Suyu Liu

4 papers · 2025–2026 · 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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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (13)

Venues

AAAI (2) EMNLP (1) ICML (1)

Top co-authors

Yew-Soon Ong (2) Zhiguang Cao (2) Nan Yin (2) Ying Zhou (1) Zulong Chen (1) Zeyi Wen (1) Mengzhu Wang (1) Minping Chen (1) Chuanfei Xu (1) Yingxu Wang (1)

Research topics

Deep Learning (4) Machine Learning (3) Architectures (3) Application Areas (2) Learning Types (2) Optimization & Theory (2) Artificial Intelligence (1) Mathematics & Optimization (1) Core AI (1) Core Methods (1) Optimization (1) Techniques (1)

Keywords

multi-task learning (2) solution quality (1) feature fusion (1) mixture of expert (1) noisy label (1) domain shift (1) graph domain adaptation (1) click-through rate (1) hierarchical architecture (1) vehicle routing (1) large language model (1) graph neural network (1) geometric properties (1) conversion rate (1) generalization capabilities (1) mixed-curvature space (1) talent search ranking (1) recruitment system (1) cross-scale generalization (1) feature alignment (1)

Papers

Nested Graph Pseudo-Label Refinement for Noisy Label Domain Adaptation Learning AAAI 2026 Scale-Net: A Hierarchical U-Net Framework for Cross-Scale Generalization in Multi-Task Vehicle Routing AAAI 2026 A Mixed-Curvature based Pre-training Paradigm for Multi-Task Vehicle Routing Solver ICML 2025 Enhancing Talent Search Ranking with Role-Aware Expert Mixtures and LLM-based Fine-Grained Job Descriptions EMNLP 2025