Jianming Huang

3 papers · 2023–2026 · 2 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 · Silver 🗺️ Taxonomy Completionist (11)

Venues

AAAI (2) AISTATS (1)

Top co-authors

Hiroyuki Kasai (3) Xun Su (2) Zhongxi Fang (2) Tomohisa Tabuchi (1)

Research topics

Deep Learning (2) Machine Learning (2) Mathematics & Optimization (2) Architectures (2) Core Methods (2) Optimization & Theory (2) Artificial Intelligence (1) Computer Science (1) Core AI (1) Foundations (1) Mathematics (1) Optimization (1)

Keywords

wasserstein distance (1) dimensionality reduction (1) reinforcement learning (1) non-convex optimization (1) graph classification (1) gradient descent (1) weisfeiler-lehman test (1) graph distance (1) multidimensional scaling (1) subgraph extraction (1) tree edit distance (1) graph neural network (1) intrinsic interpretability (1) reinforcement walk (1)

Papers

Self-Interpretable Subgraph Neural Network with Deep Reinforcement Walk Exploration AAAI 2026 StableMDS: A Novel Gradient Descent-Based Method for Stabilizing and Accelerating Weighted Multidimensional Scaling AISTATS 2025 Wasserstein Graph Distance Based on L1–Approximated Tree Edit Distance between Weisfeiler–Lehman Subtrees AAAI 2023