Jiale Ma

5 papers · 2024–2025 · 3 conferences · across top CS/AI conferences

Achievements

🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🌍 Conference Polyglot (3) 🐝 Cross-Pollinator (3)

Conferences

ICLR (2) ICML (2) JMLR (1)

Top co-authors

Junchi Yan (5) Yang Li (4) Wenzheng Pan (4) Runzhong Wang (2) Nan Yang (1) Nianzu Yang (1) Hao Xiong (1) Ziao Guo (1) Hongyuan Zha (1) Qi Liu (1)

Keywords

graph embedding (1) neural graph matching (1) multi-graph matching (1) python toolkit (1) learning-free solver (1)

Papers

Unify ML4TSP: Drawing Methodological Principles for TSP and Beyond from Streamlined Design Space of Learning and Search ICLR 2025

UniCO: On Unified Combinatorial Optimization via Problem Reduction to Matrix-Encoded General TSP ICLR 2025

Generative Modeling Reinvents Supervised Learning: Label Repurposing with Predictive Consistency Learning ICML 2025

COExpander: Adaptive Solution Expansion for Combinatorial Optimization ICML 2025

Pygmtools: A Python Graph Matching Toolkit JMLR 2024