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Gang Niu

ICLR 2026×7AAAI 2026多模态社会与人本评测与基准安全

新星分贡献者

68

一作贡献0

核心/参与40

方向广度11

合作网络12

0 一作 · 8 篇 · ICLR 2026 / AAAI 2026

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2026 顶会论文

8

作者位次 #5/6ICLR 2026Poster· General Machine Learning / Everything Else

Accessible, Realistic, and Fair Evaluation of Positive-Unlabeled Learning Algorithms

Wei Wang · Dong-Dong Wu · Ming Li · Jingxiong Zhang · Gang Niu · Masashi Sugiyama

评测与基准OpenReview

作者位次 #5/6ICLR 2026Poster· Social Aspects / Trustworthy Machine Learning

Decoupling the Class Label and the Target Concept in Machine Unlearning

Jianing ZHU · Bo Han · Jiangchao Yao · Jianliang Xu · Gang Niu · Masashi Sugiyama

安全社会与人本OpenReview

作者位次 #4/6ICLR 2026Poster· Deep Learning / Robustness

Bilateral Information-aware Test-time Adaptation for Vision-Language Models

Jingwei Sun · Jianing ZHU · Jiangchao Yao · Gang Niu · Masashi Sugiyama · Bo Han

多模态OpenReview

作者位次 #4/5ICLR 2026Poster· General Machine Learning / Everything Else

Rethinking Consistent Multi-Label Classification Under Inexact Supervision

Wei Wang · Tianhao Ma · Ming-Kun Xie · Gang Niu · Masashi Sugiyama

多模态OpenReview

作者位次 #4/5ICLR 2026Poster

Unlocking the Power of Co-Occurrence in CLIP: A DualPrompt-Driven Method for Training-Free Zero-Shot Multi-Label Classification

Ming-Kun Xie · Zhiqiang Kou · Zhongnian Li · Gang Niu · Masashi Sugiyama

作者位次 #4/5ICLR 2026Poster

Learning from Label Proportions via Proportional Value Classification

Tianhao Ma · Wei Wang · Ximing Li · Gang Niu · Masashi Sugiyama

作者位次 #6/7ICLR 2026Poster

CARPRT: Class-Aware Zero-Shot Prompt Reweighting for Vision-Language Model

Ruijiang Dong · Zesheng Ye · Jianzhong Qi · Lei Feng · Feng Liu · Gang Niu · Masashi Sugiyama

多模态OpenReview

作者位次 #3/7AAAI 2026Poster· Artificial Intelligence

Robust Learning from Noisily Labeled Long-Tailed Data via Fairness Regularizer

Jiaheng Wei · Zhaowei Zhu · Gang Niu · Tongliang Liu · Sijia Liu · Masashi Sugiyama · Yang Liu

社会与人本OpenReview

常见合作者

MSMasashi Sugiyama×8 WWWei Wang×3 JZJianing ZHU×2 BHBo Han×2 JYJiangchao Yao×2 TMTianhao Ma×2 MXMing-Kun Xie×2 DWDong-Dong Wu MLMing Li JZJingxiong Zhang JXJianliang Xu JSJingwei Sun