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2026 顶会论文

作者位次 #3/4ICLR 2026Poster· Applications / Neuroscience, Cognitive Science

Accelerating Benchmarking of Functional Connectivity Modeling via Structure-aware Core-set Selection

Ling Zhan · Zhen Li · Jun-Jie Huang · Tao Jia

评测与基准OpenReview

作者位次 #2/4SIGIR 2026Oral· Information Retrieval (Full)

Inductive Dual-Polarity Modeling via Static–Dynamic Disentanglement for Dynamic Signed Networks

Yikang Hou · Jun-Jie Huang · Yijun Ran · Tao Jia

摘要

Dynamic signed networks (DSNs) are common in online platforms, where time-stamped positive and negative relations evolve over time. A core task in DSNs is dynamic edge prediction, which forecasts future relations by jointly modeling edge existence and polarity (positive, negative, or non-existent...

安全可解释性效率与系统OpenReview

作者位次 #4/6AAAI 2026Poster· Artificial Intelligence

SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context

Shuyuan Lin · Hailiang Liao · Qiang Qi · Jun-Jie Huang · Taotao Lai · Jian Weng

OpenReview

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

CLUENet: Cluster Attention Makes Neural Networks Have Eyes

Xiangshuai Song · Jun-Jie Huang · Tianrui Liu · KE LIANG · Chang Tang

OpenReview

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

Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation

Qisen Chai · Yansong Wang · Jun-Jie Huang · Tao Jia

推理智能体与工具效率与系统OpenReview

作者位次 #4/7AAAI 2026Poster· Artificial Intelligence

Enhancing Kernel Power $K$-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method

Yixi Chen · Weixuan Liang · Tianrui Liu · Jun-Jie Huang · Ao Li · Xueling Zhu · Xinwang Liu

OpenReview

作者位次 #3/6AAAI 2026Poster· Artificial Intelligence

MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration

Shuyuan Lin · Wenwu Peng · Jun-Jie Huang · Qiang Qi · Miaohui Wang · Jian Weng

OpenReview

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

LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation

Guo Chen · Jun-Jie Huang · Huaijin Xie · Fei Sun · Tao Jia

推理检索与知识OpenReview

Jun-Jie Huang

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2026 顶会论文

Accelerating Benchmarking of Functional Connectivity Modeling via Structure-aware Core-set Selection

Inductive Dual-Polarity Modeling via Static–Dynamic Disentanglement for Dynamic Signed Networks

SC-Net: Robust Correspondence Learning via Spatial and Cross-Channel Context

CLUENet: Cluster Attention Makes Neural Networks Have Eyes

Learning to Compress Graphs via Dual Agents for Consistent Topological Robustness Evaluation

Enhancing Kernel Power $K$-means: Scalable and Robust Clustering with Random Fourier Features and Possibilistic Method

MCI-Net: A Robust Multi-Domain Context Integration Network for Point Cloud Registration

LiR3AG: A Lightweight Rerank Reasoning Strategy Framework for Retrieval-Augmented Generation

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