IJCAI

RadNet: Incident Prediction in Spatio-Temporal Road Graph Networks Using Traffic Forecasting

Shreshth Tuli, Matthew R. Wilkinson, Chris Kettell

Comments Accepted in IJCAI 2022 - Workshop on AI for Time Series Analysis

Federated Learning with GAN-based Data Synthesis for Non-IID Clients

Zijian Li, Jiawei Shao, Yuyi Mao, Jessie Hui Wang, Jun Zhang

Comments 8 pages. To be published in the International Workshop on Trustworthy Federated Learning in Conjunction with IJCAI 2022 (FL-IJCAI'22)

Using Constraint Programming and Graph Representation Learning for Generating Interpretable Cloud Security Policies

Mikhail Kazdagli, Mohit Tiwari, Akshat Kumar

Comments to be published in IJCAI/ECAI'22

CUP: Curriculum Learning based Prompt Tuning for Implicit Event Argument Extraction

Jiaju Lin, Qin Chen, Jie Zhou, Jian Jin, Liang He

Comments Accpeted by IJCAI 2022

Explanation as Question Answering based on a Task Model of the Agent's Design

Ashok Goel, Harshvardhan Sikka, Vrinda Nandan, Jeonghyun Lee, Matt Lisle, Spencer Rugaber

Comments 7 Pages, 10 Figures, IJCAI Explainable AI Workshop

Membership Inference via Backdooring

Hongsheng Hu, Zoran Salcic, Gillian Dobbie, Jinjun Chen, Lichao Sun, Xuyun Zhang

Comments This paper has been accepted by IJCAI-22

GASP: Gated Attention For Saliency Prediction

Fares Abawi, Tom Weber, Stefan Wermter

Comments International Joint Conference on Artificial Intelligence (IJCAI-21)

Journal ref Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence (2021) 584-591

Non-decreasing Payment Rules for Combinatorial Auctions

Vitor Bosshard, Ye Wang, Sven Seuken

Comments Published at IJCAI 2018. Includes corrigendum explaining a mistake in the original paper

Set Interdependence Transformer: Set-to-Sequence Neural Networks for Permutation Learning and Structure Prediction

Mateusz Jurewicz, Leon Derczynski

Comments Paper accepted for publication in the IJCAI-ECAI 2022 proceedings: https://www.ijcai.org/proceedings/

Option Transfer and SMDP Abstraction with Successor Features

Dongge Han, Sebastian Tschiatschek

Comments IJCAI 2022 (Long paper)

Searching for Optimal Subword Tokenization in Cross-domain NER

Ruotian Ma, Yiding Tan, Xin Zhou, Xuanting Chen, Di Liang, Sirui Wang, Wei Wu, Tao Gui, Qi Zhang

Comments IJCAI 2022

Speaker-Guided Encoder-Decoder Framework for Emotion Recognition in Conversation

Yinan Bao, Qianwen Ma, Lingwei Wei, Wei Zhou, Songlin Hu

Comments Accepted by IJCAI-ECAI 2022

Improving Model Understanding and Trust with Counterfactual Explanations of Model Confidence

Thao Le, Tim Miller, Ronal Singh, Liz Sonenberg

Comments 8 pages, Accepted to IJCAI Workshop on Explainable Artificial Intelligence 2022

Enhancing Sequential Recommendation with Graph Contrastive Learning

Yixin Zhang, Yong Liu, Yonghui Xu, Hao Xiong, Chenyi Lei, Wei He, Lizhen Cui, Chunyan Miao

Comments 8 pages, 3 figures, Accepted by IJCAI 2022

Curriculum-Based Self-Training Makes Better Few-Shot Learners for Data-to-Text Generation

Pei Ke, Haozhe Ji, Zhenyu Yang, Yi Huang, Junlan Feng, Xiaoyan Zhu, Minlie Huang

Comments Accepted by IJCAI 2022

Exploring the Potential of Feature Density in Estimating Machine Learning Classifier Performance with Application to Cyberbullying Detection

Juuso Eronen, Michal Ptaszynski, Fumito Masui, Gniewosz Leliwa, Michal Wroczynski

Comments arXiv admin note: substantial text overlap with arXiv:2111.01689

Journal ref he 7th Workshop on Linguistic and Cognitive Approaches to Dialog Agents (LaCATODA 2021) collocated with IJCAI 2021,August 21--26th, 2021, Montreal, Canada. CEUR Workshop Proceedings 2935, 5-14

Initial Study into Application of Feature Density and Linguistically-backed Embedding to Improve Machine Learning-based Cyberbullying Detection

Juuso Eronen, Michal Ptaszynski, Fumito Masui, Gniewosz Leliwa, Michal Wroczynski, Mateusz Piech, Aleksander Smywinski-Pohl

Journal ref Proceedings of The 6th Linguistic and Cognitive Approaches to Dialog Agents (LaCATODA 2020) IJCAI 2020 Workshop, Yokohama, Japan, January 2020

Data-Efficient Backdoor Attacks

Pengfei Xia, Ziqiang Li, Wei Zhang, Bin Li

Comments Accepted to IJCAI 2022 Long Oral

Text Transformations in Contrastive Self-Supervised Learning: A Review

Amrita Bhattacharjee, Mansooreh Karami, Huan Liu

Comments Camera-ready version for IJCAI'22 Survey Track

Adapt to Adaptation: Learning Personalization for Cross-Silo Federated Learning

Jun Luo, Shandong Wu

Comments Accepted by IJCAI 2022

Anti-Forgery: Towards a Stealthy and Robust DeepFake Disruption Attack via Adversarial Perceptual-aware Perturbations

Run Wang, Ziheng Huang, Zhikai Chen, Li Liu, Jing Chen, Lina Wang

Comments Accepted by IJCAI 2022

Text/Speech-Driven Full-Body Animation

Wenlin Zhuang, Jinwei Qi, Peng Zhang, Bang Zhang, Ping Tan

Comments IJCAI-2022 demo track, video see https://youtu.be/MipiwU3Em_8

Detecting and Understanding Harmful Memes: A Survey

Shivam Sharma, Firoj Alam, Md. Shad Akhtar, Dimitar Dimitrov, Giovanni Da San Martino, Hamed Firooz, Alon Halevy, Fabrizio Silvestri, Preslav Nakov, Tanmoy Chakraborty

Comments Accepted at IJCAI-ECAI 2022 (Survey Track) - Editorial Feedback Revised, 9 pages (7 main + 2 reference pages)

Beyond the Prototype: Divide-and-conquer Proxies for Few-shot Segmentation

Chunbo Lang, Binfei Tu, Gong Cheng, Junwei Han

Comments accepted to IJCAI 2022 Long Oral

PAnDR: Fast Adaptation to New Environments from Offline Experiences via Decoupling Policy and Environment Representations

Tong Sang, Hongyao Tang, Yi Ma, Jianye Hao, Yan Zheng, Zhaopeng Meng, Boyan Li, Zhen Wang

Comments Accepted on IJCAI 2022 and a previous version of this work is presented at the Generalizable Policy Learning in the Physical World Workshop (ICLR 2022)

DivSwapper: Towards Diversified Patch-based Arbitrary Style Transfer

Zhizhong Wang, Lei Zhao, Haibo Chen, Zhiwen Zuo, Ailin Li, Wei Xing, Dongming Lu

Comments Accepted by IJCAI 2022 (AI, Arts & Creativity Track)

Rethinking the Setting of Semi-supervised Learning on Graphs

Ziang Li, Ming Ding, Weikai Li, Zihan Wang, Ziyu Zeng, Yukuo Cen, Jie Tang

Comments To appear in IJCAI 2022

RecipeRec: A Heterogeneous Graph Learning Model for Recipe Recommendation

Yijun Tian, Chuxu Zhang, Zhichun Guo, Chao Huang, Ronald Metoyer, Nitesh V. Chawla

Comments Accepted by IJCAI 2022

Dynamic Domain Generalization

Zhishu Sun, Zhifeng Shen, Luojun Lin, Yuanlong Yu, Zhifeng Yang, Shicai Yang, Weijie Chen

Comments Accepted by IJCAI 2022

Multiwinner Elections under Minimax Chamberlin-Courant Rule in Euclidean Space

Chinmay Sonar, Subhash Suri, Jie Xue

Comments Accepted for IJCAI-ECAI 2022