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• SCCS: Deep Neural Spectral Clustering for Self-Supervised Subcellular Structure Segmentation

  Jimao Jiang, Diya Sun, Tianbing Wang, Yuru Pei

  4003-4011

  2025-04-11

• Acoustic-to-Hyper-Spectral: Hyper-Spectral Image Construction from Frequency Spectrums Through Simulated Annealing (Student Abstract)

  Ruth-Emely Pierau, Alaster Meehan, Hamid Rezatofighi, Peter J. Stuckey

  29466-29468

  2025-04-11

• SRACG: A Code Generation Framework with Selective Retrieval Augmentation

  Mengzhen Wang, Shukai Ma, Songwen Gong, Jiexin Wang, Ruolin Chen, Liuwen Cao, Yi Cai

  33584-33592

  2026-03-14

• Domain Generalisation with Domain Augmented Supervised Contrastive Learning (Student Abstract)

  Hoang Son Le, Rini Akmeliawati, Gustavo Carneiro

  15821-15822

  2021-05-18

• Label-Specific Feature Augmentation for Long-Tailed Multi-Label Text Classification

  Pengyu Xu, Lin Xiao, Bing Liu, Sijin Lu, Liping Jing, Jian Yu

  10602-10610

  2023-06-26

• Dual-Perspective Knowledge Enrichment for Semi-supervised 3D Object Detection

  Yucheng Han, Na Zhao, Weiling Chen, Keng Teck Ma, Hanwang Zhang

  2049-2057

  2024-03-24

• CATCH: A Controllable Theme Detection Framework with Contextualized Clustering and Hierarchical Generation

  Rui Ke, Jiahui Xu, Shenghao Yang, Kuang Wang, Feng Jiang, Haizhou Li

  31419-31428

  2026-03-14

• MCMoE: Completing Missing Modalities with Mixture of Experts for Incomplete Multimodal Action Quality Assessment

  Huangbiao Xu, Huanqi Wu, Xiao Ke, Junyi Wu, Rui Xu, Jinglin Xu

  11241-11249

  2026-03-14

• TrustUQA: A Trustful Framework for Unified Structured Data Question Answering

  Wen Zhang, Long Jin, Yushan Zhu, Jiaoyan Chen, Zhiwei Huang, Junjie Wang, Yin Hua, Lei Liang, Huajun Chen

  25931-25939

  2025-04-11

• A Computable Definition of the Spectral Bias

  Jonas Kiessling, Filip Thor

  7168-7175

  2022-06-28

• Understanding the Generalization Performance of Spectral Clustering Algorithms

  Shaojie Li, Sheng Ouyang, Yong Liu

  8614-8621

  2023-06-26

• Optimal Control Operator Perspective and a Neural Adaptive Spectral Method

  Mingquan Feng, Zhijie Chen, Yixin Huang, Yizhou Liu, Junchi Yan

  14567-14575

  2025-04-11

• Learning to Enhance Visual Quality via Hyperspectral Domain Mapping (Student Abstract)

  Harsh Sinha, Aditya Mehta, Murari Mandal, Pratik Narang

  15895-15896

  2021-05-18

• RoPDA: Robust Prompt-Based Data Augmentation for Low-Resource Named Entity Recognition

  Sihan Song, Furao Shen, Jian Zhao

  19017-19025

  2024-03-24

• Learning Deep Representations for Graph Clustering

  Fei Tian, Bin Gao, Qing Cui, Enhong Chen, Tie-Yan Liu

  2014-06-21

• SelectAugment: Hierarchical Deterministic Sample Selection for Data Augmentation

  Shiqi Lin, Zhizheng Zhang, Xin Li, Zhibo Chen

  1604-1612

  2023-06-26

• Dual-branch Spatial-Temporal Self-supervised Representation for Enhanced Road Network Learning

  Qinghong Guo, Yu Wang, Ji Cao, Tongya Zheng, Junshu Dai, Bingde Hu, Shunyu Liu, Canghong Jin

  38524-38532

  2026-03-14

• Rethinking Data Augmentation for Single-Source Domain Generalization in Medical Image Segmentation

  Zixian Su, Kai Yao, Xi Yang, Kaizhu Huang, Qiufeng Wang, Jie Sun

  2366-2374

  2023-06-26

• Dual Low-Rank Graph Autoencoder for Semantic and Topological Networks

  Zhaoliang Chen, Zhihao Wu, Shiping Wang, Wenzhong Guo

  4191-4198

  2023-06-26

• CoDe: Communication Delay-Tolerant Multi-Agent Collaboration via Dual Alignment of Intent and Timeliness

  Shoucheng Song, Youfang Lin, Sheng Han, Chang Yao, Hao Wu, Shuo Wang, Kai Lv

  23304-23312

  2025-04-11

• AutoSGNN: Automatic Propagation Mechanism Discovery for Spectral Graph Neural Networks

  Shibing Mo, Kai Wu, Qixuan Gao, Xiangyi Teng, Jing Liu

  19493-19502

  2025-04-11

• Supportive Negatives Spectral Augmentation for Source-Free Cross-Domain Segmentation

  Kexin Zheng, Haifeng Xia, Siyu Xia, Ming Shao, Zhengming Ding

  10573-10581

  2025-04-11

• DEALT: LLM-driven Diversity-Enhanced Data Augmentation for Long-Tail Text Classification

  Wayne Lu, Xiaoxi Cui

  32338-32346

  2026-03-14

• Contrastive Pre-training with Adversarial Perturbations for Check-In Sequence Representation Learning

  Letian Gong, Youfang Lin, Shengnan Guo, Yan Lin, Tianyi Wang, Erwen Zheng, Zeyu Zhou, Huaiyu Wan

  4276-4283

  2023-06-26

• Semantic-Aware Data Augmentation for Text-to-Image Synthesis

  Zhaorui Tan, Xi Yang, Kaizhu Huang

  5098-5107

  2024-03-24