Junbin Xiao

According to our database, Junbin Xiao authored at least 27 papers between 2019 and 2024.

Collaborative distances:

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

2024

Scene-Text Grounding for Text-Based Video Question Answering.

Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua

CoRR, 2024

Question-Answering Dense Video Events.

Hangyu Qin, Junbin Xiao, Angela Yao

CoRR, 2024

Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models.

Yunpu Zhao, Rui Zhang, Junbin Xiao, Changxin Ke, Ruibo Hou, Yifan Hao, Qi Guo, Yunji Chen

CoRR, 2024

VideoQA in the Era of LLMs: An Empirical Study.

Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao

CoRR, 2024

Abductive Ego-View Accident Video Understanding for Safe Driving Perception.

Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua

CoRR, 2024

Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering.

Jiawei Wang, Da Cao, Shaofei Lu, Zhanchang Ma, Junbin Xiao, Tat-Seng Chua

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

Can I Trust Your Answer? Visually Grounded Video Question Answering.

Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua

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

Abductive Ego-View Accident Video Understanding for Safe Driving Perception.

Jianwu Fang, Lei-lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua

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

LASO: Language-Guided Affordance Segmentation on 3D Object.

Yicong Li, Na Zhao, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua

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

Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.

Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu

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

2023

Contrastive Video Question Answering via Video Graph Transformer.

Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua

IEEE Trans. Pattern Anal. Mach. Intell., November, 2023

SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs.

Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua

Proceedings of the Companion Proceedings of the ACM Web Conference 2023, 2023

Deconfounded Multimodal Learning for Spatio-temporal Video Grounding.

Jiawei Wang, Zhanchang Ma, Da Cao, Yuquan Le, Junbin Xiao, Tat-Seng Chua

Proceedings of the 31st ACM International Conference on Multimedia, 2023

Discovering Spatio-Temporal Rationales for Video Question Answering.

Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua

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

FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms.

Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023

2022

Equivariant and Invariant Grounding for Video Question Answering.

Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua

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

Video Question Answering: Datasets, Algorithms and Challenges.

Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua

Proceedings of the 2022 Conference on Empirical Methods in Natural Language Processing, 2022

Video Graph Transformer for Video Question Answering.

Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan

Proceedings of the Computer Vision - ECCV 2022, 2022

Invariant Grounding for Video Question Answering.

Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua

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

Video as Conditional Graph Hierarchy for Multi-Granular Question Answering.

Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua

Proceedings of the Thirty-Sixth AAAI Conference on Artificial Intelligence, 2022

2021

Video Visual Relation Detection via Iterative Inference.

Xindi Shang, Yicong Li, Junbin Xiao, Wei Ji, Tat-Seng Chua

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

VidVRD 2021: The Third Grand Challenge on Video Relation Detection.

Wei Ji, Yicong Li, Meng Wei, Xindi Shang, Junbin Xiao, Tongwei Ren, Tat-Seng Chua

Proceedings of the MM '21: ACM Multimedia Conference, Virtual Event, China, October 20, 2021

NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions.

Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua

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

2020

Joint Learning of Binary Classifiers and Pairwise Label Correlations for Multi-label Image Classification.

Junbin Xiao, Sheng Tang

Proceedings of the 3rd IEEE Conference on Multimedia Information Processing and Retrieval, 2020

Visual Relation Grounding in Videos.

Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua

Proceedings of the Computer Vision - ECCV 2020, 2020

2019

Relation Understanding in Videos: A Grand Challenge Overview.

Xindi Shang, Junbin Xiao, Donglin Di, Tat-Seng Chua

Proceedings of the 27th ACM International Conference on Multimedia, 2019

Annotating Objects and Relations in User-Generated Videos.

Xindi Shang, Donglin Di, Junbin Xiao, Yu Cao, Xun Yang, Tat-Seng Chua

Proceedings of the 2019 on International Conference on Multimedia Retrieval, 2019