AAAI

Semantic-Aware Representation Blending for Multi-Label Image Recognition with Partial Labels

Tao Pu, Tianshui Chen, Hefeng Wu, Liang Lin

Comments Accepted by AAAI'22

Structured Semantic Transfer for Multi-Label Recognition with Partial Labels

Tianshui Chen, Tao Pu, Hefeng Wu, Yuan Xie, Liang Lin

Comments Accepted by AAAI'22

MAGIC: Multimodal relAtional Graph adversarIal inferenCe for Diverse and Unpaired Text-based Image Captioning

Wenqiao Zhang, Haochen Shi, Jiannan Guo, Shengyu Zhang, Qingpeng Cai, Juncheng Li, Sihui Luo, Yueting Zhuang

Journal ref AAAI 2022

OLIVAW: Mastering Othello without Human Knowledge, nor a Fortune

Antonio Norelli, Alessandro Panconesi

Comments Accepted for publication in IEEE Transactions on Games. Presented at AAAI-21 Reinforcement Learning in Games Workshop, 8 pages

A Brief Overview of Unsupervised Neural Speech Representation Learning

Lasse Borgholt, Jakob Drachmann Havtorn, Joakim Edin, Lars Maaløe, Christian Igel

Comments The 2nd Workshop on Self-supervised Learning for Audio and Speech Processing (SAS) at AAAI

PetsGAN: Rethinking Priors for Single Image Generation

Zicheng Zhang, Yinglu Liu, Congying Han, Hailin Shi, Tiande Guo, Bowen Zhou

Comments AAAI 2022 (oral)

Robust Seatbelt Detection and Usage Recognition for Driver Monitoring Systems

Feng Hu

Comments AAAI 2022 Workshop on Trustworthy Autonomous Systems Engineering 2022 (https://jinghany.github.io/trase2022/program/)

Teaching Drones on the Fly: Can Emotional Feedback Serve as Learning Signal for Training Artificial Agents?

Manuela Pollak, Andrea Salfinger, Karin Anna Hummel

Comments 6 pages, Accepted at the AAAI-22 Workshop on Interactive Machine Learning

Disentangled Spatiotemporal Graph Generative Models

Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Liang Zhao

Comments In Thirty-Sixth AAAI Conference on Artificial Intelligence (AAAI 2022) Oral Presentation

Explaining RADAR features for detecting spoofing attacks in Connected Autonomous Vehicles

Nidhi Rastogi, Sara Rampazzi, Michael Clifford, Miriam Heller, Matthew Bishop, Karl Levitt

Comments Accepted at the AAAI 2022 Workshop on Explainable Agency in Artificial Intelligence Workshop, Virtual. 8 pages, 3 Figures, 4 tables

End-to-end Learning the Partial Permutation Matrix for Robust 3D Point Cloud Registration

Zhiyuan Zhang, Jiadai Sun, Yuchao Dai, Dingfu Zhou, Xibin Song, Mingyi He

Comments Accepted by AAAI 2022

Risk-Neutral Market Simulation

Magnus Wiese, Phillip Murray

Journal ref AAAI 2022 Workshop on AI in Financial Services: Adaptiveness, Resilience & Governance

Semi-Structured Query Grounding for Document-Oriented Databases with Deep Retrieval and Its Application to Receipt and POI Matching

Geewook Kim, Wonseok Hwang, Minjoon Seo, Seunghyun Park

Comments To appear in AAAI-22 Workshop on Knowledge Discovery from Unstructured Data in Financial Services

Self-Supervised Hypergraph Convolutional Networks for Session-based Recommendation

Xin Xia, Hongzhi Yin, Junliang Yu, Qinyong Wang, Lizhen Cui, Xiangliang Zhang

Comments 9 pages, 4 figures, accepted by AAAI'21. Correct some typos in the previous version

Split HE: Fast Secure Inference Combining Split Learning and Homomorphic Encryption

George-Liviu Pereteanu, Amir Alansary, Jonathan Passerat-Palmbach

Journal ref PPAI'22: Proceedings of the Third AAAI Workshop on Privacy-Preserving Artificial Intelligence 2022

Towards Robust Off-policy Learning for Runtime Uncertainty

Da Xu, Yuting Ye, Chuanwei Ruan, Bo Yang

Comments 21 pages, 9 figures, 2 tables; accepted by AAAI 2022

Domain Knowledge-Based Automated Analog Circuit Design with Deep Reinforcement Learning

Weidong Cao, Mouhacine Benosman, Xuan Zhang, Rui Ma

Comments 8 pages, 5 figures, 2 tables, Thirty-Sixth AAAI Conference on Artificial Intelligence, The 1st Annual AAAI Workshop on AI to Accelerate Science and Engineering (AI2ASE)

SimSR: Simple Distance-based State Representation for Deep Reinforcement Learning

Hongyu Zang, Xin Li, Mingzhong Wang

Comments Accepted by AAAI 2022, Preprint version with Appendix

Semantic-Based Few-Shot Learning by Interactive Psychometric Testing

Lu Yin, Vlado Menkovski, Yulong Pei, Mykola Pechenizkiy

Comments Accepted at the AAAI-22 Workshop on Interactive Machine Learning (IML@AAAI'22)

Generalized Equivariance and Preferential Labeling for GNN Node Classification

Zeyu Sun, Wenjie Zhang, Lili Mou, Qihao Zhu, Yingfei Xiong, Lu Zhang

Journal ref AAAI 2022

Learning to Schedule Heuristics for the Simultaneous Stochastic Optimization of Mining Complexes

Yassine Yaakoubi, Roussos Dimitrakopoulos

Comments Accepted at the AAAI-22 Workshop on Machine Learning for Operations Research (ML4OR). Long version under review

The Theory, Practice, and Ethical Challenges of Designing a Diversity-Aware Platform for Social Relations

Laura Schelenz, Ivano Bison, Matteo Busso, Amalia de Götzen, Daniel Gatica-Perez, Fausto Giunchiglia, Lakmal Meegahapola, Salvador Ruiz-Correa

Comments AAAI/ACM Conference on AI, Ethics, and Society (AIES) 2021

Complexity of Deliberative Coalition Formation

Edith Elkind, Abheek Ghosh, Paul Goldberg

Comments Appeared in AAAI-2022

Learning to Liquidate Forex: Optimal Stopping via Adaptive Top-K Regression

Diksha Garg, Pankaj Malhotra, Anil Bhatia, Sanjay Bhat, Lovekesh Vig, Gautam Shroff

Comments Published at Workshop on AI in Financial Services: Adaptiveness, Resilience & Governance, AAAI-22

Multi-View Graph Representation for Programming Language Processing: An Investigation into Algorithm Detection

Ting Long, Yutong Xie, Xianyu Chen, Weinan Zhang, Qinxiang Cao, Yong Yu

Comments AAAI 2022

Directed Graph Auto-Encoders

Georgios Kollias, Vasileios Kalantzis, Tsuyoshi Idé, Aurélie Lozano, Naoki Abe

Comments AAAI 2022

Instantaneous Physiological Estimation using Video Transformers

Ambareesh Revanur, Ananyananda Dasari, Conrad S. Tucker, Laszlo A. Jeni

Comments 13 pages, 4 figures, AAAI workshop and Springer Studies in Computational Intelligence 2022. For project page see https://github.com/revanurambareesh/instantaneous_transformer

Exploring the Unfairness of DP-SGD Across Settings

Frederik Noe, Rasmus Herskind, Anders Søgaard

Comments 6 pages, 3 figures, https://aaai-ppai22.github.io/

Journal ref The Third AAAI Workshop on Privacy-Preserving Artificial Intelligence (PPAI-22) (2022)

CAISE: Conversational Agent for Image Search and Editing

Hyounghun Kim, Doo Soon Kim, Seunghyun Yoon, Franck Dernoncourt, Trung Bui, Mohit Bansal

Comments AAAI 2022 (11 pages)

Investigations of Performance and Bias in Human-AI Teamwork in Hiring

Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar

Comments Accepted at AAAI 2022