Junbin Xiao

Publication Activity (10 Years)

Years Active: 2019-2024
Publications (10 Years): 31

Top Topics

Language Understanding

Passage Retrieval

Question Answering

Top Venues

Publications

Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
Abductive Ego-View Accident Video Understanding for Safe Driving Perception. CoRR (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. ACL (Findings) (2024)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives. CoRR (2024)
Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms. AAAI (2023)
Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
Contrastive Video Question Answering via Video Graph Transformer. CoRR (2023)
Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
Contrastive Video Question Answering via Video Graph Transformer. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
Discovering Spatio-Temporal Rationales for Video Question Answering. CoRR (2023)
Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua
SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs. WWW (Companion Volume) (2023)
Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua
Can I Trust Your Answer? Visually Grounded Video Question Answering. CoRR (2023)
Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
Discovering Spatio-Temporal Rationales for Video Question Answering. ICCV (2023)
Jiawei Wang, Zhanchang Ma, Da Cao, Yuquan Le, Junbin Xiao, Tat-Seng Chua
Deconfounded Multimodal Learning for Spatio-temporal Video Grounding. ACM Multimedia (2023)
Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
Video Graph Transformer for Video Question Answering. CoRR (2022)
Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
Video Graph Transformer for Video Question Answering. ECCV (36) (2022)
Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
Video Question Answering: Datasets, Algorithms and Challenges. EMNLP (2022)
Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua
Equivariant and Invariant Grounding for Video Question Answering. ACM Multimedia (2022)
Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
Video Question Answering: Datasets, Algorithms and Challenges. CoRR (2022)
Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. AAAI (2022)
Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua
Equivariant and Invariant Grounding for Video Question Answering. CoRR (2022)
Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
Invariant Grounding for Video Question Answering. CVPR (2022)
Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
Invariant Grounding for Video Question Answering. CoRR (2022)
Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms. CoRR (2022)
Wei Ji, Yicong Li, Meng Wei, Xindi Shang, Junbin Xiao, Tongwei Ren, Tat-Seng Chua
VidVRD 2021: The Third Grand Challenge on Video Relation Detection. ACM Multimedia (2021)
Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering. CoRR (2021)
Xindi Shang, Yicong Li, Junbin Xiao, Wei Ji, Tat-Seng Chua
Video Visual Relation Detection via Iterative Inference. ACM Multimedia (2021)
Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions. CVPR (2021)
Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions. CoRR (2021)
Junbin Xiao, Sheng Tang
Joint Learning of Binary Classifiers and Pairwise Label Correlations for Multi-label Image Classification. MIPR (2020)
Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
Visual Relation Grounding in Videos. CoRR (2020)
Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
Visual Relation Grounding in Videos. ECCV (6) (2020)
Xindi Shang, Junbin Xiao, Donglin Di, Tat-Seng Chua
Relation Understanding in Videos: A Grand Challenge Overview. ACM Multimedia (2019)
Xindi Shang, Donglin Di, Junbin Xiao, Yu Cao, Xun Yang, Tat-Seng Chua
Annotating Objects and Relations in User-Generated Videos. ICMR (2019)