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Pointer Networks

9 June 2015

Papers citing "Pointer Networks"

49 / 49 papers shown

Title
Learning for Dynamic Combinatorial Optimization without Training Data Yiqiao Liao Farinaz Koushanfar Parinaz Naghizadeh GNN AI4CE 103 0 0 26 May 2025
Learning to Estimate Package Delivery Time in Mixed Imbalanced Delivery and Pickup Logistics Services Jinhui Yi Huan Yan Haotian Wang Jian Yuan Yongbin Li AI4TS 162 1 0 01 May 2025
HoLa: B-Rep Generation using a Holistic Latent Representation Yilin Liu Duoteng Xu Xingyao Yu Xiang Xu Daniel Cohen-Or Hao Zhang Hui Huang AI4CE 95 1 0 19 Apr 2025
RETROcode: Leveraging a Code Database for Improved Natural Language to Code Generation Nathanael Beau Benoît Crabbé 84 0 0 08 Apr 2025
Algorithm Discovery With LLMs: Evolutionary Search Meets Reinforcement Learning Anja Surina Amin Mansouri Lars Quaedvlieg Amal Seddas Maryna Viazovska Emmanuel Abbe Çağlar Gülçehre 90 3 0 07 Apr 2025
Deliberate Planning of 3D Bin Packing on Packing Configuration Trees Hang Zhao Juzhan Xu Kexiong Yu Ruizhen Hu Chenyang Zhu K. Xu 126 2 0 06 Apr 2025
Navigating Intelligence: A Survey of Google OR-Tools and Machine Learning for Global Path Planning in Autonomous Vehicles Alexandre Benoit Pedram Asef 92 1 0 05 Mar 2025
Learning to Reduce Search Space for Generalizable Neural Routing Solver Changliang Zhou Xi Lin Zhenkun Wang Qingfu Zhang 268 2 0 05 Mar 2025
Preference-Based Gradient Estimation for ML-Guided Approximate Combinatorial Optimization Arman Mielke Uwe Bauknecht Thilo Strauss Mathias Niepert 115 0 0 26 Feb 2025
Reinforcement Learning for Dynamic Resource Allocation in Optical Networks: Hype or Hope? Michael Doherty Robin Matzner Rasoul Sadeghi Polina Bayvel Alejandra Beghelli 171 0 0 18 Feb 2025
Fast T2T: Optimization Consistency Speeds Up Diffusion-Based Training-to-Testing Solving for Combinatorial Optimization Yang Li Jinpei Guo Runzhong Wang H. Zha Junchi Yan 157 11 0 05 Feb 2025
Imperative Learning: A Self-supervised Neuro-Symbolic Learning Framework for Robot Autonomy Chen Wang Kaiyi Ji Junyi Geng Zhongqiang Ren Taimeng Fu ... Yi Du Qihang Li Yue Yang Xiao Lin Zhipeng Zhao SSL 151 10 0 28 Jan 2025
Pareto Set Learning for Multi-Objective Reinforcement Learning Erlong Liu Yu-Chang Wu Xiaobin Huang Chengrui Gao Ren-Jian Wang Ke Xue Chao Qian OffRL 235 2 0 12 Jan 2025
Hybridising Reinforcement Learning and Heuristics for Hierarchical Directed Arc Routing Problems Van Quang Nguyen Quoc Chuong Nguyen Thu Huong Dang Truong-Son Hy 127 0 0 03 Jan 2025
Reinforcement Learning for Multi-Truck Vehicle Routing Problems Randall Correll Sean J. Weinberg F. Sanches Takanori Ide Takafumi Suzuki Alan Arai 82 2 0 31 Dec 2024
CAD-MLLM: Unifying Multimodality-Conditioned CAD Generation With MLLM Jingwei Xu Chenyu Wang Zibo Zhao Wen Liu Yi-An Ma Shenghua Gao 105 18 0 07 Nov 2024
Entity-based Reinforcement Learning for Autonomous Cyber Defence Isaac Symes Thompson Alberto Caron Chris Hicks V. Mavroudis AAML 157 3 0 23 Oct 2024
Neural Solver Selection for Combinatorial Optimization Chengrui Gao Haopu Shang Ke Xue Chao Qian 80 0 0 13 Oct 2024
MM-Ego: Towards Building Egocentric Multimodal LLMs for Video QA Hanrong Ye Haotian Zhang Erik Daxberger Lin Chen Zongyu Lin ... Haoxuan You Dan Xu Zhe Gan Jiasen Lu Yinfei Yang EgoV MLLM 147 14 0 09 Oct 2024
IR2: Implicit Rendezvous for Robotic Exploration Teams under Sparse Intermittent Connectivity Derek Ming Siang Tan Yixiao Ma Jingsong Liang Yi Cheng Chng Yuhong Cao Guillaume Sartoretti 96 5 0 07 Sep 2024
RouteFinder: Towards Foundation Models for Vehicle Routing Problems Federico Berto Chuanbo Hua Nayeli Gast Zepeda André Hottung N. Wouda Leon Lan Kevin Tierney J. Park Jinkyoo Park 115 16 0 21 Jun 2024
Neural Combinatorial Optimization Algorithms for Solving Vehicle Routing Problems: A Comprehensive Survey with Perspectives Xuan Wu Di Wang Lijie Wen Yubin Xiao Chunguo Wu Yuesong Wu Chaoyu Yu D. Maskell You Zhou 238 7 0 01 Jun 2024
Learning Heuristics for Transit Network Design and Improvement with Deep Reinforcement Learning Andrew Holliday A. El-geneidy Gregory Dudek 78 0 0 08 Apr 2024
Ant Colony Sampling with GFlowNets for Combinatorial Optimization Minsu Kim Sanghyeok Choi Hyeon-Seob Kim Jiwoo Son Jinkyoo Park Yoshua Bengio 95 32 0 11 Mar 2024
Boosting Column Generation with Graph Neural Networks for Joint Rider Trip Planning and Crew Shift Scheduling Jiawei Lu Tinghan Ye Wenbo Chen Pascal Van Hentenryck AI4TS 81 0 0 08 Jan 2024
Neural Lattice Reduction: A Self-Supervised Geometric Deep Learning Approach Giovanni Luca Marchetti Gabriele Cesa Kumar Pratik Arash Behboodi 131 2 0 14 Nov 2023
Learning the Travelling Salesperson Problem Requires Rethinking Generalization Chaitanya K. Joshi Quentin Cappart Louis-Martin Rousseau T. Laurent 191 120 0 12 Jun 2020
Pointer Graph Networks Petar Velivcković Lars Buesing Matthew Overlan Razvan Pascanu Oriol Vinyals Charles Blundell GNN 103 62 0 11 Jun 2020
TableQA: a Large-Scale Chinese Text-to-SQL Dataset for Table-Aware SQL Generation Ningyuan Sun Xuefeng Yang Yunfeng Liu LMTD 65 34 0 10 Jun 2020
Recent Advances and Challenges in Task-oriented Dialog System Zheng Zhang Ryuichi Takanobu Qi Zhu Minlie Huang Xiaoyan Zhu LLMAG 120 177 0 17 Mar 2020
Benchmarking Graph Neural Networks Vijay Prakash Dwivedi Chaitanya K. Joshi Anh Tuan Luu T. Laurent Yoshua Bengio Xavier Bresson 484 950 0 02 Mar 2020
Learning to Fix Build Errors with Graph2Diff Neural Networks Daniel Tarlow Subhodeep Moitra Andrew Rice Zimin Chen Pierre-Antoine Manzagol Charles Sutton E. Aftandilian GNN 107 63 0 04 Nov 2019
What Gets Echoed? Understanding the "Pointers" in Explanations of Persuasive Arguments D. Atkinson K. Srinivasan Chenhao Tan 72 16 0 01 Nov 2019
Machine Comprehension by Text-to-Text Neural Question Generation Xingdi Yuan Tong Wang Çağlar Gülçehre Alessandro Sordoni Philip Bachman Sandeep Subramanian Saizheng Zhang Adam Trischler OOD 97 187 0 04 May 2017
Structural Embedding of Syntactic Trees for Machine Comprehension R. Liu Junjie Hu Wei Wei Zi Yang Eric Nyberg NAI 83 49 0 02 Mar 2017
An Attention-Based Deep Net for Learning to Rank Baiyang Wang Diego Klabjan 45 14 0 20 Feb 2017
Structured Attention Networks Yoon Kim Carl Denton Luong Hoang Alexander M. Rush 118 463 0 03 Feb 2017
Online Segment to Segment Neural Transduction Lei Yu Jan Buys Phil Blunsom 107 82 0 26 Sep 2016
Pointer Sentinel Mixture Models Stephen Merity Caiming Xiong James Bradbury R. Socher RALM 338 2,898 0 26 Sep 2016
Unsupervised Learning of Video Representations using LSTMs Nitish Srivastava Elman Mansimov Ruslan Salakhutdinov SSL 148 2,593 0 16 Feb 2015
Grammar as a Foreign Language Oriol Vinyals Lukasz Kaiser Terry Koo Slav Petrov Ilya Sutskever Geoffrey E. Hinton 121 932 0 23 Dec 2014
Show and Tell: A Neural Image Caption Generator Oriol Vinyals Alexander Toshev Samy Bengio D. Erhan 3DV 260 6,035 0 17 Nov 2014
Long-term Recurrent Convolutional Networks for Visual Recognition and Description Jeff Donahue Lisa Anne Hendricks Marcus Rohrbach Subhashini Venugopalan S. Guadarrama Kate Saenko Trevor Darrell VLM 165 6,056 0 17 Nov 2014
Neural Turing Machines Alex Graves Greg Wayne Ivo Danihelka 108 2,331 0 20 Oct 2014
Learning to Execute Wojciech Zaremba Ilya Sutskever ODL 90 560 0 17 Oct 2014
Memory Networks Jason Weston S. Chopra Antoine Bordes GNN KELM 147 1,709 0 15 Oct 2014
Sequence to Sequence Learning with Neural Networks Ilya Sutskever Oriol Vinyals Quoc V. Le AIMat 446 20,590 0 10 Sep 2014
Neural Machine Translation by Jointly Learning to Align and Translate Dzmitry Bahdanau Kyunghyun Cho Yoshua Bengio AIMat 578 27,327 0 01 Sep 2014
Generating Sequences With Recurrent Neural Networks Alex Graves GAN 167 4,039 0 04 Aug 2013