Ya Liu

2 papers · 2020–2026 · 2 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (2) 🏃 Academic Marathon (6) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐝 Cross-Pollinator (11)

Conferences

AAAI (1) ACML (1)

Top co-authors

Junbin Liu (1) Aritra Konar (1) Japnit Kaur Ahuja (1) Wing-Kin Ma (1) Daren Ler (1) Haofei Chen (1)

Keywords

non-convex optimization (1) continuous optimization (1) algorithm selection (1) proximal gradient (1) generalization error bound (1) error bound (1) dense subgraph (1) penalty method (1) class-homogeneous neighbourhood (1) distance weighting (1)

Papers

A Scalable and Exact Relaxation for Densest k-Subgraph via Error Bounds AAAI 2026

A Distance-Weighted Class-Homogeneous Neighbourhood Ratio for Algorithm Selection ACML 2020