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• Bootstrapping Heterogeneous Graph Representation Learning via Large Language Models: A Generalized Approach

  Hang Gao, Chenhao Zhang, Fengge Wu, Changwen Zheng, Junsuo Zhao, Huaping Liu

  16717-16726

  2025-04-11

• Relation-Aware Neighborhood Matching Model for Entity Alignment

  Yao Zhu, Hongzhi Liu, Zhonghai Wu, Yingpeng Du

  4749-4756

  2021-05-18

• From GARCH to Neural Network for Volatility Forecast

  Pengfei Zhao, Haoren Zhu, Wilfred Siu Hung NG, Dik Lun Lee

  16998-17006

  2024-03-24

• Anchor-Driven Nyström for Deep Graph-Level Clustering

  Jiaxin Wang, Wenxuan Tu, Lingren Wang, Jieren Cheng, Yue Yang

  26260-26268

  2026-03-14

• Dehaze-RetinexGAN: Real-World Image Dehazing via Retinex-based Generative Adversarial Network

  Xinran Wang, Guang Yang, Tian Ye, Yun Liu

  7997-8005

  2025-04-11

• Robust Domain Adaptive Hashing via Structural Noise Modeling and Correction

  Junsheng Wang, Tiantian Gong, Yeyun Wu, Xiaobing Sun

  15841-15849

  2026-03-14

• Are You Concerned about Limited Function Evaluations: Data-Augmented Pareto Set Learning for Expensive Multi-Objective Optimization

  Yongfan Lu, Bingdong Li, Aimin Zhou

  14202-14210

  2024-03-24

• Swap Stability in Schelling Games on Graphs

  Aishwarya Agarwal, Edith Elkind, Jiarui Gan, Alexandros Voudouris

  1758-1765

  2020-04-03

• DSCodeBench: A Realistic Benchmark for Data Science Code Generation

  Shuyin Ouyang, Dong HUANG, Jingwen Guo, Zeyu Sun, Qihao Zhu, Jie M. Zhang

  32628-32636

  2026-03-14

• Power of Diversity: Enhancing Data-Free Black-Box Attack with Domain-Augmented Learning

  Yang Wei, Jingyu Tan, Guowen Xu, Zhuoran Ma, Zhuo Ma, Bin Xiao

  8304-8312

  2025-04-11

• Fusing Pruned and Backdoored Models: Optimal Transport-based Data-free Backdoor Mitigation

  Weilin Lin, Li Liu, Jianze Li, Hui Xiong

  26299-26307

  2025-04-11

• Automated Data Cleansing through Meta-Learning

  Ian Gemp, Georgios Theocharous, Mohammad Ghavamzadeh

  4760-4761

  2017-02-11

• LatestEval: Addressing Data Contamination in Language Model Evaluation through Dynamic and Time-Sensitive Test Construction

  Yucheng Li, Frank Guerin, Chenghua Lin

  18600-18607

  2024-03-24

• Scaling Towards the Information Boundary of Instructions through Data Synthesizing

  Li Du, Hanyu Zhao, Yiming Ju, Tengfei Pan

  30566-30574

  2026-03-14

• SAT-based Decision Tree Learning for Large Data Sets

  Andre Schidler, Stefan Szeider

  3904-3912

  2021-05-18

• A Neural Group-wise Sentiment Analysis Model with Data Sparsity Awareness

  Deyu Zhou, Meng Zhang, Linhai Zhang, Yulan He

  14594-14601

  2021-05-18

• Creating Interpretable Data-Driven Approaches for Remote Health Monitoring

  Alireza Ghods

  15712-15713

  2021-05-18

• Reflect Then Learn: Active Prompting for Information Extraction Guided by Introspective Confusion

  Dong Zhao, Yadong Wang, Xiang Chen, Chenxi Wang, Hongliang Dai, Chuanxing Geng, Shengzhong Zhang, Shao-Yuan Li, Sheng-Jun Huang

  34923-34931

  2026-03-14

• Unveiling the Impact of Coding Data Instruction Fine-Tuning on Large Language Models Reasoning

  Xinlu Zhang, Zhiyu Zoey Chen, Xi Ye, Xianjun Yang, Lichang Chen, William Yang Wang, Linda Ruth Petzold

  25949-25957

  2025-04-11

• Preference Is More than Comparisons: Rethinking Dueling Bandits with Augmented Human Feedback

  Shengbo Wang, Hong Sun, Ke Li

  26453-26461

  2026-03-14

• Parsing All Adverse Scenes: Severity-Aware Semantic Segmentation with Mask-Enhanced Cross-Domain Consistency

  Fuhao Li, Ziyang Gong, Yupeng Deng, Xianzheng Ma, Renrui Zhang, Zhenming Ji, Xiangwei Zhu, Hong Zhang

  13483-13491

  2024-03-24

• Transfer Learning for Cross-Language Text Categorization through Active Correspondences Construction

  Joey Zhou, Sinno Pan, Ivor Tsang, Shen-Shyang Ho

  2016-03-02

• Regression over Classification: Assessing Image Aesthetics via Multimodal Large Language Models

  Xingyuan Ma, Shuai He, Anlong Ming, Haobin Zhong, Huadong Ma

  7827-7835

  2026-03-14

• MPTSNet: Integrating Multiscale Periodic Local Patterns and Global Dependencies for Multivariate Time Series Classification

  Yang Mu, Muhammad Shahzad, Xiao Xiang Zhu

  19572-19580

  2025-04-11

• HFR-MKGC: Hierarchical Fusion Reasoning with MLLMs for Multi-modal Knowledge Graph Completion

  Di Wang, Junping Du, Zhe Xue, Meiyu Liang, Guanhua Ye, Yingxia Shao, Haisheng Li

  15815-15823

  2026-03-14