Mingfei Han

According to our database, Mingfei Han authored at least 39 papers between 2019 and 2026.

Collaborative distances:

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

2026

SELongVLM: Empowering Long Video Language Models With Self-Corrective Clip Selection.

Kecheng Zhang, Zongxin Yang, Mingfei Han, Yunzhi Zhuge, Haihong Hao, Changlin Li, Zhihui Li, Xiaojun Chang

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

Mitigating Data Redundancy to Revitalize Transformer-Based Long-Term Time Series Forecasting System.

Mingjie Li, Rui Liu, Guangsi Shi, Mingfei Han, Changlin Li, Lina Yao, Xiaojun Chang, Ling Chen

ACM Trans. Intell. Syst. Technol., June, 2026

Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation.

Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang

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

Progressive Online Video Understanding with Evidence-Aligned Timing and Transparent Decisions.

Kecheng Zhang, Zongxin Yang, Mingfei Han, Haihong Hao, Yunzhi Zhuge, Changlin Li, Junhan Zhao, Zhihui Li, Xiaojun Chang

CoRR, April, 2026

LatentPilot: Scene-Aware Vision-and-Language Navigation by Dreaming Ahead with Latent Visual Reasoning.

Haihong Hao, Lei Chen, Mingfei Han, Changlin Li, Dong An, Yuqiang Yang, Zhihui Li, Xiaojun Chang

CoRR, March, 2026

Beyond Dense Futures: World Models as Structured Planners for Robotic Manipulation.

Minghao Jin, Mozheng Liao, Mingfei Han, Zhihui Li, Xiaojun Chang

CoRR, March, 2026

GeoSense: Internalizing Geometric Necessity Perception for Multimodal Reasoning.

Ruiheng Liu, Haihong Hao, Mingfei Han, Xin Gu, Kecheng Zhang, Changlin Li, Xiaojun Chang

CoRR, March, 2026

See, Plan, Rewind: Progress-Aware Vision-Language-Action Models for Robust Robotic Manipulation.

Tingjun Dai, Mingfei Han, Tingwen Du, Zhiheng Liu, Zhihui Li, Salman Khan, Jun Yu, Xiaojun Chang

CoRR, March, 2026

Implicit Geometry Representations for Vision-and-Language Navigation from Web Videos.

Mingfei Han, Haihong Hao, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev

CoRR, March, 2026

Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos.

Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang

Trans. Mach. Learn. Res., 2026

Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation.

Jinxing Zhou, Yanghao Zhou, Mingfei Han, Tong Wang, Xiaojun Chang, Hisham Cholakkal, Rao Muhammad Anwer

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models.

Longtao Jiang, Jie Huang, Mingfei Han, Lei Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal.

Yongxin Wang, Zhicheng Yang, Meng Cao, Mingfei Han, Haokun Lin, Yingying Zhu, Xiaojun Chang, Xiaodan Liang

CoRR, December, 2025

Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies.

Zirui Song, Yuan Huang, Junchang Liu, Haozhe Luo, Chenxi Wang, Lang Gao, Zixiang Xu, Mingfei Han, Xiaojun Chang, Xiuying Chen

CoRR, October, 2025

BLAZER: Bootstrapping LLM-based Manipulation Agents with Zero-Shot Data Generation.

Rocktim Jyoti Das, Harsh Singh, Diana Turmakhan, Muhammad Abdullah Sohail, Mingfei Han, Preslav Nakov, Fabio Pizzati, Ivan Laptev

CoRR, October, 2025

Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models.

Longtao Jiang, Mingfei Han, Philip Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li

CoRR, September, 2025

Self-Consistency as a Free Lunch: Reducing Hallucinations in Vision-Language Models via Self-Reflection.

Mingfei Han, Haihong Hao, Jinxing Zhou, Zhihui Li, Yuhui Zheng, Xueqing Deng, Linjie Yang, Xiaojun Chang

CoRR, September, 2025

EvolveNav: Self-Improving Embodied Reasoning for LLM-Based Vision-Language Navigation.

Bingqian Lin, Yunshuang Nie, Khun Loun Zai, Ziming Wei, Mingfei Han, Rongtao Xu, Minzhe Niu, Jianhua Han, Liang Lin, Cewu Lu, Xiaodan Liang

CoRR, June, 2025

CoNav: Collaborative Cross-Modal Reasoning for Embodied Navigation.

Haihong Hao, Mingfei Han, Changlin Li, Zhihui Li, Xiaojun Chang

CoRR, May, 2025

PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly.

Liang Ma, Jiajun Wen, Min Lin, Rongtao Xu, Xiwen Liang, Bingqian Lin, Jun Ma, Yongxin Wang, Ziming Wei, Haokun Lin, Mingfei Han, Meng Cao, Bokui Chen, Ivan Laptev, Xiaodan Liang

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

MALMM: Multi-Agent Large Language Models for Zero-Shot Robotic Manipulation.

Harsh Singh, Rocktim Jyoti Das, Mingfei Han, Preslav Nakov, Ivan Laptev

Proceedings of the IEEE/RSJ International Conference on Intelligent Robots and Systems, 2025

Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.

Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation.

Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev

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

2024

Progressive Frame-Proposal Mining for Weakly Supervised Video Object Detection.

Mingfei Han, Yali Wang, Mingjie Li, Xiaojun Chang, Yi Yang, Yu Qiao

IEEE Trans. Image Process., 2024

EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation.

Yongxin Wang, Meng Cao, Haokun Lin, Mingfei Han, Liang Ma, Jin Jiang, Yuhao Cheng, Xiaodan Liang

CoRR, 2024

MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation.

Harsh Singh, Rocktim Jyoti Das, Mingfei Han, Preslav Nakov, Ivan Laptev

CoRR, 2024

StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration.

Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang

CoRR, 2024

Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition.

Chengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang

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

LongVLM: Efficient Long Video Understanding via Large Language Models.

Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2024, 2024

Video Recognition in Portrait Mode.

Mingfei Han, Linjie Yang, Xiaojie Jin, Jiashi Feng, Xiaojun Chang, Heng Wang

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2024

2023

Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.

Mingfei Han, Linjie Yang, Xiaojun Chang, Heng Wang

CoRR, 2023

Mask Propagation for Efficient Video Semantic Segmentation.

Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation.

Mingfei Han, Yali Wang, Zhihui Li, Lina Yao, Xiaojun Chang, Yu Qiao

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

2022

An Efficient Spatio-Temporal Pyramid Transformer for Action Detection.

Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang

Proceedings of the Computer Vision - ECCV 2022, 2022

Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition.

Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2022

2020

Object Tracking in Satellite Videos by Improved Correlation Filters With Motion Estimations.

Shiyu Xuan, Shengyang Li, Mingfei Han, Xue Wan, Gui-Song Xia

IEEE Trans. Geosci. Remote. Sens., 2020

Mining Inter-Video Proposal Relations for Video Object Detection.

Mingfei Han, Yali Wang, Xiaojun Chang, Yu Qiao

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video.

Xiaojun Chang, Wenhe Liu, Po-Yao Huang, Changlin Li, Fengda Zhu, Mingfei Han, Mingjie Li, Mengyuan Ma, Siyi Hu, Guoliang Kang, Junwei Liang, Liangke Gui, Lijun Yu, Yijun Qian, Jing Wen, Alexander G. Hauptmann

Proceedings of the 2019 TREC Video Retrieval Evaluation, 2019

The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-Time Visual Tracking.

Shiyu Xuan, Shengyang Li, Zifei Zhao, Mingfei Han

Proceedings of the Pattern Recognition and Computer Vision - Second Chinese Conference, 2019