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• Moderate Message Passing Improves Calibration: A Universal Way to Mitigate Confidence Bias in Graph Neural Networks

  Min Wang, Hao Yang, Jincai Huang, Qing Cheng

  21681-21689

  2024-03-24

• Generating Diagnostic and Actionable Explanations for Fair Graph Neural Networks

  Zhenzhong Wang, Qingyuan Zeng, Wanyu Lin, Min Jiang, Kay Chen Tan

  21690-21698

  2024-03-24

• Physics-Informed Representation and Learning: Control and Risk Quantification

  Zhuoyuan Wang, Reece Keller, Xiyu Deng, Kenta Hoshino, Takashi Tanaka, Yorie Nakahira

  21699-21707

  2024-03-24

• Safe Reinforcement Learning with Instantaneous Constraints: The Role of Aggressive Exploration

  Honghao Wei, Xin Liu, Lei Ying

  21708-21716

  2024-03-24

• Concealing Sensitive Samples against Gradient Leakage in Federated Learning

  Jing Wu, Munawar Hayat, Mingyi Zhou, Mehrtash Harandi

  21717-21725

  2024-03-24

• The Evidence Contraction Issue in Deep Evidential Regression: Discussion and Solution

  Yuefei Wu, Bin Shi, Bo Dong, Qinghua Zheng, Hua Wei

  21726-21734

  2024-03-24

• Byzantine-Robust Decentralized Learning via Remove-then-Clip Aggregation

  Caiyi Yang, Javad Ghaderi

  21735-21743

  2024-03-24

• Hypothesis Testing for Class-Conditional Noise Using Local Maximum Likelihood

  Weisong Yang, Rafael Poyiadzi, Niall Twomey, Raul Santos-Rodriguez

  21744-21752

  2024-03-24

• Providing Fair Recourse over Plausible Groups

  Jayanth Yetukuri, Ian Hardy, Yevgeniy Vorobeychik, Berk Ustun, Yang Liu

  21753-21760

  2024-03-24

• Representation-Based Robustness in Goal-Conditioned Reinforcement Learning

  Xiangyu Yin, Sihao Wu, Jiaxu Liu, Meng Fang, Xingyu Zhao, Xiaowei Huang, Wenjie Ruan

  21761-21769

  2024-03-24

• Enhancing Off-Policy Constrained Reinforcement Learning through Adaptive Ensemble C Estimation

  Hengrui Zhang, Youfang Lin, Shuo Shen, Sheng Han, Kai Lv

  21770-21778

  2024-03-24

• Efficient Toxic Content Detection by Bootstrapping and Distilling Large Language Models

  Jiang Zhang, Qiong Wu, Yiming Xu, Cheng Cao, Zheng Du, Konstantinos Psounis

  21779-21787

  2024-03-24

• LR-XFL: Logical Reasoning-Based Explainable Federated Learning

  Yanci Zhang, Han Yu

  21788-21796

  2024-03-24

• GaLileo: General Linear Relaxation Framework for Tightening Robustness Certification of Transformers

  Yunruo Zhang, Lujia Shen, Shanqing Guo, Shouling Ji

  21797-21805

  2024-03-24

• A Huber Loss Minimization Approach to Byzantine Robust Federated Learning

  Puning Zhao, Fei Yu, Zhiguo Wan

  21806-21814

  2024-03-24

• Responsible Bandit Learning via Privacy-Protected Mean-Volatility Utility

  Shanshan Zhao, Wenhai Cui, Bei Jiang, Linglong Kong, Xiaodong Yan

  21815-21822

  2024-03-24

• UMA: Facilitating Backdoor Scanning via Unlearning-Based Model Ablation

  Yue Zhao, Congyi Li, Kai Chen

  21823-21831

  2024-03-24

• AdvST: Revisiting Data Augmentations for Single Domain Generalization

  Guangtao Zheng, Mengdi Huai, Aidong Zhang

  21832-21840

  2024-03-24

• Can LLM Replace Stack Overflow? A Study on Robustness and Reliability of Large Language Model Code Generation

  Li Zhong, Zilong Wang

  21841-21849

  2024-03-24

• DataElixir: Purifying Poisoned Dataset to Mitigate Backdoor Attacks via Diffusion Models

  Jiachen Zhou, Peizhuo Lv, Yibing Lan, Guozhu Meng, Kai Chen, Hualong Ma

  21850-21858

  2024-03-24

• Closing the Gap: Achieving Better Accuracy-Robustness Tradeoffs against Query-Based Attacks

  Pascal Zimmer, Sébastien Andreina, Giorgia Azzurra Marson, Ghassan Karame

  21859-21868

  2024-03-24

• Coevolutionary Algorithm for Building Robust Decision Trees under Minimax Regret

  Adam Żychowski, Andrew Perrault, Jacek Mańdziuk

  21869-21877

  2024-03-24

• BirdCollect: A Comprehensive Benchmark for Analyzing Dense Bird Flock Attributes

  Kshitiz ., Sonu Shreshtha, Bikash Dutta, Muskan Dosi, Mayank Vatsa, Richa Singh, Saket Anand, Sudeep Sarkar, Sevaram Mali Parihar

  21879-21887

  2024-03-24

• A Bayesian Spatial Model to Correct Under-Reporting in Urban Crowdsourcing

  Gabriel Agostini, Emma Pierson, Nikhil Garg

  21888-21896

  2024-03-24

• Automatic Interpretation of Line Probe Assay Test for Tuberculosis

  Jatin Agrawal, Mukul Kumar, Avtansh Tiwari, Sachin Danisetty, Soma Dhavala, Nakul Jain, Prasaanth Balraj, Niket Singh, Siddhant Shingi, Jayakrishna Kurada, Raghuram Rao, S Anand, Nishant Kumar

  21897-21904

  2024-03-24