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• Maximizing Influence Spread through a Dynamic Social Network (Student Abstract)

  Šimon Schierreich

  16316-16317

  2024-07-15

• CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic Forecasting

  Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan Venkatramanan, Madhav Marathe

  12191-12199

  2022-06-28

• Well-Classified Examples Are Underestimated in Classification with Deep Neural Networks

  Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun

  9180-9189

  2022-06-28

• The Adversarial Attack and Detection under the Fisher Information Metric

  Chenxiao Zhao, P. Thomas Fletcher, Mixue Yu, Yaxin Peng, Guixu Zhang, Chaomin Shen

  5869-5876

  2019-07-17

• Dirichlet-Based Prediction Calibration for Learning with Noisy Labels

  Chen-Chen Zong, Ye-Wen Wang, Ming-Kun Xie, Sheng-Jun Huang

  17254-17262

  2024-03-24

• HiQ-Lip: A Hierarchical Quantum-Classical Method for Global Lipschitz Constant Estimation of ReLU Networks

  Haoqi He, Yan Xiao, Wenzhi Xu, Ruoying Liu, Xiaokai Lin, Kai Wen

  21628-21636

  2026-03-14

• Neural Network Approximators for Marginal MAP in Probabilistic Circuits

  Shivvrat Arya, Tahrima Rahman, Vibhav Gogate

  10918-10926

  2024-03-24

• Tight Neural Network Verification via Semidefinite Relaxations and Linear Reformulations

  Jianglin Lan, Yang Zheng, Alessio Lomuscio

  7272-7280

  2022-06-28

• Exponent Relaxation of Polynomial Zonotopes and Its Applications in Formal Neural Network Verification

  Tobias Ladner, Matthias Althoff

  21304-21311

  2024-03-24

• Document Informed Neural Autoregressive Topic Models with Distributional Prior

  Pankaj Gupta, Yatin Chaudhary, Florian Buettner, Hinrich Schütze

  6505-6512

  2019-07-17

• Sequential End-to-end Network for Efficient Person Search

  Zhengjia Li, Duoqian Miao

  2011-2019

  2021-05-18

• PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State Space Model

  Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan Zhou

  12200-12207

  2022-06-28

• Signed Graph Neural Ordinary Differential Equation for Modeling Continuous-Time Dynamics

  Lanlan Chen, Kai Wu, Jian Lou, Jing Liu

  8292-8301

  2024-03-24

• Efficient Verification and Falsification of ReLU Neural Barrier Certificates

  Dejin Ren, Yiling Xue, Taoran Wu, Bai Xue

  35767-35774

  2026-03-14

• Codebook-Centric Deep Hashing: End-to-End Joint Learning of Semantic Hash Centers and Neural Hash Function

  Shuo Yin, Zhiyuan Yin, Yuqing Hou, Rui Liu, Yong Chen, Dell Zhang

  12018-12026

  2026-03-14

• Denoising Diffusion Variational Inference: Diffusion Models as Expressive Variational Posteriors

  Wasu Top Piriyakulkij, Yingheng Wang, Volodymyr Kuleshov

  19921-19930

  2025-04-11

• Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract)

  Yueyue Hu, Shiliang Sun, Xin Xu, Jing Zhao

  13811-13812

  2020-04-03

• Learning from the Wisdom of Crowds: Exploiting Similar Sessions for Session Search

  Yuhang Ye, Zhonghua Li, Zhicheng Dou, Yutao Zhu, Changwang Zhang, Shangquan Wu, Zhao Cao

  4818-4826

  2023-06-26

• Learning Conflict-Noticed Architecture for Multi-Task Learning

  Zhixiong Yue, Yu Zhang, Jie Liang

  11078-11086

  2023-06-26

• Aggregated Multi-GANs for Controlled 3D Human Motion Prediction

  Zhenguang Liu, Kedi Lyu, Shuang Wu, Haipeng Chen, Yanbin Hao, Shouling Ji

  2225-2232

  2021-05-18

• Learning from the Past: Continual Meta-Learning with Bayesian Graph Neural Networks

  Yadan Luo, Zi Huang, Zheng Zhang, Ziwei Wang, Mahsa Baktashmotlagh, Yang Yang

  5021-5028

  2020-04-03

• Active Discriminative Text Representation Learning

  Ye Zhang, Matthew Lease, Byron Wallace

  2017-02-12

• Cognition-Cognizant Sentiment Analysis With Multitask Subjectivity Summarization Based on Annotators' Gaze Behavior

  Abhijit Mishra, Srikanth Tamilselvam, Riddhiman Dasgupta, Seema Nagar, Kuntal Dey

  2018-04-26

• Probabilistic Super Resolution for Mineral Spectroscopy

  Alberto Candela, David R. Thompson, David Wettergreen, Kerry Cawse-Nicholson, Sven Geier, Michael L. Eastwood, Robert O. Green

  13241-13247

  2020-04-03

• Zero Shot Learning with the Isoperimetric Loss

  Shay Deutsch, Andrea Bertozzi, Stefano Soatto

  10704-10712

  2020-04-03