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• Causally-Grounded Dual-Path Attention Intervention for Object Hallucination Mitigation in LVLMs

  Liu Yu, Zhonghao Chen, Ping Kuang, Zhikun Feng, Fan Zhou, Lan Wang, Gillian Dobbie

  36021-36029

  2026-03-14

• Cog-RAG: Cognitive-Inspired Dual-Hypergraph with Theme Alignment Retrieval-Augmented Generation

  Hao Hu, Yifan Feng, Ruoxue Li, Rundong Xue, Xingliang Hou, Zhiqiang Tian, Yue Gao, Shaoyi Du

  31032-31040

  2026-03-14

• Hypergraph-Based Multi-View Multi-Label Classification via Adaptive High-Order Semantic Fusion

  Yi Shan, Liyang Gao, Yuena Lin, Zhen Yang, Gengyu Lyu, Honggui Han

  25269-25277

  2026-03-14

• Intervention-Aware Time Series Modeling: Capturing and Evaluating Feature Dependencies

  Ibrahim Delibasoglu, Sanjay Chakraborty, Fredrik Heintz, Mattias Tiger

  20711-20718

  2026-03-14

• Does One-Against-All or One-Against-One Improve the Performance of Multiclass Classifications?

  Robert Eichelberger, Victor Sheng

  1609-1610

  2013-06-29

• Value of Information Based on Decision Robustness

  Suming Chen, Arthur Choi, Adnan Darwiche

  2015-03-04

• Active Learning with Query Generation for Cost-Effective Text Classification

  Yi-Fan Yan, Sheng-Jun Huang, Shaoyi Chen, Meng Liao, Jin Xu

  6583-6590

  2020-04-03

• DiffMM: Efficient Method for Accurate Noisy and Sparse Trajectory Map Matching via One Step Diffusion

  Chenxu Han, Sean Bin Yang, Jilin Hu

  14783-14791

  2026-03-14

• UFID: A Unified Framework for Black-box Input-level Backdoor Detection on Diffusion Models

  Zihan Guan, Mengxuan Hu, Sheng Li, Anil Kumar Vullikanti

  27312-27320

  2025-04-11

• Blindfolded Attackers Still Threatening: Strict Black-Box Adversarial Attacks on Graphs

  Jiarong Xu, Yizhou Sun, Xin Jiang, Yanhao Wang, Chunping Wang, Jiangang Lu, Yang Yang

  4299-4307

  2022-06-28

• Bi-level Contrastive Learning for Knowledge-Enhanced Molecule Representations

  Pengcheng Jiang, Cao Xiao, Tianfan Fu, Parminder Bhatia, Taha Kass-Hout, Jimeng Sun, Jiawei Han

  352-360

  2025-04-11

• Adversarial Learning Under Hybrid Perturbations for Robust Acute Lymphoblastic Leukemia Classification

  Jie Chen, Xinyuan Liu, Xintong Liu, Jianqiang Li

  2070-2078

  2025-04-11

• Dynamic Reactive Spiking Graph Neural Network

  Han Zhao, Xu Yang, Cheng Deng, Junchi Yan

  16970-16978

  2024-03-24

• Prior Refinement Is Better: Diffusion-Driven Graph Harmonization for Federated Graph Learning

  Shuman Zhuang, Zhihao Wu, Wei Huang, Luojun Lin, Jia-Li Yin, Lele Fu, Hong-Ning Dai

  29241-29250

  2026-03-14

• Towards Trustworthy Knowledge Graph Reasoning: An Uncertainty Aware Perspective

  Bo Ni, Yu Wang, Lu Cheng, Erik Blasch, Tyler Derr

  12417-12425

  2025-04-11

• Collaborative Consortium of Foundation Models for Open-World Few-Shot Learning

  Shuai Shao, Yu Bai, Yan Wang, Baodi Liu, Bin Liu

  4740-4747

  2024-03-24

• PDE+: Enhancing Generalization via PDE with Adaptive Distributional Diffusion

  Yige Yuan, Bingbing Xu, Bo Lin, Liang Hou, Fei Sun, Huawei Shen, Xueqi Cheng

  16614-16622

  2024-03-24

• Simple and Efficient Heterogeneous Graph Neural Network

  Xiaocheng Yang, Mingyu Yan, Shirui Pan, Xiaochun Ye, Dongrui Fan

  10816-10824

  2023-06-26

• Multiplex Graph Representation Learning via Common and Private Information Mining

  Yujie Mo, Zongqian Wu, Yuhuan Chen, Xiaoshuang Shi, Heng Tao Shen, Xiaofeng Zhu

  9217-9225

  2023-06-26

• Higher-Order Graph Convolutional Network with Flower-Petals Laplacians on Simplicial Complexes

  Yiming Huang, Yujie Zeng, Qiang Wu, Linyuan Lü

  12653-12661

  2024-03-24

• Frequency-Aware Vision-Language Multimodality Generalization Network for Remote Sensing Image Classification

  Junjie Zhang, Feng Zhao, Hanqiang Liu, Jun Yu

  12564-12572

  2026-03-14

• Imagine with Layout and Sketch: Enhancing Vision-Language Retrieval with Dual-Stream Multi-Modal Query Refinement

  GuangHao Meng, Jinpeng Wang, Qian-Wei Wang, XuDong Ren, Dan Zhao

  7972-7980

  2026-03-14

• Image Restoration via Primal Dual Hybrid Gradient and Flow Generative Model

  Ji Li, Chao Wang

  6154-6162

  2026-03-14

• Distributed Primal-Dual Optimization for Online Multi-Task Learning

  Peng Yang, Ping Li

  6631-6638

  2020-04-03

• AirNet: A Calibration Model for Low-Cost Air Monitoring Sensors Using Dual Sequence Encoder Networks

  Haomin Yu, Qingyong Li, Yangli-ao Geng, Yingjun Zhang, Zhi Wei

  1129-1136

  2020-04-03