IJCAI

Sequence-to-Sequence Learning on Keywords for Efficient FAQ Retrieval

Sourav Dutta, Haytham Assem, Edward Burgin

Comments 6 pages

Journal ref Published at the IJCAI 2021 Workshop on Applied Semantics Extraction and Analytics (ASEA)

Aegis: A Trusted, Automatic and Accurate Verification Framework for Vertical Federated Learning

Cengguang Zhang, Junxue Zhang, Di Chai, Kai Chen

Comments 7 pages, International Workshop on Federated Learning for User Privacy and Data Confidentiality in Conjunction with IJCAI 2021 (FL-IJCAI'21)

Learning Causal Models of Autonomous Agents using Interventions

Pulkit Verma, Siddharth Srivastava

Comments IJCAI 2021 Workshop on Generalization in Planning

Temporal Induced Self-Play for Stochastic Bayesian Games

Weizhe Chen, Zihan Zhou, Yi Wu, Fei Fang

Journal ref In Proceedings of the Thirtieth International Joint Conference on Artificial Intelligence, 2021, pages 96-103

Picking Sequences and Monotonicity in Weighted Fair Division

Mithun Chakraborty, Ulrike Schmidt-Kraepelin, Warut Suksompong

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

Journal ref Artificial Intelligence, 301:103578 (2021)

CIMON: Towards High-quality Hash Codes

Xiao Luo, Daqing Wu, Zeyu Ma, Chong Chen, Minghua Deng, Jinwen Ma, Zhongming Jin, Jianqiang Huang, Xian-Sheng Hua

Comments Accepted by IJCAI 21

Parsing Birdsong with Deep Audio Embeddings

Irina Tolkova, Brian Chu, Marcel Hedman, Stefan Kahl, Holger Klinck

Comments IJCAI 2021 Artificial Intelligence for Social Good (AI4SG) Workshop

Lessons from the Clustering Analysis of a Search Space: A Centroid-based Approach to Initializing NAS

Kalifou Rene Traore, Andrés Camero, Xiao Xiang Zhu

Comments Accepted to the Workshop on 'Data Science Meets Optimisation' at IJCAI 2021

CybORG: A Gym for the Development of Autonomous Cyber Agents

Maxwell Standen, Martin Lucas, David Bowman, Toby J. Richer, Junae Kim, Damian Marriott

Comments Presented at IJCAI-21 1st International Workshop on Adaptive Cyber Defense

Regulating Ownership Verification for Deep Neural Networks: Scenarios, Protocols, and Prospects

Fang-Qi Li, Shi-Lin Wang, Alan Wee-Chung Liew

Comments IJCAI 2021 Workshop on Toward IPR on Deep Learning as Services

Type Anywhere You Want: An Introduction to Invisible Mobile Keyboard

Sahng-Min Yoo, Ue-Hwan Kim, Yewon Hwang, Jong-Hwan Kim

Comments Accepted by IJCAI 2021

Few Shot Activity Recognition Using Variational Inference

Neeraj Kumar, Siddhansh Narang

Comments Accepted in IJCAI 2021 - 3RD INTERNATIONAL WORKSHOP ON DEEP LEARNING FOR HUMAN ACTIVITY RECOGNITION. arXiv admin note: text overlap with arXiv:1611.09630, arXiv:1909.07945 by other authors

Self-Adaptive Swarm System (SASS)

Qin Yang

Comments The Camera-ready version for IJCAI 2021 Doctoral Consortium

GraphReach: Position-Aware Graph Neural Network using Reachability Estimations

Sunil Nishad, Shubhangi Agarwal, Arnab Bhattacharya, Sayan Ranu

Journal ref IJCAI 2021

Class-Agnostic Segmentation Loss and Its Application to Salient Object Detection and Segmentation

Angira Sharma, Naeemullah Khan, Muhammad Mubashar, Ganesh Sundaramoorthi, Philip Torr

Comments IJCAI 2021 WSRL (Weakly Supervised Representation Learning) Workshop. arXiv admin note: substantial text overlap with arXiv:2010.14793

Planning with Learned Dynamic Model for Unsupervised Point Cloud Registration

Haobo Jiang, Jin Xie, Jianjun Qian, Jian Yang

Comments Accepted by IJCAI-2021

Pruning of Deep Spiking Neural Networks through Gradient Rewiring

Yanqi Chen, Zhaofei Yu, Wei Fang, Tiejun Huang, Yonghong Tian

Comments 9 pages, 7 figures, 4 tables. To appear in the 30th International Joint Conference on Artificial Intelligence (IJCAI 2021)

BOBCAT: Bilevel Optimization-Based Computerized Adaptive Testing

Aritra Ghosh, Andrew Lan

Comments IJCAI 2021 with supplementary material

A Novel Attribute Reconstruction Attack in Federated Learning

Lingjuan Lyu, Chen Chen

Comments accepted by FTL-IJCAI'21 Oral

Dynamic Attention-based Communication-Efficient Federated Learning

Zihan Chen, Kai Fong Ernest Chong, Tony Q. S. Quek

Comments 7 pages, 3 figures, presented at the International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality (FTL-IJCAI 2021) in conjunction with the 30th International Joint Conference on Artificial Intelligence (IJCAI), 2021

Communication Optimization in Large Scale Federated Learning using Autoencoder Compressed Weight Updates

Srikanth Chandar, Pravin Chandran, Raghavendra Bhat, Avinash Chakravarthi

Comments 7 pages, 11 figures, International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI'21)

A Contract Theory based Incentive Mechanism for Federated Learning

Mengmeng Tian, Yuxin Chen, Yuan Liu, Zehui Xiong, Cyril Leung, Chunyan Miao

Comments 7 pages, 2 figures, International Workshop on Federated and Transfer Learning for Data Sparsity and Confidentiality in Conjunction with IJCAI 2021 (FTL-IJCAI'21), Best Student Paper Award

Extracting Semantics from Maintenance Records

Sharad Dixit, Varish Mulwad, Abhinav Saxena

Comments Appears in the International Joint Conference on Artificial Intelligence (IJCAI) 2021 Workshop on Applied Semantics Extraction and Analytics (ASEA)

UIBert: Learning Generic Multimodal Representations for UI Understanding

Chongyang Bai, Xiaoxue Zang, Ying Xu, Srinivas Sunkara, Abhinav Rastogi, Jindong Chen, Blaise Aguera y Arcas

Comments 8 pages, IJCAI 2021

Adaptive Residue-wise Profile Fusion for Low Homologous Protein SecondaryStructure Prediction Using External Knowledge

Qin Wang, Jun Wei, Boyuan Wang, Zhen Li1, Sheng Wang, Shuguang Cu

Comments Accepted in IJCAI-21

Robust Federated Learning with Attack-Adaptive Aggregation

Ching Pui Wan, Qifeng Chen

Comments 14 pages, submitted to FTL-IJCAI'21

Classifying action correctness in physical rehabilitation exercises

Alina Miron, Crina Grosan

Comments IJCAI 2018, ARIAL workshop, 2nd Workshop on AI for Aging, Rehabilitation and Independent Assisted Living

Boundary Knowledge Translation based Reference Semantic Segmentation

Lechao Cheng, Zunlei Feng, Xinchao Wang, Ya Jie Liu, Jie Lei, Mingli Song

Comments Accepted by IJCAI 2021. arXiv admin note: text overlap with arXiv:2108.00379

Constrained Shortest Path Search with Graph Convolutional Neural Networks

Kevin Osanlou, Christophe Guettier, Andrei Bursuc, Tristan Cazenave, Eric Jacopin

Journal ref AAAI - ICML / IJCAI / AAMAS 2018 Workshop on Planning and Learning (PAL-18). Stockholm, Sweden 2018

Unsupervised Continual Learning Via Pseudo Labels

Jiangpeng He, Fengqing Zhu

Comments Accepted paper for 2021 IJCAI, Workshop