IJCAI

SafeDrug: Dual Molecular Graph Encoders for Recommending Effective and Safe Drug Combinations

Chaoqi Yang, Cao Xiao, Fenglong Ma, Lucas Glass, Jimeng Sun

Comments Accepted in IJCAI 2021, this is the full version with appendix

Monitoring Vegetation From Space at Extremely Fine Resolutions via Coarsely-Supervised Smooth U-Net

Joshua Fan, Di Chen, Jiaming Wen, Ying Sun, Carla P. Gomes

Comments 13 pages, 8 figures, IJCAI-22 AI for Good Track

CARBEN: Composite Adversarial Robustness Benchmark

Lei Hsiung, Yun-Yun Tsai, Pin-Yu Chen, Tsung-Yi Ho

Comments IJCAI 2022 Demo Track; The demonstration is at https://hsiung.cc/CARBEN/

A Survey of Vision-Language Pre-Trained Models

Yifan Du, Zikang Liu, Junyi Li, Wayne Xin Zhao

Comments Accepted by IJCAI-2022 survey track

AutoVideo: An Automated Video Action Recognition System

Daochen Zha, Zaid Pervaiz Bhat, Yi-Wei Chen, Yicheng Wang, Sirui Ding, Jiaben Chen, Kwei-Herng Lai, Mohammad Qazim Bhat, Anmoll Kumar Jain, Alfredo Costilla Reyes, Na Zou, Xia Hu

Comments Accepted by IJCAI https://github.com/datamllab/autovideo

Feasibility of Inconspicuous GAN-generated Adversarial Patches against Object Detection

Svetlana Pavlitskaya, Bianca-Marina Codău, J. Marius Zöllner

Comments Accepted for publication at the IJCAI 2022 AISafety workshop

Distilling Inter-Class Distance for Semantic Segmentation

Zhengbo Zhang, Chunluan Zhou, Zhigang Tu

Comments IJCAI-ECAI2022 Long Oral

Dynamic Car Dispatching and Pricing: Revenue and Fairness for Ridesharing Platforms

Zishuo Zhao, Xi Chen, Xuefeng Zhang, Yuan Zhou

Comments 15 pages, 9 figures, IJCAI 2022

Composition-aware Graphic Layout GAN for Visual-textual Presentation Designs

Min Zhou, Chenchen Xu, Ye Ma, Tiezheng Ge, Yuning Jiang, Weiwei Xu

Comments Accepted by IJCAI 2022 (AI, THE ARTS AND CREATIVITY TRACK)

Better Collective Decisions via Uncertainty Reduction

Shiri Alouf-Heffetz, Laurent Bulteau, Edith Elkind, Nimrod Talmon, Nicholas Teh

Comments Appears in the 31st International Joint Conference on Artificial Intelligence (IJCAI), 2022

From Correlation to Causation: Formalizing Interpretable Machine Learning as a Statistical Process

Lukas Klein, Mennatallah El-Assady, Paul F. Jäger

Comments Accepted at IJCAI 2022 Workshop on Explainable Artificial Intelligence (XAI)

Scaling up ML-based Black-box Planning with Partial STRIPS Models

Matias Greco, Álvaro Torralba, Jorge A. Baier, Hector Palacios

Comments 10 pages. Presented in workshops: RDDPS @ ICAPS 2022 and PRL @ IJCAI 2022

Objective-aware Traffic Simulation via Inverse Reinforcement Learning

Guanjie Zheng, Hanyang Liu, Kai Xu, Zhenhui Li

Comments Accepted for publication by IJCAI 2021

Journal ref IJCAI 2021

Insight into Voting Problem Complexity Using Randomized Classes

Zack Fitzsimmons, Edith Hemaspaandra

Comments An earlier version of this paper appears in the Proceedings of IJCAI-ECAI 2022

Knowing Earlier what Right Means to You: A Comprehensive VQA Dataset for Grounding Relative Directions via Multi-Task Learning

Kyra Ahrens, Matthias Kerzel, Jae Hee Lee, Cornelius Weber, Stefan Wermter

Journal ref IJCAI 2022 Workshop on Spatio-Temporal Reasoning and Learning

A Unified Meta-Learning Framework for Dynamic Transfer Learning

Jun Wu, Jingrui He

Comments Accepted by IJCAI-2022

ADVISER: AI-Driven Vaccination Intervention Optimiser for Increasing Vaccine Uptake in Nigeria

Vineet Nair, Kritika Prakash, Michael Wilbur, Aparna Taneja, Corinne Namblard, Oyindamola Adeyemo, Abhishek Dubey, Abiodun Adereni, Milind Tambe, Ayan Mukhopadhyay

Comments Accepted for publication at International Joint Conference on Artificial Intelligence 2022, AI for Good Track (IJCAI-22)

Priority Inheritance with Backtracking for Iterative Multi-agent Path Finding

Keisuke Okumura, Manao Machida, Xavier Défago, Yasumasa Tamura

Comments to appear in AIJ, previously presented at IJCAI-19

Type-aware Embeddings for Multi-Hop Reasoning over Knowledge Graphs

Zhiwei Hu, Víctor Gutiérrez-Basulto, Zhiliang Xiang, Xiaoli Li, Ru Li, Jeff Z. Pan

Comments Accepted to IJCAI-ECAI 2022

How to Sample Approval Elections?

Stanisław Szufa, Piotr Faliszewski, Łukasz Janeczko, Martin Lackner, Arkadii Slinko, Krzysztof Sornat, Nimrod Talmon

Comments Accepted to IJCAI 2022

MotionMixer: MLP-based 3D Human Body Pose Forecasting

Arij Bouazizi, Adrian Holzbock, Ulrich Kressel, Klaus Dietmayer, Vasileios Belagiannis

Comments Accepted by IJCAI-ECAI'22 (Oral-Long presentation)

Visual Transformer Meets CutMix for Improved Accuracy, Communication Efficiency, and Data Privacy in Split Learning

Sihun Baek, Jihong Park, Praneeth Vepakomma, Ramesh Raskar, Mehdi Bennis, Seong-Lyun Kim

Comments won the Best Student Paper Award at International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22), Vienna, Austria

Secure Forward Aggregation for Vertical Federated Neural Networks

Shuowei Cai, Di Chai, Liu Yang, Junxue Zhang, Yilun Jin, Leye Wang, Kun Guo, Kai Chen

Comments Accepted by FL-IJCAI (https://federated-learning.org/fl-ijcai-2022/)

Trading Hard Negatives and True Negatives: A Debiased Contrastive Collaborative Filtering Approach

Chenxiao Yang, Qitian Wu, Jipeng Jin, Xiaofeng Gao, Junwei Pan, Guihai Chen

Comments in IJCAI 2022

Towards Federated Long-Tailed Learning

Zihan Chen, Songshang Liu, Hualiang Wang, Howard H. Yang, Tony Q. S. Quek, Zuozhu Liu

Comments Accepted by International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22)

Representation and Synthesis of C++ Programs for Generalized Planning

Javier Segovia-Aguas, Yolanda E-Martín, Sergio Jiménez

Comments Accepted at sixth workshop on Generalization in Planning at IJCAI-ECAI 2022

Robustifying Vision Transformer without Retraining from Scratch by Test-Time Class-Conditional Feature Alignment

Takeshi Kojima, Yutaka Matsuo, Yusuke Iwasawa

Comments Accepted to IJCAI-ECAI2022. Code is available at https://github.com/kojima-takeshi188/CFA

Multi-level Consistency Learning for Semi-supervised Domain Adaptation

Zizheng Yan, Yushuang Wu, Guanbin Li, Yipeng Qin, Xiaoguang Han, Shuguang Cui

Comments IJCAI 2022

A Toolchain to Design, Execute, and Monitor Robots Behaviors

Michele Colledanchise, Giuseppe Cicala, Daniele E. Domenichelli, Lorenzo Natale, Armando Tacchella

Comments arXiv admin note: text overlap with arXiv:2106.12474

Journal ref Robust and Reliable Autonomy in the Wild (R2AW) IJCAI 2021 Workshop

Humans are not Boltzmann Distributions: Challenges and Opportunities for Modelling Human Feedback and Interaction in Reinforcement Learning

David Lindner, Mennatallah El-Assady

Comments Accepted to Communication in Human-AI Interaction Workshop (CHAI) at IJCAI-ECAI-22