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• Data Poisoning Attacks against Autoregressive Models

  Scott Alfeld, Xiaojin Zhu, Paul Barford

  2016-02-21

• Time-Aware Knowledge Representations of Dynamic Objects with Multidimensional Persistence

  Baris Coskunuzer, Ignacio Segovia-Dominguez, Yuzhou Chen, Yulia R. Gel

  11678-11686

  2024-03-24

• A Plug-and-Play Quaternion Message-Passing Module for Molecular Conformation Representation

  Angxiao Yue, Dixin Luo, Hongteng Xu

  16633-16641

  2024-03-24

• Clean-Label Graph Backdoor Attack in the Node Classification Task

  Hui Xia, Xiangwei Zhao, Rui Zhang, Shuo Xu, Luming Wang

  21626-21634

  2025-04-11

• How Wide and How Deep? Mitigating Over-squashing of GNNs via Channel Capacity Constrained Estimation

  Zinuo You, Jin Zheng, John Cartlidge

  27890-27898

  2026-03-14

• NOTAM-Evolve: A Knowledge-Guided Self-Evolving Optimization Framework with LLMs for NOTAM Interpretation

  Maoqi Liu, Quan Fang, Yuhao Wu, Can Zhao, Yang Yang, Kaiquan Cai

  764-772

  2026-03-14

• DiffNR: Diffusion-Enhanced Neural Representation Optimization for Sparse-View 3D Tomographic Reconstruction

  Shiyan Su, Ruyi Zha, Danli Shi, Hongdong Li, Xuelian Cheng

  9144-9152

  2026-03-14

• MMIFEvol: Towards Evolutionary Multimodal Instruction Following

  Haoyu Wang, Sihang Jiang, Xiangru Zhu, Yuyan Chen, Xiaojun Meng, Jiansheng Wei, Yitong Wang, Yanghua Xiao

  26206-26214

  2026-03-14

• From Toxic to Trustworthy: Using Self-Distillation and Semi-supervised Methods to Refine Neural Networks

  Xianda Zhang, Baolin Zheng, Jianbao Hu, Chengyang Li, Xiaoying Bai

  16873-16880

  2024-03-24

• Physics-Informed Deformable Gaussian Splatting: Towards Unified Constitutive Laws for Time-Evolving Material Field

  Haoqin Hong, Ding Fan, Fubin Dou, Zhi-Li Zhou, Haoran Sun, Congcong Zhu, Jingrun Chen

  4725-4733

  2026-03-14

• VeriFlow: Modeling Distributions for Neural Network Verification

  Faried Abu Zaid, Daniel Neider, Mustafa Yalçıner

  28050-28058

  2026-03-14

• Difficulty Is Not Enough: Curriculum Learning for LLMs Fine-tuning Must Consider Utility

  Zishang Jiang, Jinyi Han, Tingyun Li, Xinyi Wang, Sihang Jiang, Xiaojun Meng, Jiansheng Wei, Jiaqing Liang, Yanghua Xiao

  31365-31373

  2026-03-14

• Unsupervised Domain Adaptive Salient Object Detection through Uncertainty-Aware Pseudo-Label Learning

  Pengxiang Yan, Ziyi Wu, Mengmeng Liu, Kun Zeng, Liang Lin, Guanbin Li

  3000-3008

  2022-06-28

• Unraveling Batch Normalization for Realistic Test-Time Adaptation

  Zixian Su, Jingwei Guo, Kai Yao, Xi Yang, Qiufeng Wang, Kaizhu Huang

  15136-15144

  2024-03-24

• Collaborative Synthesis of Patient Records through Multi-Visit Health State Inference

  Hongda Sun, Hongzhan Lin, Rui Yan

  19044-19052

  2024-03-24

• From Label Smoothing to Label Relaxation

  Julian Lienen, Eyke Hüllermeier

  8583-8591

  2021-05-18

• Safe Abductive Learning in the Presence of Inaccurate Rules

  Xiao-Wen Yang, Jie-Jing Shao, Wei-Wei Tu, Yu-Feng Li, Wang-Zhou Dai, Zhi-Hua Zhou

  16361-16369

  2024-03-24

• Deep Mars: CNN Classification of Mars Imagery for the PDS Imaging Atlas

  Kiri Wagstaff, You Lu, Alice Stanboli, Kevin Grimes, Thamme Gowda, Jordan Padams

  2018-04-27

• Boosting for Real-Time Multivariate Time Series Classification

  Haishuai Wang, Jun Wu

  2017-02-12

• Feature Distribution Fitting with Direction-Driven Weighting for Few-Shot Images Classification

  Xin Wei, Wei Du, Huan Wan, Weidong Min

  10315-10323

  2023-06-26

• Structured Features in Naive Bayes Classification

  Arthur Choi, Nazgol Tavabi, Adnan Darwiche

  2016-03-05

• Compositional Prototypical Networks for Few-Shot Classification

  Qiang Lyu, Weiqiang Wang

  9011-9019

  2023-06-26

• Sequential Graph Attention Learning for Predicting Dynamic Stock Trends (Student Abstract)

  Tzu-Ya Lai, Wen Jung Cheng, Jun-En Ding

  16244-16245

  2024-07-15

• Graph Anomaly Detection via Prototype-Aware Label Propagation (Student Abstract)

  Hui Tang, Xun Liang, Sensen Zhang

  23667-23668

  2024-03-24

• Topological Machine Learning Methods for Power System Responses to Contingencies

  Brian Bush, Yuzhou Chen, Dorcas Ofori-Boateng, Yulia R. Gel

  15262-15269

  2021-05-18