IJCAI

Explaining Deep Learning Hidden Neuron Activations using Concept Induction

Abhilekha Dalal, Md Kamruzzaman Sarker, Adrita Barua, Pascal Hitzler

Comments Submitted to IJCAI-23

Controllable Neural Story Plot Generation via Reward Shaping

Pradyumna Tambwekar, Murtaza Dhuliawala, Lara J. Martin, Animesh Mehta, Brent Harrison, Mark O. Riedl

Comments Pradyumna Tambwekar & Murtaza Dhuliawala contributed equally

Journal ref In International Joint Conference on Artificial Intelligence (IJCAI), Macau, China, Jul. 2019, pp. 5982-5988

Mechanism Design with Predictions

Chenyang Xu, Pinyan Lu

Comments To appear in IJCAI 2022

A Polynomial-time, Truthful, Individually Rational and Budget Balanced Ridesharing Mechanism

Tatsuya Iwase, Sebastian Stein, Enrico H. Gerding

Journal ref Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2021

A Polynomial-time Decentralised Algorithm for Coordinated Management of Multiple Intersections

Tatsuya Iwase, Sebastian Stein, Enrico H. Gerding, Archie Chapman

Journal ref Proceedings of the International Joint Conference on Artificial Intelligence (IJCAI), 2022

Agents Incorporating Identity and Dynamic Teams in Social Dilemmas

Kyle Tilbury, Jesse Hoey

Comments This paper appeared at the Workshop on Ad Hoc Teamwork, at IJCAI 2022

Near-Tight Algorithms for the Chamberlin-Courant and Thiele Voting Rules

Krzysztof Sornat, Virginia Vassilevska Williams, Yinzhan Xu

Comments 18 pages. A conference version of this work appears in IJCAI 2022

Taylor-Lagrange Neural Ordinary Differential Equations: Toward Fast Training and Evaluation of Neural ODEs

Franck Djeumou, Cyrus Neary, Eric Goubault, Sylvie Putot, Ufuk Topcu

Comments Final submission IJCAI 2022

Lexicographic Multi-Objective Reinforcement Learning

Joar Skalse, Lewis Hammond, Charlie Griffin, Alessandro Abate

Journal ref IJCAI 2022; Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence. Main Track, Pages 3430-3436

AggPose: Deep Aggregation Vision Transformer for Infant Pose Estimation

Xu Cao, Xiaoye Li, Liya Ma, Yi Huang, Xuan Feng, Zening Chen, Hongwu Zeng, Jianguo Cao

Comments In Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-22) Special Track on AI for Good

Journal ref 31st International Joint Conference on Artificial Intelligence (IJCAI-22). (2022) 700

A Physics-Informed Neural Network to Model Port Channels

Marlon S. Mathias, Marcel R. de Barros, Jefferson F. Coelho, Lucas P. de Freitas, Felipe M. Moreno, Caio F. D. Netto, Fabio G. Cozman, Anna H. R. Costa, Eduardo A. Tannuri, Edson S. Gomi, Marcelo Dottori

Comments Published at the Workshop AI: Modeling Oceans and Climate Change (AIMOCC 2022), held in conjunction with the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022)

Prescriptive Process Monitoring in Intelligent Process Automation with Chatbot Orchestration

Sergey Zeltyn, Segev Shlomov, Avi Yaeli, Alon Oved

Comments IJCAI 2022 Workshop on Process Management in the AI era (PMAI)

Behavioral Experiments for Understanding Catastrophic Forgetting

Samuel J. Bell, Neil D. Lawrence

Journal ref Presented at the AI Evaluation Beyond Metrics (EBeM) Workshop at IJCAI, Vienna 2022

Online Planning in POMDPs with Self-Improving Simulators

Jinke He, Miguel Suau, Hendrik Baier, Michael Kaisers, Frans A. Oliehoek

Comments presented at IJCAI 2022

Learning to Reverse DNNs from AI Programs Automatically

Simin Chen, Hamed Khanpour, Cong Liu, Wei Yang

Comments This paper is accepted by IJCAI 2022

DiRe Committee : Diversity and Representation Constraints in Multiwinner Elections

Kunal Relia

Comments 32 pages, 8 figures, 2 tables, 4 algorithms

Journal ref Shorter version in Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI-2022) AI for Good. Pages 5143-5149

Image-text Retrieval: A Survey on Recent Research and Development

Min Cao, Shiping Li, Juntao Li, Liqiang Nie, Min Zhang

Comments Accpted by IJCAI'2022 survey track

Evaluating the Faithfulness of Saliency-based Explanations for Deep Learning Models for Temporal Colour Constancy

Matteo Rizzo, Cristina Conati, Daesik Jang, Hui Hu

Journal ref 2022 IJCAI Workshop on XAI

Rethink the Connections among Generalization, Memorization and the Spectral Bias of DNNs

Xiao Zhang, Haoyi Xiong, Dongrui Wu

Comments IJCAI-21. Int'l Joint. Conf. on Artificial Intelligence (IJCAI), Montreal, Canada, August 2021

Comparing the Digital Annealer with Classical Evolutionary Algorithm

Mayowa Ayodele

Comments 17 pages, New Architectures for Search and Optimization workshop, INTERNATIONAL JOINT CONFERENCE ON ARTIFICIAL INTELLIGENCE

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

Comments Accepted by IJCAI,2022

A Closed-Loop Perception, Decision-Making and Reasoning Mechanism for Human-Like Navigation

Wenqi Zhang, Kai Zhao, Peng Li, Xiao Zhu, Yongliang Shen, Yanna Ma, Yingfeng Chen, Weiming Lu

Comments 8 pages,7 figures

Journal ref 31st International Joint Conference on Artificial Intelligence, IJCAI 2022. International Joint Conferences on Artificial Intelligence, 2022: 4717--4724

Few-Shot Adaptation of Pre-Trained Networks for Domain Shift

Wenyu Zhang, Li Shen, Wanyue Zhang, Chuan-Sheng Foo

Comments Accepted to IJCAI 2022

BiFSMN: Binary Neural Network for Keyword Spotting

Haotong Qin, Xudong Ma, Yifu Ding, Xiaoyang Li, Yang Zhang, Yao Tian, Zejun Ma, Jie Luo, Xianglong Liu

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

Good AI for Good: How AI Strategies of the Nordic Countries Address the Sustainable Development Goals

Andreas Theodorou, Juan Carlos Nieves, Virginia Dignum

Comments IJCAI-AIofAI 2022 : 2nd Workshop on Adverse Impacts and Collateral Effects of AI Technologies

HashNWalk: Hash and Random Walk Based Anomaly Detection in Hyperedge Streams

Geon Lee, Minyoung Choe, Kijung Shin

Comments Accepted in IJCAI 2022

Domain Adaptation via Maximizing Surrogate Mutual Information

Haiteng Zhao, Chang Ma, Qinyu Chen, Zhi-Hong Deng

Journal ref International Joint Conference on Artificial Intelligence 2022

Fairness without the sensitive attribute via Causal Variational Autoencoder

Vincent Grari, Sylvain Lamprier, Marcin Detyniecki

Comments 8 pages, 9 figures

Journal ref IJCAI 2022

Threshold Treewidth and Hypertree Width

Andre Schidler, Robert Ganian, Manuel Sorge, Stefan Szeider

Comments 24 pages, 4 figures. An extended abstract appeared at IJCAI 2020. A full version appeared in the Journal of Artificial Intelligence Research

Journal ref Journal of Artificial Intelligence Research, 74:1687-1713, 2022

Efficient Neural Neighborhood Search for Pickup and Delivery Problems

Yining Ma, Jingwen Li, Zhiguang Cao, Wen Song, Hongliang Guo, Yuejiao Gong, Yeow Meng Chee

Comments Accepted at IJCAI 2022 (short oral)