Papers
5,893 papers found
PrAda-GAN: A Private Adaptive Generative Adversarial Network with Bayes Network Structure
Ke Jia, Yuheng Ma, Yang Li et al.
DAPrompt: Dual Alignment Prompt of Structure and Semantics for Few-shot Graph Learning
Lifan Jiang, Mengying Zhu, Yangyang Wu et al.
Revisiting Differentiable Structure Learning: Inconsistency of L1 Penalty and Beyond
Kaifeng Jin, Ignavier Ng, Kun Zhang et al.
Sparse Additive Model Pruning for Order-Based Causal Structure Learning
Kentaro Kanamori, Hirofumi Suzuki, Takuya Takagi
Cliqueformer: Model-Based Optimization with Structured Transformers
Jakub Grudzien Kuba, Pieter Abbeel, Sergey Levine
Cooperative Graph Transformer with Structural Consensus for Multi-View Learning
Zhiyuan Lai, Jiacheng Li, Jiayuan Wang et al.
C-GNN-PRUNE: A Unified Graph-Based Framework for Structure-Aware Pruning of Mixture-of-Experts Models
Lin Li, Yan Wang, Zhuopeng Wang
Self-Supervised Hypergraph Learning with Substructure Awareness for Hyperedge Prediction
Ming Li, Huiting Wang, Yuting Chen et al.
Learnable Permutation for Structured Sparsity on Transformer Models
Zekai Li, Ji Liu, Guanchen Li et al.
DeepBooTS: Dual-Stream Residual Boosting for Drift-Resilient Time-Series Forecasting
Daojun Liang, Jing Chen, Xiao Wang et al.
Beyond Observations: Reconstruction Error-Guided Irregularly Sampled Time Series Representation Learning
Jiexi Liu, Meng Cao, Songcan Chen
Redundancy-optimized Multi-head Attention Networks for Multi-view Multi-label Feature Selection
Yuzhou Liu, Jiarui Liu, Wanfu Gao
Spiking-Aided Neural Architecture for Efficient and Robust WiFi Sensing
Yisha Lu, Liwen Jing, Jiangmao Zheng et al.
Semantic-Aware Feature Enhancement for Partial Label Learning
Haowei Mei, Chao Zhang, Wentao Fan et al.
Prototype Entropy Alignment: Reinforcing Structured Uncertainty in LLM Reasoning
Zhengyuan Pan, Yanhao Chen, Zhongquan Jian et al.
Online Multi-LLM Selection via Contextual Bandits Under Unstructured Context Evolution
Manhin Poon, Xiangxiang Dai, Xutong Liu et al.
Exploiting Geometric Structures for Modeling Multi-Agent Behaviors: A New Thinking
Bohao Qu, Xiaofeng Cao, Bing Li et al.
Discrete Structure Augmentation for Graph Convolutional Networks
Jianxin Ren, Weining Wu
Learning the Latent Structure: A Feature-Centric Approach to Graph Data Augmentation
Yu Song, Zhigang Hua, Yan Xie et al.
Structures Meet Semantics: Multimodal Fusion via Graph Contrastive Learning
Jiangfeng Sun, SiHao He, Zhonghong Ou et al.
Group-aware Multiscale Ensemble Learning for Test-Time Multimodal Sentiment Analysis
Kai Tang, Yixuan Tang, Tianyi Chen et al.
A Novel Approach to Evaluating Evaluation Metrics for Multi-Output Structured Prediction
Akshay Vyas, Angelo Pimienta, Nicholas Ruozzi
Renormalization Group Guided Tensor Network Structure Search
Maolin Wang, Bowen Yu, Sheng Zhang et al.
Self-Supervised Learning Based on Transformed Image Reconstruction for Equivariance-Coherent Feature Representation
Qin Wang, Alessio Quercia, Benjamin Bruns et al.
SCoUT: A Framework for Structured Stereotype Analysis in Language Models
Jinxuan Wu, Bin Li, Xiangyang Xue