Dingjie Song

According to our database, Dingjie Song authored at least 30 papers between 2020 and 2026.

Collaborative distances:

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

2026

AutoResearch AI: Towards AI-Powered Research Automation for Scientific Discovery.

Guiyao Tie, Jiawen Shi, Dingjie Song, Yixiao Huang, Ziji Sheng, Xueyang Zhou, Daizong Liu, Pan Zhou, Yongchao Chen, Ran Xu, Lifang He, Qingsong Wen, Manling Li, Cong Lu, Shuai Li, Pengtao Xie, Yixuan Yuan, Rui Meng, Lei Xing, Lichao Sun, Caiming Xiong, Philip S. Yu, Jianfeng Gao

CoRR, May, 2026

Towards a Medical AI Scientist.

Hongtao Wu, Boyun Zheng, Dingjie Song, Yu Jiang, Jianfeng Gao, Lei Xing, Lichao Sun, Yixuan Yuan

CoRR, March, 2026

LiveMedBench: A Contamination-Free Medical Benchmark for LLMs with Automated Rubric Evaluation.

Zhiling Yan, Dingjie Song, Zhe Fang, Yisheng Ji, Xiang Li, Quanzheng Li, Lichao Sun

CoRR, February, 2026

Can MLLMs Read Students' Minds? Unpacking Multimodal Error Analysis in Handwritten Math.

Dingjie Song, Tianlong Xu, Yifan Zhang, Hang Li, Zhiling Yan, Xing Fan, Haoyang Li, Lichao Sun, Qingsong Wen

Proceedings of the Artificial Intelligence in Education - 27th International Conference, 2026

2025

CML-Bench: A Framework for Evaluating and Enhancing LLM-Powered Movie Scripts Generation.

Mingzhe Zheng, Dingjie Song, Guanyu Zhou, Jun You, Jiahao Zhan, Xuran Ma, Xinyuan Song, Ser-Nam Lim, Qifeng Chen, Harry Yang

CoRR, October, 2025

Enhancing Vector Quantization with Distributional Matching: A Theoretical and Empirical Study.

Xianghong Fang, Litao Guo, Hengchao Chen, Yuxuan Zhang, XiaofanXia, Dingjie Song, Yexin Liu, Hao Wang, Harry Yang, Yuan Yuan, Qiang Sun

CoRR, June, 2025

Agentic Robot: A Brain-Inspired Framework for Vision-Language-Action Models in Embodied Agents.

Zhejian Yang, Yongchao Chen, Xueyang Zhou, Jiangyue Yan, Dingjie Song, Yinuo Liu, Yuting Li, Yu Zhang, Pan Zhou, Hechang Chen, Lichao Sun

CoRR, May, 2025

Aligning Multimodal LLM with Human Preference: A Survey.

Tao Yu, Yifan Zhang, Chaoyou Fu, Junkang Wu, Jinda Lu, Kun Wang, Xingyu Lu, Yunhang Shen, Guibin Zhang, Dingjie Song, Yibo Yan, Tianlong Xu, Qingsong Wen, Zhang Zhang, Yan Huang, Liang Wang, Tieniu Tan

CoRR, March, 2025

A Survey on Post-training of Large Language Models.

Guiyao Tie, Zeli Zhao, Dingjie Song, Fuyang Wei, Rong Zhou, Yurou Dai, Wen Yin, Zhejian Yang, Jiangyue Yan, Yao Su, Zhenhan Dai, Yifeng Xie, Yihan Cao, Lichao Sun, Pan Zhou, Lifang He, Hechang Chen, Yu Zhang, Qingsong Wen, Tianming Liu, Neil Zhenqiang Gong, Jiliang Tang, Caiming Xiong, Heng Ji, Philip S. Yu, Jianfeng Gao

CoRR, March, 2025

From Correctness to Comprehension: AI Agents for Personalized Error Diagnosis in Education.

Yifan Zhang, Hang Li, Dingjie Song, Lichao Sun, Tianlong Xu, Qingsong Wen

CoRR, February, 2025

MLLM-Bench: Evaluating Multimodal LLMs with Per-sample Criteria.

Wentao Ge, Shunian Chen, Hardy Chen, Nuo Chen, Junying Chen, Zhihong Chen, Wenya Xie, Shuo Yan, ChenghaoZhu ChenghaoZhu, Ziyue Lin, Dingjie Song, Xidong Wang, Anningzhe Gao, Zhiyi Zhang, Jianquan Li, Xiang Wan, Benyou Wang

Proceedings of the 2025 Conference of the Nations of the Americas Chapter of the Association for Computational Linguistics: Human Language Technologies, 2025

SAMed-2: Selective Memory Enhanced Medical Segment Anything Model.

Zhiling Yan, Sifan Song, Dingjie Song, Yiwei Li, Rong Zhou, Weixiang Sun, Zhennong Chen, Sekeun Kim, Hui Ren, Tianming Liu, Quanzheng Li, Xiang Li, Lifang He, Lichao Sun

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

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via a Hybrid Architecture.

Xidong Wang, Dingjie Song, Shunian Chen, Junying Chen, Zhenyang Cai, Chen Zhang, Lichao Sun, Benyou Wang

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

Both Text and Images Leaked! A Systematic Analysis of Data Contamination in Multimodal LLM.

Dingjie Song, Sicheng Lai, Mingxuan Wang, Shunian Chen, Lichao Sun, Benyou Wang

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

Less is More: A Simple yet Effective Token Reduction Method for Efficient Multi-modal LLMs.

Dingjie Song, Wenjun Wang, Shunian Chen, Xidong Wang, Michael X. Guan, Benyou Wang

Proceedings of the 31st International Conference on Computational Linguistics, 2025

Exploring Compositional Generalization of Multimodal LLMs for Medical Imaging.

Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang

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

2024

On the Compositional Generalization of Multimodal LLMs for Medical Imaging.

Zhenyang Cai, Junying Chen, Rongsheng Wang, Weihong Wang, Yonglin Deng, Dingjie Song, Yize Chen, Zixu Zhang, Benyou Wang

CoRR, 2024

BlenderLLM: Training Large Language Models for Computer-Aided Design with Self-improvement.

Yuhao Du, Shunian Chen, Wenbo Zan, Peizhao Li, Mingxuan Wang, Dingjie Song, Bo Li, Yan Hu, Benyou Wang

CoRR, 2024

Both Text and Images Leaked! A Systematic Analysis of Multimodal LLM Data Contamination.

Dingjie Song, Sicheng Lai, Shunian Chen, Lichao Sun, Benyou Wang

CoRR, 2024

LongLLaVA: Scaling Multi-modal LLMs to 1000 Images Efficiently via Hybrid Architecture.

Xidong Wang, Dingjie Song, Shunian Chen, Chen Zhang, Benyou Wang

CoRR, 2024

MileBench: Benchmarking MLLMs in Long Context.

Dingjie Song, Shunian Chen, Guiming Hardy Chen, Fei Yu, Xiang Wan, Benyou Wang

CoRR, 2024

CMB: A Comprehensive Medical Benchmark in Chinese.

Xidong Wang, Guiming Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Junying Chen, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

AceGPT, Localizing Large Language Models in Arabic.

Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Mosen Alharthi, Bang An, Juncai He, Ziche Liu, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu

Proceedings of the 2024 Conference of the North American Chapter of the Association for Computational Linguistics: Human Language Technologies (Volume 1: Long Papers), 2024

2023

HuatuoGPT-II, One-stage Training for Medical Adaption of LLMs.

Junying Chen, Xidong Wang, Anningzhe Gao, Feng Jiang, Shunian Chen, Hongbo Zhang, Dingjie Song, Wenya Xie, Chuyi Kong, Jianquan Li, Xiang Wan, Haizhou Li, Benyou Wang

CoRR, 2023

AceGPT, Localizing Large Language Models in Arabic.

Huang Huang, Fei Yu, Jianqing Zhu, Xuening Sun, Hao Cheng, Dingjie Song, Zhihong Chen, Abdulmohsen Alharthi, Bang An, Ziche Liu, Zhiyi Zhang, Junying Chen, Jianquan Li, Benyou Wang, Lian Zhang, Ruoyu Sun, Xiang Wan, Haizhou Li, Jinchao Xu

CoRR, 2023

CMB: A Comprehensive Medical Benchmark in Chinese.

Xidong Wang, Guiming Hardy Chen, Dingjie Song, Zhiyi Zhang, Zhihong Chen, Qingying Xiao, Feng Jiang, Jianquan Li, Xiang Wan, Benyou Wang, Haizhou Li

CoRR, 2023

Episode-Based Prompt Learning for Any-Shot Intent Detection.

Pengfei Sun, Dingjie Song, Yawen Ouyang, Zhen Wu, Xinyu Dai

Proceedings of the Natural Language Processing and Chinese Computing, 2023

2022

Self-Supervised Task Augmentation for Few-Shot Intent Detection.

Pengfei Sun, Yawen Ouyang, Dingjie Song, Xin-Yu Dai

J. Comput. Sci. Technol., 2022

TCBERT: A Technical Report for Chinese Topic Classification BERT.

Ting Han, Kunhao Pan, Xinyu Chen, Dingjie Song, Yuchen Fan, Xinyu Gao, Ruyi Gan, Jiaxing Zhang

CoRR, 2022

2020

R3: A Reading Comprehension Benchmark Requiring Reasoning Processes.

Ran Wang, Kun Tao, Dingjie Song, Zhilong Zhang, Xiao Ma, Xi'ao Su, Xinyu Dai

CoRR, 2020