IJCAI

Table Pre-training: A Survey on Model Architectures, Pre-training Objectives, and Downstream Tasks

Haoyu Dong, Zhoujun Cheng, Xinyi He, Mengyu Zhou, Anda Zhou, Fan Zhou, Ao Liu, Shi Han, Dongmei Zhang

Comments Accepted by IJCAI'2022 survey track

Unsupervised Multi-Modal Medical Image Registration via Discriminator-Free Image-to-Image Translation

Zekang Chen, Jia Wei, Rui Li

Comments Accepted in IJCAI 2022

Learning First-Order Rules with Differentiable Logic Program Semantics

Kun Gao, Katsumi Inoue, Yongzhi Cao, Hanpin Wang

Comments Accepted by IJCAI 2022

Multi-Player Multi-Armed Bandits with Finite Shareable Resources Arms: Learning Algorithms & Applications

Xuchuang Wang, Hong Xie, John C. S. Lui

Comments To appear at IJCAI 22

Federated Learning on Heterogeneous and Long-Tailed Data via Classifier Re-Training with Federated Features

Xinyi Shang, Yang Lu, Gang Huang, Hanzi Wang

Comments Accepted by IJCAI-ECAI 2022, camera-ready version

Region-level Contrastive and Consistency Learning for Semi-Supervised Semantic Segmentation

Jianrong Zhang, Tianyi Wu, Chuanghao Ding, Hongwei Zhao, Guodong Guo

Comments Accepted by IJCAI 2022 (Long Oral)

Bounded Memory Adversarial Bandits with Composite Anonymous Delayed Feedback

Zongqi Wan, Xiaoming Sun, Jialin Zhang

Comments IJCAI'2022

A Survey on Machine Learning Approaches for Modelling Intuitive Physics

Jiafei Duan, Arijit Dasgupta, Jason Fischer, Cheston Tan

Comments Paper accepted at IJCAI 2022 (Survey Track)

Exchangeability-Aware Sum-Product Networks

Stefan Lüdtke, Christian Bartelt, Heiner Stuckenschmidt

Comments accepted at IJCAI 2022

A Survey on Dialogue Summarization: Recent Advances and New Frontiers

Xiachong Feng, Xiaocheng Feng, Bing Qin

Comments IJCAI 2022 Survey Track

CATrans: Context and Affinity Transformer for Few-Shot Segmentation

Shan Zhang, Tianyi Wu, Sitong Wu, Guodong Guo

Comments Accepted by IJCAI 2022

Heterogeneous Ensemble Knowledge Transfer for Training Large Models in Federated Learning

Yae Jee Cho, Andre Manoel, Gauri Joshi, Robert Sim, Dimitrios Dimitriadis

Comments To appear in the proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI 2022)

Relational Abstractions for Generalized Reinforcement Learning on Symbolic Problems

Rushang Karia, Siddharth Srivastava

Comments To be published in IJCAI-22

Residual Contrastive Learning for Image Reconstruction: Learning Transferable Representations from Noisy Images

Nanqing Dong, Matteo Maggioni, Yongxin Yang, Eduardo Pérez-Pellitero, Ales Leonardis, Steven McDonagh

Comments Accepted by IJCAI 2022

Generalized Kings and Single-Elimination Winners in Random Tournaments

Pasin Manurangsi, Warut Suksompong

Comments Appears in the 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021

Journal ref Autonomous Agents and Multi-Agent Systems, 36(2):28 (2022)

Rethinking the Promotion Brought by Contrastive Learning to Semi-Supervised Node Classification

Deli Chen, Yankai Lin, Lei Li, Xuancheng Ren, Peng Li, Jie Zhou, Xu Sun

Comments Accepted by IJCAI-2022

Learning Meta Word Embeddings by Unsupervised Weighted Concatenation of Source Embeddings

Danushka Bollegala

Comments Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI-2022)

Robust Audio-Visual Instance Discrimination via Active Contrastive Set Mining

Hanyu Xuan, Yihong Xu, Shuo Chen, Zhiliang Wu, Jian Yang, Yan Yan, Xavier Alameda-Pineda

Comments 7 pages, 4 figures, accepted at IJCAI 2022

Stochastic Coherence Over Attention Trajectory For Continuous Learning In Video Streams

Matteo Tiezzi, Simone Marullo, Lapo Faggi, Enrico Meloni, Alessandro Betti, Stefano Melacci

Comments Accepted for publication in the 31st International Joint Conference on Artificial Intelligence (IJCAI-ECAI 2022)

Multi-Agent Reinforcement Learning for Traffic Signal Control through Universal Communication Method

Qize Jiang, Minhao Qin, Shengmin Shi, Weiwei Sun, Baihua Zheng

Comments IJCAI 2022

Mixed Strategies for Security Games with General Defending Requirements

Rufan Bai, Haoxing Lin, Xinyu Yang, Xiaowei Wu, Minming Li, Weijia Jia

Comments Accepted by IJCAI-2022

SyntaSpeech: Syntax-Aware Generative Adversarial Text-to-Speech

Zhenhui Ye, Zhou Zhao, Yi Ren, Fei Wu

Comments Accepted by IJCAI-2022. 12 pages

A Survey on Word Meta-Embedding Learning

Danushka Bollegala, James O'Neill

Comments Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI-2022)

Journal ref Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI-2022)

FedDUAP: Federated Learning with Dynamic Update and Adaptive Pruning Using Shared Data on the Server

Hong Zhang, Ji Liu, Juncheng Jia, Yang Zhou, Huaiyu Dai, Dejing Dou

Comments To appear in IJCAI, 7 pages, 4 figures, 2 tables

"Think Before You Speak": Improving Multi-Action Dialog Policy by Planning Single-Action Dialogs

Shuo Zhang, Junzhou Zhao, Pinghui Wang, Yu Li, Yi Huang, Junlan Feng

Comments IJCAI 2022 long oral presentation

Video Frame Interpolation Based on Deformable Kernel Region

Haoyue Tian, Pan Gao, Xiaojiang Peng

Comments Accepted to the 31st International Joint Conference on Artificial Intelligence(IJCAI-ECAI 2022)

On Tracking Dialogue State by Inheriting Slot Values in Mentioned Slot Pools

Zhoujian Sun, Zhengxing Huang, Nai Ding

Comments Accept in IJCAI-ECAI 2022

Survey on Graph Neural Network Acceleration: An Algorithmic Perspective

Xin Liu, Mingyu Yan, Lei Deng, Guoqi Li, Xiaochun Ye, Dongrui Fan, Shirui Pan, Yuan Xie

Comments Accepted by International Joint Conference on Artificial Intelligence (IJCAI-22)

Spatial-Temporal Sequential Hypergraph Network for Crime Prediction with Dynamic Multiplex Relation Learning

Lianghao Xia, Chao Huang, Yong Xu, Peng Dai, Liefeng Bo, Xiyue Zhang, Tianyi Chen

Comments This paper has been published as a research paper at IJCAI 2021

Constrained Adaptive Projection with Pretrained Features for Anomaly Detection

Xingtai Gui, Di Wu, Yang Chang, Shicai Fan

Comments Accepted to IJCAI 2022 Main Track. This version includes 6 pages of main paper, 2 pages of Appendix