AAAI 2022

1,624 papers

EasySED: Trusted Sound Event Detection with Self-Distillation

Qingsong Zhou, Kele Xu, Ming Feng

PosterBot: A System for Generating Posters of Scientific Papers with Neural Models

Sheng Xu, Xiaojun Wan

RES: An Interpretable Replicability Estimation System for Research Publications

Zhuoer Wang, Qizhang Feng, Mohinish Chatterjee, Xing Zhao, Yezi Liu

LITMUS Predictor: An AI Assistant for Building Reliable, High-Performing and Fair Multilingual NLP Systems

Anirudh Srinivasan, Gauri Kholkar, Rahul Kejriwal, Tanuja Ganu, Sandipan Dandapat

Semantic Feature Discovery with Code Mining and Semantic Type Detection

Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan Khurana, Horst Samulowitz

PantheonRL: A MARL Library for Dynamic Training Interactions

Bidipta Sarkar, Aditi Talati, Andy Shih, Dorsa Sadigh

A Synthetic Prediction Market for Estimating Confidence in Published Work

Sarah Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan Balaji

FORCE: A Framework of Rule-Based Conversational Recommender System

Jun Quan, Ze Wei, Qiang Gan, Jingqi Yao, Jingyi Lu

EasySM: A Data-Driven Intelligent Decision Support System for Server Merge

Manhu Qu, Jie Huang, Hao Deng, Runze Wu, Xudong Shen

AnomalyKiTS: Anomaly Detection Toolkit for Time Series

Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman, Shuxin Lin, Anuradha Bhamidipaty

Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data

Nader Nader, Rafael Alexandrou, Iasonas Iasonas, Andreas Pamboris, Harris Papadopoulos

A Demonstration of Compositional, Hierarchical Interactive Task Learning

Aaron Mininger, John E. Laird

An End-to-End Traditional Chinese Medicine Constitution Assessment System Based on Multimodal Clinical Feature Representation and Fusion

Huisheng Mao, Baozheng Zhang, Hua Xu, Kai Gao

SWWS: A Smart Wildlife Warning Sign System

Alan Ma

Silence or Outbreak – a Real-Time Emergent Topic Identification System (RealTIS) for Social Media

Ning Lu, Zhen Yang, Jian Huang, Yaxi Wu, Hesong Wang

SenTag: A Web-Based Tool for Semantic Annotation of Textual Documents

Andrea Loreggia, Simone Mosco, Alberto Zerbinati

MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word Problem Solvers

Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai

ALLURE: A Multi-Modal Guided Environment for Helping Children Learn to Solve a Rubik’s Cube with Automatic Solving and Interactive Explanations

Kausik Lakkaraju, Thahimum Hassan, Vedant Khandelwal, Prathamjeet Singh, Cassidy Bradley

InteractEva: A Simulation-Based Evaluation Framework for Interactive AI Systems

Yannis Katsis, Maeda F. Hanafi, Martín Santillán Cooper, Yunyao Li

A Trend-Driven Fashion Design System for Rapid Response Marketing in E-commerce

Lianghua Huang, Yu Liu, Bin Wang, PAN PAN, Rong Jin

MONICA2: Mobile Neural Voice Command Assistants towards Smaller and Smarter

Yoonseok Hong, Shounan An, Sunwoo Im, Jaegeon Jo, Insoo Oh

Dynamic Incentive Mechanism Design for COVID-19 Social Distancing

Xuan Rong Zane Ho, Wei Yang Bryan Lim, Hongchao Jiang, Jer Shyuan Ng, Han Yu

SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment

Maurício Gruppi, Sibel Adalı, Pin-Yu Chen

CCA: An ML Pipeline for Cloud Anomaly Troubleshooting

Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane Potocnik

CrowdFL: A Marketplace for Crowdsourced Federated Learning

Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim, Jer Shyuan Ng, Hongchao Jiang

AI Assisted Data Labeling with Interactive Auto Label

Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan, Narendra Nath Joshi

UCSM-DNN: User and Card Style Modeling with Deep Neural Networks for Personalized Game AI

Daegeun Choe, Youngbak Jo, Shindong Kang, Shounan An, Insoo Oh

A Goal-Driven Natural Language Interface for Creating Application Integration Workflows

Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima Chaudhary, Zhining Ding

PYLON: A PyTorch Framework for Learning with Constraints

Kareem Ahmed, Tao Li, Thy Ton, Quan Guo, Kai-Wei Chang

Building Goal-Oriented Dialogue Systems with Situated Visual Context

Sanchit Agarwal, Jan Jezabek, Arijit Biswas, Emre Barut, Bill Gao

An Extraction and Representation Pipeline for Literary Characters

Funing Yang

Unsupervised Identification of Materials with Hyperspectral Images

Mira Welner

Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models

Abigail Swenor

Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers

Eshika Saxena

Towards Multimodal Vision-Language Models Generating Non-generic Text

Wes Robbins

Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities

Willa Potosnak

Participatory Machine Learning Models in Feminicide News Alert Detection

Amelia Lee Dogan

Measuring Students’ Engagement with Digital Interactive Textbooks by Analyzing Clickstream Data

Breanne Crockett

The Importance of Hyperparameter Optimisation for Facial Recognition Applications

Hannah M. Claus

Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus Measurements

Georgia Channing

Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks

Kaleab Belay

Demystifying the Chinese Social Credit System: A Case Study on AI-Powered Control Systems in China

Vishakha Agrawal

Efficient Deep Learning for Multi Agent Pathfinding

Natalie Abreu

Enhance Weakly-Supervised Aspect Detection with External Knowledge (Student Abstract)

Zhuoming Zheng, Yi Cai, Liuwu Li

Capsule Graph Neural Network for Multi-Label Image Recognition (Student Abstract)

Xiangping Zheng, Xun Liang, Bo Wu

Blocking Influence at Collective Level with Hard Constraints (Student Abstract)

Zonghan Zhang, Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji

A Multi-Factor Classification Framework for Completing Users’ Fuzzy Queries (Student Abstract)

Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu

From “Dynamics on Graphs” to “Dynamics of Graphs”: An Adaptive Echo-State Network Solution (Student Abstract)

Lei Zhang, Zhiqian Chen, Chang-Tien Lu, Liang Zhao

Understanding Stochastic Optimization Behavior at the Layer Update Level (Student Abstract)

Jack Zhang, Guan Xiong Qiao, Alexandru Lopotenco, Ian Tong Pan

Predicting the Influence of Fake and Real News Spreaders (Student Abstract)

Amy Zhang, Aaron Brookhouse, Daniel Hammer, Francesca Spezzano, Liljana Babinkostova

Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract)

Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai

Linking Transformer to Hawkes Process for Information Cascade Prediction (Student Abstract)

Liu Yu, Xovee Xu, Ting Zhong, Goce Trajcevski, Fan Zhou

Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract)

Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou

Learning to Ask for Data-Efficient Event Argument Extraction (Student Abstract)

Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan

Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student Abstract)

jie Yang, Chin-teng Lin

Crowdsourcing with Meta-Knowledge Transfer (Student Abstract)

Sunyue Xu, Jing Zhang

Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset and Baselines (Student Abstract)

Sheng Xu, Xiaojun Wan

Learning to Evolve on Dynamic Graphs (Student Abstract)

Xintao Xiang, Tiancheng Huang, Donglin Wang

Proof of Learning: Towards a Practical Blockchain Consensus Mechanism Using Directed Guiding Gradients (Student Abstract)

Yongqi Wu, Xingjun Wang, Chen Chen, Guining Liu

Efficient Attribute (α,β)-Core Detection in Large Bipartite Graphs (Student Abstract)

Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang

NeuralArTS: Structuring Neural Architecture Search with Type Theory (Student Abstract)

Robert Wu, Nayan Saxena, Rohan Jain

A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique Search Problem (Student Abstract)

Jun Wu, Minghao Yin

Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract)

Ka Ming Wong, Richard Tzong-Han Tsai

BigCQ: Generating a Synthetic Set of Competency Questions Formalized into SPARQL-OWL (Student Abstract)

Dawid Wiśniewski, Jędrzej Potoniec, Agnieszka Ławrynowicz

Large-Scale IP Usage Identification via Deep Ensemble Learning (Student Abstract)

Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang

Augmentation of Chinese Character Representations with Compositional Graph Learning (Student Abstract)

Jason Wang, Kaiqun Fu, Zhiqian Chen, Chang-Tien Lu

Conditional Collaborative Filtering Process for Top-K Recommender System (Student Abstract)

Guanyu Wang, Xovee Xu, Ting Zhong, Fan Zhou

Modeling Abstract Algebra as an OWL Ontology (Student Abstract)

Michael Vance

Reducing Catastrophic Forgetting in Self Organizing Maps with Internally-Induced Generative Replay (Student Abstract)

Hitesh Vaidya, Travis Desell, Alexander G. Ororbia

Hybrid Deep Learning Model for Fake News Detection in Social Networks (Student Abstract)

Bibek Upadhayay, Vahid Behzadan

VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement Learning (Student Abstract)

Toki Takahashi, Ryota Higa, Katsuhide Fujita, Shinji Nakadai

A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract)

Wenxin Tai

Sampling and Counting Acyclic Orientations in Chordal Graphs (Student Abstract)

Wenbo Sun

Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing One-vs-One Algorithm (Student Abstract)

Bharath Sudharsan

Criticality-Based Advice in Reinforcement Learning (Student Abstract)

Yitzhak Spielberg, Amos Azaria

Solving Visual Analogies Using Neural Algorithmic Reasoning (Student Abstract)

Atharv Sonwane, Gautam Shroff, Lovekesh Vig, Ashwin Srinivasan, Tirtharaj Dash

On the Relation between Distributionally Robust Optimization and Data Curation (Student Abstract)

Agnieszka Słowik, Léon Bottou, Sean B. Holden, Mateja Jamnik

C3D and Localization Model for Locating and Recognizing the Actions from Untrimmed Videos (Student Abstract)

Himanshu Singh, Tirupati Pallewad, Badri N Subudhi, Vinit Jakhetiya

Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract)

Suzanna Sia, Kokil Jaidka, Niyati Chayya, Kevin Duh

Prototype-Based Explanations for Graph Neural Networks (Student Abstract)

Yong-Min Shin, Sun-Woo Kim, Eun-Bi Yoon, Won-Yong Shin

Optimizing Global Influenza Surveillance for Locations with Deficient Data (Student Abstract)

Songwei Shan, Qi Tan, Yiu Chung Lau, Zhanwei Du, Eric H.Y. Lau

Towards One Shot Search Space Poisoning in Neural Architecture Search (Student Abstract)

Nayan Saxena, Robert Wu, Rohan Jain

NEUROCRYPT: Coercion-Resistant Implicit Memory Authentication (Student Abstract)

Ritul Satish, Niranjan Rajesh, Argha Chakrabarty, Aditi Jain, Sristi Bafna

Do We Need a New Large-Scale Quality Assessment Database for Generative Inpainting Based 3D View Synthesis? (Student Abstract)

Sadbhawna, Vinit Jakhetiya, Badri N. Subudhi, Harshit Shakya, Deebha Mumtaz

Integer and Constraint Programming Revisited for Mutually Orthogonal Latin Squares (Student Abstract)

Noah Rubin, Curtis Bright, Brett Stevens, Kevin Cheung

XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract)

Saed Rezayi, Handong Zhao, Sheng Li

Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract)

Haopeng Ren, Yi Cai, Yushi Zeng

CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student Abstract)

Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand

GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract)

Michael Potter, Hamlin Liu, Yash Lala, Christian Loanzon, Yizhou Sun

Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student Abstract)

Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao

Using Reinforcement Learning for Operating Educational Campuses Safely during a Pandemic (Student Abstract)

Elizabeth Akinyi Ondula, Bhaskar Krishnamachari

Explainable Shapley-Based Allocation (Student Abstract)

Meir Nizri, Noam Hazon, Amos Azaria

A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle (Student Abstract)

Vahid Naghashi, Abdoulaye Baniré Diallo

Actionable Model-Centric Explanations (Student Abstract)

Cecilia G. Morales, Nicholas Gisolfi, Robert Edman, James K. Milller, Artur Dubrawski

Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract)

Hannah Miller

Early Forecast of Traffic Accident Impact Based on a Single-Snapshot Observation (Student Abstract)

Guangyu Meng, Qisheng Jiang, Kaiqun Fu, Beiyu Lin, Chang-Tien Lu

A Short-Term Tropical Cyclone Intensity Forecasting Method Based on High-Order Tensor (Student Abstract)

Fan Meng, Handan Sun, Danya Xu, Pengfei Xie, Tao Song

Switch-GPT: An Effective Method for Constrained Text Generation under Few-Shot Settings (Student Abstract)

Chang Ma, Song Zhang, Gehui Shen, Zhihong Deng

Adaptive Safe Behavior Generation for Heterogeneous Autonomous Vehicles Using Parametric-Control Barrier Functions (Student Abstract)

Yiwei Lyu, Wenhao Luo, John M. Dolan

The Psychology of Semantic Spaces: Experiments with Positive Emotion (Student Abstract)

Xuan Liu, Kokil Jaidka, Niyati Chayya