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• Structured IB: Improving Information Bottleneck with Structured Feature Learning

  Hanzhe Yang, Youlong Wu, Dingzhu Wen, Yong Zhou, Yuanming Shi

  21922-21928

  2025-04-11

• Diffusion-calibrated Continual Test-time Adaptation

  Xu Yang, Moqi Li, Kun Wei

  27684-27692

  2026-03-14

• FOCUS: Towards Universal Foreground Segmentation

  Zuyao You, Lingyu Kong, Lingchen Meng, Zuxuan Wu

  9580-9588

  2025-04-11

• Content-aware Information Compression and Selection for Whole Slide Image Analysis

  Tingting Zheng, Hongxun Yao, Sicheng Zhao, Yi Xiao

  13458-13466

  2026-03-14

• Mastering Context-to-Label Representation Transformation for Event Causality Identification with Diffusion Models

  Hieu Man, Franck Dernoncourt, Thien Huu Nguyen

  18760-18768

  2024-03-24

• GenPRM: Scaling Test-Time Compute of Process Reward Models via Generative Reasoning

  Jian Zhao, Runze Liu, Kaiyan Zhang, Zhimu Zhou, Junqi Gao, Dong Li, Jiafei Lyu, Zhouyi Qian, Biqing Qi, Xiu Li, Bowen Zhou

  34932-34940

  2026-03-14

• Revisiting Cross-Architecture Distillation: Adaptive Dual-Teacher Transfer for Lightweight Video Models

  Ying Peng, Hongsen Ye, Changxin Huang, Xiping Hu, Jian Chen, Runhao Zeng

  8367-8375

  2026-03-14

• GraLSP: Graph Neural Networks with Local Structural Patterns

  Yilun Jin, Guojie Song, Chuan Shi

  4361-4368

  2020-04-03

• Bidirectional Noise Injection: Enhancing Diffusion Models via Coordinated Input-Output Perturbation

  Tianyi Zheng, Jiayang Gao, Peng-Tao Jiang, Fengxiang Yang, Ben Wan, Hao Zhang, Jinwei Chen, Jia Wang, Bo Li

  28866-28874

  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

• 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

• When Top-ranked Recommendations Fail: Modeling Multi-Granular Negative Feedback for Explainable and Robust Video Recommendation

  Siran Chen, Boyu Chen, Chenyun Yu, Yi Ouyang, Lei Cheng, Chengxiang Zhuo, Zang Li, Yali Wang

  20262-20270

  2026-03-14

• Multi-Scale Graph Learning for Anti-Sparse Downscaling

  Yingda Fan, Runlong Yu, Janet R. Barclay, Alison P. Appling, Yiming Sun, Yiqun Xie, Xiaowei Jia

  27969-27977

  2025-04-11

• Multimodal Graph Representation Learning with Dynamic Information Pathways

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

  14829-14837

  2026-03-14

• Chasing Fairness in Graphs: A GNN Architecture Perspective

  Zhimeng Jiang, Xiaotian Han, Chao Fan, Zirui Liu, Na Zou, Ali Mostafavi, Xia Hu

  21214-21222

  2024-03-24

• 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

• 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

• DSCF: Dual-Source Counterfactual Fusion for High-Dimensional Combinatorial Interventions

  Jitong Dou, Lingrui Luo, Bing Zhu, Hengliang Luo, Mingjun Zhong, Yurong Cheng

  20879-20886

  2026-03-14

• 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

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

  Angela Chen, Nicholas Gisolfi, Artur Dubrawski

  23449-23450

  2024-03-24

• Locally Convex Global Loss Network for Decision-Focused Learning

  Haeun Jeon, Hyunglip Bae, Minsu Park, Chanyeong Kim, Woo Chang Kim

  26805-26812

  2025-04-11

• ARDiff: Anisotropic Residual Diffusion for Heterogeneous Graph Learning

  Yong Chen, Li Li, Nannan Zong, Zhihui Liu, Song-Zhi Su

  14592-14600

  2026-03-14

• How to Re-enable PDE Loss for Physical Systems Modeling Under Partial Observation

  Haodong Feng, Yue Wang, Dixia Fan

  182-190

  2025-04-11

• Constrained Online Convex Optimization with Memory and Predictions

  Mohammed Abdullah, George Iosifidis, Salah Eddine Elayoubi, Tijani Chahed

  19524-19532

  2026-03-14

• Sortblock: Similarity-Aware Feature Reuse for Diffusion Model

  Hanqi Chen, Xu Zhang, Xiaoliu Guan, Lielin Jiang, Guanzhong Wang, Zeyu Chen, Yi Liu

  2859-2867

  2026-03-14