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• GraFITi: Graphs for Forecasting Irregularly Sampled Time Series

  Vijaya Krishna Yalavarthi, Kiran Madhusudhanan, Randolf Scholz, Nourhan Ahmed, Johannes Burchert, Shayan Jawed, Stefan Born, Lars Schmidt-Thieme

  16255-16263

  2024-03-24

• The Expected Loss of Preconditioned Langevin Dynamics Reveals the Hessian Rank

  Amitay Bar, Rotem Mulayoff, Tomer Michaeli, Ronen Talmon

  20328-20336

  2024-03-24

• TransPath: Learning Heuristics for Grid-Based Pathfinding via Transformers

  Daniil Kirilenko, Anton Andreychuk, Aleksandr Panov, Konstantin Yakovlev

  12436-12443

  2023-06-26

• PAC-Bayes Generalisation Bounds for Dynamical Systems including Stable RNNs

  Deividas Eringis, John Leth, Zheng-Hua Tan, Rafael Wisniewski, Mihály Petreczky

  11901-11909

  2024-03-24

• Sample Complexity of Linear Regression Models for Opinion Formation in Networks

  Haolin Liu, Rajmohan Rajaraman, Ravi Sundaram, Anil Kumar Vullikanti, Omer Wasim, Haifeng Xu

  13993-14001

  2025-04-11

• Representation Learning for Scale-Free Networks

  Rui Feng, Yang Yang, Wenjie Hu, Fei Wu, Yueting Zhang

  2018-04-25

• Incentive Networks

  Yuezhou Lv, Thomas Moscibroda

  2015-02-16

• A Stochastic Model for Detecting Heterogeneous Link Communities in Complex Networks

  Dongxiao He, Dayou Liu, Di Jin, Weixiong Zhang

  2015-02-09

• Universal Post-Processing Networks for Joint Optimization of Modules in Task-Oriented Dialogue Systems

  Atsumoto Ohashi, Ryuichiro Higashinaka

  24975-24983

  2025-04-11

• Graph and Temporal Convolutional Networks for 3D Multi-person Pose Estimation in Monocular Videos

  Yu Cheng, Bo Wang, Bo Yang, Robby T. Tan

  1157-1165

  2021-05-18

• Inference and Learning in Dynamic Decision Networks Using Knowledge Compilation

  Gabriele Venturato, Vincent Derkinderen, Pedro Zuidberg Dos Martires, Luc De Raedt

  20567-20576

  2024-03-24

• Decomposing Constraint Networks for Calculating c-Representations

  Marco Wilhelm, Gabriele Kern-Isberner

  10740-10747

  2024-03-24

• True Nonlinear Dynamics from Incomplete Networks

  Chunheng Jiang, Jianxi Gao, Malik Magdon-Ismail

  131-138

  2020-04-03

• Multi-Head Modularization to Leverage Generalization Capability in Multi-Modal Networks

  Jun-Tae Lee, Hyunsin Park, Sungrack Yun, Simyung Chang

  7354-7362

  2022-06-28

• Topic Enhanced Sentiment Spreading Model in Social Networks Considering User Interest

  Xiaobao Wang, Di Jin, Katarzyna Musial, Jianwu Dang

  989-996

  2020-04-03

• Controlling the Spread of Two Secrets in Diverse Social Networks (Student Abstract)

  Václav Blažej, Dušan Knop, Šimon Schierreich

  12919-12920

  2022-06-28

• Dynamic Embedding on Textual Networks via a Gaussian Process

  Pengyu Cheng, Yitong Li, Xinyuan Zhang, Liqun Chen, David Carlson, Lawrence Carin

  7562-7569

  2020-04-03

• UniTR: A Unified Framework for Joint Representation Learning of Trajectories and Road Networks

  Jie Zhao, Chao Chen, Yuanshao Zhu, Mingyu Deng, Yuxuan Liang

  13348-13356

  2025-04-11

• GRASMOS: Graph Signage Model Selection for Gene Regulatory Networks

  Angelina Brilliantova, Hannah Miller, Ivona Bezáková

  12364-12372

  2023-06-26

• Quantum Probabilistic Models Using Feynman Diagram Rules for Better Understanding the Information Diffusion Dynamics in Online Social Networks

  Ece C. Mutlu

  13730-13731

  2020-04-03

• AutoRemover: Automatic Object Removal for Autonomous Driving Videos

  Rong Zhang, Wei Li, Peng Wang, Chenye Guan, Jin Fang, Yuhang Song, Jinhui Yu, Baoquan Chen, Weiwei Xu, Ruigang Yang

  12853-12861

  2020-04-03

• DeepWriteSYN: On-Line Handwriting Synthesis via Deep Short-Term Representations

  Ruben Tolosana, Paula Delgado-Santos, Andres Perez-Uribe, Ruben Vera-Rodriguez, Julian Fierrez, Aythami Morales

  600-608

  2021-05-18

• Deep Partial Rank Aggregation for Personalized Attributes

  Qianqian Xu, Zhiyong Yang, Zuyao Chen, Yangbangyan Jiang, Xiaochun Cao, Yuan Yao, Qingming Huang

  678-688

  2021-05-18

• Learning (from) Deep Hierarchical Structure among Features

  Yu Zhang, Lei Han

  5837-5844

  2019-07-17

• Deep Reinforcement Learning for General Game Playing

  Adrian Goldwaser, Michael Thielscher

  1701-1708

  2020-04-03