Researcher — paper.dinq.me

2026 顶会论文

作者位次 #6/6ICML 2026Poster· Deep Learning / Graph Neural Networks

PromptDyG: Test-Time Prompt Adaptation on Dynamic Graphs

Guoguo Ai · Chaoxi Niu · Hui Yan · Joey Tianyi Zhou · Yew Soon ONG · Guansong Pang

OpenReview

作者位次 #5/5ICML 2026Poster· Deep Learning / Graph Neural Networks

Normality Calibration in Semi-supervised Graph Anomaly Detection

Guolei Zeng · Hezhe Qiao · Guoguo Ai · Jinsong Guo · Guansong Pang

OpenReview

作者位次 #9/9ICML 2026Poster· Social Aspects / Privacy

FedHPro: Federated Hyper-Prototype Learning via Gradient Matching

Huan Wang · Jun Shen · Haoran Li · Zhenyu Yang · Jun Yan · Ousman Manjang · Yanlong Zhai · Di Wu · Guansong Pang

安全社会与人本OpenReview

作者位次 #6/7ICML 2026Spotlight· Deep Learning / Foundation Models

FedPissa: Towards Federated Personalized Adaptation of Foundation Models via LoRA Subspace Mapping

Wenwen He · Wenke Huang · Yi Liu · Jian Liang · Xirui Li · Guansong Pang · Mang Ye

对齐与偏好效率与系统OpenReview

作者位次 #6/6ICML 2026Poster· Deep Learning / Sequential Models, Time series

IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection

Xiaohui Zhou · Yijie Wang · Hongzuo Xu · Weixuan Liang · Xiaoli Li · Guansong Pang

OpenReview

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

Domain-Skewed Federated Learning with Feature Decoupling and Calibration

Huan Wang · Jun Shen · Jun Yan · Guansong Pang

多模态OpenReview 项目页

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

Unleashing Vision-Language Semantics for Deepfake Video Detection

Jiawen Zhu · Yunqi Miao · Xueyi Zhang · Jiankang Deng · Guansong Pang

多模态OpenReview 项目页

作者位次 #5/5KDD 2026Oral· Knowledge Discovery & Data Mining

TimeRadar: A Domain-Rotatable Foundation Model for Time Series Anomaly Detection

Hui He · Hezhe Qiao · Yutong Chen · Kun Yi · Guansong Pang

检索与知识OpenReview

作者位次 #3/6KDD 2026Oral· Knowledge Discovery & Data Mining

LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection

Dezheng Wang · Tong Chen · Guansong Pang · Congyan Chen · Shihua Li · Hongzhi Yin

检索与知识OpenReview

作者位次 #3/5KDD 2026Oral· Knowledge Discovery & Data Mining

AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds

Qizhou Wang · Hanxun Huang · Guansong Pang · Sarah Monazam Erfani · Christopher Leckie

多模态数据与预训练检索与知识OpenReview

作者位次 #2/5AAAI 2026Poster· Artificial Intelligence

MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models

Zihan Wang · Guansong Pang · Wenjun Miao · Jin Zheng · Xiao Bai

安全多模态OpenReview

作者位次 #5/6AAAI 2026Poster· Artificial Intelligence

TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos

Lingru Zhou · Peng Wu · Manqing Zhang · Qingsheng Wang · Guansong Pang · Peng Wang

多模态推理OpenReview

Guansong Pang

获取完整研究档案

联系方式

2026 顶会论文

PromptDyG: Test-Time Prompt Adaptation on Dynamic Graphs

Normality Calibration in Semi-supervised Graph Anomaly Detection

FedHPro: Federated Hyper-Prototype Learning via Gradient Matching

FedPissa: Towards Federated Personalized Adaptation of Foundation Models via LoRA Subspace Mapping

IMPACT: Influence Modeling for Open-Set Time Series Anomaly Detection

Domain-Skewed Federated Learning with Feature Decoupling and Calibration

Unleashing Vision-Language Semantics for Deepfake Video Detection

TimeRadar: A Domain-Rotatable Foundation Model for Time Series Anomaly Detection

LEFT: Learnable Fusion of Tri-view Tokens for Unsupervised Time Series Anomaly Detection

AUDETER: A Large-scale Dataset for Deepfake Audio Detection in Open Worlds

MTAttack: Multi-Target Backdoor Attacks Against Large Vision-Language Models

TargetVAU: Multimodal Anomaly-Aware Reasoning for Target Behavior Understanding in Videos

常见合作者