IJCAI

Backpropagation of Unrolled Solvers with Folded Optimization

James Kotary, My H. Dinh, Ferdinando Fioretto

Comments Published in IJCAI

Journal ref In International Joint Conference on Artificial Intelligence, 2023. pp 1963--1970

Individually Rational Collaborative Vehicle Routing through Give-And-Take Exchanges

Paul Mingzheng Tang, Ba Phong Tran, Hoong Chuin Lau

Comments 7 pages 4 figures This paper was presented in the IJCAI 2023 First International Workshop on Search and Planning with Complex Objectives (WoSePCO) http://idm-lab.org/wiki/complex-objective

Science Communications for Explainable Artificial Intelligence

Simon Hudson, Matija Franklin

Comments Accepted at the IJCAI-23 Workshop on XAI held at the Thirty-Second International Joint Conference on Artificial Intelligence (IJCAI-23)

pTSE: A Multi-model Ensemble Method for Probabilistic Time Series Forecasting

Yunyi Zhou, Zhixuan Chu, Yijia Ruan, Ge Jin, Yuchen Huang, Sheng Li

Comments The 32nd International Joint Conference on Artificial Intelligence (IJCAI 2023)

Evaluating GPT-3 Generated Explanations for Hateful Content Moderation

Han Wang, Ming Shan Hee, Md Rabiul Awal, Kenny Tsu Wei Choo, Roy Ka-Wei Lee

Comments 9 pages, 2 figures, Accepted by International Joint Conference on Artificial Intelligence(IJCAI)

Modeling Moral Choices in Social Dilemmas with Multi-Agent Reinforcement Learning

Elizaveta Tennant, Stephen Hailes, Mirco Musolesi

Comments Accepted at IJCAI 2023 (32nd International Joint Conference on Artificial Intelligence - Macao, S.A.R.)

What's meant by explainable model: A Scoping Review

Mallika Mainali, Rosina O Weber

Comments 8 pages, 2 figures. This paper was accepted at IJCAI 2023 workshop on Explainable Artificial Intelligence (XAI)

Unreliable Partial Label Learning with Recursive Separation

Yu Shi, Ning Xu, Hua Yuan, Xin Geng

Comments Accepted by IJCAI2023, see https://www.ijcai.org/proceedings/2023/0468

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, IJCAI 2023, 19th-25th August 2023, Macao, SAR, China, 4208-4216

Ridgeless Regression with Random Features

Jian Li, Yong Liu, Yingying Zhang

Comments Accepted at IJCAI 2022

Journal ref Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI). 2022: 3208-3214

Towards Sharp Analysis for Distributed Learning with Random Features

Jian Li, Yong Liu, Weiping Wang

Journal ref Proceedings of the 31st International Joint Conference on Artificial Intelligence (IJCAI). 2022: 3920-3928

Breaking the Bank with ChatGPT: Few-Shot Text Classification for Finance

Lefteris Loukas, Ilias Stogiannidis, Prodromos Malakasiotis, Stavros Vassos

Comments Early pre-print; Accepted at the 5th FinNLP workshop @ IJCAI-2023

Generative Diffusion Models on Graphs: Methods and Applications

Chengyi Liu, Wenqi Fan, Yunqing Liu, Jiatong Li, Hang Li, Hui Liu, Jiliang Tang, Qing Li

Comments This survey paper is accepted by IJCAI 2023

Runtime Analyses of Multi-Objective Evolutionary Algorithms in the Presence of Noise

Matthieu Dinot, Benjamin Doerr, Ulysse Hennebelle, Sebastian Will

Comments Appears at IJCAI 2023

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence. Main Track. Pages 5549-5557. 2023

Anderson Acceleration For Bioinformatics-Based Machine Learning

Sarwan Ali, Prakash Chourasia, Murray Patterson

Comments Accepted in KDH-2023: Knowledge Discovery in Healthcare Data (IJCAI Workshop)

Journal ref KDH-2023: Knowledge Discovery in Healthcare Data (IJCAI Workshop)

A Mathematical Runtime Analysis of the Non-dominated Sorting Genetic Algorithm III (NSGA-III)

Simon Wietheger, Benjamin Doerr

Comments Long version of a paper appearing at IJCAI 2023

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Main Track. Pages 5657-5665. 2023

Black-box Source-free Domain Adaptation via Two-stage Knowledge Distillation

Shuai Wang, Daoan Zhang, Zipei Yan, Shitong Shao, Rui Li

Comments The short version is accepted by IJCAI 1st International Workshop on Generalizing from Limited Resources in the Open World. (This version is long version)

VBMO: Voting-Based Multi-Objective Path Planning

Raj Korpan

Comments First International Workshop on Search and Planning with Complex Objectives (WoSePCO) at IJCAI'2023

Sequence Learning Using Equilibrium Propagation

Malyaban Bal, Abhronil Sengupta

Comments Accepted at IJCAI 2023

Real World Time Series Benchmark Datasets with Distribution Shifts: Global Crude Oil Price and Volatility

Pranay Pasula

Comments 7 pages, 5 figures. Awarded Best Paper Runner Up / Honorable Mention and presented as Contributed Talk at IJCAI 2023, the 32nd International Joint Conference on Artificial Intelligence (AI4TS)

TACOformer:Token-channel compounded Cross Attention for Multimodal Emotion Recognition

Xinda Li

Comments Accepted by IJCAI 2023- AI4TS workshop

The First Proven Performance Guarantees for the Non-Dominated Sorting Genetic Algorithm II (NSGA-II) on a Combinatorial Optimization Problem

Sacha Cerf, Benjamin Doerr, Benjamin Hebras, Yakob Kahane, Simon Wietheger

Comments Author-generated version of a paper appearing in the proceedings of IJCAI 2023, with appendix

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence, Main Track. Pages 5522-5530. 2023

Differentially Private Partial Set Cover with Applications to Facility Location

George Z. Li, Dung Nguyen, Anil Vullikanti

Comments 11 pages, 2 figures. Full version of IJCAI 2023 publication

DPMAC: Differentially Private Communication for Cooperative Multi-Agent Reinforcement Learning

Canzhe Zhao, Yanjie Ze, Jing Dong, Baoxiang Wang, Shuai Li

Comments Full version; Accepted in IJCAI 2023

Anti-unification and Generalization: A Survey

David M. Cerna, Temur Kutsia

Comments Accepted at IJCAI 2023 - Survey Track (https://ijcai-23.org/survey-track/)

RAIN: RegulArization on Input and Network for Black-Box Domain Adaptation

Qucheng Peng, Zhengming Ding, Lingjuan Lyu, Lichao Sun, Chen Chen

Comments Accepted by IJCAI 2023

Journal ref International Joint Conferences on Artificial Intelligence 32 (2023) 4118-4126

XVTP3D: Cross-view Trajectory Prediction Using Shared 3D Queries for Autonomous Driving

Zijian Song, Huikun Bi, Ruisi Zhang, Tianlu Mao, Zhaoqi Wang

Comments 11 pages, 6 figures, accepted by IJCAI 23

On Approximating Total Variation Distance

Arnab Bhattacharyya, Sutanu Gayen, Kuldeep S. Meel, Dimitrios Myrisiotis, A. Pavan, N. V. Vinodchandran

Comments 20 pages, 1 figure

Journal ref Proceedings of the Thirty-Second International Joint Conference on Artificial Intelligence (2023) Main Track. Pages 3479-3487

What Constitutes Good Contrastive Learning in Time-Series Forecasting?

Chiyu Zhang, Qi Yan, Lili Meng, Tristan Sylvain

Comments Accepted at IJCAI'22 Workshop-AI4TS: AI for Time Series Analysis

A Survey on Intersectional Fairness in Machine Learning: Notions, Mitigation, and Challenges

Usman Gohar, Lu Cheng

Comments IJCAI 2023

NIPD: A Federated Learning Person Detection Benchmark Based on Real-World Non-IID Data

Kangning Yin, Zhen Ding, Zhihua Dong, Dongsheng Chen, Jie Fu, Xinhui Ji, Guangqiang Yin, Zhiguo Wang

Comments 8 pages, 5 figures, 3 tables, FL-IJCAI 23 conference