Siwen Luo

30 papers A* 2A 3B 2Journal 17Unranked 6
YearRankTypeTitle / Venue / Authors
2026 J jnl
Docs2Synth: A Synthetic Data Trained Retriever Framework for Scanned Visually Rich Documents Understanding.
CoRR
Yihao Ding, Qiang Sun, Puzhen Wu, Sirui Li, Siwen Luo, Wei Liu
2025 — conf
'No' Matters: Out-of-Distribution Detection in Multimodality Multi-Turn Interactive Dialogue Download PDF.
ACL (Findings)
Rena Wei Gao, Xuetong Wu, Siwen Luo, Caren Han, Feng Liu
2025 J jnl
A Survey on MLLM-based Visually Rich Document Understanding: Methods, Challenges, and Emerging Trends.
CoRR
Yihao Ding, Siwen Luo, Yue Dai, Yanbei Jiang, Zechuan Li, Geoffrey Martin, Yifan Peng
2025 — conf
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering.
ACL (Findings)
Shuo Yang, Caren Han, Siwen Luo, Eduard H. Hovy
2025 J jnl
MAGIC-VQA: Multimodal And Grounded Inference with Commonsense Knowledge for Visual Question Answering.
CoRR
Shuo Yang, Siwen Luo, Soyeon Caren Han, Eduard H. Hovy
2025 A* conf
Multimodal Commonsense Knowledge Distillation for Visual Question Answering (Student Abstract).
AAAI
Shuo Yang, Siwen Luo, Soyeon Caren Han
2024 J jnl
'No' Matters: Out-of-Distribution Detection in Multimodality Long Dialogue.
CoRR
Rena Gao, Xuetong Wu, Siwen Luo, Soyeon Caren Han, Feng Liu
2024 A conf
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection.
CIKM
Rina Carines Cabral, Siwen Luo, Josiah Poon, Soyeon Caren Han
2024 J jnl
3M-Health: Multimodal Multi-Teacher Knowledge Distillation for Mental Health Detection.
CoRR
Rina Carines Cabral, Siwen Luo, Josiah Poon, Soyeon Caren Han
2024 J jnl
Local Interpretations for Explainable Natural Language Processing: A Survey.
ACM Comput. Surv.
Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon
2024 A* conf
MMVQA: A Comprehensive Dataset for Investigating Multipage Multimodal Information Retrieval in PDF-based Visual Question Answering.
IJCAI
Yihao Ding, Kaixuan Ren, Jiabin Huang, Siwen Luo, Soyeon Caren Han
2024 J jnl
Multimodal Commonsense Knowledge Distillation for Visual Question Answering.
CoRR
Shuo Yang, Siwen Luo, Soyeon Caren Han
2024 J jnl
PDF-MVQA: A Dataset for Multimodal Information Retrieval in PDF-based Visual Question Answering.
CoRR
Yihao Ding, Kaixuan Ren, Jiabin Huang, Siwen Luo, Soyeon Caren Han
2023 — conf
PDF-VQA: A New Dataset for Real-World VQA on PDF Documents.
ECML/PKDD (6)
Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han
2023 J jnl
PDFVQA: A New Dataset for Real-World VQA on PDF Documents.
CoRR
Yihao Ding, Siwen Luo, Hyunsuk Chung, Soyeon Caren Han
2023 A conf
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.
WSDM
Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han
2023 J jnl
SceneGATE: Scene-Graph Based Co-Attention Networks for Text Visual Question Answering.
Robotics
Feiqi Cao, Siwen Luo, Felipe Nunez, Zean Wen, Josiah Poon, Soyeon Caren Han
2023 A conf
Workshop on Document Intelligence Understanding.
CIKM
Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon, Hee-Guen Yoon, Zhe Huang, Paul Duuring, Eun-Jung Holden
2023 J jnl
Workshop on Document Intelligence Understanding.
CoRR
Soyeon Caren Han, Yihao Ding, Siwen Luo, Josiah Poon, Hee-Guen Yoon, Zhe Huang, Paul Duuring, Eun-Jung Holden
2022 B conf
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.
COLING
Siwen Luo, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han
2022 J jnl
Doc-GCN: Heterogeneous Graph Convolutional Networks for Document Layout Analysis.
CoRR
Siwen Luo, Yihao Ding, Siqu Long, Soyeon Caren Han, Josiah Poon
2022 J jnl
PiggyBack: Pretrained Visual Question Answering Environment for Backing up Non-deep Learning Professionals.
CoRR
Zhihao Zhang, Siwen Luo, Junyi Chen, Sijia Lai, Siqu Long, Hyunsuk Chung, Soyeon Caren Han
2022 J jnl
SceneGATE: Scene-Graph based co-Attention networks for TExt visual question answering.
CoRR
Siwen Luo, Feiqi Cao, Felipe Nunez, Zean Wen, Josiah Poon, Soyeon Caren Han
2021 J jnl
Local Interpretations for Explainable Natural Language Processing: A Survey.
CoRR
Siwen Luo, Hamish Ivison, Soyeon Caren Han, Josiah Poon
2020 — conf
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.
ICONIP (1)
Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon
2020 J jnl
REXUP: I REason, I EXtract, I UPdate with Structured Compositional Reasoning for Visual Question Answering.
CoRR
Siwen Luo, Soyeon Caren Han, Kaiyuan Sun, Josiah Poon
2020 J jnl
VICTR: Visual Information Captured Text Representation for Text-to-Image Multimodal Tasks.
CoRR
Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon
2020 B conf
VICTR: Visual Information Captured Text Representation for Text-to-Vision Multimodal Tasks.
COLING
Soyeon Caren Han, Siqu Long, Siwen Luo, Kunze Wang, Josiah Poon
2013 — conf
Cluster Labeling Extraction and Ranking Feature Selection for High Quality XML Pseudo Relevance Feedback Fragments Set.
ADMA (2)
Minjuan Zhong, Changxuan Wan, Dexi Liu, Shumei Liao, Siwen Luo
2008 — conf
Research on the Reformation of Information Literacy Cultivation in Colleges and Universities Based on the E-learning.
CSSE (5)
Yunhong Li, Siwen Luo, Hui Jiang, Jihua Ye