Jiaxin Ai

According to our database, Jiaxin Ai authored at least 31 papers between 2022 and 2026.

Collaborative distances:

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

2026

IDRetracor: Towards Visual Forensics against Malicious Face Swapping.

Jikang Cheng, Jiaxin Ai, Zhen Han, Chao Liang, Qin Zou, Zhongyuan Wang

ACM Trans. Multim. Comput. Commun. Appl., February, 2026

LongCLI-Bench: A Preliminary Benchmark and Study for Long-horizon Agentic Programming in Command-Line Interfaces.

Yukang Feng, Jianwen Sun, Zelai Yang, Jiaxin Ai, Chuanhao Li, Zizhen Li, Fanrui Zhang, Kang He, Rui Ma, Jifan Lin, Jie Sun, Yang Xiao, Sizhuo Zhou, Wenxiao Wu, Yiming Liu, Pengfei Liu, Yu Qiao, Shenglin Zhang, Kaipeng Zhang

CoRR, February, 2026

World Craft: Agentic Framework to Create Visualizable Worlds via Text.

Jianwen Sun, Yukang Feng, Kaining Ying, Chuanhao Li, Zizhen Li, Fanrui Zhang, Jiaxin Ai, Yifan Chang, Yu Dai, Yifei Huang, Kaipeng Zhang

CoRR, January, 2026

ProSoftArena: Benchmarking Hierarchical Capabilities of Multimodal Agents in Professional Software Environments.

Jiaxin Ai, Yukang Feng, Fanrui Zhang, Jianwen Sun, Zizhen Li, Chuanhao Li, Yifan Chang, Wenxiao Wu, Ruoxi Wang, Mingliang Zhai, Kaipeng Zhang

CoRR, January, 2026

IEBench: Benchmarking Unlearning Identity-Event Entangled Concepts for MLLM-Based Systems in Agentic Edge Networks.

Zhaopan Xu, Pengfei Zhou, Weidong Tang, Jiaxin Ai, Wangbo Zhao, Kai Wang, Wenqi Shao, Xiaojiang Peng, Sicheng Zhao, Hongxun Yao, Kaipeng Zhang

IEEE Trans. Netw. Sci. Eng., 2026

Navigating Truth in Multimodal Fact-checking via Retrieval- and Reasoning-Enhanced Large Language Models.

Fanrui Zhang, Qiang Zhang, Jianwen Sun, Chuanhao Li, Jiaxin Ai, Yukang Feng, Zizhen Li, Kaipeng Zhang, Jiawei Liu, Zheng-Jun Zha

Proceedings of the ACM Web Conference 2026, 2026

MeepleLM: A Virtual Playtester Simulating Diverse Subjective Experiences.

Zizhen Li, Chuanhao Li, Yibin Wang, Jianwen Sun, Yukang Feng, Jiaxin Ai, Fanrui Zhang, Mingzhu Sun, Yifei Huang, Kaipeng Zhang

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

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models.

Pengfei Zhou, Xiaopeng Peng, Fanrui Zhang, Zhaopan Xu, Jiaxin Ai, Yansheng Qiu, Wangbo Zhao, Jiajun Song, Chuanhao Li, Weidong Tang, Zhen Li, Haoquan Zhang, Zizhen Li, Xiaofeng Mao, Yukang Feng, Jianwen Sun, Kai Wang, Xiaojun Chang, Wenqi Shao, Yang You, Kaipeng Zhang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Code-in-the-Loop Forensics: Agentic Tool Use for Image Forgery Detection.

Fanrui Zhang, Qiang Zhang, Sizhuo Zhou, Jianwen Sun, Chuanhao Li, Jiaxin Ai, Yukang Feng, Yujie Zhang, Wenjie Li, Zizhen Li, Yifan Chang, Jiawei Liu, Kaipeng Zhang

CoRR, December, 2025

From Pixels to Paths: A Multi-Agent Framework for Editable Scientific Illustration.

Jianwen Sun, Fanrui Zhang, Yukang Feng, Chuanhao Li, Zizhen Li, Jiaxin Ai, Yifan Chang, Yu Dai, Kaipeng Zhang

CoRR, October, 2025

Dialogue as Discovery: Navigating Human Intent Through Principled Inquiry.

Jianwen Sun, Yukang Feng, Yifan Chang, Chuanhao Li, Zizhen Li, Jiaxin Ai, Fanrui Zhang, Yu Dai, Kaipeng Zhang

CoRR, October, 2025

MDK12-Bench: A Comprehensive Evaluation of Multimodal Large Language Models on Multidisciplinary Exams.

Pengfei Zhou, Xiaopeng Peng, Fanrui Zhang, Zhaopan Xu, Jiaxin Ai, Yansheng Qiu, Chuanhao Li, Zhen Li, Ming Li, Yukang Feng, Jianwen Sun, Haoquan Zhang, Zizhen Li, Xiaofeng Mao, Zekai Li, Wangbo Zhao, Kai Wang, Xiaojun Chang, Wenqi Shao, Yang You, Kaipeng Zhang

CoRR, August, 2025

Sekai: A Video Dataset towards World Exploration.

Zhen Li, Chuanhao Li, Xiaofeng Mao, Shaoheng Lin, Ming Li, Shitian Zhao, Zhaopan Xu, Xinyue Li, Yukang Feng, Jianwen Sun, Zizhen Li, Fanrui Zhang, Jiaxin Ai, Zhixiang Wang, Yuwei Wu, Tong He, Jiangmiao Pang, Yu Qiao, Yunde Jia, Kaipeng Zhang

CoRR, June, 2025

A High-Quality Dataset and Reliable Evaluation for Interleaved Image-Text Generation.

Yukang Feng, Jianwen Sun, Chuanhao Li, Zizhen Li, Jiaxin Ai, Fanrui Zhang, Yifan Chang, Shaohua Kevin Zhou, Shenglin Zhang, Yu Dai, Kaipeng Zhang

CoRR, June, 2025

SridBench: Benchmark of Scientific Research Illustration Drawing of Image Generation Model.

Yifan Chang, Yukang Feng, Jianwen Sun, Jiaxin Ai, Chuanhao Li, S. Kevin Zhou, Kaipeng Zhang

CoRR, May, 2025

MDK12-Bench: A Multi-Discipline Benchmark for Evaluating Reasoning in Multimodal Large Language Models.

Pengfei Zhou, Fanrui Zhang, Xiaopeng Peng, Zhaopan Xu, Jiaxin Ai, Yansheng Qiu, Chuanhao Li, Zhen Li, Ming Li, Yukang Feng, Jianwen Sun, Haoquan Zhang, Zizhen Li, Xiaofeng Mao, Wangbo Zhao, Kai Wang, Xiaojun Chang, Wenqi Shao, Yang You, Kaipeng Zhang

CoRR, April, 2025

PEBench: A Fictitious Dataset to Benchmark Machine Unlearning for Multimodal Large Language Models.

Zhaopan Xu, Pengfei Zhou, Weidong Tang, Jiaxin Ai, Wangbo Zhao, Xiaojiang Peng, Kai Wang, Yang You, Wenqi Shao, Hongxun Yao, Kaipeng Zhang

CoRR, March, 2025

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification.

Zhaopan Xu, Pengfei Zhou, Jiaxin Ai, Wangbo Zhao, Kai Wang, Xiaojiang Peng, Wenqi Shao, Hongxun Yao, Kaipeng Zhang

CoRR, March, 2025

ARMOR v0.1: Empowering Autoregressive Multimodal Understanding Model with Interleaved Multimodal Generation via Asymmetric Synergy.

Jianwen Sun, Yukang Feng, Chuanhao Li, Fanrui Zhang, Zizhen Li, Jiaxin Ai, Sizhuo Zhou, Yu Dai, Shenglin Zhang, Kaipeng Zhang

CoRR, March, 2025

Luminance decomposition and reconstruction for high dynamic range Video Quality Assessment.

Jifan Yang, Zhongyuan Wang, Baojin Huang, Jiaxin Ai, Yuhong Yang, Jing Xiao, Zixiang Xiong

Pattern Recognit., 2025

ProJudge: A Multi-Modal Multi-Discipline Benchmark and Instruction-Tuning Dataset for Mllm-Based Process Judges.

Jiaxin Ai, Pengfei Zhou, Zhaopan Xu, Ming Li, Fanrui Zhang, Zizhen Li, Jianwen Sun, Yukang Feng, Baojin Huang, Zhongyuan Wang, Kaipeng Zhang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2025

InMind: Evaluating LLMs in Capturing and Applying Individual Human Reasoning Styles.

Zizhen Li, Chuanhao Li, Yibin Wang, Qi Chen, Diping Song, Yukang Feng, Jianwen Sun, Jiaxin Ai, Fanrui Zhang, Mingzhu Sun, Kaipeng Zhang

Proceedings of the 2025 Conference on Empirical Methods in Natural Language Processing, 2025

Stacking Brick by Brick: Aligned Feature Isolation for Incremental Face Forgery Detection.

Jikang Cheng, Zhiyuan Yan, Ying Zhang, Li Hao, Jiaxin Ai, Qin Zou, Chen Li, Zhongyuan Wang

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

MPBench: A Comprehensive Multimodal Reasoning Benchmark for Process Errors Identification.

Xu Zhao Pan, Pengfei Zhou, Jiaxin Ai, Wangbo Zhao, Kai Wang, Xiaojiang Peng, Wenqi Shao, Hongxun Yao, Kaipeng Zhang

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

2024

Joint Distortion Restoration and Quality Feature Learning for No-reference Image Quality Assessment.

Jifan Yang, Zhongyuan Wang, Baojin Huang, Jiaxin Ai, Yuhong Yang, Zixiang Xiong

ACM Trans. Multim. Comput. Commun. Appl., July, 2024

IDRetracor: Towards Visual Forensics Against Malicious Face Swapping.

Jikang Cheng, Jiaxin Ai, Zhen Han, Chao Liang, Qin Zou, Zhongyuan Wang, Qian Wang

CoRR, 2024

STA: Enhancing Spatio-temporal Crowd Flow Prediction Using Attention-based Deep Learning and Feature Similarity.

Xiujuan Xu, RenJie Liu, Jiaxin Ai, Yu Liu, Xiaowei Zhao

Proceedings of the Advanced Data Mining and Applications - 20th International Conference, 2024

2023

DeepReversion: Reversely Inferring the Original Face from the DeepFake Face.

Jiaxin Ai, Zhongyuan Wang, Baojin Huang, Zhen Han

Proceedings of the International Joint Conference on Neural Networks, 2023

Deepfake Face Provenance for Proactive Forensics.

Jiaxin Ai, Zhongyuan Wang, Baojin Huang, Zhen Han, Qin Zou

Proceedings of the IEEE International Conference on Image Processing, 2023

Implicit Identity Driven Deepfake Face Swapping Detection.

Baojin Huang, Zhongyuan Wang, Jifan Yang, Jiaxin Ai, Qin Zou, Qian Wang, Dengpan Ye

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2023

2022

Deepfake Face Traceability with Disentangling Reversing Network.

Jiaxin Ai, Zhongyuan Wang, Baojin Huang, Zhen Han

CoRR, 2022