AAAI-22 Conference — Volume 36 IAAI-22, EAAI-22, AAAI-22 Special Programs and Special Track, Student Papers and Demonstrations
AAAI Special Track on AI for Social Impact
Conditional Synthetic Data Generation for Robust Machine Learning
Applications with Limited Pandemic Data
Hari Prasanna Das, Ryan Tran, Japjot Singh, Xiangyu Yue, Geoffrey Tison,
Alberto Sangiovanni-Vincentelli, Costas J. Spanos
Pages 11792-11800 |
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Socially Fair Mitigation of Misinformation on Social Networks via
Constraint Stochastic Optimization
Ahmed Abouzeid, Ole-Christoffer Granmo, Christian Webersik, Morten Goodwin
Pages 11801-11809 |
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Personalized Public Policy Analysis in Social Sciences Using
Causal-Graphical Normalizing Flows
Sourabh Balgi, Jose M. Peña, Adel Daoud
Pages 11810-11818 |
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Interpretable Low-Resource Legal Decision Making
Rohan Bhambhoria, Hui Liu, Samuel Dahan, Xiaodan Zhu
Pages 11819-11827 |
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Noninvasive Lung Cancer Early Detection via Deep Methylation
Representation Learning
Xiangrui Cai, Jinsheng Tao, Shichao Wang, Zhiyu Wang, Jiaxian Wang, Mei
Li, Hong Wang, Xixiang Tu, Hao Yang, Jian-Bing Fan, Hua Ji
Pages 11828-11836 |
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iGrow: A Smart Agriculture Solution to Autonomous Greenhouse Control
Xiaoyan Cao, Yao Yao, Lanqing Li, Wanpeng Zhang, Zhicheng An, Zhong Zhang,
Li Xiao, Shihui Guo, Xiaoyu Cao, Meihong Wu, Dijun Luo
Pages 11837-11845 |
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CODE: Contrastive Pre-training with Adversarial Fine-Tuning for Zero-Shot
Expert Linking
Bo Chen, Jing Zhang, Xiaokang Zhang, Xiaobin Tang, lingfan cai, Hong Chen,
Cuiping Li, Peng Zhang, Jie Tang
Pages 11846-11854 |
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Interpreting Gender Bias in Neural Machine Translation: Multilingual
Architecture Matters
Marta R. Costa-jussà, Carlos Escolano, Christine Basta, Javier Ferrando,
Roser Batlle, Ksenia Kharitonova
Pages 11855-11863 |
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Word Embeddings via Causal Inference: Gender Bias Reducing and Semantic
Information Preserving
Lei Ding, Dengdeng Yu, Jinhan Xie, Wenxing Guo, Shenggang Hu, Meichen Liu,
Linglong Kong, Hongsheng Dai, Yanchun Bao, Bei Jiang
Pages 11864-11872 |
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A GNN-RNN Approach for Harnessing Geospatial and Temporal Information:
Application to Crop Yield Prediction
Joshua Fan, Junwen Bai, Zhiyun Li, Ariel Ortiz-Bobea, Carla P. Gomes
Pages 11873-11881 |
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Has CEO Gender Bias Really Been Fixed? Adversarial Attacking and Improving
Gender Fairness in Image Search
Yunhe Feng, Chirag Shah
Pages 11882-11890 |
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Preserving Privacy in Federated Learning with Ensemble Cross-Domain
Knowledge Distillation
Xuan Gong, Abhishek Sharma, Srikrishna Karanam, Ziyan Wu, Terrence Chen,
David Doermann, Arun Innanje
Pages 11891-11899 |
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FairFoody: Bringing In Fairness in Food Delivery
Anjali Gupta, Rahul Yadav, Ashish Nair, Abhijnan Chakraborty, Sayan Ranu,
Amitabha Bagchi
Pages 11900-11907 |
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Bayesian Optimisation for Active Monitoring of Air Pollution
Sigrid Passano Hellan, Christopher G. Lucas, Nigel H. Goddard
Pages 11908-11916 |
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ChildrEN SafEty and Rescue (CENSER) System for Trafficked Children from
Brothels in India
Raghu Vamshi Hemadri, Amarjot Singh, Ajeet Singh
Pages 11917-11925 |
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Gradual (In)Compatibility of Fairness Criteria
Corinna Hertweck, Tim Räz
Pages 11926-11934 |
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Adaptive Energy Management for Self-Sustainable Wearables in Mobile Health
Dina Hussein, Ganapati Bhat, Janardhan Rao Doppa
Pages 11935-11944 |
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Evaluating Explainable AI on a Multi-Modal Medical Imaging Task: Can
Existing Algorithms Fulfill Clinical Requirements?
Weina Jin, Xiaoxiao Li, Ghassan Hamarneh
Pages 11945-11953 |
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Unmasking the Mask – Evaluating Social Biases in Masked Language Models
Masahiro Kaneko, Danushka Bollegala
Pages 11954-11962 |
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CrossWalk: Fairness-Enhanced Node Representation Learning
Ahmad Khajehnejad, Moein Khajehnejad, Mahmoudreza Babaei, Krishna P.
Gummadi, Adrian Weller, Baharan Mirzasoleiman
Pages 11963-11970 |
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COVID-EENet: Predicting Fine-Grained Impact of COVID-19 on Local Economies
Doyoung Kim, Hyangsuk Min, Youngeun Nam, Hwanjun Song, Susik Yoon, Minseok
Kim, Jae-Gil Lee
Pages 11971-11981 |
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A Search Engine for Discovery of Scientific Challenges and Directions
Dan Lahav, Jon Saad Falcon, Bailey Kuehl, Sophie Johnson, Sravanthi
Parasa, Noam Shomron, Duen Horng Chau, Diyi Yang, Eric Horvitz, Daniel S.
Weld, Tom Hope
Pages 11982-11990 |
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Transcribing Natural Languages for the Deaf via Neural Editing Programs
Dongxu Li, Chenchen Xu, Liu Liu, Yiran Zhong, Rong Wang, Lars Petersson,
Hongdong Li
Pages 11991-11999 |
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Optimal Local Explainer Aggregation for Interpretable Prediction
Qiaomei Li, Rachel Cummings, Yonatan Mintz
Pages 12000-12007 |
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Fair Conformal Predictors for Applications in Medical Imaging
Charles Lu, Andréanne Lemay, Ken Chang, Katharina Höbel, Jayashree
Kalpathy-Cramer
Pages 12008-12016 |
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Field Study in Deploying Restless Multi-Armed Bandits: Assisting
Non-profits in Improving Maternal and Child Health
Aditya Mate, Lovish Madaan, Aparna Taneja, Neha Madhiwalla, Shresth Verma,
Gargi Singh, Aparna Hegde, Pradeep Varakantham, Milind Tambe
Pages 12017-12025 |
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Gender and Racial Stereotype Detection in Legal Opinion Word Embeddings
Sean Matthews, John Hudzina, Dawn Sepehr
Pages 12026-12033 |
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IS-Count: Large-Scale Object Counting from Satellite Images with
Covariate-Based Importance Sampling
Chenlin Meng, Enci Liu, Willie Neiswanger, Jiaming Song, Marshall Burke,
David Lobell, Stefano Ermon
Pages 12034-12042 |
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DevianceNet: Learning to Predict Deviance from a Large-Scale Geo-Tagged
Dataset
Jin-Hwi Park, Young-Jae Park, Junoh Lee, Hae-Gon Jeon
Pages 12043-12052 |
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Learning Economic Indicators by Aggregating Multi-Level Geospatial
Information
Sungwon Park, Sungwon Han, Donghyun Ahn, Jaeyeon Kim, Jeasurk Yang, Susang
Lee, Seunghoon Hong, Jihee Kim, Sangyoon Park, Hyunjoo Yang, Meeyoung Cha
Pages 12053-12061 |
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Knowledge Sharing via Domain Adaptation in Customs Fraud Detection
Sungwon Park, Sundong Kim, Meeyoung Cha
Pages 12062-12070 |
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Learning the Physics of Particle Transport via Transformers
Oscar Pastor-Serrano, Zoltán Perkó
Pages 12071-12079 |
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Accurate and Scalable Gaussian Processes for Fine-Grained Air Quality
Inference
Zeel B Patel, Palak Purohit, Harsh M Patel, Shivam Sahni, Nipun Batra
Pages 12080-12088 |
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Investigations of Performance and Bias in Human-AI Teamwork in Hiring
Andi Peng, Besmira Nushi, Emre Kiciman, Kori Inkpen, Ece Kamar
Pages 12089-12097 |
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LIMREF: Local Interpretable Model Agnostic Rule-Based Explanations for
Forecasting, with an Application to Electricity Smart Meter Data
Dilini Rajapaksha, Christoph Bergmeir
Pages 12098-12107 |
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‘Beach’ to ‘Bitch’: Inadvertent Unsafe Transcription of Kids’ Content on
YouTube
Krithika Ramesh, Ashiqur R. KhudaBukhsh, Sumeet Kumar
Pages 12108-12118 |
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ReforesTree: A Dataset for Estimating Tropical Forest Carbon Stock with
Deep Learning and Aerial Imagery
Gyri Reiersen, David Dao, Björn Lütjens, Konstantin Klemmer, Kenza Amara,
Attila Steinegger, Ce Zhang, Xiaoxiang Zhu
Pages 12119-12125 |
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Deep Movement Primitives: Toward Breast Cancer Examination Robot
Oluwatoyin Sanni, Giorgio Bonvicini, Muhammad Arshad Khan, Pablo C.
López-Custodio, Kiyanoush Nazari, Amir M. Ghalamzan E.
Pages 12126-12134 |
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Multi-Agent Reinforcement Learning Controller to Maximize Energy
Efficiency for Multi-Generator Industrial Wave Energy Converter
Soumyendu Sarkar, Vineet Gundecha, Alexander Shmakov, Sahand Ghorbanpour,
Ashwin Ramesh Babu, Paolo Faraboschi, Mathieu Cocho, Alexandre Pichard,
Jonathan Fievez
Pages 12135-12144 |
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Reducing Energy Consumption of Pressure Sensor Calibration Using
Polynomial HyperNetworks with Fourier Features
Muhammad Sarmad, Mishal Fatima, Jawad Tayyub
Pages 12145-12153 |
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Bandit Data-Driven Optimization for Crowdsourcing Food Rescue Platforms
Zheyuan Ryan Shi, Zhiwei Steven Wu, Rayid Ghani, Fei Fang
Pages 12154-12162 |
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Sentiment and Emotion-Aware Multi-Modal Complaint Identification
APOORVA SINGH, Soumyodeep Dey, Anamitra Singha, Sriparna Saha
Pages 12163-12171 |
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Sentence Simplification Capabilities of Transfer-Based Models
Sanja Štajner, Kim Cheng Sheang, Horacio Saggion
Pages 12172-12180 |
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TransBoost: A Boosting-Tree Kernel Transfer Learning Algorithm for
Improving Financial Inclusion
Yiheng Sun, Tian Lu, Cong Wang, Yuan Li, Huaiyu Fu, Jingran Dong, Yunjie
Xu
Pages 12181-12190 |
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CausalGNN: Causal-Based Graph Neural Networks for Spatio-Temporal Epidemic
Forecasting
Lijing Wang, Aniruddha Adiga, Jiangzhuo Chen, Adam Sadilek, Srinivasan
Venkatramanan, Madhav Marathe
Pages 12191-12199 |
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PrEF: Probabilistic Electricity Forecasting via Copula-Augmented State
Space Model
Zhiyuan Wang, Xovee Xu, Goce Trajcevski, Kunpeng Zhang, Ting Zhong, Fan
Zhou
Pages 12200-12207 |
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Fairness by “Where”: A Statistically-Robust and Model-Agnostic Bi-level
Learning Framework
Yiqun Xie, Erhu He, Xiaowei Jia, Weiye Chen, Sergii Skakun, Han Bao, Zhe
Jiang, Rahul Ghosh, Praveen Ravirathinam
Pages 12208-12216 |
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DRAG: Dynamic Region-Aware GCN for Privacy-Leaking Image Detection
Guang Yang, Juan Cao, Qiang Sheng, Peng Qi, Xirong Li, Jintao Li
Pages 12217-12225 |
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D-vlog: Multimodal Vlog Dataset for Depression Detection
Jeewoo Yoon, Chaewon Kang, Seungbae Kim, Jinyoung Han
Pages 12226-12234 |
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Longitudinal Fairness with Censorship
Wenbin Zhang, Jeremy C. Weiss
Pages 12235-12243 |
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Senior Member Presentation: Blue Sky Papers
Toward a New Science of Common Sense
Ronald J. Brachman, Hector J. Levesque
Pages 12245-12249 |
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Local Justice and the Algorithmic Allocation of Scarce Societal Resources
Sanmay Das
Pages 12250-12255 |
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Training on the Test Set: Mapping the System-Problem Space in AI
José Hernández-Orallo, Wout Schellaert, Fernando Martínez-Plumed
Pages 12256-12261 |
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Symbols as a Lingua Franca for Bridging Human-AI Chasm for Explainable and
Advisable AI Systems
Subbarao Kambhampati, Sarath Sreedharan, Mudit Verma, Yantian Zha, Lin
Guan
Pages 12262-12267 |
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The Computational Gauntlet of Human-Like Learning
Pat Langley
Pages 12268-12273 |
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BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome
Language Barriers
Roberto Navigli, Rexhina Blloshmi, Abelardo Carlos Martínez Lorenzo
Pages 12274-12279 |
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Expert-Informed, User-Centric Explanations for Machine Learning
Michael Pazzani, Severine Soltani, Robert Kaufman, Samson Qian, Albert
Hsiao
Pages 12280-12286 |
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Subjective Attributes in Conversational Recommendation Systems: Challenges
and Opportunities
Filip Radlinski, Craig Boutilier, Deepak Ramachandran, Ivan Vendrov
Pages 12287-12293 |
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Market Design for Drone Traffic Management
Sven Seuken, Paul Friedrich, Ludwig Dierks
Pages 12294-12300 |
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Consent as a Foundation for Responsible Autonomy
Munindar P. Singh
Pages 12301-12306 |
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Senior Member Presentation: Summary Papers
Matching Market Design with Constraints
Haris Aziz, Péter Biró, Makoto Yokoo
Pages 12308-12316 |
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Commonsense Knowledge Reasoning and Generation with Pre-trained Language
Models: A Survey
Prajjwal Bhargava, Vincent Ng
Pages 12317-12325 |
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Target Languages (vs. Inductive Biases) for Learning to Act and Plan
Hector Geffner
Pages 12326-12333 |
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Model-Based Diagnosis of Multi-Agent Systems: A Survey
Meir Kalech, Avraham Natan
Pages 12334-12341 |
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Delivering Trustworthy AI through Formal XAI
Joao Marques-Silva, Alexey Ignatiev
Pages 12342-12350 |
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Anatomizing Bias in Facial Analysis
Richa Singh, Puspita Majumdar, Surbhi Mittal, Mayank Vatsa
Pages 12351-12358 |
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IAAI Technical Track on Highly Innovative Applications of AI
Intelligent Online Selling Point Extraction for E-commerce Recommendation
Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye
Ding, Zhen He, Jianchao Lu, Yun Xiao, Bo Long, Han Yu, Lingfei Wu
Pages 12360-12368 |
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Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a
New Czech Dataset
Matěj Kocián, Jakub Náplava, Daniel Štancl, Vladimír Kadlec
Pages 12369-12377 |
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Identifying Early Warning Signals from News Using Network Community
Detection
Nataliya Le Vine, Eric Boxer, Mustafa Dinani, Paolo Tortora, Subhradeep
Das
Pages 12378-12386 |
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Prior-Guided Transfer Learning for Enhancing Item Representation in
E-commerce
Heng-Yi Li, Yabo Ni, Anxiang Zeng, Han Yu, Chunyan Miao
Pages 12387-12395 |
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Contribution-Aware Federated Learning for Smart Healthcare
Zelei Liu, Yuanyuan Chen, Yansong Zhao, Han Yu, Yang Liu, Renyi Bao,
Jinpeng Jiang, Zaiqing Nie, Qian Xu, Qiang Yang
Pages 12396-12404 |
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AI Driven Accounts Payable Transformation
Tarun Tater, Neelamadhav Gantayat, Sampath Dechu, Hussain Jagirdar,
Harshit Rawat, Meena Guptha, Surbhi Gupta, Lukasz Strak, Shashi Kiran,
Sivakumar Narayanan
Pages 12405-12413 |
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Harvest – a System for Creating Structured Rate Filing Data from Filing
PDFs
Ender Tekin, Qian You, Devin M. Conathan, Glenn M. Fung, Thomas S.
Kneubuehl
Pages 12414-12422 |
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Automatic Product Copywriting for E-commerce
Xueying Zhang, Yanyan Zou, Hainan Zhang, Jing Zhou, Shiliang Diao, Jiajia
Chen, Zhuoye Ding, Zhen He, Xueqi He, Yun Xiao, Bo Long, Han Yu, Lingfei
Wu
Pages 12423-12431 |
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IAAI Technical Track on Emerging Applications of AI
Wasserstein Adversarial Transformer for Cloud Workload Prediction
Shivani Arbat, Vinodh Kumaran Jayakumar, Jaewoo Lee, Wei Wang, In Kee Kim
Pages 12433-12439 |
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Picking Pearl from Seabed: Extracting Artefacts from Noisy Issue Triaging
Collaborative Conversations for Hybrid Cloud Services
Amar Prakash Azad, Supriyo Ghosh, Ajay Gupta, Harshit Kumar, Prateeti
Mohapatra, Lena Eckstein, Leonard Posner, Robert Kern
Pages 12440-12446 |
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Latent Space Simulation for Carbon Capture Design Optimization
Brian Bartoldson, Rui Wang, Yucheng Fu, David Widemann, Sam Nguyen, Jie
Bao, Zhijie Xu, Brenda Ng
Pages 12447-12453 |
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Micronutrient Deficiency Prediction via Publicly Available Satellite Data
Elizabeth Bondi, Haipeng Chen, Christopher D. Golden, Nikhil Behari,
Milind Tambe
Pages 12454-12460 |
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Using Public Data to Predict Demand for Mobile Health Clinics
Haipeng Chen, Susobhan Ghosh, Gregory Fan, Nikhil Behari, Arpita Biswas,
Mollie Williams, Nancy E. Oriol, Milind Tambe
Pages 12461-12467 |
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TCN: Pioneering Topological-Based Convolutional Networks for Planetary
Terrain Learning
Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia R. Gel
Pages 12468-12474 |
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CB+NN Ensemble to Improve Tracking Accuracy in Air Surveillance
Anoop Karnik Dasika, Praveen Paruchuri
Pages 12475-12481 |
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A Tale of Color Variants: Representation and Self-Supervised Learning in
Fashion E-commerce
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi
Pages 12482-12488 |
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Deploying an Artificial Intelligence Application to Detect Flood from
Sentinel 1 Data
Paolo Fraccaro, Nikola Stoyanov, Zaheed Gaffoor, Laura Elena Cue La Rosa,
Jitendra Singh, Tatsuya Ishikawa, Blair Edwards, Anne Jones, Komminist
Weldermariam
Pages 12489-12495 |
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Facilitating Human-Wildlife Cohabitation through Conflict Prediction
Susobhan Ghosh, Pradeep Varakantham, Aniket Bhatkhande, Tamanna Ahmad,
Anish Andheria, Wenjun Li, Aparna Taneja, Divy Thakkar, Milind Tambe
Pages 12496-12502 |
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PaintTeR: Automatic Extraction of Text Spans for Generating Art-Centered
Questions
Sujatha Das Gollapalli, See-Kiong Ng, Ying Kiat Tham, Shan Shan Chow, Jia
Min Wong, Kevin Lim
Pages 12503-12509 |
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Flexible-Window Predictions on Electronic Health Records
Mehak Gupta, Raphael Poulain, Thao-Ly T. Phan, H. Timothy Bunnell,
Rahmatollah Beheshti
Pages 12510-12516 |
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AI for Disaster Rapid Damage Assessment from Microblogs
Muhammad Imran, Umair Qazi, Ferda Ofli, Steve Peterson, Firoj Alam
Pages 12517-12523 |
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Designing a Human-in-the-Loop System for Object Detection in Floor Plans
Johannes Jakubik, Patrick Hemmer, Michael Vössing, Benedikt Blumenstiel,
Andrea Bartos, Kamilla Mohr
Pages 12524-12530 |
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Bayesian Model-Based Offline Reinforcement Learning for Product Allocation
Porter Jenkins, Hua Wei, J. Stockton Jenkins, Zhenhui Li
Pages 12531-12537 |
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Learning Space-Time Crop Yield Patterns with Zigzag Persistence-Based
LSTM: Toward More Reliable Digital Agriculture Insurance
Tian Jiang, Meichen Huang, Ignacio Segovia-Dominguez, Nathaniel Newlands,
Yulia R. Gel
Pages 12538-12544 |
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A Machine Learning Method for EV Range Prediction with Updates on Route
Information and Traffic Conditions
Dohee Kim, Hong Gi Shim, Jeong Soo Eo
Pages 12545-12551 |
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Domain Reconstruction for UWB Car Key Localization Using Generative
Adversarial Networks
Aleksei Kuvshinov, Daniel Knobloch, Daniel Külzer, Elen Vardanyan, Stephan
Günnemann
Pages 12552-12558 |
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ALPHAPROG: Reinforcement Generation of Valid Programs for Compiler Fuzzing
Xiaoting Li, Xiao Liu, Lingwei Chen, Rupesh Prajapati, Dinghao Wu
Pages 12559-12565 |
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Combating Sampling Bias: A Self-Training Method in Credit Risk Models
Jingxian Liao, Wei Wang, Jason Xue, Anthony Lei, Xue Han, Kun Lu
Pages 12566-12572 |
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Data-Driven Real-Time Strategic Placement of Mobile Vaccine Distribution
Sites
Zakaria Mehrab, Mandy L. Wilson, Serina Chang, Galen Harrison, Bryan
Lewis, Alex Telionis, Justin Crow, Dennis Kim, Scott Spillmann, Kate
Peters, Jure Leskovec, Madhav Marathe
Pages 12573-12579 |
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An Interactive Explanatory AI System for Industrial Quality Control
Dennis Müller, Michael März, Stephan Scheele, Ute Schmid
Pages 12580-12586 |
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Inferring Multiple Tissue Properties from Magnetic Resonance
Fingerprinting Images
Naren Nallapareddy, Soumya Ray
Pages 12587-12593 |
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Learning to Rank Articles for Molecular Queries
Galia Nordon, Aviram Magen, Ido Guy, Kira Radinsky
Pages 12594-12600 |
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Outlier Detection in Wind Turbine Frequency Converters Using Long-Term
Sensor Data
Nils Schwenzfeier, Markus Heikamp, Ole Meyer, Andre Hönnscheidt, Michael
Steffes, Volker Gruhn
Pages 12601-12607 |
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Mitigating Low Agricultural Productivity of Smallholder Farms in Africa:
Time-Series Forecasting for Environmental Stressors
Maryam Tabar, Dongwon Lee, David P. Hughes, Amulya Yadav
Pages 12608-12614 |
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Reinforcement Learning for Datacenter Congestion Control
Chen Tessler, Yuval Shpigelman, Gal Dalal, Amit Mandelbaum, Doron Haritan
Kazakov, Benjamin Fuhrer, Gal Chechik, Shie Mannor
Pages 12615-12621 |
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Adaptive Global-Local Context Fusion for Multi-Turn Spoken Language
Understanding
Thanh Tran, Kai Wei, Weitong Ruan, Ross McGowan, Nathan Susanj, Grant P.
Strimel
Pages 12622-12628 |
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AI-Assisted Controls Change Management for Cybersecurity in the Cloud
Harshal Tupsamudre, Arun Kumar, Vikas Agarwal, Nisha Gupta, Sneha Mondal
Pages 12629-12635 |
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Predictive Maintenance for General Aviation Using Convolutional
Transformers
Hong Yang, Aidan LaBella, Travis Desell
Pages 12636-12642 |
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DocBed: A Multi-Stage OCR Solution for Documents with Complex Layouts
Wenzhen Zhu, Negin Sokhandan, Guang Yang, Sujitha Martin, Suchitra
Sathyanarayana
Pages 12643-12649 |
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IAAI Technical Track on Innovative Tools for Enabling AI Application
AI Explainability 360: Impact and Design
Vijay Arya, Rachel K. E. Bellamy, Pin-Yu Chen, Amit Dhurandhar, Michael
Hind, Samuel C. Hoffman, Stephanie Houde, Q. Vera Liao, Ronny Luss,
Aleksandra Mojsilović, Sami Mourad, Pablo Pedemonte, Ramya Raghavendra,
John Richards, Prasanna Sattigeri, Karthikeyan Shanmugam, Moninder Singh,
Kush R. Varshney, Dennis Wei, Yunfeng Zhang
Pages 12651-12657 |
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A Simulation-Based Evaluation Framework for Interactive AI Systems and Its
Application
Maeda F. Hanafi, Yannis Katsis, Martín Santillán Cooper, Yunyao Li
Pages 12658-12664 |
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Seq2Pat: Sequence-to-Pattern Generation for Constraint-Based Sequential
Pattern Mining
Xin Wang, Amin Hosseininasab, Pablo Colunga, Serdar Kadıoğlu, Willem-Jan
van Hoeve
Pages 12665-12671 |
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IAAI Technical Track on AI Integration
Accelerating COVID-19 Research with Graph Mining and Transformer-Based
Learning
Ilya Tyagin, Ankit Kulshrestha, Justin Sybrandt, Krish Matta, Michael
Shtutman, Ilya Safro
Pages 12673-12679 |
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EAAI Symposium: Full Papers
Towards an AI-Infused Interdisciplinary Curriculum for Middle-Grade
Classrooms
Bita Akram, Spencer Yoder, Cansu Tatar, Sankalp Boorugu, Ifeoluwa Aderemi,
Shiyan Jiang
Pages 12681-12688 |
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College Student Retention Risk Analysis from Educational Database Using
Multi-Task Multi-Modal Neural Fusion
Mohammad Arif Ul Alam
Pages 12689-12697 |
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A Socially Relevant Focused AI Curriculum Designed for Female High School
Students
Lauren Alvarez, Isabella Gransbury, Veronica Cateté, Tiffany Barnes, Ákos
Ledéczi, Shuchi Grover
Pages 12698-12705 |
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Game Design for Better Security of Combination Locks
Jean Pierre Astudillo Guerra, Karim Ahmed, Ryan Maher, Eddie Ubri, Jeremy
Blum
Pages 12706-12712 |
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Interactive Visualizations of Word Embeddings for K-12 Students
Saptarashmi Bandyopadhyay, Jason Xu, Neel Pawar, David Touretzky
Pages 12713-12720 |
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Fast Heuristic Detection of Offensive Words in Wordwheel Puzzles
Anand D. Blum, R. Mitchell Parry
Pages 12721-12726 |
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Ludus: An Optimization Framework to Balance Auto Battler Cards
Nathaniel Budijono, Phoebe Goldman, Jack Maloney, Joseph B. Mueller,
Phillip Walker, Jack Ladwig, Richard G. Freedman
Pages 12727-12734 |
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Predictive Student Modelling in an Online Reading Platform
Effat Farhana, Teomara Rutherford, Collin F. Lynch
Pages 12735-12743 |
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Game Balancing in Dominion: An Approach to Identifying Problematic Game
Elements
Cassandra Ford, Merrick Ohata
Pages 12744-12750 |
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I AM A.I. Gradient Descent – an Open-Source Digital Game for Inquiry-Based
CLIL Learning
Carina Geldhauser, Andreas Daniel Matt, Christian Stussak
Pages 12751-12757 |
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Smartphone-Based Game Development to Introduce K12 Students in Applied
Artificial Intelligence
Sara Guerreiro-Santalla, Alma Mallo, Tamara Baamonde, Francisco Bellas
Pages 12758-12765 |
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An Experience Report of Executive-Level Artificial Intelligence Education
in the United Arab Emirates
David Johnson, Mohammad Alsharid, Rasheed El-Bouri, Nigel Mehdi, Farah
Shamout, Alexandre Szenicer, David Toman, Saqr Binghalib
Pages 12766-12773 |
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Authentic Integration of Ethics and AI through Sociotechnical,
Problem-Based Learning
Ari Krakowski, Eric Greenwald, Timothy Hurt, Brandie Nonnecke, Matthew
Cannady
Pages 12774-12782 |
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Preparing High School Teachers to Integrate AI Methods into STEM
Classrooms
Irene Lee, Beatriz Perret
Pages 12783-12791 |
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Reproducibility as a Mechanism for Teaching Fairness, Accountability,
Confidentiality, and Transparency in Artificial Intelligence
Ana Lucic, Maurits Bleeker, Sami Jullien, Samarth Bhargav, Maarten de
Rijke
Pages 12792-12800 |
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Introducing Variational Autoencoders to High School Students
Zhuoyue Lyu, Safinah Ali, Cynthia Breazeal
Pages 12801-12809 |
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Interpretable Knowledge Tracing: Simple and Efficient Student Modeling
with Causal Relations
Sein Minn, Jill-Jênn Vie, Koh Takeuchi, Hisashi Kashima, Feida Zhu
Pages 12810-12818 |
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The Bullets Puzzle: A Paper-and-Pencil Minesweeper
Todd W. Neller, Hien G. Tran
Pages 12819-12825 |
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DeepQR: Neural-Based Quality Ratings for Learnersourced Multiple-Choice
Questions
Lin Ni, Qiming Bao, Xiaoxuan Li, Qianqian Qi, Paul Denny, Jim Warren,
Michael Witbrock, Jiamou Liu
Pages 12826-12834 |
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Using Sampling to Estimate and Improve Performance of Automated Scoring
Systems with Guarantees
Yaman Kumar Singla, Sriram Krishna, Rajiv Ratn Shah, Changyou Chen
Pages 12835-12843 |
PDF
Artificial Intelligence Approaches to Build Ticket to Ride Maps
Iain Smith, Calin Anton
Pages 12844-12851 |
PDF
Paving the Way for Novices: How to Teach AI for K-12 Education in China
Jiachen Song, Linan Zhang, Jinglei Yu, Yan Peng, Anyao Ma, Yu Lu
Pages 12852-12857 |
PDF
EAAI Symposium: Lightning Talk
Teaching AI with the Hands-On AI Projects for the Classroom Series
Nancye Blair Black
Pages 12859-12859 |
PDF
StoryQ—an Online Environment for Machine Learning of Text Classification
William Finzer, Jie Chao, Carolyn Rose, Shiyan Jiang
Pages 12860-12860 |
PDF
AI Snap! Blocks for Speech Input and Output, Computer Vision, Word
Embeddings, and Neural Net Creation, Training, and Use
Ken Kahn, Ramana Prasad, Gayathri Veera
Pages 12861-12861 |
PDF
EAAI Symposium: Model AI Assignment Abstracts
Model AI Assignments 2022
Todd W. Neller, Jazmin Collins, Daniel Schneider, Yim Register,
Christopher Brooks, Chiawei Tang, Chaolin Liu, Roozbeh Aliabadi, Annabel
Hasty, Sultan Albarakati, Haotian Fang, Harvey Yin, Joel Wilson
Pages 12863-12864 |
PDF
The Twenty - Seventh AAAI / SIGAI Doctoral Consortium
Towards Robust Named Entity Recognition via Temporal Domain Adaptation and
Entity Context Understanding
Oshin Agarwal
Pages 12866-12867 |
PDF
AI-Driven Road Condition Monitoring across Multiple Nations
Deeksha Arya, Sanjay Kumar Ghosh, Durga Toshniwal
Pages 12868-12869 |
PDF
Increasing the Diversity of Deep Generative Models
Sebastian Berns
Pages 12870-12871 |
PDF
Interpretable Privacy Preservation of Text Representations Using Vector
Steganography
Geetanjali Bihani
Pages 12872-12873 |
PDF
Using Multimodal Data and AI to Dynamically Map Flood Risk
Lydia Bryan-Smith
Pages 12874-12875 |
PDF
Towards Automating the Generation of Human-Robot Interaction Scenarios
Matthew C. Fontaine
Pages 12876-12877 |
PDF
An Algorithmic Theory of Markets and Their Application to Decentralized
Markets
Denizalp Goktas
Pages 12878-12879 |
PDF
Evaluating Explanations of Relational Graph Convolutional Network Link
Predictions on Knowledge Graphs
Nicholas Halliwell
Pages 12880-12881 |
PDF
Equilibrium Learning in Auction Markets
Stefan Heidekrüger
Pages 12882-12883 |
PDF
On the Practical Robustness of the Nesterov’s Accelerated Quasi-Newton
Method
S. Indrapriyadarsini, Hiroshi Ninomiya, Takeshi Kamio, Hideki Asai
Pages 12884-12885 |
PDF
Creating Interactive Crowds with Reinforcement Learning
Ariel Kwiatkowski
Pages 12886-12887 |
PDF
Socially Intelligent Affective AI
Aarti Malhotra
Pages 12888-12889 |
PDF
Dynamic Algorithmic Impact Assessment to Promote an Ethical Use of AI in
Businesses
Shefeh Prisilia Mbuy
Pages 12890-12891 |
PDF
Creating Interpretable Data-Driven Approaches for Tropical Cyclones
Forecasting
Fan Meng
Pages 12892-12893 |
PDF
On Semantic Cognition, Inductive Generalization, and Language Models
Kanishka Misra
Pages 12894-12895 |
PDF
Mutual Understanding in Human-Machine Teaming
Rohan Paleja
Pages 12896-12897 |
PDF
AAAI Student Abstract and Poster Program
Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in
Diplomacy Games (Student Abstract)
Hansin Ahuja, Lynnette Hui Xian Ng, Kokil Jaidka
Pages 12899-12900 |
PDF
PESTO: Switching Point Based Dynamic and Relative Positional Encoding for
Code-Mixed Languages (Student Abstract)
Mohsin Ali, Sai Teja Kandukuri, Sumanth Manduru, Parth Patwa, Amitava Das
Pages 12901-12902 |
PDF
A Deep Learning-Based Face Mask Detector for Autonomous Nano-Drones
(Student Abstract)
Eiman AlNuaimi, Elia Cereda, Rafail Psiakis, Suresh Sugumar, Alessandro
Giusti, Daniele Palossi
Pages 12903-12904 |
PDF
Learning Modular Structures That Generalize Out-of-Distribution (Student
Abstract)
Arjun Ashok, Chaitanya Devaguptapu, Vineeth N Balasubramanian
Pages 12905-12906 |
PDF
Manipulating SHAP via Adversarial Data Perturbations (Student Abstract)
Hubert Baniecki, Przemyslaw Biecek
Pages 12907-12908 |
PDF
Multi-Dimension Attention for Multi-Turn Dialog Generation (Student
Abstract)
Billal Belainine, Fatiha Sadat, Mounir Boukadoum
Pages 12909-12910 |
PDF
Deep Learning Based Side Channel Attacks on Lightweight Cryptography
(Student Abstract)
Alexander Benjamin, Jack Herzoff, Liljana Babinkostova, Edoardo Serra
Pages 12911-12912 |
PDF
Annotation Cost-Sensitive Deep Active Learning with Limited Data (Student
Abstract)
Renaud Bernatchez, Audrey Durand, Flavie Lavoie-Cardinal
Pages 12913-12914 |
PDF
INDEPROP: Information-Preserving De-propagandization of News Articles
(Student Abstract)
Aaryan Bhagat, Faraaz Mallick, Neel Karia, Ayush Kaushal
Pages 12915-12916 |
PDF
A Multimodal Fusion-Based LNG Detection for Monitoring Energy Facilities
(Student Abstract)
Junchi Bin, Choudhury A. Rahman, Shane Rogers, Shan Du, Zheng Liu
Pages 12917-12918 |
PDF
Controlling the Spread of Two Secrets in Diverse Social Networks (Student
Abstract)
Václav Blažej, Dušan Knop, Šimon Schierreich
Pages 12919-12920 |
PDF
Bridging the Gap between Expression and Scene Text for Referring
Expression Comprehension (Student Abstract)
Yuqi Bu, Jiayuan Xie, Liuwu Li, Qiong Liu, Yi Cai
Pages 12921-12922 |
PDF
Numerical Approximations of Log Gaussian Cox Process (Student Abstract)
Francois Buet-Golfouse, Hans Roggeman
Pages 12923-12924 |
PDF
Thrifty Neural Architecture Search for Medical Image Segmentation (Student
Abstract)
Ruibin Chen, Miao Zhang, Xin Zheng, Shirui Pan
Pages 12925-12926 |
PDF
Learning Contrastive Multi-View Graphs for Recommendation (Student
Abstract)
Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou
Pages 12927-12928 |
PDF
An Emotion-Based Multi-Task Approach to Fake News Detection (Student
Abstract)
Arjun Choudhry, Inder Khatri, Minni Jain
Pages 12929-12930 |
PDF
Does the Geometry of the Data Control the Geometry of Neural Predictions?
(Student Abstract)
Anirudh Cowlagi, Pratik Chaudhari
Pages 12931-12932 |
PDF
Transformation of Emotions in Images Using Poisson Blended Generative
Adversarial Networks (Student Abstract)
Aristidis Dernelakis, Jungin Kim, Kevin Velasquez, Lee Stearns
Pages 12933-12934 |
PDF
An Optimal Transport Approach to Deep Metric Learning (Student Abstract)
Jason Xiaotian Dou, Lei Luo, Raymond Mingrui Yang
Pages 12935-12936 |
PDF
Transformer-Based Unsupervised Learning for Early Detection of Sepsis
(Student Abstract)
Yutao Dou, Wei Li, Albert Y. Zomaya
Pages 12937-12938 |
PDF
Visual Explanations for Convolutional Neural Networks via Latent Traversal
of Generative Adversarial Networks (Student Abstract)
Amil Dravid, Aggelos K. Katsaggelos
Pages 12939-12940 |
PDF
Identifying ATT&CK Tactics in Android Malware Control Flow Graph
through Graph Representation Learning and Interpretability (Student
Abstract)
Jeffrey Fairbanks, Andres Orbe, Christine Patterson, Edoardo Serra, Marion
Scheepers
Pages 12941-12942 |
PDF
Reinforcement Learning Explainability via Model Transforms (Student
Abstract)
Mira Finkelstein, Lucy Liu, Yoav Kolumbus, David C. Parkes, Jeffrey S.
Rosenshein, Sarah Keren
Pages 12943-12944 |
PDF
Wind Prediction under Random Data Corruption (Student Abstract)
Conner Flansburg, Dimitrios I. Diochnos
Pages 12945-12946 |
PDF
Knowledge-Enhanced Scene Graph Generation with Multimodal Relation
Alignment (Student Abstract)
Ze Fu, Junhao Feng, Changmeng Zheng, Yi Cai
Pages 12947-12948 |
PDF
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular
Property Prediction (Student Abstract)
Piotr Gaiński, Łukasz Maziarka, Tomasz Danel, Stanisław Jastrzebski
Pages 12949-12950 |
PDF
From Video to Images: Contrastive Pretraining for Emotion Recognition from
Single Image (Student Abstract)
Bhanu Garg, Kijun Kim, Sudhanshu Ranjan
Pages 12951-12952 |
PDF
An Ontological Approach towards Automatic Creation of Infographics from
Formal Text (Student Abstract)
Devin Garg, Tanuj Agarwal, Chiranjoy Chattopadhyay
Pages 12953-12954 |
PDF
JoTA: Aligning Multilingual Job Taxonomies through Word Embeddings
(Student Abstract)
Anna Giabelli, Lorenzo Malandri, Fabio Mercorio, Mario Mezzanzanica
Pages 12955-12956 |
PDF
MBGRLp: Multiscale Bootstrap Graph Representation Learning on Pointcloud
(Student Abstract)
Vandan Gorade, Azad Singh, Deepak Mishra
Pages 12957-12958 |
PDF
Memotion Analysis through the Lens of Joint Embedding (Student Abstract)
Nethra Gunti, Sathyanarayanan Ramamoorthy, Parth Patwa, Amitava Das
Pages 12959-12960 |
PDF
Contrastive Personalization Approach to Suspect Identification (Student
Abstract)
Devansh Gupta, Drishti Bhasin, Sarthak Bhagat, Shagun Uppal, Ponnurangam
Kumaraguru, Rajiv Ratn Shah
Pages 12961-12962 |
PDF
A Simplified Benchmark for Ambiguous Explanations of Knowledge Graph Link
Prediction Using Relational Graph Convolutional Networks (Student
Abstract)
Nicholas Halliwell, Fabien Gandon, Freddy Lecue
Pages 12963-12964 |
PDF
Deep Representation Debiasing via Mutual Information Minimization and
Maximization (Student Abstract)
Ruijiang Han, Wei Wang, Yuxi Long, Jiajie Peng
Pages 12965-12966 |
PDF
Class-Wise Adaptive Self Distillation for Federated Learning on Non-IID
Data (Student Abstract)
Yuting He, Yiqiang Chen, Xiaodong Yang, Yingwei Zhang, Bixiao Zeng
Pages 12967-12968 |
PDF
Detecting Neighborhood Gentrification at Scale via Street Views and POIs
(Student Abstract)
Tianyuan Huang
Pages 12969-12970 |
PDF
A Discriminative and Robust Feature Learning Approach for EEG-Based Motor
Imagery Decoding (Student Abstract)
Xiuyu Huang, Nan Zhou, Kup-Sze Choi
Pages 12971-12972 |
PDF
A Stochastic Momentum Accelerated Quasi-Newton Method for Neural Networks
(Student Abstract)
S. Indrapriyadarsini, Shahrzad Mahboubi, Hiroshi Ninomiya, Takeshi Kamio,
Hideki Asai
Pages 12973-12974 |
PDF
AsyncFL: Asynchronous Federated Learning Using Majority Voting with
Quantized Model Updates (Student Abstract)
Suji Jang, Hyuk Lim
Pages 12975-12976 |
PDF
Code Representation Learning Using Prüfer Sequences (Student Abstract)
Tenzin Jinpa, Yong Gao
Pages 12977-12978 |
PDF
Gerrymandering under Uncertain Preferences (Student Abstract)
Benjamin Kelly
Pages 12979-12980 |
PDF
FedCC: Federated Learning with Consensus Confirmation for Byzantine Attack
Resistance (Student Abstract)
Woocheol Kim, Hyuk Lim
Pages 12981-12982 |
PDF
Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based
Software (Student Abstract)
Youngkyoung Kim, Misoo Kim, Eunseok Lee
Pages 12983-12984 |
PDF
Predicting RNA Mutation Effects through Machine Learning of
High-Throughput Ribozyme Experiments (Student Abstract)
Joseph Kitzhaber, Ashlyn Trapp, James Beck, Edoardo Serra, Francesca
Spezzano, Eric Hayden, Jessica Roberts
Pages 12985-12986 |
PDF
Balancing the Spread of Two Opinions in Sparse Social Networks (Student
Abstract)
Dušan Knop, Šimon Schierreich, Ondřej Suchý
Pages 12987-12988 |
PDF
How to Reduce Action Space for Planning Domains? (Student Abstract)
Harsha Kokel, Junkyu Lee, Michael Katz, Shirin Sohrabi, Kavitha Srinivas
Pages 12989-12990 |
PDF
A Scalable Parallel Algorithm for Balanced Sampling (Student Abstract)
Alexander Lee, Stefan Walzer-Goldfeld, Shukry Zablah, Matteo Riondato
Pages 12991-12992 |
PDF
TRACER: Extreme Attention Guided Salient Object Tracing Network (Student
Abstract)
Min Seok Lee, WooSeok Shin, Sung Won Han
Pages 12993-12994 |
PDF
Social Aware Assignment of Passengers in Ridesharing (Student Abstract)
Chaya Levinger, Noam Hazon, Amos Azaria
Pages 12995-12996 |
PDF
SimCTC: A Simple Contrast Learning Method of Text Clustering (Student
Abstract)
Chen Li, Xiaoguang Yu, Shuangyong Song, Jia Wang, Bo Zou, Xiaodong He
Pages 12997-12998 |
PDF
Geotagging Social Media Posts to Landmarks Using Hierarchical BERT
(Student Abstract)
Menglin Li, Kwan Hui Lim
Pages 12999-13000 |
PDF
A Probabilistic Framework for Land Deformation Prediction (Student
Abstract)
Rongfan Li, Fan Zhou, Goce Trajcevski, Kunpeng Zhang, Ting Zhong
Pages 13001-13002 |
PDF
Exploring Entity Interactions for Few-Shot Relation Learning (Student
Abstract)
Yi Liang, Shuai Zhao, Bo Cheng, Yuwei Yin, Hao Yang
Pages 13003-13004 |
PDF
MMAN: Metapath Based Multi-Level Graph Attention Networks for
Heterogeneous Network Embedding (Student Abstract)
Jie Liu, Lingyun Song, Li Gao, Xuequn Shang
Pages 13005-13006 |
PDF
The Psychology of Semantic Spaces: Experiments with Positive Emotion
(Student Abstract)
Xuan Liu, Kokil Jaidka, Niyati Chayya
Pages 13007-13008 |
PDF
Adaptive Safe Behavior Generation for Heterogeneous Autonomous Vehicles
Using Parametric-Control Barrier Functions (Student Abstract)
Yiwei Lyu, Wenhao Luo, John M. Dolan
Pages 13009-13010 |
PDF
Switch-GPT: An Effective Method for Constrained Text Generation under
Few-Shot Settings (Student Abstract)
Chang Ma, Song Zhang, Gehui Shen, Zhihong Deng
Pages 13011-13012 |
PDF
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
Pages 13013-13014 |
PDF
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, Zhiqian
Chen
Pages 13015-13016 |
PDF
Enumerating Nontrivial Knot Mosaics with SAT (Student Abstract)
Hannah Miller
Pages 13017-13018 |
PDF
Actionable Model-Centric Explanations (Student Abstract)
Cecilia G. Morales, Nicholas Gisolfi, Robert Edman, James K. Milller,
Artur Dubrawski
Pages 13019-13020 |
PDF
A Model for the Prediction of Lifetime Profit Estimate of Dairy Cattle
(Student Abstract)
Vahid Naghashi, Abdoulaye Banire Diallo
Pages 13021-13022 |
PDF
Explainable Shapley-Based Allocation (Student Abstract)
Meir Nizri, Noam Hazon, Amos Azaria
Pages 13023-13024 |
PDF
Using Reinforcement Learning for Operating Educational Campuses Safely
during a Pandemic (Student Abstract)
Elizabeth Akinyi Ondula, Bhaskar Krishnamachari
Pages 13025-13026 |
PDF
Grad-Align: Gradual Network Alignment via Graph Neural Networks (Student
Abstract)
Jin-Duk Park, Cong Tran, Won-Yong Shin, Xin Cao
Pages 13027-13028 |
PDF
GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student
Abstract)
Michael Potter, Hamlin Liu, Yash Lala, Christian Loanzon, Yizhou Sun
Pages 13029-13030 |
PDF
CL-NERIL: A Cross-Lingual Model for NER in Indian Languages (Student
Abstract)
Akshara Prabhakar, Gouri Sankar Majumder, Ashish Anand
Pages 13031-13032 |
PDF
Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis
(Student Abstract)
Haopeng Ren, Yi Cai, Yushi Zeng
Pages 13033-13034 |
PDF
XDC: Adversarial Adaptive Cross Domain Face Clustering (Student Abstract)
Saed Rezayi, Handong Zhao, Sheng Li
Pages 13035-13036 |
PDF
Integer and Constraint Programming Revisited for Mutually Orthogonal Latin
Squares (Student Abstract)
Noah Rubin, Curtis Bright, Brett Stevens, Kevin Cheung
Pages 13037-13038 |
PDF
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
Pages 13039-13040 |
PDF
NEUROCRYPT: Coercion-Resistant Implicit Memory Authentication (Student
Abstract)
Ritul Satish, Niranjan Rajesh, Argha Chakrabarty, Aditi Jain, Sristi
Bafna, Arup Mondal, Debayan Gupta
Pages 13041-13042 |
PDF
Towards One Shot Search Space Poisoning in Neural Architecture Search
(Student Abstract)
Nayan Saxena, Robert Wu, Rohan Jain
Pages 13043-13044 |
PDF
Optimizing Global Influenza Surveillance for Locations with Deficient Data
(Student Abstract)
Songwei Shan, Qi Tan, Yiu Chung Lau, Zhanwei Du, Eric H.Y. Lau, Peng Wu,
Benjamin J. Cowling
Pages 13045-13046 |
PDF
Prototype-Based Explanations for Graph Neural Networks (Student Abstract)
Yong-Min Shin, Sun-Woo Kim, Eun-Bi Yoon, Won-Yong Shin
Pages 13047-13048 |
PDF
Modeling Constraints Can Identify Winning Arguments in Multi-Party
Interactions (Student Abstract)
Suzanna Sia, Kokil Jaidka, Niyati Chayya, Kevin Duh
Pages 13049-13050 |
PDF
C3D and Localization Model for Locating and Recognizing the Actions from
Untrimmed Videos (Student Abstract)
Himanshu Singh, Tirupati Pallewad, Badri N Subudhi, Vinit Jakhetiya
Pages 13051-13052 |
PDF
On the Relation between Distributionally Robust Optimization and Data
Curation (Student Abstract)
Agnieszka Słowik, Léon Bottou, Sean B. Holden, Mateja Jamnik
Pages 13053-13054 |
PDF
Solving Visual Analogies Using Neural Algorithmic Reasoning (Student
Abstract)
Atharv Sonwane, Gautam Shroff, Lovekesh Vig, Ashwin Srinivasan, Tirtharaj
Dash
Pages 13055-13056 |
PDF
Criticality-Based Advice in Reinforcement Learning (Student Abstract)
Yitzhak Spielberg, Amos Azaria
Pages 13057-13058 |
PDF
Training Up to 50 Class ML Models on 3 $ IoT Hardware via Optimizing
One-vs-One Algorithm (Student Abstract)
Bharath Sudharsan
Pages 13059-13060 |
PDF
Sampling and Counting Acyclic Orientations in Chordal Graphs (Student
Abstract)
Wenbo Sun
Pages 13061-13062 |
PDF
A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement
in Extremely Low SNR Environments (Student Abstract)
Wenxin Tai
Pages 13063-13064 |
PDF
VeNAS: Versatile Negotiating Agent Strategy via Deep Reinforcement
Learning (Student Abstract)
Toki Takahashi, Ryota Higa, Katsuhide Fujita, Shinji Nakadai
Pages 13065-13066 |
PDF
Hybrid Deep Learning Model for Fake News Detection in Social Networks
(Student Abstract)
Bibek Upadhayay, Vahid Behzadan
Pages 13067-13068 |
PDF
Reducing Catastrophic Forgetting in Self Organizing Maps with
Internally-Induced Generative Replay (Student Abstract)
Hitesh Vaidya, Travis Desell, Alexander G. Ororbia
Pages 13069-13070 |
PDF
Modeling Abstract Algebra as an OWL Ontology (Student Abstract)
Michael Vance
Pages 13071-13072 |
PDF
Conditional Collaborative Filtering Process for Top-K Recommender System
(Student Abstract)
Guanyu Wang, Xovee Xu, Ting Zhong, Fan Zhou
Pages 13073-13074 |
PDF
Augmentation of Chinese Character Representations with Compositional Graph
Learning (Student Abstract)
Jason Wang, Kaiqun Fu, Zhiqian Chen, Chang-Tien Lu
Pages 13075-13076 |
PDF
Large-Scale IP Usage Identification via Deep Ensemble Learning (Student
Abstract)
Zhiyuan Wang, Fan Zhou, Kunpeng Zhang, Yong Wang
Pages 13077-13078 |
PDF
BigCQ: Generating a Synthetic Set of Competency Questions Formalized into
SPARQL-OWL (Student Abstract)
Dawid Wiśniewski, Jędrzej Potoniec, Agnieszka Ławrynowicz
Pages 13079-13080 |
PDF
Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine
Translation (Student Abstract)
Ka Ming Wong, Richard Tzong-Han Tsai
Pages 13081-13082 |
PDF
A Hybrid Evolutionary Algorithm for the Diversified Top-k Weight Clique
Search Problem (Student Abstract)
Jun Wu, Minghao Yin
Pages 13083-13084 |
PDF
NeuralArTS: Structuring Neural Architecture Search with Type Theory
(Student Abstract)
Robert Wu, Nayan Saxena, Rohan Jain
Pages 13085-13086 |
PDF
Efficient Attribute (α,β)-Core Detection in Large Bipartite Graphs
(Student Abstract)
Yanping Wu, Renjie Sun, Chen Chen, Xiaoyang Wang
Pages 13087-13088 |
PDF
Proof of Learning: Towards a Practical Blockchain Consensus Mechanism
Using Directed Guiding Gradients (Student Abstract)
Yongqi Wu, Xingjun Wang, Chen Chen, Guining Liu
Pages 13089-13090 |
PDF
Learning to Evolve on Dynamic Graphs (Student Abstract)
Xintao Xiang, Tiancheng Huang, Donglin Wang
Pages 13091-13092 |
PDF
Automatic Slides Generation for Scholarly Papers: A Fine-Grained Dataset
and Baselines (Student Abstract)
Sheng Xu, Xiaojun Wan
Pages 13093-13094 |
PDF
Crowdsourcing with Meta-Knowledge Transfer (Student Abstract)
Sunyue Xu, Jing Zhang
Pages 13095-13096 |
PDF
Multi-View Adjacency-Constrained Nearest Neighbor Clustering (Student
Abstract)
Jie Yang, Chin-Teng Lin
Pages 13097-13098 |
PDF
Learning to Ask for Data-Efficient Event Argument Extraction (Student
Abstract)
Hongbin Ye, Ningyu Zhang, Zhen Bi, Shumin Deng, Chuanqi Tan, Hui Chen, Fei
Huang, Huajun Chen
Pages 13099-13100 |
PDF
Fine-Grained Urban Flow Inference via Normalizing Flow (Student Abstract)
Haoyang Yu, Xovee Xu, Ting Zhong, Fan Zhou
Pages 13101-13102 |
PDF
Linking Transformer to Hawkes Process for Information Cascade Prediction
(Student Abstract)
Liu Yu, Xovee Xu, Ting Zhong, Goce Trajcevski, Fan Zhou
Pages 13103-13104 |
PDF
Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating
Commonsense Relational Structure (Student Abstract)
Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai
Pages 13105-13106 |
PDF
Predicting the Influence of Fake and Real News Spreaders (Student
Abstract)
Amy Zhang, Aaron Brookhouse, Daniel Hammer, Francesca Spezzano, Liljana
Babinkostova
Pages 13107-13108 |
PDF
Understanding Stochastic Optimization Behavior at the Layer Update Level
(Student Abstract)
Jack Zhang, Guan Xiong Qiao, Alexandru Lopotenco, Ian Tong Pan
Pages 13109-13110 |
PDF
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
Pages 13111-13112 |
PDF
A Multi-Factor Classification Framework for Completing Users’ Fuzzy
Queries (Student Abstract)
Yaning Zhang, Liangqing Wu, Yangyang Wang, Jia Wang, Xiaoguang Yu,
Shuangyong Song, Youzheng Wu, Xiaodong He
Pages 13113-13114 |
PDF
Blocking Influence at Collective Level with Hard Constraints (Student
Abstract)
Zonghan Zhang, Subhodip Biswas, Fanglan Chen, Kaiqun Fu, Taoran Ji,
Chang-Tien Lu, Naren Ramakrishnan, Zhiqian Chen
Pages 13115-13116 |
PDF
Capsule Graph Neural Network for Multi-Label Image Recognition (Student
Abstract)
Xiangping Zheng, Xun Liang, Bo Wu
Pages 13117-13118 |
PDF
Enhance Weakly-Supervised Aspect Detection with External Knowledge
(Student Abstract)
Zhuoming Zheng, Yi Cai, Liuwu Li
Pages 13119-13120 |
PDF
AAAI Undergraduate Consortium
Efficient Deep Learning for Multi Agent Pathfinding
Natalie Abreu
Pages 13122-13123 |
PDF
Demystifying the Chinese Social Credit System: A Case Study on AI-Powered
Control Systems in China
Vishakha Agrawal
Pages 13124-13125 |
PDF
Gradient and Mangitude Based Pruning for Sparse Deep Neural Networks
Kaleab Belay
Pages 13126-13127 |
PDF
Spectral DefocusCam: Compressive Hyperspectral Imaging from Defocus
Measurements
Georgia Channing
Pages 13128-13129 |
PDF
The Importance of Hyperparameter Optimisation for Facial Recognition
Applications
Hannah M. Claus
Pages 13130-13131 |
PDF
Measuring Students’ Engagement with Digital Interactive Textbooks by
Analyzing Clickstream Data
Breanne Crockett
Pages 13132-13133 |
PDF
Participatory Machine Learning Models in Feminicide News Alert Detection
Amelia Lee Dogan
Pages 13134-13135 |
PDF
Robust Rule Learning for Reliable and Interpretable Insight into Expertise
Transfer Opportunities
Willa Potosnak
Pages 13136-13137 |
PDF
Towards Multimodal Vision-Language Models Generating Non-generic Text
Wes Robbins
Pages 13138-13139 |
PDF
Deep Learning for Personalized Preoperative Planning of Microsurgical Free
Tissue Transfers
Eshika Saxena
Pages 13140-13141 |
PDF
Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models
Abigail Swenor
Pages 13142-13143 |
PDF
Unsupervised Identification of Materials with Hyperspectral Images
Mira Welner
Pages 13144-13145 |
PDF
An Extraction and Representation Pipeline for Literary Characters
Funing Yang
Pages 13146-13147 |
PDF
AAAI Demonstration Track
Building Goal-Oriented Dialogue Systems with Situated Visual Context
Sanchit Agarwal, Jan Jezabek, Arijit Biswas, Emre Barut, Bill Gao,
Tagyoung Chung
Pages 13149-13151 |
PDF
PYLON: A PyTorch Framework for Learning with Constraints
Kareem Ahmed, Tao Li, Thy Ton, Quan Guo, Kai-Wei Chang, Parisa
Kordjamshidi, Vivek Srikumar, Guy Van den Broeck, Sameer Singh
Pages 13152-13154 |
PDF
A Goal-Driven Natural Language Interface for Creating Application
Integration Workflows
Michelle Brachman, Christopher Bygrave, Tathagata Chakraborti, Arunima
Chaudhary, Zhining Ding, Casey Dugan, David Gros, Thomas Gschwind, James
Johnson, Jim Laredo, Christoph Miksovic, Qian Pan, Priyanshu Rai, Ramkumar
Ramalingam, Paolo Scotton, Nagarjuna Surabathina, Kartik Talamadupula
Pages 13155-13157 |
PDF
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
Pages 13158-13160 |
PDF
AI Assisted Data Labeling with Interactive Auto Label
Michael Desmond, Michelle Brachman, Evelyn Duesterwald, Casey Dugan,
Narendra Nath Joshi, Qian Pan, Carolina Spina
Pages 13161-13163 |
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CrowdFL: A Marketplace for Crowdsourced Federated Learning
Daifei Feng, Cicilia Helena, Wei Yang Bryan Lim, Jer Shyuan Ng, Hongchao
Jiang, Zehui Xiong, Jiawen Kang, Han Yu, Dusit Niyato, Chunyan Miao
Pages 13164-13166 |
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CCA: An ML Pipeline for Cloud Anomaly Troubleshooting
Lili Georgieva, Ioana Giurgiu, Serge Monney, Haris Pozidis, Viviane
Potocnik, Mitch Gusat
Pages 13167-13169 |
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SenSE: A Toolkit for Semantic Change Exploration via Word Embedding
Alignment
Maurício Gruppi, Sibel Adalı, Pin-Yu Chen
Pages 13170-13172 |
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Dynamic Incentive Mechanism Design for COVID-19 Social Distancing
Xuan Rong Zane Ho, Wei Yang Bryan Lim, Hongchao Jiang, Jer Shyuan Ng, Han
Yu, Zehui Xiong, Dusit Niyato, Chunyan Miao
Pages 13173-13175 |
PDF
MONICA2: Mobile Neural Voice Command Assistants towards Smaller and
Smarter
Yoonseok Hong, Shounan An, Sunwoo Im, Jaegeon Jo, Insoo Oh
Pages 13176-13178 |
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A Trend-Driven Fashion Design System for Rapid Response Marketing in
E-commerce
Lianghua Huang, Yu Liu, Bin Wang, Pan Pan, Rong Jin
Pages 13179-13181 |
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InteractEva: A Simulation-Based Evaluation Framework for Interactive AI
Systems
Yannis Katsis, Maeda F. Hanafi, Martín Santillán Cooper, Yunyao Li
Pages 13182-13184 |
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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, Ronak Shah, Forest Agostinelli, Biplav Srivastava, Dezhi
Wu
Pages 13185-13187 |
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MWPToolkit: An Open-Source Framework for Deep Learning-Based Math Word
Problem Solvers
Yihuai Lan, Lei Wang, Qiyuan Zhang, Yunshi Lan, Bing Tian Dai, Yan Wang,
Dongxiang Zhang, Ee-Peng Lim
Pages 13188-13190 |
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SenTag: A Web-Based Tool for Semantic Annotation of Textual Documents
Andrea Loreggia, Simone Mosco, Alberto Zerbinati
Pages 13191-13193 |
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Silence or Outbreak – a Real-Time Emergent Topic Identification System
(RealTIS) for Social Media
Ning Lu, Zhen Yang, Jian Huang, Yaxi Wu, Hesong Wang
Pages 13194-13196 |
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SWWS: A Smart Wildlife Warning Sign System
Alan Ma
Pages 13197-13199 |
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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
Pages 13200-13202 |
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A Demonstration of Compositional, Hierarchical Interactive Task Learning
Aaron Mininger, John E. Laird
Pages 13203-13205 |
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Smart Out-of-Home Advertising Using Artificial Intelligence and GIS Data
Nader Nader, Rafael Alexandrou, Iasonas Iasonas, Andreas Pamboris, Harris
Papadopoulos, Andreas Konstantinidis
Pages 13206-13208 |
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AnomalyKiTS: Anomaly Detection Toolkit for Time Series
Dhaval Patel, Giridhar Ganapavarapu, Srideepika Jayaraman, Shuxin Lin,
Anuradha Bhamidipaty, Jayant Kalagnanam
Pages 13209-13211 |
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EasySM: A Data-Driven Intelligent Decision Support System for Server Merge
Manhu Qu, Jie Huang, Hao Deng, Runze Wu, Xudong Shen, Jianrong Tao,
Tangjie Lv
Pages 13212-13214 |
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FORCE: A Framework of Rule-Based Conversational Recommender System
Jun Quan, Ze Wei, Qiang Gan, Jingqi Yao, Jingyi Lu, Yuchen Dong, Yiming
Liu, Yi Zeng, Chao Zhang, Yongzhi Li, Huang Hu, Yingying He, Yang Yang,
Daxin Jiang
Pages 13215-13217 |
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A Synthetic Prediction Market for Estimating Confidence in Published Work
Sarah Rajtmajer, Christopher Griffin, Jian Wu, Robert Fraleigh, Laxmaan
Balaji, Anna Squicciarini, Anthony Kwasnica, David Pennock, Michael
McLaughlin, Timothy Fritton, Nishanth Nakshatri, Arjun Menon, Sai Ajay
Modukuri, Rajal Nivargi, Xin Wei, C. Lee Giles
Pages 13218-13220 |
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PantheonRL: A MARL Library for Dynamic Training Interactions
Bidipta Sarkar, Aditi Talati, Andy Shih, Dorsa Sadigh
Pages 13221-13223 |
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Semantic Feature Discovery with Code Mining and Semantic Type Detection
Kavitha Srinivas, Takaaki Tateishi, Daniel Karl I. Weidele, Udayan
Khurana, Horst Samulowitz, Toshihiro Takahashi, Dakuo Wang, Lisa Amini
Pages 13224-13226 |
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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, Sunayana Sitaram, Balakrishnan Santhanam, Somak Aditya, Kalika
Bali, Monojit Choudhury
Pages 13227-13229 |
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RES: An Interpretable Replicability Estimation System for Research
Publications
Zhuoer Wang, Qizhang Feng, Mohinish Chatterjee, Xing Zhao, Yezi Liu,
Yuening Li, Abhay Kumar Singh, Frank M. Shipman, Xia Hu, James Caverlee
Pages 13230-13232 |
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PosterBot: A System for Generating Posters of Scientific Papers with
Neural Models
Sheng Xu, Xiaojun Wan
Pages 13233-13235 |
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EasySED: Trusted Sound Event Detection with Self-Distillation
Qingsong Zhou, Kele Xu, Ming Feng
Pages 13236-13238 |
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AAAI Digital Library
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