Kaili Ma

4 papers · 2020–2025 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Bronze

Venues

AAAI (1) EMNLP (1) ICLR (1) Interspeech (1)

Top co-authors

James Cheng (3) Hongzhi Chen (2) Ming-Chang Yang (1) Yifan Hou (1) Han Yang (1) Huan Zhao (1) Yang Junjie (1) Yongfeng Huang (1) Haoyu Huang (1) Zhenyu Pan (1)

Research topics

Deep Learning (2) Machine Learning (2) Architectures (2) Learning Types · Machine Learning (2) Artificial Intelligence (1) Computer Science (1) Natural Language Processing (1) Applications (1) Core AI (1) Core Methods (1) Learning Types · Deep Learning (1) Resources & Methods (1)

Keywords

graph neural network (2) semi-supervised learning (2) representation learning (2) nearest neighbor search (1) graph regularization (1) retrieval-augmented generation (1) graph laplacian regularization (1) graph data (1) semantic understanding (1) binary coding (1) supervised hashing (1) graph-based retrieval (1) hierarchical knowledge (1) propagation regularization (1) domain-specific task (1) smoothness metric (1) graph laplacian (1) cross-modal retrieval (1)

Papers

Retrieval-Augmented Generation with Hierarchical Knowledge EMNLP 2025 A Fast Discrete Two-Step Learning Hashing for Scalable Cross-Modal Retrieval Interspeech 2021 Rethinking Graph Regularization for Graph Neural Networks AAAI 2021 Measuring and Improving the Use of Graph Information in Graph Neural Networks ICLR 2020