IJCAI

A Reputation System for Market Security and Equity

Anton Kolonin, Deborah Duong, Ben Goertzel, Cassio Pennachin, Matt Iklé, Nejc Znidar, Marco Argentieri

Comments 4 pages, 1 figure, presented at AI for Social Good workshop at IJCAI-2019 conference

A Liquid Democracy System for Human-Computer Societies

Anton Kolonin, Ben Goertzel, Cassio Pennachin, Deborah Duong, Marco Argentieri, Matt Iklé, Nejc Znidar

Comments 5 pages, 3 figures, presented at AI for Social Good at IJCAI-19 conference

MEIM: Multi-partition Embedding Interaction Beyond Block Term Format for Efficient and Expressive Link Prediction

Hung Nghiep Tran, Atsuhiro Takasu

Comments Accepted at the International Joint Conference on Artificial Intelligence (IJCAI), 2022; add appendix with extra experiments

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

The Real Deal: A Review of Challenges and Opportunities in Moving Reinforcement Learning-Based Traffic Signal Control Systems Towards Reality

Rex Chen, Fei Fang, Norman Sadeh

Comments 26 pages; accepted version, with shortened version published at the 12th International Workshop on Agents in Traffic and Transportation (ATT '22) at IJCAI 2022

Efficient Document-level Event Extraction via Pseudo-Trigger-aware Pruned Complete Graph

Tong Zhu, Xiaoye Qu, Wenliang Chen, Zhefeng Wang, Baoxing Huai, Nicholas Jing Yuan, Min Zhang

Comments Accepted to IJCAI'2022

Composing Neural Learning and Symbolic Reasoning with an Application to Visual Discrimination

Adithya Murali, Atharva Sehgal, Paul Krogmeier, P. Madhusudan

Comments Published at IJCAI 2022

RAPQ: Rescuing Accuracy for Power-of-Two Low-bit Post-training Quantization

Hongyi Yao, Pu Li, Jian Cao, Xiangcheng Liu, Chenying Xie, Bingzhang Wang

Comments This paper was accepted by IJCAI 2022. Pytorch implementation of RAPQ: https://github.com/BillAmihom/RAPQ

The BLue Amazon Brain (BLAB): A Modular Architecture of Services about the Brazilian Maritime Territory

Paulo Pirozelli, Ais B. R. Castro, Ana Luiza C. de Oliveira, André S. Oliveira, Flávio N. Cação, Igor C. Silveira, João G. M. Campos, Laura C. Motheo, Leticia F. Figueiredo, Lucas F. A. O. Pellicer, Marcelo A. José, Marcos M. José, Pedro de M. Ligabue, Ricardo S. Grava, Rodrigo M. Tavares, Vinícius B. Matos, Yan V. Sym, Anna H. R. Costa, Anarosa A. F. Brandão, Denis D. Mauá, Fabio G. Cozman, Sarajane M. Peres

Journal ref AI: Modeling Oceans and Climate Change (IJCAI-ECAI), 2022

Semi-Supervised Imitation Learning of Team Policies from Suboptimal Demonstrations

Sangwon Seo, Vaibhav V. Unhelkar

Comments Extended version of an identically-titled paper accepted at IJCAI 2022

Fast Server Learning Rate Tuning for Coded Federated Dropout

Giacomo Verardo, Daniel Barreira, Marco Chiesa, Dejan Kostic, Gerald Q. Maguire

Comments 6 pages plus references and appendix, 6 figures. Accepted and presented at FL-IJCAI22 (https://federated-learning.org/fl-ijcai-2022/)

Differential Privacy and Fairness in Decisions and Learning Tasks: A Survey

Ferdinando Fioretto, Cuong Tran, Pascal Van Hentenryck, Keyu Zhu

Comments Added research funding support and conference venue

Journal ref Proceedings of the Thirty-First International Joint Conference on Artificial Intelligence (IJCAI 2022). Pages 5470-5477

Propose-and-Refine: A Two-Stage Set Prediction Network for Nested Named Entity Recognition

Shuhui Wu, Yongliang Shen, Zeqi Tan, Weiming Lu

Comments Accepted to IJCAI-2022, camera ready version

Goal-Conditioned Reinforcement Learning: Problems and Solutions

Minghuan Liu, Menghui Zhu, Weinan Zhang

Comments 10 pages, 3 figures, 2 tables. Published at IJCAI-ECAI 2022 (Survey Track). Add clarified words

Intelligent Traffic Monitoring with Hybrid AI

Ehsan Qasemi, Alessandro Oltramari

Comments IJCAI Workshop on Artificial Intelligence for Autonomous Driving (AI4AD) 2022

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

Comments Accepted by the 31st International Joint Conference on Artificial Intelligence and the 25th European Conference on Artificial Intelligence (IJCAI-ECAI 2022)

Gigs with Guarantees: Achieving Fair Wage for Food Delivery Workers

Ashish Nair, Rahul Yadav, Anjali Gupta, Abhijnan Chakraborty, Sayan Ranu, Amitabha Bagchi

Comments Appeared in International Joint Conference on Artificial Intelligence (IJCAI) 2022

Understanding the Limits of Poisoning Attacks in Episodic Reinforcement Learning

Anshuka Rangi, Haifeng Xu, Long Tran-Thanh, Massimo Franceschetti

Comments Accepted at International Joint Conferences on Artificial Intelligence (IJCAI) 2022

Interpretable AMR-Based Question Decomposition for Multi-hop Question Answering

Zhenyun Deng, Yonghua Zhu, Yang Chen, Michael Witbrock, Patricia Riddle

Comments Accepted by IJCAI 2022

Journal ref https://www.ijcai.org/proceedings/2022/0568.pdf

Deepened Graph Auto-Encoders Help Stabilize and Enhance Link Prediction

Xinxing Wu, Qiang Cheng

Comments 10 pages

Journal ref Published as a conference paper at IJCAI 2022

Skeleton Prototype Contrastive Learning with Multi-Level Graph Relation Modeling for Unsupervised Person Re-Identification

Haocong Rao, Chunyan Miao

Comments Submitted to TPAMI in 2021. Pleliminary version of this work has been accepted for oral presentation at IJCAI 2021. Our codes are available at https://github.com/Kali-Hac/SPC-MGR

Next-Year Bankruptcy Prediction from Textual Data: Benchmark and Baselines

Henri Arno, Klaas Mulier, Joke Baeck, Thomas Demeester

Comments Presented at the 4th Workshop on Financial Technology and Natural Language Processing (FinNLP) @ IJCAI-ECAI 2022 in Vienna, Austria

UM4: Unified Multilingual Multiple Teacher-Student Model for Zero-Resource Neural Machine Translation

Jian Yang, Yuwei Yin, Shuming Ma, Dongdong Zhang, Shuangzhi Wu, Hongcheng Guo, Zhoujun Li, Furu Wei

Comments 7 pages, 5 figures, IJCAI-ECAI 2022

Multimodal Crop Type Classification Fusing Multi-Spectral Satellite Time Series with Farmers Crop Rotations and Local Crop Distribution

Valentin Barriere, Martin Claverie

Comments accepted to CECEO22@IJCAI

Neural PCA for Flow-Based Representation Learning

Shen Li, Bryan Hooi

Comments Accepted to IJCAI 2022

Almost Envy-Freeness for Groups: Improved Bounds via Discrepancy Theory

Pasin Manurangsi, Warut Suksompong

Comments Appears in the 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021

Journal ref Theoretical Computer Science, 930:179-195 (2022)

Cognitive Modeling of Semantic Fluency Using Transformers

Animesh Nighojkar, Anna Khlyzova, John Licato

Comments Cognitive Aspects of Knowledge Representation workshop at IJCAI-ECAI 2022

Expressing Multivariate Time Series as Graphs with Time Series Attention Transformer

William T. Ng, K. Siu, Albert C. Cheung, Michael K. Ng

Comments IJCAI'22 WORKSHOP AI4TS: AI FOR TIME SERIES ANALYSIS

MMNet: Muscle motion-guided network for micro-expression recognition

Hanting Li, Mingzhe Sui, Zhaoqing Zhu, Feng Zhao

Comments 8 pages, 4 figures

Journal ref Proc. 31st Int'l Joint Conf. Artificial Intelligence (IJCAI), 2022

Towards Automated Process Planning and Mining

Peter Fettke, Alexander Rombach

Comments Accepted at Workshop "Process Management in the AI era (PMAI)" @ IJCAI-ECAI 2022

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

Comments IJCAI 2022