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• Deep Learning on Graphs: A Data-Centric Exploration

  Wei Jin

  22671-22671

  2024-03-24

• When Sparse Graph Representation Learning Falls into Domain Shift: Data Augmentation for Cross-Domain Graph Meta-Learning (Student Abstract)

  Simin Niu, Xun Liang, Sensen Zhang, Shichao Song, Xuan Zhang, Xiaoping Zhou

  23600-23601

  2024-03-24

• Constrained Offline Black-Box Optimization via Risk Evaluation and Management

  Yiyi Zhu, Huakang Lu, Yupeng Wu, Shuo Liu, Jing-Wen Yang, Hong Qian

  23063-23071

  2025-04-11

• Complexity of Neural Network Training and ETR: Extensions with Effectively Continuous Functions

  Teemu Hankala, Miika Hannula, Juha Kontinen, Jonni Virtema

  12278-12285

  2024-03-24

• Data-Driven Knowledge-Aware Inference of Private Information in Continuous Double Auctions

  Lvye Cui, Haoran Yu

  10012-10020

  2024-03-24

• Memory-Augmented Theory of Mind Network

  Dung Nguyen, Phuoc Nguyen, Hung Le, Kien Do, Svetha Venkatesh, Truyen Tran

  11630-11637

  2023-06-26

• RoadTagger: Robust Road Attribute Inference with Graph Neural Networks

  Songtao He, Favyen Bastani, Satvat Jagwani, Edward Park, Sofiane Abbar, Mohammad Alizadeh, Hari Balakrishnan, Sanjay Chawla, Samuel Madden, Mohammad Amin Sadeghi

  10965-10972

  2020-04-03

• CF-ViT: A General Coarse-to-Fine Method for Vision Transformer

  Mengzhao Chen, Mingbao Lin, Ke Li, Yunhang Shen, Yongjian Wu, Fei Chao, Rongrong Ji

  7042-7052

  2023-06-26

• Counterfactual Dynamics Forecasting – a New Setting of Quantitative Reasoning

  Yanzhu Liu, Ying Sun, Joo-Hwee Lim

  1764-1771

  2023-06-26

• Dual-Domain Attention for Image Deblurring

  Yuning Cui, Yi Tao, Wenqi Ren, Alois Knoll

  479-487

  2023-06-26

• Grouping Matrix Based Graph Pooling with Adaptive Number of Clusters

  Sung Moon Ko, Sungjun Cho, Dae-Woong Jeong, Sehui Han, Moontae Lee, Honglak Lee

  8334-8342

  2023-06-26

• Implicit Kernel Attention

  Kyungwoo Song, Yohan Jung, Dongjun Kim, Il-Chul Moon

  9713-9721

  2021-05-18

• Take Your Model Further: A General Post-refinement Network for Light Field Disparity Estimation via BadPix Correction

  Rongshan Chen, Hao Sheng, Da Yang, Sizhe Wang, Zhenglong Cui, Ruixuan Cong

  331-339

  2023-06-26

• Low-Light Image Enhancement Network Based on Multi-Scale Feature Complementation

  Yong Yang, Wenzhi Xu, Shuying Huang, Weiguo Wan

  3214-3221

  2023-06-26

• CasFusionNet: A Cascaded Network for Point Cloud Semantic Scene Completion by Dense Feature Fusion

  Jinfeng Xu, Xianzhi Li, Yuan Tang, Qiao Yu, Yixue Hao, Long Hu, Min Chen

  3018-3026

  2023-06-26

• Near Lossless Transfer Learning for Spiking Neural Networks

  Zhanglu Yan, Jun Zhou, Weng-Fai Wong

  10577-10584

  2021-05-18

• The Implicit Regularization of Momentum Gradient Descent in Overparametrized Models

  Li Wang, Zhiguo Fu, Yingcong Zhou, Zili Yan

  10149-10156

  2023-06-26

• One-Step Forward and Backtrack: Overcoming Zig-Zagging in Loss-Aware Quantization Training

  Lianbo Ma, Yuee Zhou, Jianlun Ma, Guo Yu, Qing Li

  14246-14254

  2024-03-24

• Exploring Temporal Information Dynamics in Spiking Neural Networks

  Youngeun Kim, Yuhang Li, Hyoungseob Park, Yeshwanth Venkatesha, Anna Hambitzer, Priyadarshini Panda

  8308-8316

  2023-06-26

• DIUSum: Dynamic Image Utilization for Multimodal Summarization

  Min Xiao, Junnan Zhu, Feifei Zhai, Yu Zhou, Chengqing Zong

  19297-19305

  2024-03-24

• Enhancing LLMs via High-Knowledge Data Selection

  Feiyu Duan, Xuemiao Zhang, Sirui Wang, Haoran Que, Yuqi Liu, Wenge Rong, Xunliang Cai

  23832-23840

  2025-04-11

• Proximal Alternating Direction Network: A Globally Converged Deep Unrolling Framework

  Risheng Liu, Xin Fan, Shichao Cheng, Xiangyu Wang, Zhongxuan Luo

  2018-04-25

• Bridging Traffic State and Trajectory for Dynamic Road Network and Trajectory Representation Learning

  Chengkai Han, Jingyuan Wang, Yongyao Wang, Xie Yu, Hao Lin, Chao Li, Junjie Wu

  11763-11771

  2025-04-11

• Social Relation Reasoning Based on Triangular Constraints

  Yunfei Guo, Fei Yin, Wei Feng, Xudong Yan, Tao Xue, Shuqi Mei, Cheng-Lin Liu

  737-745

  2023-06-26

• Translate the Facial Regions You Like Using Self-Adaptive Region Translation

  Wenshuang Liu, Wenting Chen, Zhanjia Yang, Linlin Shen

  2180-2188

  2021-05-18