Shuo Guan

3 papers · 2021–2026 · 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 🏃 Academic Marathon · Sprint 🌉 Interdisciplinary Bridge · Silver 🐣 Hot Topic Early Bird

Venues

EMNLP (2) CVPR (1)

Top co-authors

Pengju Ren (1) Jiajun Xu (1) Vishakh Padmakumar (1) Jiaqi Guo (1) Boran Zhao (1) Jin Cui (1)

Research topics

Machine Learning (2) Natural Language Processing (2) Generation (2) Artificial Intelligence (1) Computer Science (1) Deep Learning (1) Knowledge & Reasoning (1) Architectures (1) Core AI (1) Core Methods (1) Foundations (1) Optimization & Theory (1) Representation (1) Resources & Methods (1)

Keywords

abstractive summarization (2) coreset selection (1) text generation (1) text summarization (1) distribution matching (1) spectral graph theory (1) knowledge graph (1) frequency domain (1) sentence summarization (1) keyword extraction (1) news summarization (1) abstractive sentence summarization (1) knowledge-augmented generation (1) tri-encoder architecture (1) knowledge structure encoding (1) modular approach (1) knowledge encoder (1) graph-constrained optimization (1) knowledge extraction (1) characteristic function distance (1)

Papers

FAST: Topology-Aware Frequency-Domain Distribution Matching for Coreset Selection CVPR 2026 Extract, Select and Rewrite: A Modular Sentence Summarization Method EMNLP 2023 Knowledge and Keywords Augmented Abstractive Sentence Summarization EMNLP 2021