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• Inferring a Personalized Next Point-of-Interest Recommendation Model with Latent Behavior Patterns

  Jing He, Xin Li, Lejian Liao, Dandan Song, William Cheung

  2016-02-21

• Efficient Hyperparameter Optimization for Deep Learning Algorithms Using Deterministic RBF Surrogates

  Ilija Ilievski, Taimoor Akhtar, Jiashi Feng, Christine Shoemaker

  2017-02-12

• InParformer: Evolutionary Decomposition Transformers with Interactive Parallel Attention for Long-Term Time Series Forecasting

  Haizhou Cao, Zhenhao Huang, Tiechui Yao, Jue Wang, Hui He, Yangang Wang

  6906-6915

  2023-06-26

• VTG-LLM: Integrating Timestamp Knowledge into Video LLMs for Enhanced Video Temporal Grounding

  Yongxin Guo, Jingyu Liu, Mingda Li, Dingxin Cheng, Xiaoying Tang, Dianbo Sui, Qingbin Liu, Xi Chen, Kevin Zhao

  3302-3310

  2025-04-11

• Learning from Noisy Labels with Complementary Loss Functions

  Deng-Bao Wang, Yong Wen, Lujia Pan, Min-Ling Zhang

  10111-10119

  2021-05-18

• Backpropagation-Free Deep Learning with Recursive Local Representation Alignment

  Alexander G. Ororbia, Ankur Mali, Daniel Kifer, C. Lee Giles

  9327-9335

  2023-06-26

• Global Explanations for Image Classifiers (Student Abstract)

  Bhavan K. Vasu, Prasad Tadepalli

  16352-16353

  2024-07-15

• Estimating Average Causal Effects from Patient Trajectories

  Dennis Frauen, Tobias Hatt, Valentyn Melnychuk, Stefan Feuerriegel

  7586-7594

  2023-06-26

• MIRNet: Integrating Constrained Graph-Based Reasoning with Pre-training for Diagnostic Medical Imaging

  Shufeng Kong, Zijie Wang, Nuan Cui, Hao Tang, Yihan Meng, Yuanyuan Wei, Feifan Chen, Yingheng Wang, Zhuo Cai, Yaonan Wang, Yulong Zhang, Yuzheng Li, Zibin Zheng, Caihua Liu, Hao Liang

  38746-38753

  2026-03-14

• CI-STHPAN: Pre-trained Attention Network for Stock Selection with Channel-Independent Spatio-Temporal Hypergraph

  Hongjie Xia, Huijie Ao, Long Li, Yu Liu, Sen Liu, Guangnan Ye, Hongfeng Chai

  9187-9195

  2024-03-24

• Perturbation-Invariant Adversarial Training for Neural Ranking Models: Improving the Effectiveness-Robustness Trade-Off

  Yu-An Liu, Ruqing Zhang, Mingkun Zhang, Wei Chen, Maarten de Rijke, Jiafeng Guo, Xueqi Cheng

  8832-8840

  2024-03-24

• A Neural Stochastic Volatility Model

  Rui Luo, Weinan Zhang, Xiaojun Xu, Jun Wang

  2018-04-26

• DALDet: Depth-Aware Learning Based Object Detection for Autonomous Driving

  Ke Hu, Tongbo Cao, Yuan Li, Song Chen, Yi Kang

  2229-2237

  2024-03-24

• EasySED: Trusted Sound Event Detection with Self-Distillation

  Qingsong Zhou, Kele Xu, Ming Feng

  13236-13238

  2022-06-28

• Improving the Adversarial Robustness and Interpretability of Deep Neural Networks by Regularizing Their Input Gradients

  Andrew Ross, Finale Doshi-Velez

  2018-04-25

• Adaptive Quantization for Deep Neural Network

  Yiren Zhou, Seyed-Mohsen Moosavi-Dezfooli, Ngai-Man Cheung, Pascal Frossard

  2018-04-29

• Perceptual Quality Assessment of Omnidirectional Images

  Yuming Fang, Liping Huang, Jiebin Yan, Xuelin Liu, Yang Liu

  580-588

  2022-06-28

• Sim911: Towards Effective and Equitable 9-1-1 Dispatcher Training with an LLM-Enabled Simulation

  Zirong Chen, Elizabeth Chason, Noah Mladenovski, Erin Wilson, Kristin Mullen, Stephen Martini, Meiyi Ma

  27896-27904

  2025-04-11

• FutureMatch: Combining Human Value Judgments and Machine Learning to Match in Dynamic Environments

  John Dickerson, Tuomas Sandholm

  2015-02-10

• Adaptive Knowledge Driven Regularization for Deep Neural Networks

  Zhaojing Luo, Shaofeng Cai, Can Cui, Beng Chin Ooi, Yang Yang

  8810-8818

  2021-05-18

• AE-NeRF: Augmenting Event-Based Neural Radiance Fields for Non-ideal Conditions and Larger Scenes

  Chaoran Feng, Wangbo Yu, Xinhua Cheng, Zhenyu Tang, Junwu Zhang, Li Yuan, Yonghong Tian

  2924-2932

  2025-04-11

• Arithmetic Feature Interaction Is Necessary for Deep Tabular Learning

  Yi Cheng, Renjun Hu, Haochao Ying, Xing Shi, Jian Wu, Wei Lin

  11516-11524

  2024-03-24

• Selective Deep Autoencoder for Unsupervised Feature Selection

  Wael Hassanieh, Abdallah Chehade

  12322-12330

  2024-03-24

• GOMPSNR: Reflourish the Signal-to-Noise Ratio Metric for Audio Generation Tasks

  Lingling Dai, Andong Li, Cheng Chi, Yifan Liang, Xiaodong Li, Chengshi Zheng

  30449-30457

  2026-03-14

• Neural Programming by Example

  Chengxun Shu, Hongyu Zhang

  2017-02-12