Minghe Gao

According to our database, Minghe Gao authored at least 29 papers between 2018 and 2026.

Collaborative distances:

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

2026

Momentor++: Advancing Video Large Language Models With Fine-Grained Long Video Reasoning.

Juncheng Li, Minghe Gao, Xiangnan He, Siliang Tang, Wei-Shi Zheng, Jun Xiao, Meng Wang, Tat-Seng Chua, Yueting Zhuang

IEEE Trans. Pattern Anal. Mach. Intell., June, 2026

Structure-Induced Gradient Regulation for Generalizable Vision-Language Models.

Juncheng Li, Minghe Gao, Siliang Tang, Longhui Wei, Jun Xiao, Fei Wu, Richang Hong, Meng Wang, Qi Tian

IEEE Trans. Pattern Anal. Mach. Intell., January, 2026

DMID-ESD: A Benchmark Darkfield Microscopy Image Dataset for Erythrocytes and Spirochaete Detection and Classification.

Guotao Lu, Zizhen Fan, Minghe Gao, Jing Chen, Qingtao Meng, Hechen Yang, Hongzan Sun, Tao Jiang, Yudong Yao, Marcin Grzegorzek, Chen Li

Biomed. Signal Process. Control., 2026

AgentGym2: Benchmarking Large Language Model Agents in De-Idealized Real-World Environments.

Zhiheng Xi, Dingwen Yang, Jiaqi Liu, Jixuan Huang, Honglin Guo, Baodai Huang, Tinggang Chen, Qi Zhang, Zhonghang Lu, Chenyu Liu, Jiajun Sun, Jiazheng Zhang, Dingwei Zhu, Xin Guo, Junzhe Wang, Zhihao Zhang, Yuming Yang, Junjie Ye, Minghe Gao, Dongrui Liu, Jiaming Ji, Guohao Li, Tao Gui, Xuanjing Huang

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

2025

Arcadia: Toward a Full-Lifecycle Framework for Embodied Lifelong Learning.

Minghe Gao, Juncheng Li, Yuze Lin, Xuqi Liu, Jiaming Ji, Xiaoran Pan, Zihan Xu, Xian Li, Mingjie Li, Wei Ji, Rong Wei, Rui Tang, Qizhou Wang, Kai Shen, Jun Xiao, Qi Wu, Siliang Tang, Yueting Zhuang

CoRR, December, 2025

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities.

Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Yunfei Li, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang

CoRR, June, 2025

Counterfactual Evolution of Multimodal Datasets via Visual Programming.

Minghe Gao, Zhongqi Yue, Wenjie Yan, Yihao Hu, Wei Ji, Siliang Tang, Jun Xiao, Tat-Seng Chua, Yueting Zhuang, Juncheng Li

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

Boosting Virtual Agent Learning and Reasoning: A Step-Wise, Multi-Dimensional, and Generalist Reward Model with Benchmark.

Bingchen Miao, Yang Wu, Minghe Gao, Qifan Yu, Wendong Bu, Wenqiao Zhang, Yunfei Li, Siliang Tang, Tat-Seng Chua, Juncheng Li

Proceedings of the Forty-second International Conference on Machine Learning, 2025

What Limits Virtual Agent Application? OmniBench: A Scalable Multi-Dimensional Benchmark for Essential Virtual Agent Capabilities.

Wendong Bu, Yang Wu, Qifan Yu, Minghe Gao, Bingchen Miao, Zhenkui Zhang, Kaihang Pan, Liyunfei, Mengze Li, Wei Ji, Juncheng Li, Siliang Tang, Yueting Zhuang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

On Path to Multimodal Generalist: General-Level and General-Bench.

Hao Fei, Yuan Zhou, Juncheng Li, Xiangtai Li, Qingshan Xu, Bobo Li, Shengqiong Wu, Yaoting Wang, Junbao Zhou, Jiahao Meng, Qingyu Shi, Zhiyuan Zhou, Liangtao Shi, Minghe Gao, Daoan Zhang, Zhiqi Ge, Siliang Tang, Kaihang Pan, Yaobo Ye, Haobo Yuan, Tao Zhang, Weiming Wu, Tianjie Ju, Zixiang Meng, Shilin Xu, Liyu Jia, Wentao Hu, Meng Luo, Jiebo Luo, Tat-Seng Chua, Shuicheng Yan, Hanwang Zhang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

Iris: Breaking GUI Complexity with Adaptive Focus and Self-Refining.

Zhiqi Ge, Juncheng Li, Xinglei Pang, Minghe Gao, Kaihang Pan, Wang Lin, Hao Fei, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

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

Benchmarking Multimodal CoT Reward Model Stepwise by Visual Program.

Minghe Gao, Xuqi Liu, Zhongqi Yue, Yang Wu, Shuang Chen, Juncheng Li, Siliang Tang, Fei Wu, Tat-Seng Chua, Yueting Zhuang

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

STEP: Enhancing Video-LLMs' Compositional Reasoning by Spatio-Temporal Graph-guided Self-Training.

Haiyi Qiu, Minghe Gao, Long Qian, Kaihang Pan, Qifan Yu, Juncheng Li, Wenjie Wang, Siliang Tang, Yueting Zhuang, Tat-Seng Chua

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

2024

Generalist Virtual Agents: A Survey on Autonomous Agents Across Digital Platforms.

Minghe Gao, Wendong Bu, Bingchen Miao, Yang Wu, Yunfei Li, Juncheng Li, Siliang Tang, Qi Wu, Yueting Zhuang, Meng Wang

CoRR, 2024

Fact : Teaching MLLMs with Faithful, Concise and Transferable Rationales.

Minghe Gao, Shuang Chen, Liang Pang, Yuan Yao, Jisheng Dang, Wenqiao Zhang, Juncheng Li, Siliang Tang, Yueting Zhuang, Tat-Seng Chua

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback.

Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Zheqi Lv, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

Proceedings of the 32nd ACM International Conference on Multimedia, MM 2024, Melbourne, VIC, Australia, 28 October 2024, 2024

Fine-tuning Multimodal LLMs to Follow Zero-shot Demonstrative Instructions.

Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Hanwang Zhang, Yueting Zhuang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

An Extended Few-Shot Learning-Based Approach for Histopathological Image Classification of Pan-Cancer in the Digestive System.

Rui Li, Md Mamunur Rahaman, Xiaoyan Li, Hongzan Sun, Jinzhu Yang, Minghe Gao, Marcin Grzegorzek, Tao Jiang, Xinyu Huang, Chen Li

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

2023

A comprehensive survey of intestine histopathological image analysis using machine vision approaches.

Yujie Jing, Chen Li, Tianming Du, Tao Jiang, Hongzan Sun, Jinzhu Yang, Liyu Shi, Minghe Gao, Marcin Grzegorzek, Xiaoyan Li

Comput. Biol. Medicine, October, 2023

De-fine: Decomposing and Refining Visual Programs with Auto-Feedback.

Minghe Gao, Juncheng Li, Hao Fei, Liang Pang, Wei Ji, Guoming Wang, Wenqiao Zhang, Siliang Tang, Yueting Zhuang

CoRR, 2023

Empowering Vision-Language Models to Follow Interleaved Vision-Language Instructions.

Juncheng Li, Kaihang Pan, Zhiqi Ge, Minghe Gao, Hanwang Zhang, Wei Ji, Wenqiao Zhang, Tat-Seng Chua, Siliang Tang, Yueting Zhuang

CoRR, 2023

Gradient-Regulated Meta-Prompt Learning for Generalizable Vision-Language Models.

Juncheng Li, Minghe Gao, Longhui Wei, Siliang Tang, Wenqiao Zhang, Mengze Li, Wei Ji, Qi Tian, Tat-Seng Chua, Yueting Zhuang

Proceedings of the IEEE/CVF International Conference on Computer Vision, 2023

Predicting PD-L1 status of esophageal cancer from H&E images based on FusedNet model.

Minghe Gao, Chen Li, Jingyu Zhang, Haoyuan Chen, Weiming Hu, Hechen Yang, Liyu Shi, Yujie Jing, Shuaiyi Tian, Hongzan Sun, Marcin Grzegorzek, Xiaoyan Li

Proceedings of the IEEE International Conference on Big Data, 2023

2022

EBHI-Seg: A Novel Enteroscope Biopsy Histopathological Haematoxylin and Eosin Image Dataset for Image Segmentation Tasks.

Liyu Shi, Xiaoyan Li, Weiming Hu, Haoyuan Chen, Jing Chen, Zizhen Fan, Minghe Gao, Yujie Jing, Guotao Lu, Deguo Ma, Zhiyu Ma, Qingtao Meng, Dechao Tang, Hongzan Sun, Marcin Grzegorzek, Shouliang Qi, Yueyang Teng, Chen Li

CoRR, 2022

2019

Extracting geographic features from the Internet: A geographic information mining framework.

Ying Zhang, Qunfei Ma, Yao-Yi Chiang, Craig A. Knoblock, Xin Zhang, Puhai Yang, Minghe Gao, Xiang Hu

Knowl. Based Syst., 2019

A Predictive Data Feature Exploration-Based Air Quality Prediction Approach.

Ying Zhang, Yanhao Wang, Minghe Gao, Qunfei Ma, Jing Zhao, Rongrong Zhang, Qingqing Wang, Linyan Huang

IEEE Access, 2019

2018

An Improved Electronic Image Motion Compensation (IMC) Method of Aerial Full-Frame-Type Area Array CCD Camera Based on the CCD Multiphase Structure and Hardware Implementation.

Hang Ren, Taotao Hu, YuLong Song, Hui Sun, Bochao Liu, Minghe Gao

Sensors, 2018

An Automatic Approach to Extracting Geographic Information From Internet.

Ying Zhang, Minghe Gao, Xin Zhang, Puhai Yang, Qunfei Ma, Cheng Wang, Hui He, Xiang Hu

IEEE Access, 2018

Integrated Route and Charging Planning for Electric Vehicles Considering Nonlinear Charging Functions.

Ying Zhang, Qunfei Ma, Xin Zhang, Minghe Gao, Puhai Yang, Hui He, Xiang Hu, Baltabay Aliya

Proceedings of the 22nd IEEE International Conference on Computer Supported Cooperative Work in Design, 2018