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• GCAD: Anomaly Detection in Multivariate Time Series from the Perspective of Granger Causality

  Zehao Liu, Mengzhou Gao, Pengfei Jiao

  19041-19049

  2025-04-11

• Variable Importance in High-Dimensional Settings Requires Grouping

  Ahmad Chamma, Bertrand Thirion, Denis Engemann

  11195-11203

  2024-03-24

• Structured Probabilistic Coding

  Dou Hu, Lingwei Wei, Yaxin Liu, Wei Zhou, Songlin Hu

  12491-12501

  2024-03-24

• Monocular 3D Object Detection with Decoupled Structured Polygon Estimation and Height-Guided Depth Estimation

  Yingjie Cai, Buyu Li, Zeyu Jiao, Hongsheng Li, Xingyu Zeng, Xiaogang Wang

  10478-10485

  2020-04-03

• Multimodal Graph Representation Learning with Dynamic Information Pathways

  Xiaobin Hong, Mingkai Lin, Xiaoli Wang, Chaoqun Wang, Wenzhong Li

  14829-14837

  2026-03-14

• KCLNet: Electrically Equivalence-Oriented Graph Representation Learning for Analog Circuits

  Peng Xu, Yapeng Li, Tinghuan Chen, Tsung-Yi Ho, Bei Yu

  1355-1363

  2026-03-14

• Do We Need Perfect Data? Leveraging Noise for Domain Generalized Segmentation

  Taeyeong Kim, SeungJoon Lee, Jung Uk Kim, MyeongAh Cho

  5717-5725

  2026-03-14

• Is the Information Bottleneck Robust Enough? Towards Label-Noise Resistant Information Bottleneck Learning

  Yi Huang, Qingyun Sun, Yisen Gao, Haonan Yuan, Xingcheng Fu, Jianxin Li

  22084-22091

  2026-03-14

• A Closer Look at Curriculum Adversarial Training: From an Online Perspective

  Lianghe Shi, Weiwei Liu

  14973-14981

  2024-03-24

• A Two-Stage Information Extraction Network for Incomplete Multi-View Multi-Label Classification

  Xin Tan, Ce Zhao, Chengliang Liu, Jie Wen, Zhanyan Tang

  15249-15257

  2024-03-24

• Explainable Neural Networks with Guarantee: A Sparse Estimation Approach

  Antoine Ledent, Peng Liu

  18044-18052

  2025-04-11

• Urban2Vec: Incorporating Street View Imagery and POIs for Multi-Modal Urban Neighborhood Embedding

  Zhecheng Wang, Haoyuan Li, Ram Rajagopal

  1013-1020

  2020-04-03

• SwitchTab: Switched Autoencoders Are Effective Tabular Learners

  Jing Wu, Suiyao Chen, Qi Zhao, Renat Sergazinov, Chen Li, Shengjie Liu, Chongchao Zhao, Tianpei Xie, Hanqing Guo, Cheng Ji, Daniel Cociorva, Hakan Brunzell

  15924-15933

  2024-03-24

• Conversational Learning Diagnosis via Reasoning Multi-Turn Interactive Learning

  Fangzhou Yao, Sheng Chang, Weibo Gao, Qi Liu

  34387-34395

  2026-03-14

• Identifying Query-Relevant Neurons in Large Language Models for Long-Form Texts

  Lihu Chen, Adam Dejl, Francesca Toni

  23595-23604

  2025-04-11

• OX-MABSR: A Benchmark for Open-domain Explainable Multimodal Aspect-Based Sentiment Reasoning

  Xinjing Liu, ZiXin Xue, Pengyue Lin, Xinyu Tu, Siwei Xu, Ruifan Li

  32204-32212

  2026-03-14

• You Only Read Once: Constituency-Oriented Relational Graph Convolutional Network for Multi-Aspect Multi-Sentiment Classification

  Yongqiang Zheng, Xia Li

  19715-19723

  2024-03-24

• Decoupling Continual Semantic Segmentation

  Yifu Guo, Yuquan Lu, Wentao Zhang, Zishan Xu, Dexia Chen, Siyu Zhang, Yizhe Zhang, Ruixuan Wang

  4476-4484

  2026-03-14

• Aligner²: Enhancing Joint Multiple Intent Detection and Slot Filling via Adjustive and Forced Cross-Task Alignment

  Zhihong Zhu, Xuxin Cheng, Yaowei Li, Hongxiang Li, Yuexian Zou

  19777-19785

  2024-03-24

• Learning from Interventions Using Hierarchical Policies for Safe Learning

  Jing Bi, Vikas Dhiman, Tianyou Xiao, Chenliang Xu

  10352-10360

  2020-04-03

• CondDiff-AMO: Integrating Conditional Diffusion Mechanism for Unified Amodal Mask Generation

  CaiJie Zhao, Bob Zhang

  13079-13087

  2026-03-14

• Referee-Meta-Learning for Fast Adaptation of Locational Fairness

  Weiye Chen, Yiqun Xie, Xiaowei Jia, Erhu He, Han Bao, Bang An, Xun Zhou

  21949-21957

  2024-03-24

• SimFair: Physics-Guided Fairness-Aware Learning with Simulation Models

  Zhihao Wang, Yiqun Xie, Zhili Li, Xiaowei Jia, Zhe Jiang, Aolin Jia, Shuo Xu

  22420-22428

  2024-03-24

• Generating Attribute-Aware Human Motions from Textual Prompt

  Xinghan Wang, Kun Xu, Fei Li, Cao Sheng, JiaZhong Yu, Yadong Mu

  10216-10224

  2026-03-14

• Data-Driven Discovery of Design Specifications (Student Abstract)

  Angela Chen, Nicholas Gisolfi, Artur Dubrawski

  23449-23450

  2024-03-24