Search

Search Results

• Knowledge Enhanced Representation Learning for Drug Discovery

  Thanh Lam Hoang, Marco Luca Sbodio, Marcos Martinez Galindo, Mykhaylo Zayats, Raul Fernandez-Diaz, Victor Valls, Gabriele Picco, Cesar Berrospi, Vanessa Lopez

  10544-10552

  2024-03-24

• Adaptive Reactive Synthesis for LTL and LTLf Modulo Theories

  Andoni Rodríguez, César Sánchez

  10679-10686

  2024-03-24

• Decomposing Constraint Networks for Calculating c-Representations

  Marco Wilhelm, Gabriele Kern-Isberner

  10740-10747

  2024-03-24

• No Prejudice! Fair Federated Graph Neural Networks for Personalized Recommendation

  Nimesh Agrawal, Anuj Kumar Sirohi, Sandeep Kumar, Jayadeva

  10775-10783

  2024-03-24

• Understanding and Improving Optimization in Predictive Coding Networks

  Nicholas Alonso, Jeffrey Krichmar, Emre Neftci

  10812-10820

  2024-03-24

• Limited Memory Online Gradient Descent for Kernelized Pairwise Learning with Dynamic Averaging

  Hilal AlQuabeh, William de Vazelhes, Bin Gu

  10821-10828

  2024-03-24

• Transfer and Alignment Network for Generalized Category Discovery

  Wenbin An, Feng Tian, Wenkai Shi, Yan Chen, Yaqiang Wu, Qianying Wang, Ping Chen

  10856-10864

  2024-03-24

• Combating Data Imbalances in Federated Semi-supervised Learning with Dual Regulators

  Sikai Bai, Shuaicheng Li, Weiming Zhuang, Jie Zhang, Kunlin Yang, Jun Hou, Shuai Yi, Shuai Zhang, Junyu Gao

  10989-10997

  2024-03-24

• Offline Model-Based Optimization via Policy-Guided Gradient Search

  Yassine Chemingui, Aryan Deshwal, Trong Nghia Hoang, Janardhan Rao Doppa

  11230-11239

  2024-03-24

• EPSD: Early Pruning with Self-Distillation for Efficient Model Compression

  Dong Chen, Ning Liu, Yichen Zhu, Zhengping Che, Rui Ma, Fachao Zhang, Xiaofeng Mou, Yi Chang, Jian Tang

  11258-11266

  2024-03-24

• Uncertainty Quantification for Data-Driven Change-Point Learning via Cross-Validation

  Hui Chen, Yinxu Jia, Guanghui Wang, Changliang Zou

  11294-11301

  2024-03-24

• PG-LBO: Enhancing High-Dimensional Bayesian Optimization with Pseudo-Label and Gaussian Process Guidance

  Taicai Chen, Yue Duan, Dong Li, Lei Qi, Yinghuan Shi, Yang Gao

  11381-11389

  2024-03-24

• Diagnosing and Rectifying Fake OOD Invariance: A Restructured Causal Approach

  Ziliang Chen, Yongsen Zheng, Zhao-Rong Lai, Quanlong Guan, Liang Lin

  11471-11479

  2024-03-24

• Task-Driven Causal Feature Distillation: Towards Trustworthy Risk Prediction

  Zhixuan Chu, Mengxuan Hu, Qing Cui, Longfei Li, Sheng Li

  11642-11650

  2024-03-24

• Inverse Weight-Balancing for Deep Long-Tailed Learning

  Wenqi Dang, Zhou Yang, Weisheng Dong, Xin Li, Guangming Shi

  11713-11721

  2024-03-24

• Causal Adversarial Perturbations for Individual Fairness and Robustness in Heterogeneous Data Spaces

  Ahmad-Reza Ehyaei, Kiarash Mohammadi, Amir-Hossein Karimi, Samira Samadi, Golnoosh Farnadi

  11847-11855

  2024-03-24

• Feature Transportation Improves Graph Neural Networks

  Moshe Eliasof, Eldad Haber, Eran Treister

  11874-11882

  2024-03-24

• Online Sensitivity Optimization in Differentially Private Learning

  Filippo Galli, Catuscia Palamidessi, Tommaso Cucinotta

  12109-12117

  2024-03-24

• Interactive Hyperparameter Optimization in Multi-Objective Problems via Preference Learning

  Joseph Giovanelli, Alexander Tornede, Tanja Tornede, Marius Lindauer

  12172-12180

  2024-03-24

• Domain-Aware Fine-Tuning: Enhancing Neural Network Adaptability

  Seokhyeon Ha, Sunbeom Jeong, Jungwoo Lee

  12261-12269

  2024-03-24

• Forced Exploration in Bandit Problems

  Qi Han, Li Zhu, Fei Guo

  12270-12277

  2024-03-24

• Factorized Explainer for Graph Neural Networks

  Rundong Huang, Farhad Shirani, Dongsheng Luo

  12626-12634

  2024-03-24

• Fairness without Demographics through Shared Latent Space-Based Debiasing

  Rashidul Islam, Huiyuan Chen, Yiwei Cai

  12717-12725

  2024-03-24

• Personalized Reinforcement Learning with a Budget of Policies

  Dmitry Ivanov, Omer Ben-Porat

  12735-12743

  2024-03-24

• Rethinking Dimensional Rationale in Graph Contrastive Learning from Causal Perspective

  Qirui Ji, Jiangmeng Li, Jie Hu, Rui Wang, Changwen Zheng, Fanjiang Xu

  12810-12820

  2024-03-24