2022 IJCAI 关于图的接收列表

Long Presentation

A Simple yet Effective Method for Graph Classification
Junran Wu, Shangzhe Li, Jianhao Li, Yicheng Pan, Ke Xu

#961

Subgraph Neighboring Relations Infomax for Inductive Link Prediction on Knowledge Graphs
Xiaohan Xu, Peng Zhang, Yongquan He, Chengpeng Chao, Chaoyang Yan

#1235

Personalized Federated Learning With a Graph
Fengwen Chen, Guodong Long, Zonghan Wu, Tianyi Zhou, Jing Jiang

Scheduled on July 27th at 10:00:00

#2258

Vertically Federated Graph Neural Network for Privacy-Preserving Node Classification
Chaochao Chen, Jun Zhou, Longfei Zheng, Huiwen Wu, Lingjuan Lyu, Jia Wu, Bingzhe Wu, Ziqi Liu, Li Wang, Xiaolin Zheng

#2303

GRELEN: Multivariate Time Series Anomaly Detection from the Perspective of Graph Relational Learning
Weiqi ZHANG, Chen Zhang, Fugee Tsung

#2515

CGMN: A Contrastive Graph Matching Network for Self-Supervised Graph Similarity Learning
Di Jin, Luzhi Wang, YIZHEN ZHENG, Xiang Li, Fei Jiang, Wei Lin, Shirui Pan

#2560

RAW-GNN: RAndom Walk Aggregation based Graph Neural Network
Di Jin, Rui Wang, Meng Ge, Dongxiao He, Xiang Li, Wei Lin, Weixiong Zhang

#2639

Cluster Attack: Query-based Adversarial Attacks on Graph with Graph-Dependent Priors
Zhengyi Wang, Zhongkai Hao, Ziqiao Wang, Hang Su, Jun Zhu

#4277

Interactive Information Extraction by Semantic Information Graph
Siqi Fan, Yequan Wang, Jing Li, Zheng Zhang, Shuo Shang, Peng Han

Scheduled on July 27th at 10:00:00

#4554

Lexicographic Multi-Objective Reinforcement Learning
Joar Skalse, Lewis Hammond, Charlie Griffin, Alessandro Abate

Scheduled on July 29th at 10:00:00

#4861

Subsequence-based Graph Routing Network for Capturing Multiple Risk Propagation Processes
Rui Cheng, Qing Li

#4914

On the Channel Pruning using Graph Convolution Network for Convolutional Neural Network Acceleration
Di Jiang, Yuan Cao, Qiang Yang

#5662

A Formal Model for Multiagent Q-Learning Dynamics on Regular Graphs
Chen Chu, Yong Li, Jinzhuo Liu, Shuyue Hu, Xuelong Li, Zhen Wang

#6018

Spiking Graph Convolutional Networks
Zulun Zhu, Jiaying Peng, Jintang Li, Liang Chen, Qi Yu, Siqiang Luo

#6083

Ensemble Multi-Relational Graph Neural Networks
Yuling Wang, Hao Xu, Yanhua Yu, Mengdi Zhang, Zhenhao Li, Yuji Yang, Wei Wu

Short Presentation

#197

Graph Masked Autoencoder Enhanced Predictor for Neural Architecture Search
Kun Jing, Jungang Xu, Pengfei Li

#252

Initializing Then Refining: A Simple Graph Attribute Imputation Network
Wenxuan Tu, Sihang Zhou, Xinwang Liu, Yue Liu, Zhiping Cai, En Zhu, Changwang Zhang, Jieren Cheng

#429

A Sparse-Motif Ensemble Graph Convolutional Network against Over-smoothing
Xuan Jiang, Zhiyong Yang, Peisong Wen, Li Su, Qingming Huang

#467

Biological Instance Segmentation with a Superpixel-Guided Graph
Xiaoyu Liu, Wei Huang, Yueyi Zhang, Zhiwei Xiong

#493

EMGC$^2$F: Efficient Multi-view Graph Clustering with Comprehensive Fusion
Danyang Wu, Jitao Lu, Feiping Nie, Rong Wang, Yuan Yuan

#513

Learning Multi-dimensional Edge Feature-based AU Relation Graph for Facial Action Unit Recognition
Cheng Luo, Siyang Song, Weicheng Xie, Linlin Shen, Hatice Gunes

Scheduled on July 29th at 10:00:00

#519

Deep Graph Matching for Partial Label Learning
Gengyu Lyu, Yanan Wu, Songhe Feng

#670

Positive-Unlabeled Learning with Adversarial Data Augmentation for Knowledge Graph Completion
Zhenwei Tang, Shichao Pei, Zhao Zhang, Yongchun Zhu, Fuzhen Zhuang, Robert Hoehndorf, Xiangliang Zhang

Scheduled on July 27th at 11:15:00

#784

Neural Subgraph Explorer: Reducing Noisy Information via Target-oriented Syntax Graph Pruning
Bowen Xing, Ivor Tsang

Scheduled on July 29th at 10:00:00

#790

Multi-Graph Fusion Networks for Urban Region Embedding
Shangbin Wu, Xu Yan, Xiaoliang Fan, Shirui Pan, Shichao Zhu, Chuanpan Zheng, Ming Cheng, Cheng Wang

#1042

Learning Graph-based Residual Aggregation Network for Group Activity Recognition
Wei Li, Tianzhao Yang, Xiao Wu, Zhaoquan Yuan

#1071

Gromov-Wasserstein Discrepancy with Local Differential Privacy for Distributed Structural Graphs
Hongwei Jin, Xun Chen

#1448

Modeling Precursors for Temporal Knowledge Graph Reasoning via Auto-encoder Structure
Yifu Gao, Linhui Feng, Zhigang Kan, Yi Han, Linbo Qiao, Dongsheng Li

#1532

Stabilizing and Enhancing Link Prediction through Deepened Graph Auto-Encoders
xinxing wu, Qiang Cheng

Scheduled on July 27th at 11:15:00

#1592

Conversational Semantic Role Labeling with Predicate-Oriented Latent Graph
Hao Fei, Shengqiong Wu, Meishan Zhang, Yafeng Ren, Donghong Ji

#1608

Augmenting Knowledge Graphs for Better Link Prediction
Jiang Wang, Filip Ilievski, Pedro Szekely, Ke-Thia Yao

Scheduled on July 28th at 10:00:00

#1625

RoSA: A Robust Self-aligned Framework for Node-node Graph Contrastive Learning
Yun Zhu, Jianhao Guo, Fei Wu, Siliang Tang

#1787

Entity Alignment with Reliable Path Reasoning and Relation-aware Heterogeneous Graph Transformer
Weishan Cai, Wenjun Ma, Jieyu Zhan, Yuncheng Jiang

#1809

Hierarchical Diffusion Scattering Graph Neural Network
Ke Zhang, Xinyan Pu, Jiaxing Li, Jiasong Wu, Huazhong Shu, Youyong Kong

#1814

Document-level Relation Extraction via Subgraph Reasoning
Xingyu Peng, Chong Zhang, Ke Xu

#1874

Bootstrapping Informative Graph Augmentation via A Meta Learning Approach
Hang Gao, Jiangmeng Li, Wenwen Qiang, Lingyu Si, Fuchun Sun, Changwen Zheng

#1970

Hypertron: Explicit Social-Temporal Hypergraph Framework for Multi-Agent Forecasting
Yu Tian, Xingliang Huang, Ruigang Niu, Hongfeng Yu, Peijin Wang, Xian Sun

#2099

Dynamic Graph Learning Based on Hierarchical Memory for Origin-Destination Demand Prediction
Ruixing Zhang, Liangzhe Han, Boyi Liu, Jiayuan Zeng, Leilei Sun

#2150

LTLf Synthesis as AND-OR Graph Search: Knowledge Compilation at Work
Giuseppe De Giacomo, Marco Favorito, Jianwen Li, Moshe Vardi, Shengping Xiao, Shufang Zhu

Scheduled on July 29th at 11:15:00

#2216

Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs
Zhiwei Hu, Victor Gutierrez Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan

Scheduled on July 27th at 11:15:00

#2247

Data-Free Adversarial Knowledge Distillation for Graph Neural Networks
Yuanxin Zhuang, Lingjuan Lyu, Chuan Shi, Carl Yang, Lichao Sun

#2308

Communicative Subgraph Representation Learning for Multi-Relational Inductive Drug-Gene Interaction Prediction
Jiahua Rao, Shuangjia Zheng, Sijie Mai, Yuedong Yang

#2351

Enhancing Sequential Recommendation with Graph Contrastive Learning
Yixin Zhang, Yong Liu, Yonghui Xu, Hao Xiong, Chenyi Lei, Wei He, Lizhen Cui, Chunyan Miao

#2373

FAITH: Few-Shot Graph Classification with Hierarchical Task Graphs
Song Wang, Yushun Dong, Xiao Huang, Chen Chen, Jundong Li

#2460

Eliminating Backdoor Triggers for Deep Neural Networks Using Attention Relation Graph Distillation
Jun Xia, Ting Wang, Jiepin Ding, Xian Wei, Mingsong Chen

#2469

RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation
Yijun Tian, Chuxu Zhang, Zhichun Guo, Chao Huang, Ronald Metoyer, Nitesh V. Chawla

Scheduled on July 28th at 10:00:00

#2488

Long-term Spatio-Temporal Forecasting via Dynamic Multiple-Graph Attention
Wei Shao, Zhiling Jin, Shuo Wang, Yufan Kang, Xiao Xiao, Hamid Menouar, Zhaofeng Zhang, Junshan Zhang, Flora Salim

Scheduled on July 29th at 11:15:00

#2559

Effective Graph Context Representation for Document-level Machine Translation
Kehai Chen, Muyun Yang, Masao Utiyama, Eiichiro Sumita, Rui Wang, Min Zhang

#2709

MERIT: Learning Multi-level Representations on Temporal Graphs
Binbin Hu, Zhengwei Wu, Jun Zhou, Ziqi Liu, Zhigang Huangfu, Zhiqiang Zhang, Chaochao Chen

#2721

Control Globally, Understand Locally: A Global-to-Local Hierarchical Graph Network for Emotional Support Conversation
Wei Peng, Yue Hu, Luxi Xing, Yuqiang Xie, Yajing Sun, Yunpeng Li

#2786

Graph-based Dynamic Word Embeddings
Yuyin Lu, Xin Cheng, Ziran Liang, Yanghui Rao

#2851

Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph
Tong Zhu, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Nicholas Yuan, Min Zhang

#2867

Contrastive Graph Transformer Network for Personality Detection
Yangfu Zhu, Linmei Hu, Xinkai Ge, Wanrong Peng, Bin Wu

#3986

Biased Majority Opinion Dynamics: Exploiting graph $k$-domination
Hicham Lesfari, Frédéric Giroire, Stéphane Perennes

Scheduled on July 28th at 11:15:00

#4016

Beyond Homophily: Structure-aware Path Aggregation Graph Neural Network
Yifei Sun, Haoran Deng, Yang Yang, Chunping Wang, Jiarong Xu, Renhong Huang, Linfeng Cao, YANG WANG, Lei CHEN

#4126

The Complexity of Envy-Free Graph Cutting
Argyrios Deligkas, Eduard Eiben, Robert Ganian, Thekla Hamm, Sebastian Ordyniak

Scheduled on July 29th at 11:15:00

#4176

Raising the Bar in Graph-level Anomaly Detection
Chen Qiu, Marius Kloft, Stephan Mandt, Maja Rudolph

Scheduled on July 29th at 11:15:00

#4191

Fine-Tuning Graph Neural Networks via Graph Topology induced Optimal Transport
Jiying Zhang, Xi Xiao, Long-Kai Huang, Yu Rong, Yatao Bian

#4213

Attributed Graph Clustering with Dual Redundancy Reduction
Lei Gong, Sihang Zhou, Wenxuan Tu, Xinwang Liu

#4282

FOGS: First-Order Gradient Supervision with Learning-based Graph for Traffic Flow Forecasting
Xuan Rao, Hao Wang, Shuo Shang, Liang Zhang, Jing Li, Peng Han

Scheduled on July 27th at 10:00:00

#4325

SGAT: Simplicial Graph Attention Network
See Hian Lee, Feng Ji, Wee Peng Tay

Scheduled on July 29th at 10:00:00

#4423

Escaping Feature Twist: A Variational Graph Auto-Encoder for Node Clustering
Nairouz Mrabah, Mohamed Bouguessa, Riadh Ksantini

Scheduled on July 27th at 11:15:00

#4484

Recipe2Vec: Multi-modal Recipe Representation Learning with Graph Neural Networks
Yijun Tian, Chuxu Zhang, Zhichun Guo, Yihong Ma, Ronald Metoyer, Nitesh V. Chawla

Scheduled on July 27th at 11:15:00

#4551

Adversarial Explanations for Knowledge Graph Embeddings
Patrick Betz, Christian Meilicke, Heiner Stuckenschmidt

Scheduled on July 27th at 10:00:00

#4907

Encoding Probabilistic Graphical Models into Stochastic Boolean Satisfiability
Cheng-Han Hsieh, Jie-Hong Jiang

#4915

Filtration-Enhanced Graph Transformation
Zijian Chen, Ronghua Li, Hongchao Qin, Huanzhong Duan, Yanxiong Lu, Qiangqiang Dai, Guoren Wang

#5057

Can Abnormality be Detected by Graph Neural Networks?
Ziwei Chai, Siqi You, Yang Yang, Shiliang Pu, Jiarong Xu, Haoyang Cai, Weihao Jiang

#5104

A Strengthened Branch and Bound Algorithm for the Maximum Common (Connected) Subgraph Problem
Jianrong Zhou, Kun He, Jiongzhi Zheng, Chu-Min Li, Yanli Liu

#5119

Monolith to Microservices: Representing Application Software through Heterogeneous Graph Neural Network
Alex Mathai, Sambaran Bandyopadhyay, Utkarsh Desai, Srikanth Tamilselvam

Scheduled on July 28th at 10:00:00

#5183

Online ECG emotion recognition for unknown subjects via hypergraph-based transfer learning
Yalan Ye, Tongjie Pan, Qianhe Meng, Jingjing Li, Li Lu

#5299

Table2Graph: Transforming Tabular Data to Unified Weighted Graph
Kaixiong Zhou, Zirui Liu, Rui Chen, Li Li, Soo-Hyun Choi, Xia Hu

Scheduled on July 29th at 10:00:00

#5302

Regularized Graph Structure Learning with Semantic Knowledge for Multi-variates Time-Series Forecasting
Hongyuan Yu, ting li, Weichen Yu, Jianguo Li, Yan Huang, Liang Wang, Alex Liu

#5378

Multi-view Unsupervised Graph Representation Learning
Jiangzhang Gan, Rongyao Hu, Mengmeng Zhan, Yujie Mo, Yingying Wan, Xiaofeng Zhu

#5395

TGNN: A Joint Semi-supervised Framework for Graph-level Classification
Wei Ju, Xiao Luo, Meng Qu, Yifan Wang, Chong Chen, Minghua Deng, Xian-Sheng Hua, Ming Zhang

#5445

Leveraging the Wikipedia Graph for Evaluating Word Embeddings
Joachim Giesen, Paul Kahlmeyer, Frank Nussbaum, Sina Zarrieß

Scheduled on July 29th at 11:15:00

#5497

TiRGN: Time-Guided Recurrent Graph Network with Local-Global Historical Patterns for Temporal Knowledge Graph Reasoning
Yujia Li, Shiliang Sun, Jing Zhao

#5517

Efficient Budgeted Graph Search
Jasmeet Kaur, Nathan Sturtevant

Scheduled on July 27th at 10:00:00

#5528

Rethinking the setting of semi-supervised learning on graphs
Ziang Li, Ming Ding, Weikai Li, Zihan Wang, Ziyu Zeng, Yukuo Cen, Jie Tang

#5736

Meta-Learning Based Knowledge Extrapolation for Knowledge Graphs in the Federated Setting
Mingyang Chen, Wen Zhang, Zhen Yao, Xiangnan Chen, Mengxiao Ding, Fei Huang, Huajun Chen

#5772

GraphDIVE: Graph Classification by Mixture of Diverse Experts
Fenyu Hu, Liping Wang, Qiang Liu, Shu Wu, Liang Wang, Tieniu Tan

Scheduled on July 29th at 10:00:00

#5810

A Native Qualitative Numeric Planning Solver Based on AND/OR Graph Search
Hemeng Zeng, Yikun Liang, Yongmei Liu

#5852

Lexicographic entailment, syntax splitting and the drowning problem
Jesse Heyninck, Gabriele Kern-Isberner, Thomas Meyer

Scheduled on July 26th at 16:15:00

#5889

DyGRAIN: An Incremental Learning Framework for Dynamic Graphs
Seoyoon Kim, Seongjun Yun, Jaewoo Kang

Scheduled on July 29th at 10:00:00

#5959

Learning Continuous Graph Structure with Bilevel Programming for Graph Neural Networks
Minyang Hu, Hong Chang, Bingpeng Ma, Shiguang Shan

#6086

Hypergraph Structure Learning for Hypergraph Neural Networks
Derun Cai, Moxian Song, Chenxi Sun, Baofeng Zhang, Shenda Hong, Hongyan Li

#6095

Proximity Enhanced Graph Neural Networks with Channel Contrast
Wei Zhuo, Guang Tan

#6199

Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies
Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar

Scheduled on July 28th at 11:15:00

#6218

Self-supervised Graph Neural Networks for Multi-behavior Recommendation
Shuyun Gu, Xiao Wang, Chuan Shi, Ding Xiao

#7449

Generalisation of alpha-beta search for AND-OR graphs with partially ordered values
Junkang Li, Bruno Zanuttini, Tristan Cazenave, Véronique Ventos

Scheduled on July 26th at 11:15:00

#7669

Detecting out-of-context objects using graph contextual reasoning network
Manoj Acharya, Anirban Roy, Kaushik Koneripalli, Susmit Jha, Christopher Kanan, Ajay Divakaran

Scheduled on July 27th at 11:15:00