Yulei Niu

68 papers A* 20A 1B 1Journal 37Unranked 9
YearRankTypeTitle / Venue / Authors
2026 J jnl
Referring Layer Decomposition.
CoRR
Fangyi Chen, Yaojie Shen, Lu Xu, Ye Yuan, Shu Zhang, Yulei Niu, Longyin Wen
2025 — conf
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models.
ACL (Findings)
Ying Zhou, Xinyao Wang, Yulei Niu, Yaojie Shen, Lexin Tang, Fan Chen, Ben He, Le Sun, Longyin Wen
2025 J jnl
EchoFoley: Event-Centric Hierarchical Control for Video Grounded Creative Sound Generation.
CoRR
Bingxuan Li, Yiming Cui, Yicheng He, Yiwei Wang, Shu Zhang, Longyin Wen, Yulei Niu
2025 J jnl
Where do Large Vision-Language Models Look at when Answering Questions?
CoRR
Xiaoying Xing, Chia-Wen Kuo, Fuxin Li, Yulei Niu, Fan Chen, Ming Li, Ying Wu, Longyin Wen, Sijie Zhu
2024 J jnl
AIPO: Improving Training Objective for Iterative Preference Optimization.
CoRR
Yaojie Shen, Xinyao Wang, Yulei Niu, Ying Zhou, Lexin Tang, Libo Zhang, Fan Chen, Longyin Wen
2024 A* conf
Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities.
AAAI
Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Long Chen, Yulei Niu, Xudong Lin, Xuande Feng, Jaywon Koo, Sounak Ray, Shih-Fu Chang
2024 J jnl
DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models.
CoRR
Ying Zhou, Xinyao Wang, Yulei Niu, Yaojie Shen, Lexin Tang, Fan Chen, Ben He, Le Sun, Longyin Wen
2024 J jnl
Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies.
CoRR
Hung-Ting Su, Chun-Tong Chao, Ya-Ching Hsu, Xudong Lin, Yulei Niu, Hung-yi Lee, Winston H. Hsu
2024 — conf
RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos.
ECCV (77)
Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang
2024 J jnl
RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos.
CoRR
Ali Zare, Yulei Niu, Hammad A. Ayyubi, Shih-Fu Chang
2024 A* conf
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos.
ICLR
Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang
2024 J jnl
SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos.
CoRR
Yulei Niu, Wenliang Guo, Long Chen, Xudong Lin, Shih-Fu Chang
2024 — conf
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses.
EMNLP (Findings)
Hung-Ting Su, Ya-Ching Hsu, Xudong Lin, Xiang Qian Shi, Yulei Niu, Han-Yuan Hsu, Hung-yi Lee, Winston H. Hsu
2024 J jnl
Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses.
CoRR
Hung-Ting Su, Ya-Ching Hsu, Xudong Lin, Xiang Qian Shi, Yulei Niu, Han-Yuan Hsu, Hung-yi Lee, Winston H. Hsu
2024 J jnl
WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization.
CoRR
Jiawei Ma, Yulei Niu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
2023 J jnl
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering.
IEEE Trans. Pattern Anal. Mach. Intell.
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao
2023 A* conf
Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization.
AAAI
Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang
2023 J jnl
Debiased Fine-Tuning for Vision-language Models by Prompt Regularization.
CoRR
Beier Zhu, Yulei Niu, Saeil Lee, Minhoe Hur, Hanwang Zhang
2023 A* conf
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection.
CVPR
Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
2023 J jnl
DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection.
CoRR
Jiawei Ma, Yulei Niu, Jincheng Xu, Shiyuan Huang, Guangxing Han, Shih-Fu Chang
2023 — conf
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction.
CVPR Workshops
Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang
2023 J jnl
In Defense of Structural Symbolic Representation for Video Event-Relation Prediction.
CoRR
Andrew Lu, Xudong Lin, Yulei Niu, Shih-Fu Chang
2023 — conf
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering.
CVPR Workshops
Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
2023 J jnl
Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering.
CoRR
Hung-Ting Su, Yulei Niu, Xudong Lin, Winston H. Hsu, Shih-Fu Chang
2023 A* conf
Prompt-aligned Gradient for Prompt Tuning.
ICCV
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang
2022 A* conf
Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs.
CVPR
Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao
2022 A* conf
Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification.
AAAI
Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang
2022 — conf
Explicit Image Caption Editing.
ECCV (36)
Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao
2022 J jnl
Explicit Image Caption Editing.
CoRR
Zhen Wang, Long Chen, Wenbo Ma, Guangxing Han, Yulei Niu, Jian Shao, Jun Xiao
2022 A* conf
Interventional Training for Out-Of-Distribution Natural Language Understanding.
EMNLP
Sicheng Yu, Jing Jiang, Hao Zhang, Yulei Niu, Qianru Sun, Lidong Bing
2022 J jnl
Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World.
CoRR
Hammad A. Ayyubi, Christopher Thomas, Lovish Chum, Rahul Lokesh, Yulei Niu, Xudong Lin, Long Chen, Jaywon Koo, Sounak Ray, Shih-Fu Chang
2022 — conf
NICO Challenge: Out-of-Distribution Generalization for Image Recognition Challenges.
ECCV Workshops (6)
Xingxuan Zhang, Yue He, Tan Wang, Jiaxin Qi, Han Yu, Zimu Wang, Jie Peng, Renzhe Xu, Zheyan Shen, Yulei Niu, Hanwang Zhang, Peng Cui
2022 A* conf
On Non-Random Missing Labels in Semi-Supervised Learning.
ICLR
Xinting Hu, Yulei Niu, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang
2022 J jnl
On Non-Random Missing Labels in Semi-Supervised Learning.
CoRR
Xinting Hu, Yulei Niu, Chunyan Miao, Xian-Sheng Hua, Hanwang Zhang
2022 J jnl
Prompt-aligned Gradient for Prompt Tuning.
CoRR
Beier Zhu, Yulei Niu, Yucheng Han, Yue Wu, Hanwang Zhang
2022 A* conf
Respecting Transfer Gap in Knowledge Distillation.
NeurIPS
Yulei Niu, Long Chen, Chang Zhou, Hanwang Zhang
2022 J jnl
Respecting Transfer Gap in Knowledge Distillation.
CoRR
Yulei Niu, Long Chen, Chang Zhou, Hanwang Zhang
2022 A* conf
Weakly-Supervised Temporal Article Grounding.
EMNLP
Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang
2022 J jnl
Weakly-Supervised Temporal Article Grounding.
CoRR
Long Chen, Yulei Niu, Brian Chen, Xudong Lin, Guangxing Han, Christopher Thomas, Hammad A. Ayyubi, Heng Ji, Shih-Fu Chang
2021 — conf
COSY: COunterfactual SYntax for Cross-Lingual Understanding.
ACL/IJCNLP (1)
Sicheng Yu, Hao Zhang, Yulei Niu, Qianru Sun, Jing Jiang
2021 J jnl
Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs.
CoRR
Kaifeng Gao, Long Chen, Yulei Niu, Jian Shao, Jun Xiao
2021 J jnl
Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering.
CoRR
Long Chen, Yuhang Zheng, Yulei Niu, Hanwang Zhang, Jun Xiao
2021 A* conf
Counterfactual VQA: A Cause-Effect Look at Language Bias.
CVPR
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen
2021 J jnl
Cross-Domain Empirical Risk Minimization for Unbiased Long-tailed Classification.
CoRR
Beier Zhu, Yulei Niu, Xian-Sheng Hua, Hanwang Zhang
2021 A conf
Domain-Adaptive Few-Shot Learning.
WACV
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen
2021 A* conf
Introspective Distillation for Robust Question Answering.
NeurIPS
Yulei Niu, Hanwang Zhang
2021 J jnl
Introspective Distillation for Robust Question Answering.
CoRR
Yulei Niu, Hanwang Zhang
2021 J jnl
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions.
IEEE Trans. Pattern Anal. Mach. Intell.
Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang
2020 J jnl
Counterfactual VQA: A Cause-Effect Look at Language Bias.
CoRR
Yulei Niu, Kaihua Tang, Hanwang Zhang, Zhiwu Lu, Xian-Sheng Hua, Ji-Rong Wen
2020 J jnl
Counterfactual Variable Control for Robust and Interpretable Question Answering.
CoRR
Sicheng Yu, Yulei Niu, Shuohang Wang, Jing Jiang, Qianru Sun
2020 J jnl
Domain-Adaptive Few-Shot Learning.
CoRR
An Zhao, Mingyu Ding, Zhiwu Lu, Tao Xiang, Yulei Niu, Jiechao Guan, Ji-Rong Wen, Ping Luo
2020 — conf
Lightweight Action Recognition in Compressed Videos.
ECCV Workshops (2)
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Mingyu Ding, Zhiwu Lu, Tao Xiang, Ji-Rong Wen
2020 A* conf
Two Causal Principles for Improving Visual Dialog.
CVPR
Jiaxin Qi, Yulei Niu, Jianqiang Huang, Hanwang Zhang
2020 A* conf
Unbiased Scene Graph Generation From Biased Training.
CVPR
Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang
2020 J jnl
Unbiased Scene Graph Generation from Biased Training.
CoRR
Kaihua Tang, Yulei Niu, Jianqiang Huang, Jiaxin Shi, Hanwang Zhang
2019 A* conf
Coarse-to-Fine Grained Classification.
SIGIR
Yuqi Huo, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen
2019 J jnl
Mobile Video Action Recognition.
CoRR
Yuqi Huo, Xiaoli Xu, Yao Lu, Yulei Niu, Zhiwu Lu, Ji-Rong Wen
2019 J jnl
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation.
IEEE Trans. Image Process.
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
2019 A* conf
Recursive Visual Attention in Visual Dialog.
CVPR
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
2019 J jnl
Two Causal Principles for Improving Visual Dialog.
CoRR
Jiaxin Qi, Yulei Niu, Jianqiang Huang, Hanwang Zhang
2019 J jnl
Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions.
CoRR
Yulei Niu, Hanwang Zhang, Zhiwu Lu, Shih-Fu Chang
2018 A* conf
Grounding Referring Expressions in Images by Variational Context.
CVPR
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
2018 J jnl
Recursive Visual Attention in Visual Dialog.
CoRR
Yulei Niu, Hanwang Zhang, Manli Zhang, Jianhong Zhang, Zhiwu Lu, Ji-Rong Wen
2017 A* conf
FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation.
AAAI
Yulei Niu, Zhiwu Lu, Songfang Huang, Xin Gao, Ji-Rong Wen
2017 B conf
Graph-boosted convolutional neural networks for semantic segmentation.
IJCNN
Guangzhen Liu, Peng Han, Yulei Niu, Wenwu Yuan, Zhiwu Lu, Ji-Rong Wen
2017 J jnl
Grounding Referring Expressions in Images by Variational Context.
CoRR
Hanwang Zhang, Yulei Niu, Shih-Fu Chang
2017 J jnl
Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation.
CoRR
Yulei Niu, Zhiwu Lu, Ji-Rong Wen, Tao Xiang, Shih-Fu Chang
2015 A* conf
Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing.
IJCAI
Yulei Niu, Zhiwu Lu, Songfang Huang, Peng Han, Ji-Rong Wen