Jiaxin Ju

4 papers · 2020–2025 · 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 · Bronze ❓ The Questioner

Venues

EMNLP (3) IJCAI (1)

Top co-authors

Shirui Pan (4) Ming Liu (3) Huan Yee Koh (3) Can Wang (1) Lan Du (1) Longxiang Gao (1) He Zhang (1) YIZHEN ZHENG (1) Yuan Jin (1)

Research topics

Machine Learning (4) Natural Language Processing (4) Generation (3) Artificial Intelligence (2) Application Areas (2) Core AI (2) Core Methods (2) Learning Types (2) Resources & Methods (1)

Keywords

unsupervised learning (2) feature learning (1) information bottleneck (1) model robustness (1) extractive summarization (1) document summarization (1) text summarization (1) document clustering (1) multi-view learning (1) evaluation metric (1) scientific document (1) molecular representation (1) molecular property prediction (1) human evaluation (1) sentence representation (1) abstractive summarization (1) long document (1) large language model (1) graph neural network (1) sentence search (1)

Papers

M^2LLM: Multi-view Molecular Representation Learning with Large Language Models IJCAI 2025 How Far are We from Robust Long Abstractive Summarization? EMNLP 2022 Leveraging Information Bottleneck for Scientific Document Summarization EMNLP 2021 Monash-Summ@LongSumm 20 SciSummPip: An Unsupervised Scientific Paper Summarization Pipeline EMNLP 2020