Researcher — paper.dinq.me

2026 顶会论文

作者位次 #9/9NeurIPS 2026Poster· Social Aspects / Trustworthy Machine Learning

Consistency-Verified Backdoor Defense for Federated Graph Learning via Cross-Layer Drift

Yanwen Jia · Yinuo Zhang · Zitong Shi · Yuxin Wu · Zihan Tan · Xuankun Rong · Liangtao Zheng · Wenke Huang · Mang Ye

安全社会与人本OpenReview

作者位次 #9/9NeurIPS 2026Poster· Deep Learning / Graph Neural Networks

E²Gen: Evidential Energy-Based Generation for Fair Federated Graph Learning

Jingbo Wang · Zitong Shi · Yuxin Wu · Zihan Tan · Qiqi Lin · Xuankun Rong · Liangtao Zheng · Wenke Huang · Mang Ye

OpenReview

作者位次 #4/5NeurIPS 2026Poster

Bridging Sequence and Structure with Unified Domain Adaptation for Drug-Target Interaction Prediction

Mingcan Yuan · He Li · Zhiyi Ju · Mang Ye · Qingxiong Tan

OpenReview

作者位次 #5/5NeurIPS 2026Poster

Neighbor-Aware Snapshot-Based Temporal Graph Learning

Jinxi Yang · He Li · Wei Yu · Xingyu Gao · Mang Ye

OpenReview

作者位次 #4/4NeurIPS 2026Poster

SCG-HF: Semantic Consistency Grouping for Hierarchical Fusion in Video Emotion Recognition

Muci Li · Yujing Rao · He Li · Mang Ye

多模态OpenReview

作者位次 #5/5NeurIPS 2026Poster· Computer Vision / Vision Models & Multimodal

PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs

Wuxuan Shi · Haotian Chen · He Li · Qiang Yang · Mang Ye

多模态效率与系统OpenReview

作者位次 #6/6NeurIPS 2026Poster

Aligned LoRA Updates via Intrinsic Geometry for Federated Low-Rank Adaptation

Yihao Yang · Jian Liang · Wenke Huang · He Li · Xingyu Gao · Mang Ye

效率与系统对齐与偏好OpenReview

作者位次 #5/5NeurIPS 2026Poster

One-Shot Federated Graph Learning via High-Fidelity Proxies and Transferability-Guided Collaboration

Jia Jiang · Zihan Tan · Wenke Huang · Bin Yang · Mang Ye

OpenReview

作者位次 #5/5NeurIPS 2026Poster

Prototype Topology Consistency for Visible-Infrared Lifelong Person Re-Identification

Tan Shang · Zhijie Lu · Wuxuan Shi · He Li · Mang Ye

OpenReview

作者位次 #6/6NeurIPS 2026Poster

View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification

Zhongao Zhou · Bin Yang · Yuxuan Zhao · Yudi Xie · Jun Chen · Mang Ye

OpenReview

作者位次 #6/6NeurIPS 2026Spotlight

Complexity-Aware LoRA Aggregation for Modality-Heterogeneous Federated Person Re-identification

Kunyang Lv · Wenke Huang · Wenwen He · Bin Yang · Bo Du · Mang Ye

效率与系统OpenReview

作者位次 #7/7NeurIPS 2026Poster· Computer Vision / Vision Models & Multimodal

Listening to the Retriever: Perturbation-Sensitive Question Selection for Interactive Person Retrieval

Yunhui Shao · Yang Bai · Shuai You · Bin Yang · Jie Qiao · Min Cao · Mang Ye

多模态检索与知识OpenReview

Mang Ye

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2026 顶会论文

Consistency-Verified Backdoor Defense for Federated Graph Learning via Cross-Layer Drift

E²Gen: Evidential Energy-Based Generation for Fair Federated Graph Learning

Bridging Sequence and Structure with Unified Domain Adaptation for Drug-Target Interaction Prediction

Neighbor-Aware Snapshot-Based Temporal Graph Learning

SCG-HF: Semantic Consistency Grouping for Hierarchical Fusion in Video Emotion Recognition

PRISM: Spectral Pruning and Reconstruction for Parameter-Efficient Model Merging of MLLMs

Aligned LoRA Updates via Intrinsic Geometry for Federated Low-Rank Adaptation

One-Shot Federated Graph Learning via High-Fidelity Proxies and Transferability-Guided Collaboration

Prototype Topology Consistency for Visible-Infrared Lifelong Person Re-Identification

View-Spectral Reconciliation Learning for Text-based Multispectral Aerial–Ground Person Re-Identification

Complexity-Aware LoRA Aggregation for Modality-Heterogeneous Federated Person Re-identification

Listening to the Retriever: Perturbation-Sensitive Question Selection for Interactive Person Retrieval

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