Junpeng Ding

According to our database, Junpeng Ding authored at least 10 papers between 2024 and 2026.

Collaborative distances:

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

2026

THEMIS: Towards Holistic Evaluation of MLLMs for Scientific Paper Fraud Forensics.

Tzu-Yen Ma, Bo Zhang, Zichen Tang, Junpeng Ding, Haolin Tian, Yuanze Li, Zhuodi Hao, Zixin Ding, Zirui Wang, Xinyu Yu, Shiyao Peng, Yizhuo Zhao, Ruomeng Jiang, Yiling Huang, Peizhi Zhao, Jiayuan Chen, Weisheng Tan, Haocheng Gao, Yang Liu, Jiacheng Liu, Zhongjun Yang, Jiayu Huang, Haihong E

CoRR, March, 2026

AEGIS: A Holistic Benchmark for Evaluating Forensic Analysis of AI-Generated Academic Images.

Bo Zhang, Tzu-Yen Ma, Zichen Tang, Junpeng Ding, Zirui Wang, Yizhuo Zhao, Peilin Gao, Zijie Xi, Zixin Ding, Haiyang Sun, Haocheng Gao, Yuan Liu, Liangjia Wang, Yiling Huang, Yujie Wang, Yuyue Zhang, Ronghui Xi, Yuanze Li, Jiacheng Liu, Zhongjun Yang, Haihong E

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

Decoding Scientific Experimental Images: The SPUR Benchmark for Perception, Understanding, and Reasoning.

Junpeng Ding, Zichen Tang, Haihong E, Mengyuan Ji, Yang Liu, Haolin Tian, Haiyang Sun, Pengqi Sun, Yang Xu, Yichen Liu, Haocheng Gao, Zijie Xi, Ruomeng Jiang, Peizhi Zhao, Rongjin Li, Yuanze Li, Jiacheng Liu, Zhongjun Yang, Jintong Chen, Siying Lin

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

CreBench: Human-Aligned Creativity Evaluation from Idea to Process to Product.

Kaiwen Xue, Chenglong Li, Zhonghong Ou, Guoxin Zhang, Kaoyan Lu, Shuai Lyu, Yifan Zhu, Ping Zong, Junpeng Ding, Xinyu Liu, Qunlin Chen, Weiwei Qin, Yiran Shen, Jiayi Cen

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SCI-Reason: A Dataset with Chain-of-Thought Rationales for Complex Multimodal Reasoning in Academic Areas.

Chenghao Ma, Haihong E, Junpeng Ding, Jun Zhang, Ziyan Ma, Huang Qing, Bofei Gao, Liang Chen, Meina Song

CoRR, April, 2025

Mixup-Tuning: Enhancing Multimodal Reasoning via Attention-Aware Token Alignment and Consistency Regularization.

Chenghao Ma, Junpeng Ding

Proceedings of the 2025 International Conference on Embodied Intelligence and Large Models, 2025

2024

Hybrid Dual-Channel Input Image Tampering Detection for Scientific Papers.

Jiayi Shi, Haihong E, Jianhua Liu, Tianyi Hu, Xiaodong Qiao, Junpeng Ding, Jiayu Huang

Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024

Cross-Language Multimodal Detection: A Novel Model for Identifying Duplicate Publications in Scientific Papers.

Jiayu Huang, Haihong E, Jianhua Liu, Tianyi Hu, Xiaodong Qiao, Junpeng Ding, Xinyang Hu

Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024

Generative Forgery Image Detection Based on Diffusion Reconstruction Loss and Frequency Domain Feature.

Xinyang Hu, Haihong E, Jianhua Liu, Tianyi Hu, Xiaodong Qiao, Junpeng Ding, Jiayu Huang

Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024

DDEM: Deepfake Detection Enhanced Model for Image Forgery Detection Combat Academic Misconduct.

Junpeng Ding, Jianhua Liu, Jiayi Shi, Xinyang Hu, Xiaodong Qiao, Haihong E

Proceedings of the 11th International Conference on Behavioural and Social Computing, 2024