Xueqi Ma

6 papers · 2023–2026 · 4 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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🌍 Conference Polyglot · Bronze 🗺️ Taxonomy Completionist (10) 🐣 Hot Topic Early Bird

Venues

IJCAI (3) AAAI (1) ACL (1) ECCV (1)

Top co-authors

Wenbin Hu (3) Chuang Liu (3) Yibing Zhan (3) Jia Wu (2) Dapeng Tao (2) Zelin Yao (1) Yuyao Wang (1) Mohammad Reza Ghasemi Madani (1) Danilo Mandic (1) Shirui Pan (1)

Research topics

Machine Learning (4) Deep Learning (3) Architectures (3) Core Methods (3) Artificial Intelligence (2) Learning Types (2) Application Areas (1) Core AI (1) Learning Paradigms (1)

Keywords

graph transformer (2) large language model (2) node classification (2) attention mechanism (2) self-supervised pretraining (1) graph pooling (1) quadratic complexity (1) graph neural network (1) graph structural information (1) graph masked autoencoder (1) exponential decay (1) structure-guided masking (1) node masking (1) node proximity (1) blame attribution (1) tool-use policy (1) open-set classification (1) population selection (1) inductive bia (1) out-of-distribution detection (1)

Papers

Coarse-to-Fine Open-Set Graph Node Classification with Large Language Models AAAI 2026 EVOTOOL: Self-Evolving Tool-Use Policy Optimization in LLM Agents via Blame-Aware Mutation and Diversity-Aware Selection ACL 2026 Generating 3D House Wireframes with Semantics ECCV 2024 Gradformer: Graph Transformer with Exponential Decay IJCAI 2024 Where to Mask: Structure-Guided Masking for Graph Masked Autoencoders IJCAI 2024 Gapformer: Graph Transformer with Graph Pooling for Node Classification IJCAI 2023