Siwen Luo

According to our database, Siwen Luo authored at least 22 papers between 2008 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Docs2Synth: A Synthetic Data Trained Retriever Framework for Scanned Visually Rich Documents Understanding.

Yihao Ding, Qiang Sun, Puzhen Wu, Sirui Li, Siwen Luo, Wei Liu

CoRR, January, 2026

2025

A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends.

Yihao Ding, Siwen Luo, Yue Dai, Yanbei Jiang, Zechuan Li, Geoffrey Martin, Yifan Peng

CoRR, July, 2025

MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering.

Shuo Yang, Caren Han, Siwen Luo, Eduard H. Hovy

Proceedings of the Findings of the Association for Computational Linguistics, 2025

'No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF.

Rena Wei Gao, Xuetong Wu, Siwen Luo, Caren Han, Feng Liu

Proceedings of the Findings of the Association for Computational Linguistics, 2025

Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract).

Shuo Yang, Siwen Luo, Soyeon Caren Han

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Local Interpretations for Explainable Natural Language Processing: A Survey.

Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon

ACM Comput. Surv., September, 2024

Multimodal Commonsense Knowledge Distillation for Visual Question Answering.

Shuo Yang, Siwen Luo, Soyeon Caren Han

CoRR, 2024

'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue.

Rena Gao, Xuetong Wu, Siwen Luo, Soyeon Caren Han, Feng Liu

CoRR, 2024

PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering.

Yihao Ding, Kaixuan Ren, Jiabin Huang, Siwen Luo, Soyeon Caren Han

CoRR, 2024

MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering.

Yihao Ding, Kaixuan Ren, Jiabin Huang, Siwen Luo, Soyeon Caren Han

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection.

Rina Carines Cabral, Siwen Luo, Josiah Poon, Soyeon Caren Han

Proceedings of the 33rd ACM International Conference on Information and Knowledge Management, 2024

2023

SceneGATE: Scene-Graph Based Co-Attention Networks for Text Visual Question Answering.

Feiqi Cao, Siwen Luo, Felipe Nunez, Zean Wen, Josiah Poon, Soyeon Caren Han

Robotics, June, 2023

PDFVQA: A New Dataset for Real-World VQA on PDF Documents.

Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han

CoRR, 2023

PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.

Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the Sixteenth ACM International Conference on Web Search and Data Mining, 2023

PDF-VQA: A New Dataset for Real-World VQA on PDF Documents.

Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the Machine Learning and Knowledge Discovery in Databases: Applied Data Science and Demo Track, 2023

Workshop on Document Intelligence Understanding.

Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon, Hee-Guen Yoon, Zhe Huang, Paul Duuring, Eun-Jung Holden

Proceedings of the 32nd ACM International Conference on Information and Knowledge Management, 2023

2022

Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.

Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han

Proceedings of the 29th International Conference on Computational Linguistics, 2022

2020

VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks.

Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon

CoRR, 2020

REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.

Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon

Proceedings of the Neural Information Processing - 27th International Conference, 2020

VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks.

Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon

Proceedings of the 28th International Conference on Computational Linguistics, 2020

2013

Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set.

Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo

Proceedings of the Advanced Data Mining and Applications - 9th International Conference, 2013

2008

Research on the Reformation of Information Literacy Cultivation in Colleges and Universities Based on the E-learning.

Yunhong Li, Siwen Luo, Hui Jiang, Jihua Ye

Proceedings of the International Conference on Computer Science and Software Engineering, 2008