Yihao Ding

According to our database, Yihao Ding authored at least 40 papers between 2022 and 2026.

Collaborative distances:

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

2026

NarrativeSense: Predicting Affective States in University Students through Smartphone Sensing and Contextual Narratives.

Tianyi Zhang, Yan Li, Yihao Ding, Hong Jia, Vassilis Kostakos, Simon D'Alfonso

ACM Trans. Comput. Heal., April, 2026

MARCH: Multi-Agent Radiology Clinical Hierarchy for CT Report Generation.

Yi Lin, Yihao Ding, Yonghui Wu, Yifan Peng

CoRR, April, 2026

STIndex: A Context-Aware Multi-Dimensional Spatiotemporal Information Extraction System.

Wenxiao Zhang, Yu Liu, Qiang Sun, Yihao Ding, Sirui Li, Yanbing Liu, Jin B. Hong, Wei Liu

CoRR, April, 2026

Deep learning based visually rich document content understanding: a survey.

Yihao Ding, Soyeon Caren Han, Jean Lee, Eduard H. Hovy

Artif. Intell. Rev., April, 2026

LPL3D: LVLM-Driven Pseudo-Labeling for 3D Object Detection.

Zechuan Li, Hongshan Yu, Yihao Ding, Shuai Yuan, Naveed Akhtar

IEEE Trans. Circuits Syst. Video Technol., March, 2026

GeoChemAD: Benchmarking Unsupervised Geochemical Anomaly Detection for Mineral Exploration.

Yihao Ding, Yiran Zhang, Chris Gonzalez, Eun-Jung Holden, Wei Liu

CoRR, March, 2026

ToolTree: Efficient LLM Agent Tool Planning via Dual-Feedback Monte Carlo Tree Search and Bidirectional Pruning.

Shuo Yang, Soyeon Caren Han, Yihao Ding, Shuhe Wang, Eduard H. Hovy

CoRR, March, 2026

BRIDGE: Benchmark for multi-hop Reasoning In long multimodal Documents with Grounded Evidence.

Biao Xiang, Soyeon Caren Han, Yihao Ding

CoRR, March, 2026

Diagnosing Causal Reasoning in Vision-Language Models via Structured Relevance Graphs.

Dhita Putri Pratama, Soyeon Caren Han, Yihao Ding

CoRR, February, 2026

Statistical Verification of Medium-Access Parameterization for Power-Grid Edge Ad Hoc Sensor Networks.

Haitian Wang, Yiren Wang, Xinyu Wang, Zichen Geng, Xian Zhang, Yihao Ding

CoRR, February, 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

Embodied intelligence for 3D understanding: A survey on 3D Scene question answering.

Zechuan Li, Hongshan Yu, Yihao Ding, Yan Li, Yong He, Naveed Akhtar

Inf. Fusion, 2026

SynJAC: synthetic-data-driven joint-granular adaptation and calibration for domain specific scanned document key information extraction.

Yihao Ding, Soyeon Caren Han, Zechuan Li, Hyunsuk Chung

Inf. Fusion, 2026

A Disease-Aware Dual-Stage Framework for Chest X-ray Report Generation.

Puzhen Wu, Hexin Dong, Yi Lin, Yihao Ding, Yifan Peng

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

PROPA: Toward Process-level Optimization in Visual Reasoning via Reinforcement Learning.

Yanbei Jiang, Chao Lei, Yihao Ding, Krista A. Ehinger, Jey Han Lau

CoRR, November, 2025

SynDoc: A Hybrid Discriminative-Generative Framework for Enhancing Synthetic Domain-Adaptive Document Key Information Extraction.

Yihao Ding, Soyeon Caren Han, Yanbei Jiang, Yan Li, Zechuan Li, Yifan Peng

CoRR, September, 2025

DocHop-QA: Towards Multi-Hop Reasoning over Multimodal Document Collections.

Jiwon Park, Seohyun Pyeon, Jinwoo Kim, Rina Carines Cabral, Yihao Ding, Soyeon Caren Han

CoRR, August, 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

Pseudo-labeling and knowledge-guided contrastive learning for radiology report generation.

Fan Ye, Xuan Hu, Yihao Ding, Feifei Liu

J. Biomed. Informatics, 2025

VRD-IU: Lessons from Visually Rich Document Intelligence and Understanding.

Yihao Ding, Soyeon Caren Han, Yan Li, Josiah Poon

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

GO-N3RDet: Geometry Optimized NeRF-enhanced 3D Object Detector.

Zechuan Li, Hongshan Yu, Yihao Ding, Jinhao Qiao, Basim Azam, Naveed Akhtar

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

KIEPrompter: Leveraging Lightweight Models' Predictions for Cost-Effective Key Information Extraction using Vision LLMs.

Lorenzo Vaiani, Yihao Ding, Luca Cagliero, Jean Lee, Paolo Garza, Josiah Poon, Soyeon Caren Han

Proceedings of the 34th ACM International Conference on Information and Knowledge Management, 2025

Natural Language Processing in Support of Evidence-based Medicine: A Scoping Review.

Zihan Xu, Haotian Ma, Yihao Ding, Gongbo Zhang, Chunhua Weng, Yifan Peng

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

Beyond Perception: Evaluating Abstract Visual Reasoning through Multi-Stage Task.

Yanbei Jiang, Yihao Ding, Chao Lei, Jiayang Ao, Jey Han Lau, Krista A. Ehinger

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

2024

Graph neural networks for text classification: a survey.

Kunze Wang, Yihao Ding, Soyeon Caren Han

Artif. Intell. Rev., August, 2024

DAViD: Domain Adaptive Visually-Rich Document Understanding with Synthetic Insights.

Yihao Ding, Soyeon Caren Han, Zechuan Li, Hyunsuk Chung

CoRR, 2024

Deep Learning based Visually Rich Document Content Understanding: A Survey.

Yihao Ding, Jean Lee, Soyeon Caren Han

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

M3-VRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.

Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero

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

3MVRD: Multimodal Multi-task Multi-teacher Visually-Rich Form Document Understanding.

Yihao Ding, Lorenzo Vaiani, Soyeon Caren Han, Jean Lee, Paolo Garza, Josiah Poon, Luca Cagliero

Proceedings of the Findings of the Association for Computational Linguistics, 2024

The Language Model Can Have the Personality: Joint Learning for Personality Enhanced Language Model (Student Abstract).

Tianyi Chen, Feiqi Cao, Yihao Ding, Soyeon Caren Han

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

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

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

CoRR, 2023

Form-NLU: Dataset for the Form Language Understanding.

Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han

CoRR, 2023

Form-NLU: Dataset for the Form Natural Language Understanding.

Yihao Ding, Siqu Long, Jiabin Huang, Kaixuan Ren, Xingxiang Luo, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the 46th International ACM SIGIR Conference on Research and Development in Information Retrieval, 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

V-Doc : Visual questions answers with Documents.

Yihao Ding, Zhe Huang, Runlin Wang, Yanhang Zhang, Xianru Chen, Yuzhong Ma, Hyunsuk Chung, Soyeon Caren Han

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 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

DDI-MuG: Multi-aspect Graphs for Drug-Drug Interaction Extraction.

Jie Yang, Yihao Ding, Siqu Long, Josiah Poon, Soyeon Caren Han

Proceedings of the 13th International Workshop on Health Text Mining and Information Analysis, 2022