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks
NIPS 2023
Knowledge-aware Coupled Graph Neural Network for Social Recommendation
AAAI 2021
Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning
IJCAI 2021
Traffic Flow Forecasting with Spatial-Temporal Graph Diffusion Network
AAAI 2021
Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior Recommendation
AAAI 2021
Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation
AAAI 2021