YD
Yingjun Du
cs.CVcs.LGcs.AIcs.CLcs.CEcs.MAstat.ML
On Valency
published · living versionsW_9yskn5sv·v1 · currentpublished
Perturb, Repair, Verify: Self-Play Vision-Language Verifiers for Compositional Understanding
with Zijun Huang, Cees G. M. Snoek
1 version
W_4gdku7ky·v1published
W_crger9c8·v1published
Preprints & journals
27 papers in the corpus · 2020–2026Less from More: Reinforcing Sparse Video Reasoning from Dense References2610.10893v1 · Wenfang Sun, Yingjun Du, Cees G. M. Snoek2026 · 0 citationsarXiv
See Only When Needed: Context-Aware Attention Intervention for Mitigating Hallucinations in LVLMs2606.29847v1 · Yuqing Lei, Wenbo Lyu, Yingjun Du et al.2026 · 0 citationsECCV 2026
RegionReasoner: Region-Grounded Multi-Round Visual Reasoning2602.03733v2 · Wenfang Sun, Hao Chen, Yingjun Du et al.2026 · 0 citationsarXiv
MetaTPT: Meta Test-time Prompt Tuning for Vision-Language Models2512.12268v1 · Yuqing Lei, Yingjun Du, Yawen Huang et al.2025 · 0 citationsarXiv
VisChainBench: A Benchmark for Multi-Turn, Multi-Image Visual Reasoning Beyond Language Priors2512.06759v1 · Wenbo Lyu, Yingjun Du, Jinglin Zhao et al.2025 · 0 citationsarXiv
GateRA: Token-Aware Modulation for Parameter-Efficient Fine-Tuning2511.17582v3 · Jie Ou, Shuaihong Jiang, Yingjun Du et al.2025 · 1 citationAAAI 2026
Variational Task Vector Composition2509.18208v1 · Boyuan Zhang, Yingjun Du, Xiantong Zhen et al.2025 · 0 citationsarXiv
A Role-Aware Multi-Agent Framework for Financial Education Question Answering with LLMs2509.09727v1 · Andy Zhu, Yingjun Du2025 · 0 citationsarXiv
QUOTA: Quantifying Objects with Text-to-Image Models for Any Domain2411.19534v2 · Wenfang Sun, Yingjun Du, Gaowen Liu et al.2024 · 0 citationsarXiv
CaPo: Cooperative Plan Optimization for Efficient Embodied Multi-Agent Cooperation2411.04679v2 · Jie Liu, Pan Zhou, Yingjun Du et al.2024 · 0 citationsarXiv
Prompt Diffusion Robustifies Any-Modality Prompt Learning2410.20164v1 · Yingjun Du, Gaowen Liu, Yuzhang Shang et al.2024 · 0 citationsarXiv
IPO: Interpretable Prompt Optimization for Vision-Language Models2410.15397v1 · Yingjun Du, Wenfang Sun, Cees G. M. Snoek2024 · 6 citationsarXiv
Training-Free Semantic Segmentation via LLM-Supervision2404.00701v1 · Wenfang Sun, Yingjun Du, Gaowen Liu et al.2024 · 3 citationsarXiv
Gaze Estimation by Attention-Induced Hierarchical Variational Auto-Encoder.37729576 · Huang, Guanhe, Shi, Jingyue, Xu, Jun et al.2024 · 24 citationsIEEE transactions on cybernetics. 2024;54(4):2592-2605
MetaKernel: Learning Variational Random Features With Limited Labels.35226600 · Du, Yingjun, Sun, Haoliang, Zhen, Xiantong et al.2024 · 14 citationsIEEE transactions on pattern analysis and machine intelligence. 2024;46(3):1464-1478
ProtoDiff: Learning to Learn Prototypical Networks by Task-Guided Diffusion2306.14770v2 · Yingjun Du, Zehao Xiao, Shengcai Liao et al.2023 · 12 citationsarXiv
Multi-Label Meta Weighting for Long-Tailed Dynamic Scene Graph Generation2306.10122v1 · Shuo Chen, Yingjun Du, Pascal Mettes et al.2023 · 7 citationsarXiv
EMO: Episodic Memory Optimization for Few-Shot Meta-Learning2306.05189v3 · Yingjun Du, Jiayi Shen, Xiantong Zhen et al.2023 · 2 citationsarXiv
MetaModulation: Learning Variational Feature Hierarchies for Few-Shot Learning with Fewer Tasks2305.10309v1 · Wenfang Sun, Yingjun Du, Xiantong Zhen et al.2023 · 5 citationsarXiv
SuperDisco: Super-Class Discovery Improves Visual Recognition for the Long-Tail2304.00101v2 · Yingjun Du, Jiayi Shen, Xiantong Zhen et al.2023 · 18 citationsarXiv
Hierarchical Variational Memory for Few-shot Learning Across Domains2112.08181v2 · Yingjun Du, Xiantong Zhen, Ling Shao et al.2021 · 7 citationsICLR 2022
Variational Abnormal Behavior Detection With Motion Consistency.34855598 · Li, Jing, Huang, Qingwang, Du, Yingjun et al.2021 · 61 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2022;31:275-286
Meta-Learning with Variational Semantic Memory for Word Sense Disambiguation2106.02960v1 · Yingjun Du, Nithin Holla, Xiantong Zhen et al.2021 · 7 citationsACL-IJCNLP 2021
Learning to Learn Variational Semantic Memory2010.10341v3 · Xiantong Zhen, Yingjun Du, Huan Xiong et al.2020 · 22 citationsarXiv
Learning to Learn with Variational Information Bottleneck for Domain Generalization2007.07645v1 · Yingjun Du, Jun Xu, Huan Xiong et al.2020 · 148 citationsarXiv
Learning to Learn Kernels with Variational Random Features2006.06707v2 · Xiantong Zhen, Haoliang Sun, Yingjun Du et al.2020 · 17 citationsarXiv
Conditional Variational Image Deraining.32365032 · Du, Yingjun, Xu, Jun, Zhen, Xiantong et al.2024 · 91 citationsIEEE transactions on image processing : a publication of the IEEE Signal Processing Society. 2020
Career total: 43 works. 27 are in this corpus.
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