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2026 顶会论文

作者位次 #8/9ICLR 2026Poster

Transformers with Endogenous In-Context Learning: Bias Characterization and Mitigation

Haotian Wang · Hao Zou · Haoxuan Li · Haoang Chi · Yang Shi · Yuanxing Zhang · Wenjing Yang · Xinwang Liu · Zhouchen Lin

社会与人本理论与学习动力学OpenReview

作者位次 #11/12KDD 2026Oral· Knowledge Discovery & Data Mining

Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation

Xinpeng Lv · Yunxin Mao · Renzhe Xu · Jinxuan Yang · Chunyuan Zheng · Yuanlong Chen · Wanrong Huang · Shaowu Yang · Wenjing Yang · Peng Cui · Xinwang Liu · Haotian Wang

检索与知识社会与人本OpenReview

作者位次 #8/9KDD 2026Oral· Knowledge Discovery & Data Mining

SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis

Songhan Wang · Haoang Chi · He Li · Zhiheng Zhang · Jiayan Yuan · Cheems Wang · Hao Peng · Xinwang Liu · Wenjing Yang

智能体与工具检索与知识OpenReview

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

Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations

Junsong Chen · Jiyuan Liu · Suyuan Liu · Wei Zhang · Ao Li · En Zhu · Xinwang Liu

可解释性多模态OpenReview

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

Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering

Renxiang Guan · Junhong Li · Siwei Wang · Tianrui Liu · Dayu Hu · Miaomiao Li · Xinwang Liu

OpenReview

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

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning

Lingyuan Meng · Ke Liang · Hao Yu · Haotian Wang · Miaomiao Li · Xinwang Liu

检索与知识OpenReview

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

TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models

Hao Yu · Ke Liang · Junxian Duan · Jun Wang · Siwei Wang · Chuan Ma · Xinwang Liu

多模态安全OpenReview

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

Parameter-Free Clustering via Self-Supervised Consensus Maximization

Lijun Zhang · Suyuan Liu · Siwei Wang · Shengju Yu · Xueling Zhu · Miaomiao Li · Xinwang Liu

OpenReview

作者位次 #8/9AAAI 2026Poster· Artificial Intelligence

Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation

Taichun Zhou · Siwei Wang · Zhibin Dong · Jiaqi Jin · Ke Liang · Baili Xiao · Miaomiao Li · Xinwang Liu · En Zhu

对齐与偏好强化学习与后训练OpenReview

Xinwang Liu

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2026 顶会论文

Transformers with Endogenous In-Context Learning: Bias Characterization and Mitigation

Beyond Independent Manipulation: Individual Fairness-aware Strategic Classification with Peer Imitation

SpaCellAgent: A Self-Evolving LLM-Based Multi-Agent Framework for Trajectory Analysis

Sample-specific Modality Diagnosis and Cross-modal Enhancement for Incomplete Multimodal Representations

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

Graph Masked Autoencoder for Multi-view Remote Sensing Data Clustering

Make Model Transparent: Brain Network Analysis via Causal and Knowledge Graph Learning

TVChain: Leveraging Textual-Visual Prompt Chains for Jailbreaking Large Vision-Language Models

Parameter-Free Clustering via Self-Supervised Consensus Maximization

Hierarchical Cross-View Alignment for Multi-View Clustering via Decoupled Information Distillation

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