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• PRISM: A Rich Class of Parameterized Submodular Information Measures for Guided Data Subset Selection

  Suraj Kothawade, Vishal Kaushal, Ganesh Ramakrishnan, Jeff Bilmes, Rishabh Iyer

  10238-10246

  2022-06-28

• Through the Dual-Prism: A Spectral Perspective on Graph Data Augmentation for Graph Classifications

  Yutong Xia, Runpeng Yu, Yuxuan Liang, Xavier Bresson, Xinchao Wang, Roger Zimmermann

  21635-21643

  2025-04-11

• Why Do Open-Source LLMs Struggle with Data Analysis? A Systematic Empirical Study

  Yuqi Zhu, Yi Zhong, Jintian Zhang, Ziheng Zhang, Shuofei Qiao, Yujie Luo, Lun Du, Da Zheng, Ningyu Zhang, Huajun Chen

  35239-35247

  2026-03-14

• Spectral Property-Driven Data Augmentation for Hyperspectral Single-Source Domain Generalization

  Taiqin Chen, Yifeng Wang, Xiaochen Feng, Zhilin Zhu, Hao Sha, Yingjian Li, Yongbing Zhang

  3038-3046

  2026-03-14

• Tokenization, Fusion, and Augmentation: Towards Fine-grained Multi-modal Entity Representation

  Yichi Zhang, Zhuo Chen, Lingbing Guo, Yajing Xu, Binbin Hu, Ziqi Liu, Wen Zhang, Huajun Chen

  13322-13330

  2025-04-11

• Graph Contrastive Learning with Joint Spectral Augmentation of Attribute and Topology

  Liang Yang, Zhenna Li, Jiaming Zhuo, Jing Liu, Ziyi Ma, Chuan Wang, Zhen Wang, Xiaochun Cao

  21983-21991

  2025-04-11

• UniHR: Hierarchical Representation Learning for Unified Knowledge Graph Link Prediction

  Zhiqiang Liu, Yin Hua, Mingyang Chen, Yichi Zhang, Zhuo Chen, Lei Liang, Wen Zhang

  15421-15429

  2026-03-14

• Spectral Feature Augmentation for Graph Contrastive Learning and Beyond

  Yifei Zhang, Hao Zhu, Zixing Song, Piotr Koniusz, Irwin King

  11289-11297

  2023-06-26

• PRISM: Privacy-Aware Routing for Adaptive Cloud–Edge LLM Inference via Semantic Sketch Collaboration

  Junfei Zhan, Haoxun Shen, Zheng Lin, Tengjiao He

  28150-28158

  2026-03-14

• MGT-Prism: Enhancing Domain Generalization for Machine-Generated Text Detection via Spectral Alignment

  Shengchao Liu, Xiaoming Liu, Chengzhengxu Li, Zhaohan Zhang, Guoxin Ma, Yu Lan, Shuai Xiao

  32132-32140

  2026-03-14

• Weighted Multi-View Spectral Clustering Based on Spectral Perturbation

  Linlin Zong, Xianchao Zhang, Xinyue Liu, Hong Yu

  2018-04-29

• K-ON: Stacking Knowledge on the Head Layer of Large Language Model

  Lingbing Guo, Yichi Zhang, Zhongpu Bo, Zhuo Chen, Mengshu Sun, Zhiqiang Zhang, Wen Zhang, Huajun Chen

  11745-11753

  2025-04-11

• HiMo-CLIP: Modeling Semantic Hierarchy and Monotonicity in Vision-Language Alignment

  Ruijia Wu, Ping Chen, Fei Shen, Shaoan Zhao, Qiang Hui, Huanlin Gao, Ting Lu, Zhaoxiang Liu, Fang Zhao, Kai Wang, Shiguo Lian

  26974-26982

  2026-03-14

• Spectral Rotation versus K-Means in Spectral Clustering

  Jin Huang, Feiping Nie, Heng Huang

  431-437

  2013-06-30

• When Do Program-of-Thought Works for Reasoning?

  Zhen Bi, Ningyu Zhang, Yinuo Jiang, Shumin Deng, Guozhou Zheng, Huajun Chen

  17691-17699

  2024-03-24

• Neural Graph Navigation for Intelligent Subgraph Matching

  Yuchen Ying, Yiyang Dai, Wenda Li, Wenjie Huang, Rui Wang, Tongya Zheng, Yu Wang, Hanyang Yuan, Mingli Song

  16181-16189

  2026-03-14

• PASA: Progressive-Adaptive Spectral Augmentation for Automated Auscultation in Data-Scarce Environments

  Ying Wang, Guoheng Huang, Xueyuan Gong, Xinxin Wang, Xiaochen Yuan

  1213-1221

  2026-03-14

• Very Important Person Localization in Unconstrained Conditions: A New Benchmark

  Xiao Wang, Zheng Wang, Toshihiko Yamasaki, Wenjun Zeng

  2809-2816

  2021-05-18

• Xiezhi: An Ever-Updating Benchmark for Holistic Domain Knowledge Evaluation

  Zhouhong Gu, Xiaoxuan Zhu, Haoning Ye, Lin Zhang, Jianchen Wang, Yixin Zhu, Sihang Jiang, Zhuozhi Xiong, Zihan Li, Weijie Wu, Qianyu He, Rui Xu, Wenhao Huang, Jingping Liu, Zili Wang, Shusen Wang, Weiguo Zheng, Hongwei Feng, Yanghua Xiao

  18099-18107

  2024-03-24

• Editing Language Model-Based Knowledge Graph Embeddings

  Siyuan Cheng, Ningyu Zhang, Bozhong Tian, Xi Chen, Qingbin Liu, Huajun Chen

  17835-17843

  2024-03-24

• S2CycleDiff: Spatial-Spectral-Bilateral Cycle-Diffusion Framework for Hyperspectral Image Super-resolution

  Jiahui Qu, Jie He, Wenqian Dong, Jingyu Zhao

  4623-4631

  2024-03-24

• Global Attribute-Association Pattern Aggregation for Graph Fraud Detection

  Mingjiang Duan, Da He, Tongya Zheng, Lingxiang Jia, Mingli Song, Xinyu Wang, Zunlei Feng

  11616-11624

  2025-04-11

• Unsupervised Cross-Spectral Stereo Matching by Learning to Synthesize

  Mingyang Liang, Xiaoyang Guo, Hongsheng Li, Xiaogang Wang, You Song

  8706-8713

  2019-07-17

• Large Graph Hashing with Spectral Rotation

  Xuelong Li, Di Hu, Feiping Nie

  2017-02-13

• Equivalence between Graph Spectral Clustering and Column Subset Selection (Student Abstract)

  Guihong Wan, Wei Mao, Yevgeniy R. Semenov, Haim Schweitzer

  23673-23675

  2024-03-24