Skip to content
conftrace_

Lianghao Xia

15 papers · 2021–2025 · 7 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

Jump to papers ↓
+6 more ↓ 🐣 Hot Topic Early Bird 🌍 Conference Polyglot Β· Silver πŸŒ‰ Interdisciplinary Bridge Β· Silver πŸ—ΊοΈ Taxonomy Completionist (31) πŸ‘‘ Triple Crown
🀝 Dynamic Duo (15) πŸ† Grand Slam ⚑ Prolific Year Β· Productive πŸ’Ž Century Club Β· Bronze 🌈 Renaissance Researcher (6) πŸ—ƒοΈ Keyword Collector (80)

Venues

AAAI (4) EMNLP (4) ICML (2) IJCAI (2) ACL (1) ICLR (1) NeurIPS (1)

Top co-authors

Chao Huang (15) Yong Xu (7) Liefeng Bo (5) Peng Dai (5) Xiyue Zhang (3) Xubin Ren (2) Kangyi Lin (2) Da Luo (2) Yuhao Yang (2) Zhonghang Li (2)

Research topics

Machine Learning (11) Deep Learning (10) Artificial Intelligence (8) Architectures (8) Core Methods (7) Learning Types Β· Machine Learning (7) Core AI (5) Learning Paradigms (4) Data Science & Analytics (3) Application Areas (3) Applications (3) Learning Types Β· Deep Learning (3) Techniques (3) Knowledge & Reasoning (2) Representation (2)

Keywords

graph neural network (6) knowledge graph (4) collaborative filtering (3) graph transformer (2) zero-shot learning (2) self-supervised learning (2) large language model (2) node classification (2) representation learning (2) contrastive learning (2) link prediction (2) attention mechanism (2) social recommendation (2) semantic alignment (1) temporal encoding (1) hypergraph learning (1) text generation (1) in-context learning (1) multi-task learning (1) message passing (1)

Papers

GraphAgent: Agentic Graph Language Assistant EMNLP 2025 LightRAG: Simple and Fast Retrieval-Augmented Generation EMNLP 2025 RecGPT: A Foundation Model for Sequential Recommendation EMNLP 2025 RecLM: Recommendation Instruction Tuning ACL 2025 FlashST: A Simple and Universal Prompt-Tuning Framework for Traffic Prediction ICML 2024 OpenGraph: Towards Open Graph Foundation Models EMNLP 2024 Denoised Self-Augmented Learning for Social Recommendation IJCAI 2023 GPT-ST: Generative Pre-Training of Spatio-Temporal Graph Neural Networks NeurIPS 2023 LightGCL: Simple Yet Effective Graph Contrastive Learning for Recommendation ICLR 2023 Spatial-Temporal Graph Learning with Adversarial Contrastive Adaptation ICML 2023 Graph-Enhanced Multi-Task Learning of Multi-Level Transition Dynamics for Session-based Recommendation AAAI 2021 Knowledge-aware Coupled Graph Neural Network for Social Recommendation AAAI 2021 Knowledge-Enhanced Hierarchical Graph Transformer Network for Multi-Behavior 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