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• BiPFT: Binary Pre-trained Foundation Transformer with Low-Rank Estimation of Binarization Residual Polynomials

  Xingrun Xing, Li Du, Xinyuan Wang, Xianlin Zeng, Yequan Wang, Zheng Zhang, Jiajun Zhang

  16094-16102

  2024-03-24

• Learnable Dynamic Temporal Pooling for Time Series Classification

  Dongha Lee, Seonghyeon Lee, Hwanjo Yu

  8288-8296

  2021-05-18

• Prot2Text: Multimodal Protein’s Function Generation with GNNs and Transformers

  Hadi Abdine, Michail Chatzianastasis, Costas Bouyioukos, Michalis Vazirgiannis

  10757-10765

  2024-03-24

• Distributional Reinforcement Learning via Moment Matching

  Thanh Nguyen-Tang, Sunil Gupta, Svetha Venkatesh

  9144-9152

  2021-05-18

• Spectral-Based Graph Neural Networks for Complementary Item Recommendation

  Haitong Luo, Xuying Meng, Suhang Wang, Hanyun Cao, Weiyao Zhang, Yequan Wang, Yujun Zhang

  8868-8876

  2024-03-24

• Motif-aware Graph Neural Networks for Networked Time Series Imputation

  Nourhan Ahmed, Vijaya Krishna Yalavarthi, Lars Schmidt-Thieme

  11409-11417

  2025-04-11

• Identity-aware Graph Neural Networks

  Jiaxuan You, Jonathan M Gomes-Selman, Rex Ying, Jure Leskovec

  10737-10745

  2021-05-18

• Learning Continuous-Time Bayesian Networks in Relational Domains: A Non-Parametric Approach

  Shuo Yang, Tushar Khot, Kristian Kersting, Sriraam Natarajan

  2016-03-02

• Decision Sum-Product-Max Networks

  Mazen Melibari, Pascal Poupart, Prashant Doshi

  2016-03-05

• Recommending Positive Links in Signed Social Networks by Optimizing a Generalized AUC

  Dongjin Song, David Meyer

  2015-02-09

• A New Granger Causal Model for Influence Evolution in Dynamic Social Networks: The Case of DBLP

  Belkacem Chikhaoui, Mauricio Chiazzaro, Shengrui Wang

  2015-02-09

• Preventing Unraveling in Social Networks Gets Harder

  Rajesh Chitnis, Fedor Fomin, Petr Golovach

  1085-1091

  2013-06-29

• On Manipulating Weight Predictions in Signed Weighted Networks

  Tomasz Lizurej, Tomasz Michalak, Stefan Dziembowski

  5222-5229

  2023-06-26

• Learning the Parameters of Bayesian Networks from Uncertain Data

  Segev Wasserkrug, Radu Marinescu, Sergey Zeltyn, Evgeny Shindin, Yishai A Feldman

  12190-12197

  2021-05-18

• Not All Parameters Should Be Treated Equally: Deep Safe Semi-supervised Learning under Class Distribution Mismatch

  Rundong He, Zhongyi Han, Yang Yang, Yilong Yin

  6874-6883

  2022-06-28

• Denoising Mixup for Regression

  Zhengzhang Hou, Zhanshan Li, Yanbo Liu, Geoff Nitschke, You Lu, Ximing Li

  21805-21813

  2026-03-14

• EdGCL: Disentangling Social and Cognitive Homophily in Graph-Based Educational Recommender Systems

  Qingqing Liang, Chunyang Wang, Peiwei Xia, Yanan Zeng, Xin Liu, Xuesong Lu, Aoying Zhou

  38899-38907

  2026-03-14

• Target-Aware Tracking with Long-Term Context Attention

  Kaijie He, Canlong Zhang, Sheng Xie, Zhixin Li, Zhiwen Wang

  773-780

  2023-06-26

• HumanSense: From Multimodal Perception to Empathetic Context-Aware Responses Through Reasoning MLLMs

  Zheng Qin, Ruobing Zheng, Yabing Wang, Tianqi Li, Yi Yuan, Jingdong Chen, Le Wang

  24973-24981

  2026-03-14

• AI-Based Energy Transportation Safety: Pipeline Radial Threat Estimation Using Intelligent Sensing System

  Chengyuan Zhu, Yiyuan Yang, Kaixiang Yang, Haifeng Zhang, Qinmin Yang, C. L. Philip Chen

  22556-22564

  2024-03-24

• Transformer-Based Video-Structure Multi-Instance Learning for Whole Slide Image Classification

  Yingfan Ma, Xiaoyuan Luo, Kexue Fu, Manning Wang

  14263-14271

  2024-03-24

• Bayesian Low-Rank Learning (Bella): A Practical Approach to Bayesian Neural Networks

  Bao Gia Doan, Afshar Shamsi, Xiao-Yu Guo, Arash Mohammadi, Hamid Alinejad-Rokny, Dino Sejdinovic, Damien Teney, Damith C. Ranasinghe, Ehsan Abbasnejad

  16298-16307

  2025-04-11

• A Hierarchical Latent Variable Encoder-Decoder Model for Generating Dialogues

  Iulian Serban, Alessandro Sordoni, Ryan Lowe, Laurent Charlin, Joelle Pineau, Aaron Courville, Yoshua Bengio

  2017-02-12

• Towards More Robust Interpretation via Local Gradient Alignment

  Sunghwan Joo, SeokHyeon Jeong, Juyeon Heo, Adrian Weller, Taesup Moon

  8168-8176

  2023-06-26

• Data-Driven Machine Learning Models for a Multi-Objective Flapping Fin Unmanned Underwater Vehicle Control System

  Julian Lee, Kamal Viswanath, Alisha Sharma, Jason Geder, Marius Pruessner, Brian Zhou

  15703-15709

  2024-07-15