Junbin Xiao

58 papers A* 19B 2Journal 30Unranked 7
YearRankTypeTitle / Venue / Authors
2026 J jnl
Scene-Text Grounding for Text-Based Video Question Answering.
IEEE Trans. Multim.
Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua
2026 J jnl
Sycophancy in vision-language models: A systematic analysis and an inference-time mitigation framework.
Neurocomputing
Yunpu Zhao, Rui Zhang, Junbin Xiao, Changxin Ke, Ruibo Hou, Yifan Hao, Ling Li
2025 B conf
Bottom-Up and Top-Down Thoughts for Visual Intention Grounding.
ICMR
Kangcheng Liu, Junbin Xiao, Rui Zhang, Hanqi Lv, Zidong Du
2025 — conf
Can Multimodal Large Language Models Understand Human Values in Videos?
MMAsia
Yuchen Wang, Hao Qiu, He Chang, Junbin Xiao, Zhulin Tao, Libiao Jin
2025 J jnl
Causal-Entity Reflected Egocentric Traffic Accident Video Synthesis.
CoRR
Lei-Lei Li, Jianwu Fang, Junbin Xiao, Shanmin Pang, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2025 J jnl
EgoBlind: Towards Egocentric Visual Assistance for the Blind People.
CoRR
Junbin Xiao, Nanxin Huang, Hao Qiu, Zhulin Tao, Xun Yang, Richang Hong, Meng Wang, Angela Yao
2025 J jnl
EgoExo-Con: Exploring View-Invariant Video Temporal Understanding.
CoRR
Minjoon Jung, Junbin Xiao, Junghyun Kim, Byoung-Tak Zhang, Angela Yao
2025 A* conf
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering.
CVPR
Sheng Zhou, Junbin Xiao, Qingyun Li, Yicong Li, Xun Yang, Dan Guo, Meng Wang, Tat-Seng Chua, Angela Yao
2025 J jnl
EgoTextVQA: Towards Egocentric Scene-Text Aware Video Question Answering.
CoRR
Sheng Zhou, Junbin Xiao, Qingyun Li, Yicong Li, Xun Yang, Dan Guo, Meng Wang, Tat-Seng Chua, Angela Yao
2025 J jnl
MUPA: Towards Multi-Path Agentic Reasoning for Grounded Video Question Answering.
CoRR
Jisheng Dang, Huilin Song, Junbin Xiao, Bimei Wang, Han Peng, Haoxuan Li, Xun Yang, Meng Wang, Tat-Seng Chua
2025 J jnl
Object-Level Verbalized Confidence Calibration in Vision-Language Models via Semantic Perturbation.
CoRR
Yunpu Zhao, Rui Zhang, Junbin Xiao, Ruibo Hou, Jiaming Guo, Zihao Zhang, Yifan Hao, Yunji Chen
2025 A* conf
On the Consistency of Video Large Language Models in Temporal Comprehension.
CVPR
Minjoon Jung, Junbin Xiao, Byoung-Tak Zhang, Angela Yao
2025 A* conf
Question-Answering Dense Video Events.
SIGIR
Hangyu Qin, Junbin Xiao, Angela Yao
2025 J jnl
Transformer-Empowered Invariant Grounding for Video Question Answering.
IEEE Trans. Pattern Anal. Mach. Intell.
Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2025 — conf
Unleashing the Power of LLMs for Medical Video Answer Localization.
MICCAI (7)
Junbin Xiao, Qingyun Li, Yusen Yang, Liang Qiu, Angela Yao
2025 A* conf
Video Question Answering and Beyond.
ACM Multimedia
Yicong Li, Junbin Xiao, Angela Yao, Tat-Seng Chua
2025 J jnl
VideoQA in the Era of LLMs: An Empirical Study.
Int. J. Comput. Vis.
Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao
2025 J jnl
Visual Intention Grounding for Egocentric Assistants.
CoRR
Pengzhan Sun, Junbin Xiao, Tze Ho Elden Tse, Yicong Li, Arjun R. Akula, Angela Yao
2024 A* conf
Abductive Ego-View Accident Video Understanding for Safe Driving Perception.
CVPR
Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2024 J jnl
Abductive Ego-View Accident Video Understanding for Safe Driving Perception.
CoRR
Jianwu Fang, Lei-Lei Li, Junfei Zhou, Junbin Xiao, Hongkai Yu, Chen Lv, Jianru Xue, Tat-Seng Chua
2024 A* conf
Can I Trust Your Answer? Visually Grounded Video Question Answering.
CVPR
Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua
2024 A* conf
Causal-driven Large Language Models with Faithful Reasoning for Knowledge Question Answering.
ACM Multimedia
Jiawei Wang, Da Cao, Shaofei Lu, Zhanchang Ma, Junbin Xiao, Tat-Seng Chua
2024 A* conf
LASO: Language-Guided Affordance Segmentation on 3D Object.
CVPR
Yicong Li, Na Zhao, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2024 J jnl
On the Consistency of Video Large Language Models in Temporal Comprehension.
CoRR
Minjoon Jung, Junbin Xiao, Byoung-Tak Zhang, Angela Yao
2024 J jnl
Question-Answering Dense Video Events.
CoRR
Hangyu Qin, Junbin Xiao, Angela Yao
2024 J jnl
Scene-Text Grounding for Text-Based Video Question Answering.
CoRR
Sheng Zhou, Junbin Xiao, Xun Yang, Peipei Song, Dan Guo, Angela Yao, Meng Wang, Tat-Seng Chua
2024 J jnl
Towards Analyzing and Mitigating Sycophancy in Large Vision-Language Models.
CoRR
Yunpu Zhao, Rui Zhang, Junbin Xiao, Changxin Ke, Ruibo Hou, Yifan Hao, Qi Guo, Yunji Chen
2024 — conf
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.
ACL (Findings)
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Anh Tuan Luu
2024 J jnl
Video-Language Understanding: A Survey from Model Architecture, Model Training, and Data Perspectives.
CoRR
Thong Nguyen, Yi Bin, Junbin Xiao, Leigang Qu, Yicong Li, Jay Zhangjie Wu, Cong-Duy Nguyen, See-Kiong Ng, Luu Anh Tuan
2024 J jnl
VideoQA in the Era of LLMs: An Empirical Study.
CoRR
Junbin Xiao, Nanxin Huang, Hangyu Qin, Dongyang Li, Yicong Li, Fengbin Zhu, Zhulin Tao, Jianxing Yu, Liang Lin, Tat-Seng Chua, Angela Yao
2023 J jnl
Can I Trust Your Answer? Visually Grounded Video Question Answering.
CoRR
Junbin Xiao, Angela Yao, Yicong Li, Tat-Seng Chua
2023 J jnl
Contrastive Video Question Answering via Video Graph Transformer.
CoRR
Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
2023 J jnl
Contrastive Video Question Answering via Video Graph Transformer.
IEEE Trans. Pattern Anal. Mach. Intell.
Junbin Xiao, Pan Zhou, Angela Yao, Yicong Li, Richang Hong, Shuicheng Yan, Tat-Seng Chua
2023 A* conf
Deconfounded Multimodal Learning for Spatio-temporal Video Grounding.
ACM Multimedia
Jiawei Wang, Zhanchang Ma, Da Cao, Yuquan Le, Junbin Xiao, Tat-Seng Chua
2023 A* conf
Discovering Spatio-Temporal Rationales for Video Question Answering.
ICCV
Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2023 J jnl
Discovering Spatio-Temporal Rationales for Video Question Answering.
CoRR
Yicong Li, Junbin Xiao, Chun Feng, Xiang Wang, Tat-Seng Chua
2023 A* conf
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms.
AAAI
Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
2023 — conf
SoarGraph: Numerical Reasoning over Financial Table-Text Data via Semantic-Oriented Hierarchical Graphs.
WWW (Companion Volume)
Fengbin Zhu, Moxin Li, Junbin Xiao, Fuli Feng, Chao Wang, Tat-Seng Chua
2022 A* conf
Equivariant and Invariant Grounding for Video Question Answering.
ACM Multimedia
Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua
2022 J jnl
Equivariant and Invariant Grounding for Video Question Answering.
CoRR
Yicong Li, Xiang Wang, Junbin Xiao, Tat-Seng Chua
2022 J jnl
FakeSV: A Multimodal Benchmark with Rich Social Context for Fake News Detection on Short Video Platforms.
CoRR
Peng Qi, Yuyan Bu, Juan Cao, Wei Ji, Ruihao Shui, Junbin Xiao, Danding Wang, Tat-Seng Chua
2022 A* conf
Invariant Grounding for Video Question Answering.
CVPR
Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2022 J jnl
Invariant Grounding for Video Question Answering.
CoRR
Yicong Li, Xiang Wang, Junbin Xiao, Wei Ji, Tat-Seng Chua
2022 — conf
Video Graph Transformer for Video Question Answering.
ECCV (36)
Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2022 J jnl
Video Graph Transformer for Video Question Answering.
CoRR
Junbin Xiao, Pan Zhou, Tat-Seng Chua, Shuicheng Yan
2022 A* conf
Video Question Answering: Datasets, Algorithms and Challenges.
EMNLP
Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
2022 J jnl
Video Question Answering: Datasets, Algorithms and Challenges.
CoRR
Yaoyao Zhong, Wei Ji, Junbin Xiao, Yicong Li, Weihong Deng, Tat-Seng Chua
2022 A* conf
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering.
AAAI
Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2021 A* conf
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions.
CVPR
Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
2021 J jnl
NExT-QA: Next Phase of Question-Answering to Explaining Temporal Actions.
CoRR
Junbin Xiao, Xindi Shang, Angela Yao, Tat-Seng Chua
2021 A* conf
VidVRD 2021: The Third Grand Challenge on Video Relation Detection.
ACM Multimedia
Wei Ji, Yicong Li, Meng Wei, Xindi Shang, Junbin Xiao, Tongwei Ren, Tat-Seng Chua
2021 A* conf
Video Visual Relation Detection via Iterative Inference.
ACM Multimedia
Xindi Shang, Yicong Li, Junbin Xiao, Wei Ji, Tat-Seng Chua
2021 J jnl
Video as Conditional Graph Hierarchy for Multi-Granular Question Answering.
CoRR
Junbin Xiao, Angela Yao, Zhiyuan Liu, Yicong Li, Wei Ji, Tat-Seng Chua
2020 — conf
Joint Learning of Binary Classifiers and Pairwise Label Correlations for Multi-label Image Classification.
MIPR
Junbin Xiao, Sheng Tang
2020 — conf
Visual Relation Grounding in Videos.
ECCV (6)
Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
2020 J jnl
Visual Relation Grounding in Videos.
CoRR
Junbin Xiao, Xindi Shang, Xun Yang, Sheng Tang, Tat-Seng Chua
2019 B conf
Annotating Objects and Relations in User-Generated Videos.
ICMR
Xindi Shang, Donglin Di, Junbin Xiao, Yu Cao, Xun Yang, Tat-Seng Chua
2019 A* conf
Relation Understanding in Videos: A Grand Challenge Overview.
ACM Multimedia
Xindi Shang, Junbin Xiao, Donglin Di, Tat-Seng Chua