Ran Ding

3 papers · 2018–2025 · 3 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 🗺️ Taxonomy Completionist (13)

Venues

ACL (1) CVPR (1) EMNLP (1)

Top co-authors

Bing Xiang (2) Ramesh Nallapati (2) Jia Guo (1) Guobin Tang (1) Wei Li (1) Peng Zhang (1) Feng Nan (1) Zhiwei Dong (1)

Research topics

Deep Learning (3) Machine Learning (2) Core Methods (2) Models (2) Artificial Intelligence (1) Computer Vision (1) Analysis (1) Architectures (1) Bayesian & Probabilistic (1) Core AI (1) Domain-Specific (1) Learning Types · Machine Learning (1) Learning Types · Deep Learning (1)

Keywords

topic coherence (2) topic modeling (1) autonomous driving (1) trajectory prediction (1) maximum mean discrepancy (1) topic model (1) word embedding (1) neural topic model (1) dirichlet prior (1) wasserstein autoencoder (1) hd map (1) sd map (1) map fusion (1) variational inference (1) neural variational inference (1)

Papers

Leveraging SD Map to Augment HD Map-based Trajectory Prediction CVPR 2025 Topic Modeling with Wasserstein Autoencoders ACL 2019 Coherence-Aware Neural Topic Modeling EMNLP 2018