Meng Cao

According to our database, Meng Cao authored at least 64 papers between 2019 and 2026.

Collaborative distances:

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

2026

A1: A Fully Transparent Open-Source, Adaptive and Efficient Truncated Vision-Language-Action Model.

Kaidong Zhang, Jian Zhang, Rongtao Xu, Yu Sun, Shuoshuo Xue, Youpeng Wen, Xiaoyu Guo, Minghao Guo, Weijia Liufu, Liu Zihou, Kangyi Ji, Yangsong Zhang, Jiarun Zhu, Jingzhi Liu, Zihang Li, Ruiyi Chen, Meng Cao, Jingming Zhang, Shen Zhao, Xiaojun Chang, Feng Zheng, Ivan Laptev, Xiaodan Liang

CoRR, April, 2026

ManipArena: Comprehensive Real-world Evaluation of Reasoning-Oriented Generalist Robot Manipulation.

Yu Sun, Meng Cao, Ping Yang, Rongtao Xu, Yunxiao Yan, Runze Xu, Liang Ma, Roy Gan, Andy Zhai, Qingxuan Chen, Zunnan Xu, Hao Wang, Jincheng Yu, Lucy Liang, Qian Wang, Ivan Laptev, Ian Reid, Xiaodan Liang

CoRR, March, 2026

COLT: Enhancing Video Large Language Models with Continual Tool Usage.

Yuyang Liu, Meng Cao, Xinyuan Shi, Xiaodan Liang

Trans. Mach. Learn. Res., 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

Video Spatial Reasoning with Object-Centric 3D Rollout.

Haoran Tang, Meng Cao, Ruyang Liu, Xiaoxi Liang, Linglong Li, Ge Li, Xiaodan Liang

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Bring Your Dreams to Life: Continual Text-to-Video Customization.

Jiahua Dong, Xudong Wang, Wenqi Liang, Zongyan Han, Meng Cao, Duzhen Zhang, Hanbin Zhao, Zhi Han, Salman Khan, Fahad Shahbaz Khan

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models.

Meng Cao, Pengfei Hu, Yingyao Wang, Jihao Gu, Haoran Tang, Haoze Zhao, Chen Wang, Jiahua Dong, Wangbo Yu, Ge Zhang, Xiang Li, Ian Reid, Xiaodan Liang

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

GLaD: Geometric Latent Distillation for Vision-Language-Action Models.

Minghao Guo, Meng Cao, Jiachen Tao, Rongtao Xu, Yan Yan, Xiaodan Liang, Ivan Laptev, Xiaojun Chang

CoRR, December, 2025

SpatialDreamer: Incentivizing Spatial Reasoning via Active Mental Imagery.

Meng Cao, Xingyu Li, Xue Liu, Ian Reid, Xiaodan Liang

CoRR, December, 2025

Seeing through Imagination: Learning Scene Geometry via Implicit Spatial World Modeling.

Meng Cao, Haokun Lin, Haoyuan Li, Haoran Tang, Rongtao Xu, Dong An, Xue Liu, Ian Reid, Xiaodan Liang

CoRR, December, 2025

Thinking with Drafts: Speculative Temporal Reasoning for Efficient Long Video Understanding.

Pengfei Hu, Meng Cao, Yingyao Wang, Yi Wang, Jiahua Dong, Jun Song, Yu Cheng, Bo Zheng, Xiaodan Liang

CoRR, December, 2025

C2-Evo: Co-Evolving Multimodal Data and Model for Self-Improving Reasoning.

Xiuwei Chen, Wentao Hu, Hanhui Li, Jun Zhou, Zisheng Chen, Meng Cao, Yihan Zeng, Kui Zhang, Yu-Jie Yuan, Jianhua Han, Hang Xu, Xiaodan Liang

CoRR, July, 2025

ScaleLong: A Multi-Timescale Benchmark for Long Video Understanding.

David Ma, Huaqing Yuan, Xingjian Wang, Qianbo Zang, Tianci Liu, Xinyang He, Yanbin Wei, Jiawei Guo, Ni Jiahui, Zhenzhu Yang, Meng Cao, Shanghaoran Quan, Yizhi Li, Wangchunshu Zhou, Jiaheng Liu, Wenhao Huang, Ge Zhang, Shiwen Ni, Xiaojie Jin

CoRR, May, 2025

Ground-R1: Incentivizing Grounded Visual Reasoning via Reinforcement Learning.

Meng Cao, Haoze Zhao, Can Zhang, Xiaojun Chang, Ian Reid, Xiaodan Liang

CoRR, May, 2025

Cross-Modal Conditioned Reconstruction for Language-Guided Medical Image Segmentation.

Xiaoshuang Huang, Hongxiang Li, Meng Cao, Long Chen, Chenyu You, Dong An

IEEE Trans. Medical Imaging, April, 2025

BrowseComp-ZH: Benchmarking Web Browsing Ability of Large Language Models in Chinese.

Peilin Zhou, Bruce Leon, Xiang Ying, Can Zhang, Yifan Shao, Qichen Ye, Dading Chong, Zhiling Jin, Chenxuan Xie, Meng Cao, Yuxin Gu, Sixin Hong, Jing Ren, Jian Chen, Chao Liu, Yining Hua

CoRR, April, 2025

IV-Bench: A Benchmark for Image-Grounded Video Perception and Reasoning in Multimodal LLMs.

David Ma, Yuanxing Zhang, Jincheng Ren, Jarvis Guo, Yifan Yao, Zhenlin Wei, Zhenzhu Yang, Zhongyuan Peng, Boyu Feng, Jun Ma, Xiao Gu, Zhoufutu Wen, King Zhu, Yancheng He, Meng Cao, Shiwen Ni, Jiaheng Liu, Wenhao Huang, Ge Zhang, Xiaojie Jin

CoRR, April, 2025

A0: An Affordance-Aware Hierarchical Model for General Robotic Manipulation.

Rongtao Xu, Jian Zhang, Minghao Guo, Youpeng Wen, Haoting Yang, Min Lin, Jianzheng Huang, Zhe Li, Kaidong Zhang, Liqiong Wang, Yuxuan Kuang, Meng Cao, Feng Zheng, Xiaodan Liang

CoRR, April, 2025

Video SimpleQA: Towards Factuality Evaluation in Large Video Language Models.

Meng Cao, Pengfei Hu, Yingyao Wang, Jihao Gu, Haoran Tang, Haoze Zhao, Jiahua Dong, Wangbo Yu, Ge Zhang, Ian Reid, Xiaodan Liang

CoRR, March, 2025

TransMamba: Fast Universal Architecture Adaption from Transformers to Mamba.

Xiuwei Chen, Sihao Lin, Xiao Dong, Zisheng Chen, Meng Cao, Jianhua Han, Hang Xu, Xiaodan Liang

CoRR, February, 2025

ChineseSimpleVQA - "See the World, Discover Knowledge": A Chinese Factuality Evaluation for Large Vision Language Models.

Jihao Gu, Yingyao Wang, Pi Bu, Chen Wang, Ziming Wang, Tengtao Song, Donglai Wei, Jiale Yuan, Yingxiu Zhao, Yancheng He, Shilong Li, Jiaheng Liu, Meng Cao, Jun Song, Yingshui Tan, Xiang Li, Wenbo Su, Zhicheng Zheng, Xiaoyong Zhu, Bo Zheng

CoRR, February, 2025

When Large Vision Language Models Meet Multimodal Sequential Recommendation: An Empirical Study.

Peilin Zhou, Chao Liu, Jing Ren, Xinfeng Zhou, Yueqi Xie, Meng Cao, Zhongtao Rao, You-Liang Huang, Dading Chong, Junling Liu, Jae Boum Kim, Shoujin Wang, Raymond Chi-Wing Wong, Sunghun Kim

Proceedings of the ACM on Web Conference 2025, 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

<i>ClimateIQA: </i> A New Dataset and Benchmark to Advance Vision-Language Models in Meteorology Anomalies Analysis.

Jian Chen, Peilin Zhou, Yining Hua, Dading Chong, Meng Cao, Yaowei Li, Wei Chen, Bing Zhu, Junwei Liang, Zixuan Yuan

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.2, 2025

Evagaussians: Event Stream Assisted Gaussian Splatting from Blurry Images.

Wangbo Yu, Chaoran Feng, Jianing Li, Jiye Tang, Jiashu Yang, Zhenyu Tang, Meng Cao, Xu Jia, Yuchao Yang, Li Yuan, Yonghong Tian

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

$A_{0}$: An Affordance-Aware Hierarchical Model for General Robotic Manipulation.

Rongtao Xu, Jian Zhang, Minghao Guo, Youpeng Wen, Haoting Yang, Min Lin, Jianzheng Huang, Zhe Li, Kaidong Zhang, Liqiong Wang, Yuxuan Kuang, Meng Cao, Feng Zheng, Xiaodan Liang

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

Token Preference Optimization with Self-Calibrated Visual-Anchored Rewards for Hallucination Mitigation.

Jihao Gu, Yingyao Wang, Meng Cao, Pi Bu, Jun Song, Bo Zheng, Yancheng He, Shilong Li

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

See the World, Discover Knowledge: A Chinese Factuality Evaluation for Large Vision Language Models.

Jihao Gu, Yingyao Wang, Pi Bu, Chen Wang, Ziming Wang, Tengtao Song, Donglai Wei, Jiale Yuan, Yingxiu Zhao, Yancheng He, Shilong Li, Jiaheng Liu, Meng Cao, Jun Song, Yingshui Tan, Xiang Li, Wenbo Su, Xiaoyong Zhu, Bo Zheng

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

MUSE: Mamba Is Efficient Multi-scale Learner for Text-video Retrieval.

Haoran Tang, Meng Cao, Jinfa Huang, Ruyang Liu, Peng Jin, Ge Li, Xiaodan Liang

Proceedings of the Thirty-Ninth AAAI Conference on Artificial Intelligence, 2025

2024

Improving Reference-Based Distinctive Image Captioning with Contrastive Rewards.

Yangjun Mao, Jun Xiao, Dong Zhang, Meng Cao, Jian Shao, Yueting Zhuang, Long Chen

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

Visual Grounding With Dual Knowledge Distillation.

Wansen Wu, Meng Cao, Yue Hu, Yong Peng, Long Qin, Quanjun Yin

IEEE Trans. Circuits Syst. Video Technol., October, 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

PhysGame: Uncovering Physical Commonsense Violations in Gameplay Videos.

Meng Cao, Haoran Tang, Haoze Zhao, Hangyu Guo, Jiaheng Liu, Ge Zhang, Ruyang Liu, Qiang Sun, Ian Reid, Xiaodan Liang

CoRR, 2024

Continual LLaVA: Continual Instruction Tuning in Large Vision-Language Models.

Meng Cao, Yuyang Liu, Yingfei Liu, Tiancai Wang, Jiahua Dong, Henghui Ding, Xiangyu Zhang, Ian Reid, Xiaodan Liang

CoRR, 2024

ING-VP: MLLMs cannot Play Easy Vision-based Games Yet.

Haoran Zhang, Hangyu Guo, Shuyue Guo, Meng Cao, Wenhao Huang, Jiaheng Liu, Ge Zhang

CoRR, 2024

Vision-Language Models Meet Meteorology: Developing Models for Extreme Weather Events Detection with Heatmaps.

Jian Chen, Peilin Zhou, Yining Hua, Dading Chong, Meng Cao, Yaowei Li, Zixuan Yuan, Bing Zhu, Junwei Liang

CoRR, 2024

How to Continually Adapt Text-to-Image Diffusion Models for Flexible Customization?

Jiahua Dong, Wenqi Liang, Hongliu Li, Duzhen Zhang, Meng Cao, Henghui Ding, Salman H. Khan, Fahad Shahbaz Khan

Proceedings of the Advances in Neural Information Processing Systems 37: Annual Conference on Neural Information Processing Systems 2024, 2024

RAP: Efficient Text-Video Retrieval with Sparse-and-Correlated Adapter.

Meng Cao, Haoran Tang, Jinfa Huang, Peng Jin, Can Zhang, Ruyang Liu, Long Chen, Xiaodan Liang, Li Yuan, Ge Li

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Exploiting Auxiliary Caption for Video Grounding.

Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou

Proceedings of the Thirty-Eighth AAAI Conference on Artificial Intelligence, 2024

2023

Concept-Aware Video Captioning: Describing Videos With Effective Prior Information.

Bang Yang, Meng Cao, Yuexian Zou

IEEE Trans. Image Process., 2023

Exploring Recommendation Capabilities of GPT-4V(ision): A Preliminary Case Study.

Peilin Zhou, Meng Cao, You-Liang Huang, Qichen Ye, Peiyan Zhang, Junling Liu, Yueqi Xie, Yining Hua, Jaeboum Kim

CoRR, 2023

Video Referring Expression Comprehension via Transformer with Content-conditioned Query.

Ji Jiang, Meng Cao, Tengtao Song, Long Chen, Yi Wang, Yuexian Zou

CoRR, 2023

Generating Templated Caption for Video Grounding.

Hongxiang Li, Meng Cao, Xuxin Cheng, Zhihong Zhu, Yaowei Li, Yuexian Zou

CoRR, 2023

Video Referring Expression Comprehension via Transformer with Content-conditioned Query.

Jiang Ji, Meng Cao, Tengtao Song, Long Chen, Yi Wang, Yuexian Zou

Proceedings of the 1st International Workshop on Deep Multimodal Learning for Information Retrieval, 2023

G2L: Semantically Aligned and Uniform Video Grounding via Geodesic and Game Theory.

Hongxiang Li, Meng Cao, Xuxin Cheng, Yaowei Li, Zhihong Zhu, Yuexian Zou

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

Iterative Proposal Refinement for Weakly-Supervised Video Grounding.

Meng Cao, Fangyun Wei, Can Xu, Xiubo Geng, Long Chen, Can Zhang, Yuexian Zou, Tao Shen, Daxin Jiang

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

2022

Deep Motion Prior for Weakly-Supervised Temporal Action Localization.

Meng Cao, Can Zhang, Long Chen, Mike Zheng Shou, Yuexian Zou

IEEE Trans. Image Process., 2022

RR-Net: Relation Reasoning for End-to-End Human-Object Interaction Detection.

Dongming Yang, Yuexian Zou, Can Zhang, Meng Cao, Jie Chen

IEEE Trans. Circuits Syst. Video Technol., 2022

All You Need Is a Second Look: Towards Arbitrary-Shaped Text Detection.

Meng Cao, Can Zhang, Dongming Yang, Yuexian Zou

IEEE Trans. Circuits Syst. Video Technol., 2022

Video Referring Expression Comprehension via Transformer with Content-aware Query.

Ji Jiang, Meng Cao, Tengtao Song, Yuexian Zou

CoRR, 2022

Correspondence Matters for Video Referring Expression Comprehension.

Meng Cao, Ji Jiang, Long Chen, Yuexian Zou

Proceedings of the MM '22: The 30th ACM International Conference on Multimedia, Lisboa, Portugal, October 10, 2022

Visual Relation-Aware Unsupervised Video Captioning.

Puzhao Ji, Meng Cao, Yuexian Zou

Proceedings of the Artificial Neural Networks and Machine Learning - ICANN 2022, 2022

LocVTP: Video-Text Pre-training for Temporal Localization.

Meng Cao, Tianyu Yang, Junwu Weng, Can Zhang, Jue Wang, Yuexian Zou

Proceedings of the Computer Vision - ECCV 2022, 2022

Unsupervised Pre-training for Temporal Action Localization Tasks.

Can Zhang, Tianyu Yang, Junwu Weng, Meng Cao, Jue Wang, Yuexian Zou

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

2021

UniFaceGAN: A Unified Framework for Temporally Consistent Facial Video Editing.

Meng Cao, Haozhi Huang, Hao Wang, Xuan Wang, Li Shen, Sheng Wang, Linchao Bao, Zhifeng Li, Jiebo Luo

IEEE Trans. Image Process., 2021

Synergic learning for noise-insensitive webly-supervised temporal action localization.

Can Zhang, Meng Cao, Dongming Yang, Ji Jiang, Yuexian Zou

Image Vis. Comput., 2021

RR-Net: Injecting Interactive Semantics in Human-Object Interaction Detection.

Dongming Yang, Yuexian Zou, Can Zhang, Meng Cao, Jie Chen

Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021

On Pursuit of Designing Multi-modal Transformer for Video Grounding.

Meng Cao, Long Chen, Mike Zheng Shou, Can Zhang, Yuexian Zou

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing, 2021

CoLA: Weakly-Supervised Temporal Action Localization With Snippet Contrastive Learning.

Can Zhang, Meng Cao, Dongming Yang, Jie Chen, Yuexian Zou

Proceedings of the IEEE Conference on Computer Vision and Pattern Recognition, 2021

2020

Task-agnostic Temporally Consistent Facial Video Editing.

Meng Cao, Haozhi Huang, Hao Wang, Xuan Wang, Li Shen, Sheng Wang, Linchao Bao, Zhifeng Li, Jiebo Luo

CoRR, 2020

Weakly Labelled Audio Tagging Via Convolutional Networks with Spatial and Channel-Wise Attention.

Sixin Hong, Yuexian Zou, Wenwu Wang, Meng Cao

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

All You Need is a Second Look: Towards Tighter Arbitrary Shape Text Detection.

Meng Cao, Yuexian Zou

Proceedings of the 2020 IEEE International Conference on Acoustics, 2020

2019

GISCA: Gradient-Inductive Segmentation Network With Contextual Attention for Scene Text Detection.

Meng Cao, Yuexian Zou, Dongming Yang, Chao Liu

IEEE Access, 2019