Weakly Supervised Matrix Factorization for Noisily Tagged Image Parsing. - Yulei Niu; Zhiwu Lu 001; Songfang Huang; Peng Han 005; Ji-Rong Wen (IJCAI, 2015)

FeaBoost: Joint Feature and Label Refinement for Semantic Segmentation. - Yulei Niu; Zhiwu Lu 001; Songfang Huang; Xin Gao 001; Ji-Rong Wen (AAAI, 2017)

Graph-boosted convolutional neural networks for semantic segmentation. - Guangzhen Liu; Peng Han 005; Yulei Niu; Wenwu Yuan; Zhiwu Lu 001; Ji-Rong Wen (IJCNN, 2017)

Grounding Referring Expressions in Images by Variational Context. - Hanwang Zhang; Yulei Niu; Shih-Fu Chang (CVPR, 2018)

Recursive Visual Attention in Visual Dialog. - Yulei Niu; Hanwang Zhang; Manli Zhang; Jianhong Zhang; Zhiwu Lu 001; Ji-Rong Wen (CVPR, 2019)

Coarse-to-Fine Grained Classification. - Yuqi Huo; Yao Lu; Yulei Niu; Zhiwu Lu 001; Ji-Rong Wen (SIGIR, 2019)

Mobile Video Action Recognition. - Yuqi Huo; Xiaoli Xu 003; Yao Lu; Yulei Niu; Zhiwu Lu 001; Ji-Rong Wen (CoRR, 2019)

Multi-Modal Multi-Scale Deep Learning for Large-Scale Image Annotation. - Yulei Niu; Zhiwu Lu 001; Ji-Rong Wen; Tao Xiang 002; Shih-Fu Chang (IEEE Trans. Image Process., 2019)

Two Causal Principles for Improving Visual Dialog. - Jiaxin Qi; Yulei Niu; Jianqiang Huang; Hanwang Zhang (CVPR, 2020)

Unbiased Scene Graph Generation From Biased Training. - Kaihua Tang; Yulei Niu; Jianqiang Huang; Jiaxin Shi; Hanwang Zhang (CVPR, 2020)

Lightweight Action Recognition in Compressed Videos. - Yuqi Huo; Xiaoli Xu 003; Yao Lu; Yulei Niu; Mingyu Ding; Zhiwu Lu 001; Tao Xiang 002; Ji-Rong Wen (ECCV Workshops (2), 2020)

Domain-Adaptive Few-Shot Learning. - An Zhao; Mingyu Ding; Zhiwu Lu 001; Tao Xiang 002; Yulei Niu; Jiechao Guan; Ji-Rong Wen; Ping Luo 002 (CoRR, 2020)

Counterfactual Variable Control for Robust and Interpretable Question Answering. - Sicheng Yu; Yulei Niu; Shuohang Wang; Jing Jiang 001; Qianru Sun (CoRR, 2020)

COSY: COunterfactual SYntax for Cross-Lingual Understanding. - Sicheng Yu; Hao Zhang 048; Yulei Niu; Qianru Sun; Jing Jiang 001 (ACL/IJCNLP (1), 2021)

Counterfactual VQA: A Cause-Effect Look at Language Bias. - Yulei Niu; Kaihua Tang; Hanwang Zhang; Zhiwu Lu 001; Xian-Sheng Hua 001; Ji-Rong Wen (CVPR, 2021)

Introspective Distillation for Robust Question Answering. - Yulei Niu; Hanwang Zhang (NeurIPS, 2021)

Domain-Adaptive Few-Shot Learning. - An Zhao; Mingyu Ding; Zhiwu Lu 001; Tao Xiang 002; Yulei Niu; Jiechao Guan; Ji-Rong Wen (WACV, 2021)

Variational Context: Exploiting Visual and Textual Context for Grounding Referring Expressions. - Yulei Niu; Hanwang Zhang; Zhiwu Lu 001; Shih-Fu Chang (IEEE Trans. Pattern Anal. Mach. Intell., 2021)

Cross-Domain Empirical Risk Minimization for Unbiased Long-Tailed Classification. - Beier Zhu; Yulei Niu; Xian-Sheng Hua 001; Hanwang Zhang (AAAI, 2022)

Classification-Then-Grounding: Reformulating Video Scene Graphs as Temporal Bipartite Graphs. - Kaifeng Gao; Long Chen 016; Yulei Niu; Jian Shao 001; Jun Xiao 001 (CVPR, 2022)

Explicit Image Caption Editing. - Zhen Wang 004; Long Chen 016; Wenbo Ma; Guangxing Han; Yulei Niu; Jian Shao 001; Jun Xiao 001 (ECCV (36), 2022)

NICO Challenge: Out-of-Distribution Generalization for Image Recognition Challenges. - Xingxuan Zhang; Yue He 001; Tan Wang; Jiaxin Qi; Han Yu 009; Zimu Wang; Jie Peng; Renzhe Xu; Zheyan Shen; Yulei Niu; Hanwang Zhang; Peng Cui 001 (ECCV Workshops (6), 2022)

Weakly-Supervised Temporal Article Grounding. - Long Chen 016; Yulei Niu; Brian Chen 001; Xudong Lin 003; Guangxing Han; Christopher Thomas 004; Hammad A. Ayyubi; Heng Ji 001; Shih-Fu Chang (EMNLP, 2022)

Interventional Training for Out-Of-Distribution Natural Language Understanding. - Sicheng Yu; Jing Jiang 001; Hao Zhang 048; Yulei Niu; Qianru Sun; Lidong Bing (EMNLP, 2022)

On Non-Random Missing Labels in Semi-Supervised Learning. - Xinting Hu; Yulei Niu; Chunyan Miao; Xian-Sheng Hua 001; Hanwang Zhang (ICLR, 2022)

Respecting Transfer Gap in Knowledge Distillation. - Yulei Niu; Long Chen 016; Chang Zhou; Hanwang Zhang (NeurIPS, 2022)

Multimodal Event Graphs: Towards Event Centric Understanding of Multimodal World. - Hammad A. Ayyubi; Christopher Thomas 004; Lovish Chum; Rahul Lokesh; Yulei Niu; Xudong Lin 003; Long Chen 016; Jaywon Koo; Sounak Ray; Shih-Fu Chang (CoRR, 2022)

Debiased Fine-Tuning for Vision-Language Models by Prompt Regularization. - Beier Zhu; Yulei Niu; Saeil Lee; Minhoe Hur; Hanwang Zhang (AAAI, 2023)

In Defense of Structural Symbolic Representation for Video Event-Relation Prediction. - Andrew Lu; Xudong Lin 003; Yulei Niu; Shih-Fu Chang (CVPR Workshops, 2023)

DiGeo: Discriminative Geometry-Aware Learning for Generalized Few-Shot Object Detection. - Jiawei Ma; Yulei Niu; Jincheng Xu; Shiyuan Huang; Guangxing Han; Shih-Fu Chang (CVPR, 2023)

Language Models are Causal Knowledge Extractors for Zero-shot Video Question Answering. - Hung-Ting Su; Yulei Niu; Xudong Lin 003; Winston H. Hsu; Shih-Fu Chang (CVPR Workshops, 2023)

Prompt-aligned Gradient for Prompt Tuning. - Beier Zhu; Yulei Niu; Yucheng Han; Yue Wu; Hanwang Zhang (ICCV, 2023)

Counterfactual Samples Synthesizing and Training for Robust Visual Question Answering. - Long Chen 016; Yuhang Zheng; Yulei Niu; Hanwang Zhang; Jun Xiao 001 (IEEE Trans. Pattern Anal. Mach. Intell., 2023)

Beyond Grounding: Extracting Fine-Grained Event Hierarchies across Modalities. - Hammad A. Ayyubi; Christopher Thomas 004; Lovish Chum; Rahul Lokesh; Long Chen 016; Yulei Niu; Xudong Lin 003; Xuande Feng; Jaywon Koo; Sounak Ray; Shih-Fu Chang (AAAI, 2024)

RAP: Retrieval-Augmented Planner for Adaptive Procedure Planning in Instructional Videos. - Ali Zare; Yulei Niu; Hammad A. Ayyubi; Shih-Fu Chang (ECCV (77), 2024)

Unveiling Narrative Reasoning Limits of Large Language Models with Trope in Movie Synopses. - Hung-Ting Su; Ya-Ching Hsu; Xudong Lin 003; Xiang Qian Shi 002; Yulei Niu; Han-Yuan Hsu; Hung-yi Lee; Winston H. Hsu (EMNLP (Findings), 2024)

SCHEMA: State CHangEs MAtter for Procedure Planning in Instructional Videos. - Yulei Niu; Wenliang Guo; Long Chen 016; Xudong Lin 003; Shih-Fu Chang (ICLR, 2024)

WIDIn: Wording Image for Domain-Invariant Representation in Single-Source Domain Generalization. - Jiawei Ma; Yulei Niu; Shiyuan Huang; Guangxing Han; Shih-Fu Chang (CoRR, 2024)

Investigating Video Reasoning Capability of Large Language Models with Tropes in Movies. - Hung-Ting Su; Chun-Tong Chao; Ya-Ching Hsu; Xudong Lin 003; Yulei Niu; Hung-Yi Lee; Winston H. Hsu (CoRR, 2024)

AIPO: Improving Training Objective for Iterative Preference Optimization. - Yaojie Shen; Xinyao Wang; Yulei Niu; Ying Zhou; Lexin Tang; Libo Zhang 001; Fan Chen; Longyin Wen (CoRR, 2024)

DiffLM: Controllable Synthetic Data Generation via Diffusion Language Models. - Ying Zhou; Xinyao Wang; Yulei Niu; Yaojie Shen; Lexin Tang; Fan Chen; Ben He; Le Sun 001; Longyin Wen (ACL (Findings), 2025)

Where do Large Vision-Language Models Look at when Answering Questions? - Xiaoying Xing; Chia-Wen Kuo; Fuxin Li; Yulei Niu; Fan Chen; Ming Li; Ying Wu; Longyin Wen; Sijie Zhu (CoRR, 2025)