IJCAI

Semi-supervised Domain Adaptation via Prototype-based Multi-level Learning

Xinyang Huang, Chuang Zhu, Wenkai Chen

Comments IJCAI 2023. To avoid confusion, update to a more complete version

CiT-Net: Convolutional Neural Networks Hand in Hand with Vision Transformers for Medical Image Segmentation

Tao Lei, Rui Sun, Xuan Wang, Yingbo Wang, Xi He, Asoke Nandi

Comments 9 pages, 3 figures, 3 tables

Journal ref The 32nd International Joint Conference on Artificial Intelligence, IJCAI2023, MACAO

CCLF: A Contrastive-Curiosity-Driven Learning Framework for Sample-Efficient Reinforcement Learning

Chenyu Sun, Hangwei Qian, Chunyan Miao

Comments Full paper with supplementary material, accepted by IJCAI 2022. Acknowledgements and affiliations are updated

Solving the swing-up and balance task for the Acrobot and Pendubot with SAC

Chi Zhang, Akhil Sathuluri, Markus Zimmermann

Comments IJCAI 2023, RealAIGym competition

Generalizing to Unseen Elements: A Survey on Knowledge Extrapolation for Knowledge Graphs

Mingyang Chen, Wen Zhang, Yuxia Geng, Zezhong Xu, Jeff Z. Pan, Huajun Chen

Comments Accepted to IJCAI 2023 Survey Track

The Complexity of Envy-Free Graph Cutting

Argyrios Deligkas, Eduard Eiben, Robert Ganian, Thekla Hamm, Sebastian Ordyniak

Comments Short version appeared at IJCAI 2022

Exploring Leximin Principle for Fair Core-Selecting Combinatorial Auctions: Payment Rule Design and Implementation

Hao Cheng, Shufeng Kong, Yanchen Deng, Caihua Liu, Xiaohu Wu, Bo An, Chongjun Wang

Comments 8 pages, IJCAI 2023

Inducing Stackelberg Equilibrium through Spatio-Temporal Sequential Decision-Making in Multi-Agent Reinforcement Learning

Bin Zhang, Lijuan Li, Zhiwei Xu, Dapeng Li, Guoliang Fan

Comments Accepted as a conference paper to the 32nd International Joint Conference on Artificial Intelligence (IJCAI-23)

Analysis on Effects of Fault Elements in Memristive Neuromorphic Systems

Hyun-Jong Lee, Jae-Han Lim

Comments 8 pages, 7 figures, 5 tables, IJCAI 2023 GLOW workshop(https://sites.google.com/view/glow-ijcai-23/home)

RePaint-NeRF: NeRF Editting via Semantic Masks and Diffusion Models

Xingchen Zhou, Ying He, F. Richard Yu, Jianqiang Li, You Li

Comments IJCAI 2023 Accepted (Main Track)

CODEX: A Cluster-Based Method for Explainable Reinforcement Learning

Timothy K. Mathes, Jessica Inman, Andrés Colón, Simon Khan

Comments Presented at the International Joint Conference on Artificial Intelligence (IJCAI) 2023 Workshop on Explainable Artificial Intelligence (XAI)

Choosing the Right Algorithm With Hints From Complexity Theory

Shouda Wang, Weijie Zheng, Benjamin Doerr

Comments 1 Figure. Journal version of a paper appearing at IJCAI 2021

Journal ref Information and Computation 296, 105125, 2024

CROP: Towards Distributional-Shift Robust Reinforcement Learning using Compact Reshaped Observation Processing

Philipp Altmann, Fabian Ritz, Leonard Feuchtinger, Jonas Nüßlein, Claudia Linnhoff-Popien, Thomy Phan

Comments 9 pages, 5 figures, published at IJCAI 2023

RaSa: Relation and Sensitivity Aware Representation Learning for Text-based Person Search

Yang Bai, Min Cao, Daming Gao, Ziqiang Cao, Chen Chen, Zhenfeng Fan, Liqiang Nie, Min Zhang

Comments Accepted by IJCAI 2023. Code is available at https://github.com/Flame-Chasers/RaSa

Spatially Covariant Lesion Segmentation

Hang Zhang, Rongguang Wang, Jinwei Zhang, Dongdong Liu, Chao Li, Jiahao Li

Comments 9 pages, 7 figures, and 2 tables

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI 2023), pp. 1713-1721

Counterfactual Explanation via Search in Gaussian Mixture Distributed Latent Space

Xuan Zhao, Klaus Broelemann, Gjergji Kasneci

Comments XAI workshop of IJCAI 2023

Utilizing Language Models for Tour Itinerary Recommendation

Ngai Lam Ho, Kwan Hui Lim

Comments PMAI23 @IJCAI 2023 2nd International Workshop on Process Management in the AI era

Human Activity Recognition using Wearable Sensors: Review, Challenges, Evaluation Benchmark

Reem Abdel-Salam, Rana Mostafa, Mayada Hadhood

Comments Accepted at 2ND International Workshop on Deep Learning for Human Activity Recognition, Held in conjunction with IJCAI-PRICAI 2020, January 2021, Japan and published at Springer Communications in Computer and Information Science (CCIS) proceedings

Journal ref CCIS. 1370(2021) 1-15

What Lies beyond the Pareto Front? A Survey on Decision-Support Methods for Multi-Objective Optimization

Zuzanna Osika, Jazmin Zatarain Salazar, Diederik M. Roijers, Frans A. Oliehoek, Pradeep K. Murukannaiah

Comments IJCAI 2023 Conference Paper, Survey Track

Manifold-Aware Self-Training for Unsupervised Domain Adaptation on Regressing 6D Object Pose

Yichen Zhang, Jiehong Lin, Ke Chen, Zelin Xu, Yaowei Wang, Kui Jia

Comments Accepted by IJCAI 2023

Key Factors Affecting European Reactions to AI in European Full and Flawed Democracies

Long Pham, Barry O'Sullivan, Tai Tan Mai

Comments IJCAI DemorcAI 2023 - The 2nd International Workshop on Democracy and AI in conjunction with IJCAI 2023, Macau

Fast Maximum $k$-Plex Algorithms Parameterized by Small Degeneracy Gaps

Zhengren Wang, Yi Zhou, Chunyu Luo, Mingyu Xiao, Jin-Kao Hao

Comments The paper extends the conference paper "A Fast Maximum $k$-Plex Algorithm Parameterized by the Degeneracy Gap", presented in the 32nd International Joint Conference on Artificial Intelligence (IJCAI'23) in Macao on 19th August 2023

Temporal Knowledge Graph Completion: A Survey

Borui Cai, Yong Xiang, Longxiang Gao, He Zhang, Yunfeng Li, Jianxin Li

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (2023) 6545--6553

Large Language Models Understand and Can be Enhanced by Emotional Stimuli

Cheng Li, Jindong Wang, Yixuan Zhang, Kaijie Zhu, Wenxin Hou, Jianxun Lian, Fang Luo, Qiang Yang, Xing Xie

Comments Technical report; updated the std error for human study; short version (v1) was accepted by LLM@IJCAI'23; 32 pages; more work: https://llm-enhance.github.io/

SeRO: Self-Supervised Reinforcement Learning for Recovery from Out-of-Distribution Situations

Chan Kim, Jaekyung Cho, Christophe Bobda, Seung-Woo Seo, Seong-Woo Kim

Comments 9 pages, 5 figures. Proceedings of the 32nd International Joint Conference on Artificial Intelligence, 2023

Dynamic Flows on Curved Space Generated by Labeled Data

Xinru Hua, Truyen Nguyen, Tam Le, Jose Blanchet, Viet Anh Nguyen

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI-23, 2023, 3803--3811

A Large-scale Film Style Dataset for Learning Multi-frequency Driven Film Enhancement

Zinuo Li, Xuhang Chen, Shuqiang Wang, Chi-Man Pun

Comments Accepted by International Joint Conference on Artificial Intelligence (IJCAI 2023)

Machine Learning for Cutting Planes in Integer Programming: A Survey

Arnaud Deza, Elias B. Khalil

Comments Accepted in IJCAI 2023 Survey Track

Journal ref In Joint Conference on Artificial Intelligence, pages 6592-6600 (2023)

Addressing Weak Decision Boundaries in Image Classification by Leveraging Web Search and Generative Models

Preetam Prabhu Srikar Dammu, Yunhe Feng, Chirag Shah

Comments Note: This is a copy of the copyrighted version published in IJCAI 2023 (DOI: https://doi.org/10.24963/ijcai.2023/659)

Boosting Decision-Based Black-Box Adversarial Attack with Gradient Priors

Han Liu, Xingshuo Huang, Xiaotong Zhang, Qimai Li, Fenglong Ma, Wei Wang, Hongyang Chen, Hong Yu, Xianchao Zhang

Comments Accepted by IJCAI 2023