IJCAI

IMENet: Joint 3D Semantic Scene Completion and 2D Semantic Segmentation through Iterative Mutual Enhancement

Jie Li, Laiyan Ding, Rui Huang

Comments Accepted by IJCAI 2021

Source-free Domain Adaptation via Avatar Prototype Generation and Adaptation

Zhen Qiu, Yifan Zhang, Hongbin Lin, Shuaicheng Niu, Yanxia Liu, Qing Du, Mingkui Tan

Comments Accepted by IJCAI 2021

Improving Sequential Recommendation Consistency with Self-Supervised Imitation

Xu Yuan, Hongshen Chen, Yonghao Song, Xiaofang Zhao, Zhuoye Ding, Zhen He, Bo Long

Comments accepted by IJCAI 2021

Progressive Open-Domain Response Generation with Multiple Controllable Attributes

Haiqin Yang, Xiaoyuan Yao, Yiqun Duan, Jianping Shen, Jie Zhong, Kun Zhang

Comments 7 pages, 2 figures, 3 tables, in IJCAI'21

Time-Series Representation Learning via Temporal and Contextual Contrasting

Emadeldeen Eldele, Mohamed Ragab, Zhenghua Chen, Min Wu, Chee Keong Kwoh, Xiaoli Li, Cuntai Guan

Comments Accepted in IJCAI-21 conference ... please cite the conference version

Learning Nash Equilibria in Zero-Sum Stochastic Games via Entropy-Regularized Policy Approximation

Yue Guan, Qifan Zhang, Panagiotis Tsiotras

Comments Accepted at IJCAI-21

On Fairness and Interpretability

Deepak P, Sanil V, Joemon M. Jose

Comments in IJCAI 2021 Workshop on AI for Social Good, January 2021. [ Ref: https://crcs.seas.harvard.edu/publications/fairness-and-interpretability ]

MatchVIE: Exploiting Match Relevancy between Entities for Visual Information Extraction

Guozhi Tang, Lele Xie, Lianwen Jin, Jiapeng Wang, Jingdong Chen, Zhen Xu, Qianying Wang, Yaqiang Wu, Hui Li

Comments accepted by IJCAI 2021

MG-DVD: A Real-time Framework for Malware Variant Detection Based on Dynamic Heterogeneous Graph Learning

Chen Liu, Bo Li, Jun Zhao, Ming Su, Xu-Dong Liu

Comments 8 pages, 7 figures, Accepted at the 30th International Joint Conference on Artificial Intelligence(IJCAI 2021)

Efficient Black-Box Planning Using Macro-Actions with Focused Effects

Cameron Allen, Michael Katz, Tim Klinger, George Konidaris, Matthew Riemer, Gerald Tesauro

Comments To appear at IJCAI 2021; code available at https://github.com/camall3n/focused-macros

Behavior Mimics Distribution: Combining Individual and Group Behaviors for Federated Learning

Hua Huang, Fanhua Shang, Yuanyuan Liu, Hongying Liu

Comments This paper has been accepted by International Joint Conference on Artificial Intelligence (IJCAI) 2021

Improved Acyclicity Reasoning for Bayesian Network Structure Learning with Constraint Programming

Fulya Trösser, Simon de Givry, George Katsirelos

Journal ref 30th International Joint Conference on Artificial Intelligence (IJCAI-21), Aug 2021, Montreal, Canada

Graph Universal Adversarial Attacks: A Few Bad Actors Ruin Graph Learning Models

Xiao Zang, Yi Xie, Jie Chen, Bo Yuan

Comments IJCAI 2021. Code is available at https://github.com/chisam0217/Graph-Universal-Attack

Domain-Smoothing Network for Zero-Shot Sketch-Based Image Retrieval

Zhipeng Wang, Hao Wang, Jiexi Yan, Aming Wu, Cheng Deng

Comments Accepted to IJCAI 2021

A Clustering-based Framework for Classifying Data Streams

Xuyang Yan, Abdollah Homaifar, Mrinmoy Sarkar, Abenezer Girma, Edward Tunstel

Comments This paper has been accepted by IJCAI 2021

Mapping Slums with Medium Resolution Satellite Imagery: a Comparative Analysis of Multi-Spectral Data and Grey-level Co-occurrence Matrix Techniques

Agatha C. H. de Mattos, Gavin McArdle, Michela Bertolotto

Comments Accepted at the 3rd Workshop on Artificial Intelligence for Social Good (IJCAI 2021)

Boosting Offline Reinforcement Learning with Residual Generative Modeling

Hua Wei, Deheng Ye, Zhao Liu, Hao Wu, Bo Yuan, Qiang Fu, Wei Yang, Zhenhui Li

Comments Accepted by IJCAI 2021, appendix included, 9 pages, 4 figures, 2 tables

PIANO: A Parametric Hand Bone Model from Magnetic Resonance Imaging

Yuwei Li, Minye Wu, Yuyao Zhang, Lan Xu, Jingyi Yu

Comments Accepted to IJCAI 2021

Discrepancies in Epidemiological Modeling of Aggregated Heterogeneous Data

Anna L. Trella, Peniel N. Argaw, Michelle M. Li, James A. Hay

Comments Accepted to IJCAI 2021 Workshop on Artificial Intelligence for Social Good

A Sequence-to-Set Network for Nested Named Entity Recognition

Zeqi Tan, Yongliang Shen, Shuai Zhang, Weiming Lu, Yueting Zhuang

Comments Accepted to IJCAI 2021, submission version

Can Self Reported Symptoms Predict Daily COVID-19 Cases?

Parth Patwa, Viswanatha Reddy, Rohan Sukumaran, Sethuraman TV, Eptehal Nashnoush, Sheshank Shankar, Rishemjit Kaur, Abhishek Singh, Ramesh Raskar

Comments Accepted as a full-length oral presentation at the International Workshop on Artificial Intelligence for Social Good (AI4SG), IJCAI-21

Improving Multi-agent Coordination by Learning to Estimate Contention

Panayiotis Danassis, Florian Wiedemair, Boi Faltings

Comments Accepted to the 30th International Joint Conference on Artificial Intelligence (IJCAI-21)

HifiFace: 3D Shape and Semantic Prior Guided High Fidelity Face Swapping

Yuhan Wang, Xu Chen, Junwei Zhu, Wenqing Chu, Ying Tai, Chengjie Wang, Jilin Li, Yongjian Wu, Feiyue Huang, Rongrong Ji

Comments Accepted to IJCAI 2021, project website: https://johann.wang/HifiFace

Unsupervised Path Representation Learning with Curriculum Negative Sampling

Sean Bin Yang, Chenjuan Guo, Jilin Hu, Jian Tang, Bin Yang

Comments This paper has been accepted by IJCAI-21

Towards Understanding Deep Learning from Noisy Labels with Small-Loss Criterion

Xian-Jin Gui, Wei Wang, Zhang-Hao Tian

Comments Accepted to International Joint Conference on Artificial Intelligence (IJCAI) 2021, includes non-archival supplementary material

Smart Contract Vulnerability Detection: From Pure Neural Network to Interpretable Graph Feature and Expert Pattern Fusion

Zhenguang Liu, Peng Qian, Xiang Wang, Lei Zhu, Qinming He, Shouling Ji

Comments This paper has been accepted by IJCAI 2021

Bandit Modeling of Map Selection in Counter-Strike: Global Offensive

Guido Petri, Michael H. Stanley, Alec B. Hon, Alexander Dong, Peter Xenopoulos, Cláudio Silva

Comments 6 pages, 3 figures, IJCAI-AISA 2021

Solving Continuous Control with Episodic Memory

Igor Kuznetsov, Andrey Filchenkov

Comments To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

Context-Aware Image Inpainting with Learned Semantic Priors

Wendong Zhang, Junwei Zhu, Ying Tai, Yunbo Wang, Wenqing Chu, Bingbing Ni, Chengjie Wang, Xiaokang Yang

Comments Accepted by IJCAI 2021

Twin Systems for DeepCBR: A Menagerie of Deep Learning and Case-Based Reasoning Pairings for Explanation and Data Augmentation

Mark T Keane, Eoin M Kenny, Mohammed Temraz, Derek Greene, Barry Smyth

Comments 7 pages,4 figures, 2 tables

Journal ref IJCAI-21 Workshop on DL-CBR-AML, July 2021