Yulei Niu

Publication Activity (10 Years)

Years Active: 2015-2024
Publications (10 Years): 58

Top Topics

Empirical Risk Minimization

Symbolic Representation

Weakly Supervised

Question Answering

Top Venues

Publications

Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Long Chen, Yulei Niu, Xudong Lin, Xuande Feng, Jaywon Koo, Sounak Ray, Shih-Fu Chang
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities. AAAI (2024)
Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-Yi Lee, Winston H. Hsu
Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies. CoRR (2024)
Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization. CoRR (2024)
Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. CoRR (2024)
Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. ICLR (2024)
Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang
RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos. CoRR (2024)
Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization. CoRR (2023)
Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CoRR (2023)
Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CoRR (2023)
Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. CVPR Workshops (2023)
Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. CVPR (2023)
Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization. AAAI (2023)
Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. CVPR Workshops (2023)
Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. CoRR (2023)
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering. IEEE Trans. Pattern Anal. Mach. Intell. 45 (11) (2023)
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang
Prompt-aligned Gradient for Prompt Tuning. ICCV (2023)
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang
Prompt-aligned Gradient for Prompt Tuning. CoRR (2022)
Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang
Weakly-Supervised Temporal Article Grounding. EMNLP (2022)
Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun, Lidong Bing
Interventional Training for Out-Of-Distribution Natural Language Understanding. EMNLP (2022)
Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang
Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification. AAAI (2022)
Xinting Hu, Yulei Niu, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang
On Non-Random Missing Labels in Semi-Supervised Learning. CoRR (2022)
Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang
Weakly-Supervised Temporal Article Grounding. CoRR (2022)
Xingxuan Zhang, Yue He, Tan Wang, Jiaxin Qi, Han Yu, Zimu Wang, Jie Peng, Renzhe Xu, Zheyan Shen, Yulei Niu, Hanwang Zhang, Peng Cui
NICO Challenge: Out-of-Distribution Generalization for Image Recognition Challenges. ECCV Workshops (6) (2022)
Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao
Explicit Image Caption Editing. CoRR (2022)
Yulei Niu, Long Chen, Chang Zhou, Hanwang Zhang
Respecting Transfer Gap in Knowledge Distillation. NeurIPS (2022)
Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao
Explicit Image Caption Editing. ECCV (36) (2022)
Yulei Niu, Long Chen, Chang Zhou, Hanwang Zhang
Respecting Transfer Gap in Knowledge Distillation. CoRR (2022)
Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao
Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs. CVPR (2022)
Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Yulei Niu, Xudong Lin, Long Chen, Jaywon Koo, Sounak Ray, Shih-Fu Chang
Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World. CoRR (2022)
Xinting Hu, Yulei Niu, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang
On Non-Random Missing Labels in Semi-Supervised Learning. ICLR (2022)
Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao
Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs. CoRR (2021)
Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification. CoRR (2021)
Yulei Niu, Hanwang Zhang
Introspective Distillation for Robust Question Answering. CoRR (2021)
Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. IEEE Trans. Pattern Anal. Mach. Intell. 43 (1) (2021)
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen
Counterfactual VQA: A Cause-Effect Look at Language Bias. CVPR (2021)
Yulei Niu, Hanwang Zhang
Introspective Distillation for Robust Question Answering. NeurIPS (2021)
Sicheng Yu, Hao Zhang, Yulei Niu, Qianru Sun, Jing Jiang
COSY: COunterfactual SYntax for Cross-Lingual Understanding. ACL/IJCNLP (1) (2021)
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering. CoRR (2021)
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen
Domain-Adaptive Few-Shot Learning. WACV (2021)
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo
Domain-Adaptive Few-Shot Learning. CoRR (2020)
Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun
Counterfactual Variable Control for Robust and Interpretable Question Answering. CoRR (2020)
Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang
Unbiased Scene Graph Generation From Biased Training. CVPR (2020)
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen
Counterfactual VQA: A Cause-Effect Look at Language Bias. CoRR (2020)
Jiaxin Qi, Yulei Niu, Jianqiang Huang, Hanwang Zhang
Two Causal Principles for Improving Visual Dialog. CVPR (2020)
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Mingyu Ding, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
Lightweight Action Recognition in Compressed Videos. ECCV Workshops (2) (2020)
Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang
Unbiased Scene Graph Generation from Biased Training. CoRR (2020)
Jiaxin Qi, Yulei Niu, Jianqiang Huang, Hanwang Zhang
Two Causal Principles for Improving Visual Dialog. CoRR (2019)
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen
Mobile Video Action Recognition. CoRR (2019)
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. IEEE Trans. Image Process. 28 (4) (2019)
Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. CoRR (2019)
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
Recursive Visual Attention in Visual Dialog. CVPR (2019)
Yuqi Huo, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen
Coarse-to-Fine Grained Classification. SIGIR (2019)
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
Grounding Referring Expressions in Images by Variational Context. CVPR (2018)
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
Recursive Visual Attention in Visual Dialog. CoRR (2018)
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation. AAAI (2017)
Guangzhen Liu, Peng Han, Yulei Niu, Wenwu Yuan, Zhiwu Lu, Ji-Rong Wen
Graph-boosted convolutional neural networks for semantic segmentation. IJCNN (2017)
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. CoRR (2017)
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
Grounding Referring Expressions in Images by Variational Context. CoRR (2017)
Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing. IJCAI (2015)