Mingfei Han

46 papers A* 9A 1Journal 31Unranked 5
YearRankTypeTitle / Venue / Authors
2026 J jnl
Beyond Dense Futures: World Models as Structured Planners for Robotic Manipulation.
CoRR
Minghao Jin, Mozheng Liao, Mingfei Han, Zhihui Li, Xiaojun Chang
2026 J jnl
GeoSense: Internalizing Geometric Necessity Perception for Multimodal Reasoning.
CoRR
Ruiheng Liu, Haihong Hao, Mingfei Han, Xin Gu, Kecheng Zhang, Changlin Li, Xiaojun Chang
2026 J jnl
Implicit Geometry Representations for Vision-and-Language Navigation from Web Videos.
CoRR
Mingfei Han, Haihong Hao, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev
2026 J jnl
LatentPilot: Scene-Aware Vision-and-Language Navigation by Dreaming Ahead with Latent Visual Reasoning.
CoRR
Haihong Hao, Lei Chen, Mingfei Han, Changlin Li, Dong An, Yuqiang Yang, Zhihui Li, Xiaojun Chang
2026 J jnl
Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation.
IEEE Trans. Pattern Anal. Mach. Intell.
Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang
2026 J jnl
Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos.
CoRR
Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang
2026 J jnl
Order from Chaos: Physical World Understanding from Glitchy Gameplay Videos.
Trans. Mach. Learn. Res.
Meng Cao, Haoran Tang, Haoze Zhao, Mingfei Han, Ruyang Liu, Qiang Sun, Xiaojun Chang, Ian Reid, Xiaodan Liang
2026 J jnl
See, Plan, Rewind: Progress-Aware Vision-Language-Action Models for Robust Robotic Manipulation.
CoRR
Tingjun Dai, Mingfei Han, Tingwen Du, Zhiheng Liu, Zhihui Li, Salman Khan, Jun Yu, Xiaojun Chang
2026 A* conf
Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation.
AAAI
Jinxing Zhou, Yanghao Zhou, Mingfei Han, Tong Wang, Xiaojun Chang, Hisham Cholakkal, Rao Muhammad Anwer
2026 A* conf
Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models.
AAAI
Longtao Jiang, Jie Huang, Mingfei Han, Lei Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li
2025 J jnl
BLAZER: Bootstrapping LLM-based Manipulation Agents with Zero-Shot Data Generation.
CoRR
Rocktim Jyoti Das, Harsh Singh, Diana Turmakhan, Muhammad Abdullah Sohail, Mingfei Han, Preslav Nakov, Fabio Pizzati, Ivan Laptev
2025 J jnl
Beyond Survival: Evaluating LLMs in Social Deduction Games with Human-Aligned Strategies.
CoRR
Zirui Song, Yuan Huang, Junchang Liu, Haozhe Luo, Chenxi Wang, Lang Gao, Zixiang Xu, Mingfei Han, Xiaojun Chang, Xiuying Chen
2025 J jnl
CARE What Fails: Contrastive Anchored-REflection for Verifiable Multimodal.
CoRR
Yongxin Wang, Zhicheng Yang, Meng Cao, Mingfei Han, Haokun Lin, Yingying Zhu, Xiaojun Chang, Xiaodan Liang
2025 J jnl
CoNav: Collaborative Cross-Modal Reasoning for Embodied Navigation.
CoRR
Haihong Hao, Mingfei Han, Changlin Li, Zhihui Li, Xiaojun Chang
2025 J jnl
EvolveNav: Self-Improving Embodied Reasoning for LLM-Based Vision-Language Navigation.
CoRR
Bingqian Lin, Yunshuang Nie, Khun Loun Zai, Ziming Wei, Mingfei Han, Rongtao Xu, Minzhe Niu, Jianhua Han, Liang Lin, Cewu Lu, Xiaodan Liang
2025 A conf
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotic Manipulation.
IROS
Harsh Singh, Rocktim Jyoti Das, Mingfei Han, Preslav Nakov, Ivan Laptev
2025 J jnl
Mettle: Meta-Token Learning for Memory-Efficient Audio-Visual Adaptation.
CoRR
Jinxing Zhou, Zhihui Li, Yongqiang Yu, Yanghao Zhou, Ruohao Guo, Guangyao Li, Yuxin Mao, Mingfei Han, Xiaojun Chang, Meng Wang
2025 J jnl
PhyBlock: A Progressive Benchmark for Physical Understanding and Planning via 3D Block Assembly.
CoRR
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
2025 A* conf
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation.
CVPR
Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev
2025 J jnl
Self-Consistency as a Free Lunch: Reducing Hallucinations in Vision-Language Models via Self-Reflection.
CoRR
Mingfei Han, Haihong Hao, Jinxing Zhou, Zhihui Li, Yuhui Zheng, Xueqing Deng, Linjie Yang, Xiaojun Chang
2025 A* conf
Shot2Story: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.
ICLR
Mingfei Han, Linjie Yang, Xiaojun Chang, Lina Yao, Heng Wang
2025 J jnl
Think Before You Segment: An Object-aware Reasoning Agent for Referring Audio-Visual Segmentation.
CoRR
Jinxing Zhou, Yanghao Zhou, Mingfei Han, Tong Wang, Xiaojun Chang, Hisham Cholakkal, Rao Muhammad Anwer
2025 J jnl
Token Painter: Training-Free Text-Guided Image Inpainting via Mask Autoregressive Models.
CoRR
Longtao Jiang, Mingfei Han, Philip Chen, Yongqiang Yu, Feng Zhao, Xiaojun Chang, Zhihui Li
2024 J jnl
EACO: Enhancing Alignment in Multimodal LLMs via Critical Observation.
CoRR
Yongxin Wang, Meng Cao, Haokun Lin, Mingfei Han, Liang Ma, Jin Jiang, Yuhao Cheng, Xiaodan Liang
2024 A* conf
Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition.
ACM Multimedia
Chengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang
2024 — conf
LongVLM: Efficient Long Video Understanding via Large Language Models.
ECCV (33)
Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang
2024 J jnl
LongVLM: Efficient Long Video Understanding via Large Language Models.
CoRR
Yuetian Weng, Mingfei Han, Haoyu He, Xiaojun Chang, Bohan Zhuang
2024 J jnl
MALMM: Multi-Agent Large Language Models for Zero-Shot Robotics Manipulation.
CoRR
Harsh Singh, Rocktim Jyoti Das, Mingfei Han, Preslav Nakov, Ivan Laptev
2024 J jnl
Progressive Frame-Proposal Mining for Weakly Supervised Video Object Detection.
IEEE Trans. Image Process.
Mingfei Han, Yali Wang, Mingjie Li, Xiaojun Chang, Yi Yang, Yu Qiao
2024 J jnl
RoomTour3D: Geometry-Aware Video-Instruction Tuning for Embodied Navigation.
CoRR
Mingfei Han, Liang Ma, Kamila Zhumakhanova, Ekaterina Radionova, Jingyi Zhang, Xiaojun Chang, Xiaodan Liang, Ivan Laptev
2024 J jnl
StoryAgent: Customized Storytelling Video Generation via Multi-Agent Collaboration.
CoRR
Panwen Hu, Jin Jiang, Jianqi Chen, Mingfei Han, Shengcai Liao, Xiaojun Chang, Xiaodan Liang
2024 A* conf
Video Recognition in Portrait Mode.
CVPR
Mingfei Han, Linjie Yang, Xiaojie Jin, Jiashi Feng, Xiaojun Chang, Heng Wang
2023 J jnl
Generating Action-conditioned Prompts for Open-vocabulary Video Action Recognition.
CoRR
Chengyou Jia, Minnan Luo, Xiaojun Chang, Zhuohang Dang, Mingfei Han, Mengmeng Wang, Guang Dai, Sizhe Dang, Jingdong Wang
2023 A* conf
HTML: Hybrid Temporal-scale Multimodal Learning Framework for Referring Video Object Segmentation.
ICCV
Mingfei Han, Yali Wang, Zhihui Li, Lina Yao, Xiaojun Chang, Yu Qiao
2023 A* conf
Mask Propagation for Efficient Video Semantic Segmentation.
NeurIPS
Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang
2023 J jnl
Mask Propagation for Efficient Video Semantic Segmentation.
CoRR
Yuetian Weng, Mingfei Han, Haoyu He, Mingjie Li, Lina Yao, Xiaojun Chang, Bohan Zhuang
2023 J jnl
Shot2Story20K: A New Benchmark for Comprehensive Understanding of Multi-shot Videos.
CoRR
Mingfei Han, Linjie Yang, Xiaojun Chang, Heng Wang
2023 J jnl
Video Recognition in Portrait Mode.
CoRR
Mingfei Han, Linjie Yang, Xiaojie Jin, Jiashi Feng, Xiaojun Chang, Heng Wang
2022 — conf
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection.
ECCV (34)
Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang
2022 J jnl
An Efficient Spatio-Temporal Pyramid Transformer for Action Detection.
CoRR
Yuetian Weng, Zizheng Pan, Mingfei Han, Xiaojun Chang, Bohan Zhuang
2022 A* conf
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition.
CVPR
Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao
2022 J jnl
Dual-AI: Dual-path Actor Interaction Learning for Group Activity Recognition.
CoRR
Mingfei Han, David Junhao Zhang, Yali Wang, Rui Yan, Lina Yao, Xiaojun Chang, Yu Qiao
2020 — conf
Mining Inter-Video Proposal Relations for Video Object Detection.
ECCV (21)
Mingfei Han, Yali Wang, Xiaojun Chang, Yu Qiao
2020 J jnl
Object Tracking in Satellite Videos by Improved Correlation Filters With Motion Estimations.
IEEE Trans. Geosci. Remote. Sens.
Shiyu Xuan, Shengyang Li, Mingfei Han, Xue Wan, Gui-Song Xia
2019 — conf
MMVG-INF-Etrol@TRECVID 2019: Activities in Extended Video.
TRECVID
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
2019 — conf
The Multi-task Fully Convolutional Siamese Network with Correlation Filter Layer for Real-Time Visual Tracking.
PRCV (1)
Shiyu Xuan, Shengyang Li, Zifei Zhao, Mingfei Han