Songtao Jiang

According to our database, Songtao Jiang authored at least 23 papers between 2007 and 2026.

Collaborative distances:

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

2026

How Far Are Video Models from True Multimodal Reasoning?

Xiaotian Zhang, Jianhui Wei, Yuan Wang, Jie Tang, Yichen Li, Yan Zhang, Ziyi Chen, Daoan Zhang, Dezhi Yu, Wei Xu, Songtao Jiang, Zuozhu Liu

CoRR, April, 2026

Learning Transferable Temporal Primitives for Video Reasoning via Synthetic Videos.

Songtao Jiang, Sibo Song, Chenyi Zhou, Yuan Wang, Ruizhe Chen, Tongkun Guan, Ruilin Luo, Yan Zhang, Zhihang Tang, Yuchong Sun, Hang Zhang, Zhibo Yang, Shuai Bai, Junyang Lin, Zuozhu Liu

CoRR, March, 2026

CodePercept: Code-Grounded Visual STEM Perception for MLLMs.

Tongkun Guan, Zhibo Yang, Jianqiang Wan, Mingkun Yang, Zhengtao Guo, Zijian Hu, Ruilin Luo, Ruize Chen, Songtao Jiang, Peng Wang, Wei Shen, Junyang Lin, Xiaokang Yang

CoRR, March, 2026

From Narrow to Panoramic Vision: Attention-Guided Cold-Start Reshapes Multimodal Reasoning.

Ruilin Luo, Chufan Shi, Yizhen Zhang, Cheng Yang, Songtao Jiang, Tongkun Guan, Ruizhe Chen, Ruihang Chu, Peng Wang, Mingkun Yang, Yujiu Yang, Junyang Lin, Zhibo Yang

CoRR, March, 2026

DestinyNet: A deep-learning framework for cell-fate analysis from lineage-tracing single-cell RNA sequencing data.

Zuozhu Liu, Songtao Jiang, Tianxiang Hu, Ziwei Xue, Yuhui Chen, Dengfeng Ruan, Haoxiang Xia, Yang Feng, Jin Hao, Wei Li, Joey Tianyi Zhou, Bing Fang, Jian Wu, Wanlu Liu

Patterns, 2026

Act as you think: Reinforcing Consistent Reasoning in Medical Visual Question Answering.

Songtao Jiang, Yuan Wang, Ruizhe Chen, Yan Zhang, Ruilin Luo, Bohan Lei, Yeying Jin, Sibo Song, Zhibo Yang, Jimeng Sun, Jian Wu, Zuozhu Liu

Proceedings of the 64th Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2026

Beyond N-grams: A Hierarchical Reward Learning Framework for Clinically-Aware Medical Report Generation.

Yuan Wang, Shujian Gao, Jiaxiang Liu, Songtao Jiang, Haoxiang Xia, Xiaotian Zhang, Zhaolu Kang, Yemin Wang, Zuozhu Liu

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Hulu-Med: A Transparent Generalist Model towards Holistic Medical Vision-Language Understanding.

Songtao Jiang, Yuan Wang, Sibo Song, Tianxiang Hu, Chenyi Zhou, Bin Pu, Yan Zhang, Zhibo Yang, Yang Feng, Joey Tianyi Zhou, Jin Hao, Zijian Chen, Ruijia Wu, Tao Tang, Junhui Lv, Hongxia Xu, Hongwei Wang, Jun Xiao, Bin Feng, Fudong Zhu, Kenli Li, Weidi Xie, Jimeng Sun, Jian Wu, Zuozhu Liu

CoRR, October, 2025

CAPO: Reinforcing Consistent Reasoning in Medical Decision-Making.

Songtao Jiang, Yuan Wang, Ruizhe Chen, Yan Zhang, Ruilin Luo, Bohan Lei, Sibo Song, Yang Feng, Jimeng Sun, Jian Wu, Zuozhu Liu

CoRR, June, 2025

OmniV-Med: Scaling Medical Vision-Language Model for Universal Visual Understanding.

Songtao Jiang, Yuan Wang, Sibo Song, Yan Zhang, Zijie Meng, Bohan Lei, Jian Wu, Jimeng Sun, Zuozhu Liu

CoRR, April, 2025

Knowing or Guessing? Robust Medical Visual Question Answering via Joint Consistency and Contrastive Learning.

Songtao Jiang, Yuxi Chen, Sibo Song, Yan Zhang, Yeying Jin, Yang Feng, Jian Wu, Zuozhu Liu

Proceedings of the Medical Image Computing and Computer Assisted Intervention - MICCAI 2025, 2025

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment.

Songtao Jiang, Yan Zhang, Ruizhe Chen, Tianxiang Hu, Yeying Jin, Qinglin He, Yang Feng, Jian Wu, Zuozhu Liu

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

Fair Text-Attributed Graph Representation Learning.

Ruilin Luo, Tianle Gu, Lin Wang, Yunfeng Zhou, Songtao Jiang, Lei Wang, Yujiu Yang

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

Syndrome-Molecule Graph Attention Networks (S-MoleGAT): Towards Interpretable TCM Prescription Generation.

Songtao Jiang, Zuxu Wang, Yichen Wang, Xuesong Liu, Changqing Ji, Zumin Wang

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

Med-GLIP: Advancing Medical Language-Image Pre-Training with Large-Scale Grounded Dataset.

Ziye Deng, Ruihan He, Jiaxiang Liu, Yuan Wang, Zijie Meng, Songtao Jiang, Yong Xie, Zuozhu Liu

Proceedings of the IEEE International Conference on Bioinformatics and Biomedicine, 2025

HSCR: Hierarchical Self-Contrastive Rewarding for Aligning Medical Vision Language Models.

Songtao Jiang, Yan Zhang, Yeying Jin, Zhihang Tang, Yangyang Wu, Yang Feng, Jian Wu, Zuozhu Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

Fast or Slow? Integrating Fast Intuition and Deliberate Thinking for Enhancing Visual Question Answering.

Songtao Jiang, Chenyi Zhou, Yan Zhang, Yeying Jin, Zuozhu Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 2: Short Papers), 2025

2024

The Effect of AI-Enabled Credit Scoring on Financial Inclusion: Evidence from an Underserved Population of over One Million.

Chunxiao Li, Hongchang Wang, Songtao Jiang, Bin Gu

MIS Q., 2024

Modality-Fair Preference Optimization for Trustworthy MLLM Alignment.

Songtao Jiang, Yan Zhang, Ruizhe Chen, Yeying Jin, Zuozhu Liu

CoRR, 2024

MoE-TinyMed: Mixture of Experts for Tiny Medical Large Vision-Language Models.

Songtao Jiang, Tuo Zheng, Yan Zhang, Yeying Jin, Zuozhu Liu

CoRR, 2024

Joint Visual and Text Prompting for Improved Object-Centric Perception with Multimodal Large Language Models.

Songtao Jiang, Yan Zhang, Chenyi Zhou, Yeying Jin, Yang Feng, Jian Wu, Zuozhu Liu

CoRR, 2024

Med-MoE: Mixture of Domain-Specific Experts for Lightweight Medical Vision-Language Models.

Songtao Jiang, Tuo Zheng, Yan Zhang, Yeying Jin, Li Yuan, Zuozhu Liu

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

2007

Cost modeling of spatial operators using non-parametric regression.

Songtao Jiang, Byung Suk Lee, Zhen He

Inf. Sci., 2007