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• Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract)

  Jason Wang, Kaiqun Fu, Zhiqian Chen, Chang-Tien Lu

  13075-13076

  2022-06-28

• Studying Classifier(-Free) Guidance from a Classifier-Centric Perspective

  Xiaoming Zhao, Alex Schwing

  13271-13279

  2026-03-14

• Graph Neural Field with Spatial-Correlation Augmentation for HRTF Personalization

  De Hu, Junsheng Hu, Cuicui Jiang

  17490-17498

  2026-03-14

• SOAR: Semi-Supervised Open-Vocabulary Aerial Object Detection via Dual-Aware Enhanced Prior Denoising

  Xu Liu, Yihong Huang, Dan Zhang, Lingling Li, Long Sun, Licheng Jiao

  7332-7340

  2026-03-14

• DCLP: Neural Architecture Predictor with Curriculum Contrastive Learning

  Shenghe Zheng, Hongzhi Wang, Tianyu Mu

  17051-17059

  2024-03-24

• Learning More from Less: Resource-Constrained Generative AI for Classification, Generation, and Personalization

  Aniket Roy

  41072-41073

  2026-03-14

• A New Mechanism for Eliminating Implicit Conflict in Graph Contrastive Learning

  Dongxiao He, Jitao Zhao, Cuiying Huo, Yongqi Huang, Yuxiao Huang, Zhiyong Feng

  12340-12348

  2024-03-24

• Rectification Reimagined: A Unified Mamba Model for Image Correction and Rectangling with Prompts

  Linwei Qiu, Gongzhe Li, Xiaozhe Zhang, Qilin Sun, Fengying Xie

  8592-8601

  2026-03-14

• DANets: Deep Abstract Networks for Tabular Data Classification and Regression

  Jintai Chen, Kuanlun Liao, Yao Wan, Danny Z. Chen, Jian Wu

  3930-3938

  2022-06-28

• Certified L2-Norm Robustness of 3D Point Cloud Recognition in the Frequency Domain

  Liang Zhou, Qiming Wang, Tianze Chen

  13701-13709

  2026-03-14

• PhyCamo: A Robust Physical Camouflage via Contrastive Learning for Multi-View Physical Adversarial Attack

  Ximin Zhang, Jinyin Chen, Haibin Zheng, Zhenguang Liu

  10230-10238

  2025-04-11

• Exploiting Unlabeled Data via Partial Label Assignment for Multi-Class Semi-Supervised Learning

  Zhen-Ru Zhang, Qian-Wen Zhang, Yunbo Cao, Min-Ling Zhang

  10973-10980

  2021-05-18

• Cross-Domain Few-Shot Graph Classification with a Reinforced Task Coordinator

  Qiannan Zhang, Shichao Pei, Qiang Yang, Chuxu Zhang, Nitesh V. Chawla, Xiangliang Zhang

  4893-4901

  2023-06-26

• FedCD: Federated Semi-Supervised Learning with Class Awareness Balance via Dual Teachers

  Yuzhi Liu, Huisi Wu, Jing Qin

  3837-3845

  2024-03-24

• Where Will Players Move Next? Dynamic Graphs and Hierarchical Fusion for Movement Forecasting in Badminton

  Kai-Shiang Chang, Wei-Yao Wang, Wen-Chih Peng

  6998-7005

  2023-06-26

• DenoSent: A Denoising Objective for Self-Supervised Sentence Representation Learning

  Xinghao Wang, Junliang He, Pengyu Wang, Yunhua Zhou, Tianxiang Sun, Xipeng Qiu

  19180-19188

  2024-03-24

• Harnessing the Power of SVD: An SVA Module for Enhanced Signal Classification

  Lei Zhai, Shuyuan Yang, Yitong Li, Zhixi Feng, Zhihao Chang, Quanwei Gao

  16669-16677

  2024-03-24

• SEA-GWNN: Simple and Effective Adaptive Graph Wavelet Neural Network

  Swakshar Deb, Sejuti Rahman, Shafin Rahman

  11740-11748

  2024-03-24

• Rethinking Label Consistency of In-Context Learning: An Implicit Transductive Label Propagation Perspective

  Haoyang Chen, Richong Zhang, Junfan Chen

  30226-30234

  2026-03-14

• Attribution Analysis-based Concept Alignment: A Human-in-the-loop Data Debugging Framework

  Lei Chai, Lu Qi, Hailong Sun, Jing Zhang, Jingxuan Xu

  17401-17409

  2026-03-14

• ShapeNet: A Shapelet-Neural Network Approach for Multivariate Time Series Classification

  Guozhong Li, Byron Choi, Jianliang Xu, Sourav S Bhowmick, Kwok-Pan Chun, Grace Lai-Hung Wong

  8375-8383

  2021-05-18

• 5* Knowledge Graph Embeddings with Projective Transformations

  Mojtaba Nayyeri, Sahar Vahdati, Can Aykul, Jens Lehmann

  9064-9072

  2021-05-18

• Improving Multi-Document Summarization via Text Classification

  Ziqiang Cao, Wenjie Li, Sujian Li, Furu Wei

  2017-02-12

• Conditional Diffusion Based on Discrete Graph Structures for Molecular Graph Generation

  Han Huang, Leilei Sun, Bowen Du, Weifeng Lv

  4302-4311

  2023-06-26

• Rethinking Causal Relationships Learning in Graph Neural Networks

  Hang Gao, Chengyu Yao, Jiangmeng Li, Lingyu Si, Yifan Jin, Fengge Wu, Changwen Zheng, Huaping Liu

  12145-12154

  2024-03-24