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2026 顶会论文

作者位次 #12/15ICLR 2026Poster· Computer Vision / Classification and Understanding

DeCo-DETR: Decoupled Cognition DETR for efficient Open-Vocabulary Object Detection

siheng wang · Yanshu Li · Bohan Hu · Zhengdao Li · HaiboZhan · Linshan Li · Weiming Liu · Ruizhi Qian · Guangxin Wu · Hao Zhang · Jifeng Shen · Piotr Koniusz · Zhengtao Yao · Junhao Dong · Qiang Sun

多模态效率与系统OpenReview

作者位次 #4/4ICLR 2026Poster· General Machine Learning / Representation Learning

Subspace Kernel Learning on Tensor Sequences

Lei Wang · Xi Ding · Yongsheng Gao · Piotr Koniusz

可解释性OpenReview

作者位次 #9/10ICLR 2026Poster

Tug-of-War No More: Harmonizing Accuracy and Robustness in Vision-Language Models via Stability-Aware Task Vector Merging

Junhao Dong · Xinghua Qu · Cong Zhang · Qi Rong Sua · Nguyen Duc Thai · Wenbo Pan · Xinfeng Li · Tongliang Liu · Piotr Koniusz · Yew-Soon Ong

安全多模态OpenReview

作者位次 #5/8ICLR 2026Poster

Math Blind: Failures in Diagram Understanding Undermine Reasoning in MLLMs

Yanpeng Sun · Shan Zhang · Wei Tang · Aotian Chen · Piotr Koniusz · Kai Zou · Yuan Xue · Anton Hengel

推理OpenReview

作者位次 #5/5CVPR 2026Poster· Computer Vision & Pattern Recognition

Hierarchically Robust Zero-shot Vision-language Models

Junhao Dong · Yifei Zhang · Hao Zhu · Yew-Soon Ong · Piotr Koniusz

多模态OpenReview 项目页

作者位次 #3/4CVPR 2026Poster· Computer Vision & Pattern Recognition

Focus on Background: Exploring SAM's Potential in Few-shot Medical Image Segmentation with Background-centric Prompting

Yuntian Bo · Yazhou Zhu · Piotr Koniusz · Haofeng Zhang

多模态社会与人本OpenReview 项目页

作者位次 #11/11KDD 2026Oral· Knowledge Discovery & Data Mining

FLASH: Fast Generative Retrieval via Autoregressive Semantic Hashing with Provably Distance Bounds

Yifei Zhang · Hao Zhu · Haoran Shi · Yanyu Chen · Xiaolin Han · Yupei Zhang · Lingyun Song · Wenxuan Wang · Chao Zhou · Xuequn Shang · Piotr Koniusz

检索与知识理论与学习动力学OpenReview

作者位次 #11/11KDD 2026Oral· Knowledge Discovery & Data Mining

When Gradient Boosting Meets Adapter: Exploring Weak Learners for Parameter-Efficient Fine-tuning of LLMs

Yifei Zhang · Hao Zhu · Haoran Shi · Junhao Dong · Lingyun Song · Xiaolin Han · Yanyu Chen · Wenxuan Wang · Han Yu · Xuequn Shang · Piotr Koniusz

强化学习与后训练效率与系统检索与知识OpenReview

作者位次 #3/4AAAI 2026Poster· Artificial Intelligence

Learning Time in Static Classifiers

Xi Ding · Lei Wang · Piotr Koniusz · Yongsheng Gao

OpenReview

作者位次 #2/2AAAI 2026Poster· Artificial Intelligence

Feature Hallucination for Self-supervised Action Recognition (Abstract Reprint)

Lei Wang · Piotr Koniusz

安全OpenReview

Piotr Koniusz

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