Jiaming Ma

4 papers · 2025–2026 · 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 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (11)

Venues

AAAI (1) ICML (1) IJCAI (1) JMLR (1)

Top co-authors

Pengkun Wang (3) Binwu Wang (3) Zhengyang Zhou (3) Yang Wang (3) Guanjun Wang (1) Tieyong Zeng (1) Zhiqing Cui (1) Jianhao Zhang (1) Yancheng Yuan (1) Sheng Huang (1)

Research topics

Machine Learning (4) Application Areas (3) Core Methods (3) Deep Learning (2) Architectures (2) Data Science & Analytics (1) Mathematics & Optimization (1) Applications (1) Mathematics (1) Optimization (1) Optimization & Theory (1)

Keywords

representation learning (2) transformer architecture (1) graph classification (1) knowledge distillation (1) dimension reduction (1) convex clustering (1) distributionally robust optimization (1) random projection (1) high-dimensional data (1) network embedding (1) causal learning (1) air quality forecasting (1) cluster recovery (1) mixture of spherical gaussian (1) learnable embedding (1) transformer model (1) graph neural network (1) scale distribution (1) weather covariate (1) centralized messaging mechanism (1)

Papers

U2B: Scale-unbiased Representation Converter for Graph Classification with Imbalanced and Balanced Scale Distributions AAAI 2026 Causal Learning Meet Covariates: Empowering Lightweight and Effective Nationwide Air Quality Forecasting IJCAI 2025 Randomly Projected Convex Clustering Model: Motivation, Realization, and Cluster Recovery Guarantees JMLR 2025 Robust Spatio-Temporal Centralized Interaction for OOD Learning ICML 2025