Papers
WDMIR: Wavelet-Driven Multimodal Intent Recognition
Weiyin Gong, Kai Zhang, Yanghai Zhang et al.
LoD: Loss-difference OOD Detection by Intentionally Label-Noisifying Unlabeled Wild Data
Chuanxing Geng, Qifei Li, Xinrui Wang et al.
T2S: High-resolution Time Series Generation with Text-to-Series Diffusion Models
Yunfeng Ge, Jiawei Li, Yiji Zhao et al.
Decoupled Imbalanced Label Distribution Learning
Yongbiao Gao, Xiangcheng Sun, Miaogen Ling et al.
Dual-Agent Reinforcement Learning for Automated Feature Generation
Wanfu Gao, Zengyao Man, Hanlin Pan et al.
Two-Stage Feature Generation with Transformer and Reinforcement Learning
Wanfu Gao, Zengyao Man, Zebin He et al.
Noise-Resistant Label Reconstruction Feature Selection for Partial Multi-Label Learning
Wanfu Gao, Hanlin Pan, Qingqi Han et al.
Graph Random Walk with Feature-Label Space Alignment: A Multi-Label Feature Selection Method
Wanfu Gao, Jun Gao, Qingqi Han et al.
Structure-Aware Handwritten Text Recognition via Graph-Enhanced Cross-Modal Mutual Learning
Ji Gan, Yupeng Zhou, Yanming Zhang et al.
Learn from Global Rather Than Local: Consistent Context-Aware Representation Learning for Multi-View Graph Clustering
Lele Fu, Bowen Deng, Sheng Huang et al.
Optimal Transport on Categorical Data for Conterfactuals Using Compositional Data and Dirichlet Transport
Agathe Fernandes Machado, Ewen Gallic, Arthur Charpentier
Tensorial Multi-view Clustering with Deep Anchor Graph Projection
Wei Feng, Dongyuvan Wei, Qianqian Wang et al.
Federated Multi-view Graph Clustering with Incomplete Attribute Imputation
Wei Feng, Zeyu Bi, Qianqian Wang et al.
HiTuner: Hierarchical Semantic Fusion Model Fine-Tuning on Text-Attributed Graphs
Zihan Fang, Zhiling Cai, Yuxuan Zheng et al.
Screening, Rectifying, and Re-Screening: A Unified Framework for Tuning Vision-Language Models with Noisy Labels
Chaowei Fang, Hangfei Ma, Zhihao Li et al.
Open-World Semi-Supervised Learning with Class Semantic Correlations
Yuxin Fan, Junbiao Cui, Jiye Liang et al.
Not All Layers of LLMs Are Necessary During Inference
Siqi Fan, Xin Jiang, Xiang Li et al.
One-step Label Shift Adaptation via Robust Weight Estimation
Ruidong Fan, Xiao Ouyang, Tingjin Luo et al.
Multi-player Multi-armed Bandits with Delayed Feedback
Jingqi Fan, Zilong Wang, Shuai Li et al.
Continuous-Time Reward Machines
Amin Falah, Shibashis Guha, Ashutosh Trivedi
A Methodological Framework for Measuring Spatial Labeling Similarity
Yihang Du, Jiaying Hu, Suyang Hou et al.
Counterfactual Explanations for Continuous Action Reinforcement Learning
Shuyang Dong, Shangtong Zhang, Lu Feng
Block Circulant Adapter for Large Language Models
Xinyu Ding, Meiqi Wang, Siyu Liao et al.
FedDLAD: A Federated Learning Dual-Layer Anomaly Detection Framework for Enhancing Resilience Against Backdoor Attacks
Binbin Ding, Penghui Yang, Sheng-Jun Huang
Learning from Logical Constraints with Lower- and Upper-Bound Arithmetic Circuits
Lucile Dierckx, Alexandre Dubray, Siegfried Nijssen