Papers
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Using Graph-Aware Reinforcement Learning to Identify Winning Strategies in Diplomacy Games (Student Abstract)
Hansin Ahuja, Lynnette Ng, Kokil Jaidka
[AAAI-22] Student Abstract and Poster Program - FINALIST
Gradient-Based Novelty Detection Boosted by Self-Supervised Binary Classification
Jingbo Sun, Li Yang, Jiaxin Zhang, Frank Liu, Mahantesh Halappanavar, Deliang Fan, Yu Cao
[AAAI-22] Main Track
Lifelong Generative Modelling Using Dynamic Expansion Graph Model
Fei Ye, Adrian G. Bors
[AAAI-22] Main Track
Learning V1 Simple Cells with Vector Representation of Local Content and Matrix Representation of Local Motion
Ruiqi Gao, Jianwen Xie, Siyuan Huang, Yufan Ren, Song-Chun Zhu, Ying Nian Wu
[AAAI-22] Main Track
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
[IAAI-22] Emerging Applications of AI
AFDetV2: Rethinking the Necessity of the Second Stage for Object Detection from Point Clouds
Yihan Hu, Zhuangzhuang Ding, Runzhou Ge, Wenxin Shao, Li Huang, Kun Li, Qiang Liu
[AAAI-22] Main Track
Control-Oriented Model-Based Reinforcement Learning with Implicit Differentiation
Evgenii Nikishin, Romina Abachi, Rishabh Agarwal, Pierre-Luc Bacon
[AAAI-22] Main Track
Constraint Sampling Reinforcement Learning: Incorporating Expertise For Faster Learning
Tong Mu, Georgios Theocharous, David Arbour, Emma Brunskill
[AAAI-22] Main Track
Hierarchical Cross-Modality Semantic Correlation Learning Model for Multimodal Summarization
Litian Zhang, Junshu Pan, Xiaoming Zhang, Feiran Huang
[AAAI-22] Main Track
Safe Distillation Box
Jingwen Ye, Yining Mao, Jie Song, Xinchao Wang, Cheng Jin, Mingli Song
[AAAI-22] Main Track
Neural Marionette: Unsupervised Learning of Motion Skeleton and Latent Dynamics from Volumetric Video
Jinseok Bae, Hojun Jang, Cheol-Hui Min, Hyungun Choi, Young Min Kim
[AAAI-22] Main Track
Symbolic Brittleness in Sequence Models: On Systematic Generalization in Symbolic Mathematics
Sean Welleck, Peter West, Jize Cao, Yejin Choi
[AAAI-22] Main Track
Heterogeneity-Aware Twitter Bot Detection with Relational Graph Transformers
Shangbin Feng, Zhaoxuan Tan, Rui Li, Minnan Luo
[AAAI-22] Main Track
DCAN: Improving Temporal Action Detection via Dual Context Aggregation
Guo Chen, Yin-Dong Zheng, Limin Wang, Tong Lu
[AAAI-22] Main Track
Mixed Embedding of XLM for Unsupervised Cantonese-Chinese Neural Machine Translation (Student Abstract)
Ka Ming Wong, Tzong-Han Tsai
[AAAI-22] Student Abstract and Poster Program
Interventional Multi-Instance Learning with Deconfounded Instance-Level Prediction
Tiancheng Lin, Hongteng Xu, Canqian Yang, Yi Xu
[AAAI-22] Main Track
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
[IAAI-22] Deployed Highly Innovative Applications of AI
Conditional Local Convolution for Spatio-Temporal Meteorological Forecasting
Haitao Lin, Zhangyang Gao, yongjie xu, Lirong Wu, Ling Li, Stan Z. Li
[AAAI-22] Main Track
Target Languages (vs. Inductive Biases) for Learning to Act and Plan
Hector Geffner
[AAAI-22] Senior Member Presentation Track - Summary
Deep Implicit Statistical Shape Models for 3D Medical Image Delineation
Ashwin Raju, Shun Miao, Dakai Jin, Le Lu, Junzhou Huang, Adam P. Harrison
[AAAI-22] Main Track
On Semantic Cognition, Inductive Generalization, and Language Models
Kanishka Misra
[AAAI-22] Doctoral Consortium
Sparse MLP for Image Recognition: Is Self-Attention Really Necessary?
Chuanxin Tang, Yucheng Zhao, Guangting Wang, Chong Luo, Wenxuan Xie, Wenjun Zeng
[AAAI-22] Main Track
DeepHardMark: Towards Watermarking Neural Network Hardware
Joseph Clements, Yingjie Lao
[AAAI-22] Main Track
The Triangle-Densest-k-Subgraph Problem: Hardness, Lovász Extension, and Application to Document Summarization
Aritra Konar, Nicholas D. Sidiropoulos
[AAAI-22] Main Track
Towards Debiasing DNN Models from Spurious Feature Influence
Mengnan Du, Ruixiang Tang, Weijie Fu, Xia Hu
[AAAI-22] Main Track
DDG-DA: Data Distribution Generation for Predictable Concept Drift Adaptation
Wendi Li, Xiao Yang, Weiqing Liu, Yingce Xia, Jiang Bian
[AAAI-22] Main Track
Fully Spiking Variational Autoencoder
Hiromichi Kamata, Yusuke Mukuta, Tatsuya Harada
[AAAI-22] Main Track
Spatio-Temporal Recurrent Networks for Event-Based Optical Flow Estimation
Ziluo Ding, Rui Zhao, Jiyuan Zhang, Tianxiao Gao, Ruiqin Xiong, Zhaofei Yu, Tiejun Huang
[AAAI-22] Main Track
Self-Supervised Object Localization with Joint Graph Partition
Yukun Su, Guosheng Lin, Yun Hao, Yiwen Cao, Wenjun Wang, Qingyao Wu
[AAAI-22] Main Track
PluGeN: Multi-Label Conditional Generation From Pre-Trained Models
Maciej Wołczyk, Magdalena Proszewska, Łukasz Maziarka, Maciej Zieba, Patryk Wielopolski, Rafał Kurczab, Marek Śmieja
[AAAI-22] Main Track
Extended Goal Recognition Design with First-Order Computation Tree Logic
Tsz-Chiu Au
[AAAI-22] Main Track
PatchUp: A Feature-Space Block-Level Regularization Technique for Convolutional Neural Networks
Mojtaba Faramarzi, Mohammad Amini, Akilesh Badrinaaraayanan, Vikas Verma, Sarath Chandar
[AAAI-22] Main Track
Theoretical Guarantees of Fictitious Discount Algorithms for Episodic Reinforcement Learning and Global Convergence of Policy Gradient Methods
Xin Guo, Anran Hu, Junzi Zhang
[AAAI-22] Main Track
Self-Supervised Pre-Training for Protein Embeddings Using Tertiary Structures
Yuzhi Guo, Jiaxiang Wu, Hehuan Ma, Junzhou Huang
[AAAI-22] Main Track
What Can We Learn Even from the Weakest? Learning Sketches for Programmatic Strategies
Leandro C. Medeiros, David S. Aleixo, Levi H. S. Lelis
[AAAI-22] Main Track
On the Impossibility of Non-Trivial Accuracy in Presence of Fairness Constraints
Carlos Pinzón, Catuscia Palamidessi, Pablo Piantanida, Frank Valencia
[AAAI-22] Main Track
Meta Faster R-CNN: Towards Accurate Few-Shot Object Detection with Attentive Feature Alignment
Guangxing Han, Shiyuan Huang, Jiawei Ma, Yicheng He, Shih-Fu Chang
[AAAI-22] Main Track
Bounding Quality in Diverse Planning
Michael Katz, Shirin Sohrabi, Octavian Udrea
[AAAI-22] Main Track
Knowledge Distillation for Object Detection via Rank Mimicking and Prediction-Guided Feature Imitation
Gang Li, Xiang Li, Yujie Wang, Shanshan Zhang, Yichao Wu, Ding Liang
[AAAI-22] Main Track
Self-Adaptive Imitation Learning: Learning Tasks with Delayed Rewards from Sub-Optimal Demonstrations
Zhuangdi Zhu, Kaixiang Lin, Bo Dai, Jiayu Zhou
[AAAI-22] Main Track
Predicting Above-Sentence Discourse Structure using Distant Supervision from Topic Segmentation
Patrick Huber, Linzi Xing, Giuseppe Carenini
[AAAI-22] Main Track
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
[AAAI-22] Demonstrations
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
[AAAI-22] Main Track
Robust Adversarial Reinforcement Learning with Dissipation Inequation Constraint
Peng Zhai, Jie Luo, Zhiyan Dong, Lihua Zhang, Shunli Wang, Dingkang Yang
[AAAI-22] Main Track
Adaptive Logit Adjustment Loss for Long-Tailed Visual Recognition
Yan Zhao, Weicong Chen, Xu Tan, Kai Huang, Jihong Zhu
[AAAI-22] Main Track
Attention Biasing and Context Augmentation for Zero-Shot Control of Encoder-Decoder Transformers for Natural Language Generation
Devamanyu Hazarika, Mahdi Namazifar, Dilek Hakkani-Tür
[AAAI-22] Main Track
Being Friends Instead of Adversaries: Deep Networks Learn from Data Simplified by Other Networks
Simone Marullo, Matteo Tiezzi, Marco Gori, Stefano Melacci
[AAAI-22] Main Track
On Improving Resource Allocations by Sharing
Robert Bredereck, Andrzej Kaczmarczyk, Junjie Luo, Rolf Niedermeier, Florian Sachse
[AAAI-22] Main Track
Can Vision Transformers Learn without Natural Images?
Kodai Nakashima, Hirokatsu Kataoka, Asato Matsumoto, Kenji Iwata, Nakamasa Inoue, Yutaka Satoh
[AAAI-22] Main Track
fGOT: Graph Distances based on Filters and Optimal Transport
Hermina Petric Maretic, Mireille El Gheche, Giovanni Chierchia, Pascal Frossard
[AAAI-22] Main Track
Single-domain Generalization in Medical Image Segmentation via Test-time Adaptation from Shape Dictionary
Quande Liu, Cheng Chen, Qi Dou, Pheng-Ann Heng
[AAAI-22] Main Track
Domain Reconstruction for UWB Car Key Localization Using Generative Adversarial Networks
Aleksei Kuvshinov, Daniel Knobloch, Daniel Külzer, Elen Vardanyan, Stephan Günnemann
[IAAI-22] Emerging Applications of AI
Towards Robust Named Entity Recognition via Temporal Domain Adaptation and Entity Context Understanding
Oshin Agarwal
[AAAI-22] Doctoral Consortium
Context-Specific Representation Abstraction for Deep Option Learning
Marwa Abdulhai, Dong-Ki Kim, Matthew Riemer, Miao Liu, Gerald Tesauro, Jonathan P. How
[AAAI-22] Main Track
SenSE: A Toolkit for Semantic Change Exploration via Word Embedding Alignment
Maurício Gruppi, Sibel Adali, Pin-Yu Chen
[AAAI-22] Demonstrations
HuggingMolecules: An Open-Source Library for Transformer-Based Molecular Property Prediction (Student Abstract)
Piotr Gaiński, Lukasz Maziarka, Tomasz Danel, Stanislaw Jastrzebski
[AAAI-22] Student Abstract and Poster Program
Offline Reinforcement Learning as Anti-Exploration
Shideh Rezaeifar, Robert Dadashi, Nino Vieillard, Léonard Hussenot, Olivier Bachem, Olivier Pietquin, Matthieu Geist
[AAAI-22] Main Track
BScNets: Block Simplicial Complex Neural Networks
Yuzhou Chen, Yulia R. Gel, H. Vincent Poor
[AAAI-22] Main Track
Learning from Weakly-Labeled Web Videos via Exploring Sub-Concepts
Kunpeng Li, Zizhao Zhang, Guanhang Wu, Xuehan Xiong, Chen-Yu Lee, Zhichao Lu, Yun Fu, Tomas Pfister
[AAAI-22] Main Track
Multi-View Intent Disentangle Graph Networks for Bundle Recommendation
Sen Zhao, Wei Wei, Ding Zou, Xianling Mao
[AAAI-22] Main Track
Nested Hierarchical Transformer: Towards Accurate, Data-Efficient and Interpretable Visual Understanding
Zizhao Zhang, Han Zhang, Long Zhao, Ting Chen, Sercan Ö. Arik, Tomas Pfister
[AAAI-22] Main Track
Convergence and Optimality of Policy Gradient Methods in Weakly Smooth Settings
Matthew Shunshi Zhang, Murat A. Erdogdu, Animesh Garg
[AAAI-22] Main Track
AlphaHoldem: High-Performance Artificial Intelligence for Heads-Up No-Limit Poker via End-to-End Reinforcement Learning
Enmin Zhao, Renye Yan, Institute of Automation, Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences;School of artificial intelligence, University of Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences)Institute of Automation, Chinese Academy of Sciences)*
[AAAI-22] Main Track
Reference-Based Speech Enhancement via Feature Alignment and Fusion Network
Huanjing Yue, Wenxin Duo, Jingyu Yang
[AAAI-22] Main Track
RRL: Regional Rotate Layer in Convolutional Neural Network
Zongbo Hao, Tao Zhang, Mingwang Chen, Kaixu Zhou
[AAAI-22] Main Track
How General-Purpose Is a Language Model? Usefulness and Safety with Human Prompters in the Wild
P A M Casares, Bao Sheng Loe, John Burden, Sean hEigeartaigh, José Hernández-Orallo
[AAAI-22] Main Track
Self-Supervised Spatiotemporal Representation Learning by Exploiting Video Continuity
Hanwen Liang, Niamul Quader, Zhixiang Chi, Lizhe Chen, Peng Dai, Juwei Lu, Yang Wang
[AAAI-22] Main Track
Constraints Penalized Q-Learning for Safe Offline Reinforcement Learning
Haoran Xu, Xianyuan Zhan, Xiangyu Zhu
[AAAI-22] Main Track
Width & Depth Pruning for Vision Transformers
Fang Yu, Kun Huang, Meng Wang, Yuan Cheng, Wei Chu, Li Cui
[AAAI-22] Main Track
Conservative and Adaptive Penalty for Model-Based Safe Reinforcement Learning
Yecheng Jason Ma, Andrew Shen, Osbert Bastani, Dinesh Jayaraman
[AAAI-22] Main Track
Multi-Modal Answer Validation for Knowledge-Based VQA
Jialin Wu, Jiasen Lu, Ashish Sabharwal, Roozbeh Mottaghi
[AAAI-22] Main Track
Fast Monte-Carlo Approximation of the Attention Mechanism
Hyunjun Kim, JeongGil Ko
[AAAI-22] Main Track
Speeding up the RUL¯ Dynamic-Controllability-Checking Algorithm for Simple Temporal Networks with Uncertainty
Luke Hunsberger, Roberto Posenato
[AAAI-22] Main Track
Knowledge Distillation via Constrained Variational Inference
Ardavan Saeedi, Yuria Utsumi, Li Sun, Kayhan Batmanghelich, Li-wei H. Lehman
[AAAI-22] Main Track
DeepType 2: Superhuman Entity Linking, All You Need Is Type Interactions
Jonathan Raiman
[AAAI-22] Main Track
QueryProp: Object Query Propagation for High-Performance Video Object Detection
Fei He*, Naiyu Gao, Jian Jia, Xin Zhao, Kaiqi Huang
[AAAI-22] Main Track
Subjective Attributes in Conversational Recommendation Systems: Challenges and Opportunities
Filip Radlinski, Craig Boutilier, Deepak Ramachandran, Ivan Vendrov
[AAAI-22] Senior Member Presentation Track - Blue Sky
Commonsense Knowledge Reasoning and Generation with Pre-trained Language Models: A Survey
Prajjwal Bhargava, Vincent Ng
[AAAI-22] Senior Member Presentation Track - Summary
Rethinking the Two-Stage Framework for Grounded Situation Recognition
Meng Wei, Long Chen, Wei Ji, Xiaoyu Yue, Tat-Seng Chua
[AAAI-22] Main Track
Mitigating Low Agricultural Productivity of Smallholder Farms in Africa: Time-Series Forecasting for Environmental Stressors
Maryam Tabar, Dongwon Lee, David P. Hughes, Amulya Yadav
[IAAI-22] Emerging Applications of AI
Semantic Feature Extraction for Generalized Zero-Shot Learning
Junhan Kim, Kyuhong Shim, Byonghyo Shim
[AAAI-22] Main Track
Learning Parameterized Task Structure for Generalization to Unseen Entities
Anthony Liu, Sungryull Sohn, Mahdi Qazwini, Honglak Lee
[AAAI-22] Main Track
Siamese BERT-Based Model for Web Search Relevance Ranking Evaluated on a New Czech Dataset
Matěj Kocián, Jakub Náplava, Daniel Štancl, Vladimír Kadlec
[IAAI-22] Deployed Highly Innovative Applications of AI
TCN: Pioneering Topological-Based Convolutional Networks for Planetary Terrain Learning
Yuzhou Chen, Yuliya Marchetti, Elena Sizikova, Yulia Gel
[IAAI-22] Emerging Applications of AI
JFB: Jacobian-Free Backpropagation for Implicit Networks
Samy Wu Fung, Howard Heaton, Qiuwei Li, Daniel Mckenzie, Stanley Osher, Wotao Yin
[AAAI-22] Main Track
Modify Self-Attention via Skeleton Decomposition for Effective Point Cloud Transformer
Jiayi Han, Longbin Zeng, Liang Du, Xiaoqing Ye, Weiyang Ding, Jianfeng Feng
[AAAI-22] Main Track
Optimization for Classical Machine Learning Problems on the GPU
Sören Laue, Mark Blacher, Joachim Giesen
[AAAI-22] Main Track
PMAL: Open Set Recognition via Robust Prototype Mining
Jing Lu, Yunlu Xu, Hao Li, Zhanzhan Cheng, Yi Niu
[AAAI-22] Main Track
Learning Network Architecture for Open-Set Recognition
Xuelin Zhang, Xuelian Cheng, Donghao Zhang, Paul Bonnington, Zongyuan Ge
[AAAI-22] Main Track
UFPMP-Det:Toward Accurate and Efficient Object Detection on Drone Imagery
Yecheng Huang, Jiaxin Chen, Di Huang
[AAAI-22] Main Track
Saliency Grafting: Innocuous Attribution-Guided Mixup with Calibrated Label Mixing
Joonhyung Park, June Yong Yang, Jinwoo Shin, Sung Ju Hwang, Eunho Yang
[AAAI-22] Main Track
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
[IAAI-22] Emerging Applications of AI
Out of Distribution Data Detection Using Dropout Bayesian Neural Networks
Andre T. Nguyen, Fred Lu, Gary Lopez Munoz, Edward Raff, Charles Nicholas, James Holt
[AAAI-22] Main Track
SimSR: Simple Distance-Based State Representations for Deep Reinforcement Learning
Hongyu Zang, Xin Li, Mingzhong Wang
[AAAI-22] Main Track
A Repetitive Spectrum Learning Framework for Monaural Speech Enhancement in Extremely Low SNR Environments (Student Abstract)
文鑫 台
[AAAI-22] Student Abstract and Poster Program
Multi-Type Urban Crime Prediction
Xiangyu Zhao, Wenqi Fan, Hui Liu, Jiliang Tang
[AAAI-22] Main Track
Comprehensive Regularization in a Bi-Directional Predictive Network for Video Anomaly Detection
Chengwei Chen, Yuan Xie, Shaohui Lin, Angela Yao, Guannan Jiang, Wei Zhang, Yanyun Qu, Ruizhi Qiao, Bo Ren, Lizhuang Ma
[AAAI-22] Main Track
Self-Supervised Robust Scene Flow Estimation via the Alignment of Probability Density Functions
Pan He, Patrick Emami, Sanjay Ranka, Anand Rangarajan
[AAAI-22] Main Track
Dynamic Algorithmic Impact Assessment to Promote an Ethical Use of AI in Businesses
Shefeh Mbuy
[AAAI-22] Doctoral Consortium
Unsupervised Representation for Semantic Segmentation by Implicit Cycle-Attention Contrastive Learning
Bo Pang, Yizhuo Li, Yifan Zhang, Gao Peng, Jiajun Tang, Kaiwen Zha, Jiefeng Li, Cewu Lu
[AAAI-22] Main Track
Meta Label Propagation for Few-Shot Semi-Supervised Learning on Graphs
Kaize Ding, Jianling Wang, James Caverlee, Huan Liu
[AAAI-22] Main Track
Efficient Encoding of Cost Optimal Delete-Free Planning as SAT
Masood Feyzbakhsh Rankooh, Jussi Rintanen
[AAAI-22] Main Track
Improving Biomedical Information Retrieval with Neural Retrievers
Man Luo, Arindam Mitra, Tejas Gokhale, Chitta Baral
[AAAI-22] Main Track
Flexible Instance-Specific Rationalization of NLP Models
George Chrysostomou, Nikolaos Aletras
[AAAI-22] Main Track
A* Search and Bound-Sensitive Heuristics for Oversubscription Planning
Michael Katz, Emil Keyder
[AAAI-22] Main Track
Anatomizing Bias in Facial Analysis
Richa Singh, Puspita Majumdar, Surbhi Mittal, Mayank Vatsa
[AAAI-22] Senior Member Presentation Track - Summary
Leashing the Inner Demons: Self-Detoxification for Language Models
Canwen Xu, Zexue He, Zhankui He, Julian McAuley
[AAAI-22] Main Track
Nice Perfume. How Long did You Marinate in It? Multimodal Sarcasm Explanation
Poorav Desai, Tanmoy Chakraborty, Md Shad Akhtar
[AAAI-22] Main Track
Expert-Informed, User-Centric Explanations for Machine Learning
Michael Pazzani, Severine Soltani, Robert Kaufman, Samson Qian, Albert Hsiao
[AAAI-22] Senior Member Presentation Track - Blue Sky
VACA: Designing Variational Graph Autoencoders for Causal Queries
Pablo Sanchez-Martin, Miriam Rateike, Isabel Valera
[AAAI-22] Main Track
A Dynamic Meta-Learning Model for Time-Sensitive Cold-Start Recommendations
Krishna Prasad Neupane, Ervine Zheng, Yu Kong, Qi Yu
[AAAI-22] Main Track
Towards Automating the Generation of Human-Robot Interaction Scenarios
Matthew Fontaine
[AAAI-22] Doctoral Consortium
The King is Naked: On the Notion of Robustness for Natural Language Processing
Emanuele La Malfa, Marta Kwiatkowska
[AAAI-22] Main Track
Heterogeneous Facility Location with Limited Resources
Argyrios Deligkas, Aris Filos Ratsikas, Alexandros A. Voudouris
[AAAI-22] Main Track
OctAttention: Octree-Based Large-Scale Contexts Model for Point Cloud Compression
Chunyang Fu, Ge Li, Rui Song, Wei Gao, Shan Liu
[AAAI-22] Main Track
Explain, Edit, and Understand: Rethinking User Study Design for Evaluating Model Explanations
Siddhant Arora, Danish Pruthi, Norman Sadeh, William W. Cohen, Zachary C. Lipton, Graham Neubig
[AAAI-22] Main Track
Retinomorphic Object Detection in Asynchronous Visual Streams
Jianing Li, Xiao Wang, Lin Zhu, Jia Li, Tiejun Huang, Yonghong Tian
[AAAI-22] Main Track
Fortunately, Discourse Markers Can Enhance Language Models for Sentiment Analysis
Liat Ein-Dor, Ilya Shnayderman, Artem Spector, Lena Dankin, Ranit Aharonov, Noam Slonim
[AAAI-22] Main Track
Reference-Guided Pseudo-Label Generation for Medical Semantic Segmentation
Constantin Marc Seibold, Simon Reiß, Jens Kleesiek, Rainer Stiefelhagen
[AAAI-22] Main Track
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
[AAAI-22] Demonstrations
Hyperverlet: A Symplectic Hypersolver for Hamiltonian Systems
Frederik Baymler Mathiesen, Bin Yang, Jilin Hu
[AAAI-22] Main Track
Self-Training Multi-Sequence Learning with Transformer for Weakly Supervised Video Anomaly Detection
Shuo Li, Fang Liu, Licheng Jiao
[AAAI-22] Main Track
Backdoor Attacks on the DNN Interpretation System
Shihong Fang, Anna Choromanska
[AAAI-22] Main Track
Perceptual Quality Assessment of Omnidirectional Images
Yuming Fang, Liping Huang, Jiebin Yan, Xuelin Liu, Yang Liu
[AAAI-22] Main Track
A Lyapunov-Based Methodology for Constrained Optimization with Bandit Feedback
Semih Cayci, Yilin Zheng, Atilla Eryilmaz
[AAAI-22] Main Track
Creating Interactive Crowds with Reinforcement Learning
Ariel Kwiatkowski
[AAAI-22] Doctoral Consortium
Optimize What You Evaluate with: Search Result Diversification Based on Approximate Metric Optimization
Hai-Tao Yu
[AAAI-22] Main Track
Multi-Dimensional Prediction of Guild Health in Online Games: A Stability-Aware Multi-Task Learning Approach
Chuang Zhao, Hongke Zhao, Runze Wu, Qilin Deng, Yu Ding, Jianrong Tao, Changjie Fan
[AAAI-22] Main Track
Safe Subgame Resolving for Extensive Form Correlated Equilibrium
Chun Kai Ling, Fei Fang
[AAAI-22] Main Track
Reliability Exploration with Self-Ensemble Learning for Domain Adaptive Person Re-Identification
Zongyi Li, Yuxuan Shi, Hefei Ling, Jiazhong Chen, Qian Wang, Fengfan Zhou
[AAAI-22] Main Track
LUNA: Localizing Unfamiliarity Near Acquaintance for Open-Set Long-Tailed Recognition
Jiarui Cai, Yizhou Wang, Hung-Min Hsu, Jenq-Neng Hwang, Kelsey Magrane, Craig Rose
[AAAI-22] Main Track
Deep Amortized Relational Model with Group-Wise Hierarchical Generative Process
Huafeng Liu, Tong Zhou, Jiaqi Wang
[AAAI-22] Main Track
Weakly Supervised Video Moment Localization with Contrastive Negative Sample Mining
Minghang Zheng, Yanjie Huang, Yang Liu, Qingchao Chen
[AAAI-22] Main Track
Planning to Avoid Side Effects
Toryn Q. Klassen, Sheila A. McIlraith, Christian Muise, Jarvis Xu
[AAAI-22] Main Track
Learning Contrastive Multi-View Graphs for Recommendation (Student Abstract)
Zhangtao Cheng, Ting Zhong, Kunpeng Zhang, Joojo Walker, Fan Zhou
[AAAI-22] Student Abstract and Poster Program
Deconvolutional Density Network: Modeling Free-Form Conditional Distributions
Bing Chen, Mazharul Islam, Jisuo Gao, Lin Wang
[AAAI-22] Main Track
Interpretable Privacy Preservation of Text Representations Using Vector Steganography
Geetanjali Bihani
[AAAI-22] Doctoral Consortium
Temporal Action Proposal Generation with Background Constraint
Haosen Yang, Wenhao Wu, Lining Wang, Sheng Jin, Boyang Xia, Hongxun Yao, Hujie H Huang
[AAAI-22] Main Track
Code Representation Learning Using Prüfer Sequences (Student Abstract)
Tenzin Jinpa, Yong Gao
[AAAI-22] Student Abstract and Poster Program
GeomGCL: Geometric Graph Contrastive Learning for Molecular Property Prediction
Shuangli Li, Jingbo Zhou, Tong Xu, Dejing Dou, Hui Xiong
[AAAI-22] Main Track
InsCLR: Improving Instance Retrieval with Self-Supervision
Zelu Deng, Yujie Zhong*, Sheng Guo, Weilin Huang
[AAAI-22] Main Track
JPV-Net: Joint Point-Voxel Representations for Accurate 3D Object Detection
Nan Song, TianYuan Jiang, Jian Yao
[AAAI-22] Main Track
ACGNet: Action Complement Graph Network for Weakly-Supervised Temporal Action Localization
Zichen Yang, Jie Qin, Di Huang
[AAAI-22] Main Track
Latent Time Neural Ordinary Differential Equations
Srinivas Anumasa, P. K. Srijith
[AAAI-22] Main Track
Differentially Private Normalizing Flows for Synthetic Tabular Data Generation
Jaewoo Lee, Minjung Kim, Yonghyun Jeong, Youngmin Ro
[AAAI-22] Main Track
CF-DETR: Coarse-to-Fine Transformers for End-to-End Object Detection
Xipeng Cao, Peng Yuan, Bailan Feng, Kun Niu
[AAAI-22] Main Track
A Generalized Bootstrap Target for Value-Learning, Efficiently Combining Value and Feature Predictions
Anthony GX-Chen, Veronica Chelu, Blake A. Richards , Joelle Pineau
[AAAI-22] Main Track
JAKET: Joint Pre-Training of Knowledge Graph and Language Understanding
Donghan Yu, Chenguang Zhu, Yiming Yang, Michael Zeng
[AAAI-22] Main Track
Modeling Constraints Can Identify Winning Arguments in Multi-Party Interactions (Student Abstract)
Suzanna Sia, Kokil Jaidka, Niyati Chhaya, Kevin Duh
[AAAI-22] Student Abstract and Poster Program
DiPS: Differentiable Policy for Sketching in Recommender Systems
Aritra Ghosh, Saayan Mitra, Andrew Lan
[AAAI-22] Main Track
Balancing the Spread of Two Opinions in Sparse Social Networks (Student Abstract)
Dušan Knop, Šimon Schierreich, Ondrej Suchy
[AAAI-22] Student Abstract and Poster Program
Achieving Zero Constraint Violation for Constrained Reinforcement Learning via Primal-Dual Approach
Qinbo Bai, Amrit Singh Bedi, Mridul Agarwal, Alec Koppel, Vaneet Aggarwal
[AAAI-22] Main Track
Complementary Attention Gated Network for Pedestrian Trajectory Prediction
Jinghai Duan, Le Wang, Chengjiang Long, Sanping Zhou, Fang Zheng, Liushuai Shi, Gang Hua
[AAAI-22] Main Track
Maximizing Nash Social Welfare in 2-Value Instances
Hannaneh Akrami, Bhaskar Ray Chaudhury, Martin Hoefer, Kurt Mehlhorn, Marco Schmalhofer, Golnoosh Shahkarami, Giovanna Varricchio, Quentin Vermande, Ernest van Wijland
[AAAI-22] Main Track
MINIMAL: Mining Models for Universal Adversarial Triggers
Yaman Kumar Singla, Swapnil Parekh, Somesh Singh, Balaji Krishnamurthy, Rajiv Ratn Shah, Changyou Chen
[AAAI-22] Main Track
Hedonic Games with Fixed-Size Coalitions
Vittorio Bilò, Gianpiero Monaco, Luca Moscardelli
[AAAI-22] Main Track
Sequence Level Contrastive Learning for Text Summarization
Shusheng Xu, Xingxing Zhang, Yi Wu, Furu Wei
[AAAI-22] Main Track
Demystifying the Chinese Social Credit System: A Case Study on AI-Powered Control Systems in China
Vishakha Agrawal
[AAAI-22] Undergraduate Consortium
Learning Action Translator for Meta Reinforcement Learning on Sparse-Reward Tasks
Yijie Guo, Qiucheng Wu, Honglak Lee
[AAAI-22] Main Track
Language Modelling via Learning to Rank
Arvid Frydenlund, Gagandeep Singh, Frank Rudzicz
[AAAI-22] Main Track
How to Find a Good Explanation for Clustering?
Sayan Bandyapadhyay, Fedor Fomin, Petr Golovach, William Lochet, Nidhi Purohit, Kirill Simonov
[AAAI-22] Main Track
A Provably-Efficient Model-Free Algorithm for Infinite-Horizon Average-Reward Constrained Markov Decision Processes
Honghao Wei, Xin Liu, Lei Ying
[AAAI-22] Main Track
Bayesian Model-Based Offline Reinforcement Learning for Product Allocation
Porter Jenkins, Hua Wei, J. Stockton Jenkins, Jessie Li
[IAAI-22] Emerging Applications of AI
PantheonRL: A MARL Library for Dynamic Training Interactions
Bidipta Sarkar, Aditi Talati, Andy Shih, Dorsa Sadigh
[AAAI-22] Demonstrations
Play the Shannon Game With Language Models: A Human-Free Approach to Summary Evaluation
Nicholas Egan, Oleg Vasilyev, John Bohannon
[AAAI-22] Main Track
Gradient Flow in Sparse Neural Networks and How Lottery Tickets Win
Utku Evci, Yann Dauphin, Yani Ioannou, Cem Keskin
[AAAI-22] Main Track
The Complexity of Temporal Vertex Cover in Small-Degree Graphs
Thekla Hamm, Nina Klobas, George B. Mertzios, Paul G. Spirakis
[AAAI-22] Main Track
Disentangled Spatiotemporal Graph Generative Model
Yuanqi Du, Xiaojie Guo, Hengning Cao, Yanfang Ye, Zhao Liang
[AAAI-22] Main Track
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
[AAAI-22] Demonstrations
Admissible Policy Teaching through Reward Design
Kiarash Banihashem, Adish Singla, Jiarui Gan, Goran Radanovic
[AAAI-22] Main Track
Prior-Guided Transfer Learning for Enhancing Item Representation in E-commerce
Heng-Yi Li, Yabo Ni, Anxiang Zeng, Han Yu, Chunyan Miao
[IAAI-22] Deployed Highly Innovative Applications of AI
Combating Collusion Rings is Hard but Possible
Niclas Boehmer, Robert Bredereck, André Nichterlein
[AAAI-22] Main Track
6DCNN with Roto-Translational Convolution Filters for Volumetric Data Processing
Dmitrii Zhemchuzhnikov, Ilia Igashov, Sergei Grudinin
[AAAI-22] Main Track
Learning Probably Approximately Complete and Safe Action Models for Stochastic Worlds
Brendan Juba, Roni Stern
[AAAI-22] Main Track
An Extraction and Representation Pipeline for Literary Characters
Funing Yang
[AAAI-22] Undergraduate Consortium
Calibrated Nonparametric Scan Statistics for Anomalous Pattern Detection in Graphs
Chunpai Wang, Daniel B. Neill, Feng Chen
[AAAI-22] Main Track
Using Multimodal Data and AI to Dynamically Map Flood Risk
Lydia Bryan-Smith
[AAAI-22] Doctoral Consortium
Prevailing in the Dark: Information Walls in Strategic Games
Pavel Naumov, Wenxuan Zhang
[AAAI-22] Main Track
Stochastic Goal Recognition Design Problems with Suboptimal Agents
Christabel Wayllace, William Yeoh
[AAAI-22] Main Track
A Causal Inference Look At Unsupervised Video Anomaly Detection
Xiangru Lin, Yuyang Chen, Guanbin Li, Yizhou Yu
[AAAI-22] Main Track
Fuzzy Logic based Logical Query Answering on Knowledge Graphs
Xuelu Chen, Ziniu Hu, Yizhou Sun
[AAAI-22] Main Track
Evaluating Explanations of Relational Graph Convolutional Network Link Predictions on Knowledge Graphs
Nicholas Halliwell
[AAAI-22] Doctoral Consortium
Spatial Frequency Bias in Convolutional Generative Adversarial Networks
Mahyar Khayatkhoei, Ahmed Elgammal
[AAAI-22] Main Track
Multi-Leader Congestion Games with an Adversary
Tobias Harks, Mona Henle, Max Klimm, Jannik Matuschke, Anja Schedel
[AAAI-22] Main Track
Structure Learning-Based Task Decomposition for Reinforcement Learning In Non-Stationary Environments
Honguk Woo, Gwangpyo Yoo, Minjong Yoo
[AAAI-22] Main Track
Latent Space Simulation for Carbon Capture Design Optimization
Brian Bartoldson, Rui Wang, Yucheng Fu, David Widemann, Sam Nguyen, Jie Bao, Zhijie Xu, Brenda Ng
[IAAI-22] Emerging Applications of AI
Conditional Loss and Deep Euler Scheme for Time Series Generation
Carl Remlinger, Joseph Mikael, Romuald Elie
[AAAI-22] Main Track
Oscillatory Fourier Neural Network: A Compact and Efficient Architecture for Sequential Processing
Bing Han, Cheng Wang, Kaushik Roy
[AAAI-22] Main Track
Using Random Perturbations to Mitigate Adversarial Attacks on NLP Models
Abigail Swenor
[AAAI-22] Undergraduate Consortium
Low-Pass Graph Convolutional Network for Recommendation
Wenhui Yu, Zixin Zhang, Zheng Qin
[AAAI-22] Main Track
An Algorithmic Theory of Markets and Their Application to Decentralized Markets
Denizalp Goktas
[AAAI-22] Doctoral Consortium
Hybrid Curriculum Learning for Emotion Recognition in Conversation
Lin Yang, Yi Shen, Yue Mao, LongJun Cai
[AAAI-22] Main Track
A Machine Learning Method for EV Range Prediction with Updates on Route Information and Traffic Conditions
Dohee Kim, Hong Gi Shim, Jeong Soo Eo
[IAAI-22] Emerging Applications of AI
Scaled ReLU Matters for Training Vision Transformers
Pichao Wang, Xue Wang, Hao Luo, JIngkai Zhou, Zhipeng Zhou, Fan Wang, Hao Li, rong jin
[AAAI-22] Main Track
Online Certification of Preference-Based Fairness for Personalized Recommender Systems
Virginie Do, Sam Corbett-Davies, Jamal Atif, Nicolas Usunier
[AAAI-22] Main Track
Differentially Private Regret Minimization in Episodic Markov Decision Processes
Sayak Ray Chowdhury, Xingyu Zhou
[AAAI-22] Main Track
Machine-Learned Prediction Equilibrium for Dynamic Traffic Assignment
Lukas Graf, Tobias Harks, Kostas Kollias, Michael Markl
[AAAI-22] Main Track
Improving 360 Monocular Depth Estimation via Non-Local Dense Prediction Transformer and Joint Supervised and Self-Supervised Learning
Ilwi Yun, Hyuk-Jae Lee, Chae Eun Rhee
[AAAI-22] Main Track
Shrub Ensembles for Online Classification
Sebastian Buschjäger, Sibylle Hess, Katharina Morik
[AAAI-22] Main Track
Semantic Self-Segmentation for Abstractive Summarization of Long Legal Documents in Low-Resource Regimes
Gianluca Moro, Luca Ragazzi
[AAAI-22] Main Track
Unsupervised Anomaly Detection by Robust Density Estimation
Boyang Liu, Pang-Ning Tan, Jiayu Zhou
[AAAI-22] Main Track
NICE: Robust Scheduling through Reinfrocement Learning-Guided Integer Programming
Luke Kenworthy, Siddharth Nayak, Christopher Chin, Hamsa Balakrishnan
[AAAI-22] Main Track
Separated Contrastive Learning for Organ-at-Risk and Gross-Tumor-Volume Segmentation with Limited Annotation
Jiacheng Wang, Xiaomeng Li, Yiming Han, Jing Qin, Liansheng Wang, Qichao Zhou
[AAAI-22] Main Track
Interpretable Domain Adaptation for Hidden Subdomain Alignment in the Context of Pre-Trained Source Models
Luxin ZHANG, Pascal Germain, Yacine Kessaci, Christophe Biernacki
[AAAI-22] Main Track
Pizza Sharing is PPA-Hard
Argyrios Deligkas, John Fearnley, Themistoklis Melissourgos
[AAAI-22] Main Track
Improved Maximin Guarantees for Subadditive and Fractionally Subadditive Fair Allocation Problem
Masoud Seddighin, Saeed Seddighin
[AAAI-22] Main Track
Generalized Stochastic Matching
Jacob Gilbert, MohammadTaghi Hajiaghai, Alireza Farhadi
[AAAI-22] Main Track
Suppressing Static Visual Cues via Normalizing Flows for Self-Supervised Video Representation Learning
Manlin Zhang, Jinpeng Wang, Andy J Ma
[AAAI-22] Main Track
Defending Graph Convolutional Networks Against Dynamic Graph Perturbations via Bayesian Self-Supervision
Jun Zhuang, Mohammad Al Hasan
[AAAI-22] Main Track
Visual Explanations for Convolutional Neural Networks via Latent Traversal of Generative Adversarial Networks (Student Abstract)
Amil Dravid, Aggelos Katsaggelos
[AAAI-22] Student Abstract and Poster Program
Intelligent Online Selling Point Extraction for E-commerce Recommendation
Xiaojie Guo, Shugen Wang, Hanqing Zhao, Shiliang Diao, Jiajia Chen, Zhuoye Ding, Zhen He, , Yun Xiao, Bo Long, Han Yu, Lingfei Wu
[IAAI-22] Deployed Highly Innovative Applications of AI
Discovering Interpretable Data-to-Sequence Generators
Boris Wiegand, Dietrich Klakow, Jilles Vreeken
[AAAI-22] Main Track
Geotagging Social Media Posts to Landmarks Using Hierarchical BERT (Student Abstract)
Menglin Li, Kwan Hui Lim
[AAAI-22] Student Abstract and Poster Program
SPATE-GAN: Improved Generative Modeling of Dynamic Spatio-Temporal Patterns with an Autoregressive Embedding Loss
Konstantin Klemmer, Tianlin Xu, Beatrice Acciaio, Daniel B. Neill
[AAAI-22] Main Track
Deep Learning for Personalized Preoperative Planning of Microsurgical Free Tissue Transfers
Eshika Saxena
[AAAI-22] Undergraduate Consortium
Truthful and Fair Mechanisms for Matroid-Rank Valuations
Siddharth Barman, Paritosh Verma
[AAAI-22] Main Track
MuMu: Cooperative Multitask Learning-Based Guided Multimodal Fusion
Md Mofijul Islam, Tariq Iqbal
[AAAI-22] Main Track
Contact-Distil: Boosting Low Homologous Protein Contact Map Prediction by Self-Supervised Distillation
Qin Wang, Jiayang Chen, Yuzhe Zhou, Yu Li, Liangzhen Zheng, Sheng Wang, Zhen Li, Shuguang Cui
[AAAI-22] Main Track
Robust Rule Learning for Reliable and Interpretable Insight into Expertise Transfer Opportunities
Willa Potosnak
[AAAI-22] Undergraduate Consortium
Learning Disentangled Classification and Localization Representations for Temporal Action Localization
Zixin Zhu, Le Wang, Wei Tang, Ziyi Liu, Nanning Zheng, Gang Hua
[AAAI-22] Main Track
FFNet: Frequency Fusion Network for Semantic Scene Completion
Xuzhi Wang, Di Lin, Liang Wan
[AAAI-22] Main Track
A Tale of Color Variants: Representation and Self-Supervised Learning in Fashion E-commerce
Ujjal Kr Dutta, Sandeep Repakula, Maulik Parmar, Abhinav Ravi
[IAAI-22] Emerging Applications of AI
Dual Decoupling Training for Semi-Supervised Object Detection with Noise-Bypass Head
Shida Zheng, Chenshu Chen, Xiaowei Cai, Tingqun Ye, Wenming Tan
[AAAI-22] Main Track
SMINet: State-Aware Multi-Aspect Interests Representation Network for Cold-Start Users Recommendation
Wanjie Tao, Yu Li, Liangyue Li, Zulong Chen, Hong Wen, Peilin Chen, Tingting Liang, Quan Lu
[AAAI-22] Main Track
Multi-Agent Reinforcement Learning with General Utilities via Decentralized Shadow Reward Actor-Critic
Junyu Zhang, Amrit Singh Bedi, Mengdi Wang, Alec Koppel
[AAAI-22] Main Track
BabelNet Meaning Representation: A Fully Semantic Formalism to Overcome Language Barriers
Roberto Navigli, Rexhina Blloshmi, Abelardo Carlos Martínez Lorenzo
[AAAI-22] Senior Member Presentation Track - Blue Sky
Towards Light-Weight and Real-Time Line Segment Detection
Geonmo Gu, Byungsoo Ko, SeoungHyun Go, Sung-Hyun Lee, Jingeun Lee, Minchul Shin
[AAAI-22] Main Track
Bridging the Gap: Using Deep Acoustic Representations to Learn Grounded Language from Percepts and Raw Speech
Gaoussou Youssouf Kebe, Luke E. Richards, Edward Raff, Francis Ferraro, Cynthia Matuszek
[AAAI-22] Main Track
Iterative Contrast-Classify for Semi-Supervised Temporal Action Segmentation
Dipika Singhania, Rahul Rahaman, Angela Yao
[AAAI-22] Main Track
Fast and Efficient MMD-Based Fair PCA via Optimization over Stiefel Manifold
Junghyun Lee, Gwangsu Kim, Matt Olfat, Mark Hasegawa-Johnson, Chang D. Yoo
[AAAI-22] Main Track
Globally Optimal Hierarchical Reinforcement Learning for Linearly-Solvable Markov Decision Processes
Guillermo Infante, Anders Jonsson, Vicenç Gómez
[AAAI-22] Main Track
Deep Confidence Guided Distance for 3D Partial Shape Registration
Dvir Ginzburg, Dan Raviv
[AAAI-22] Main Track
GRU4RecBE: A Hybrid Session-Based Movie Recommendation System (Student Abstract)
Michael Potter, Hamlin Liu, Yash Lala, Christian Loanzon, Yizhou Sun
[AAAI-22] Student Abstract and Poster Program
Polygon-to-Polygon Distance Loss for Rotated Object Detection
Yang Yang, Jifeng Chen, Xiaopin Zhong, Yuanlong Deng
[AAAI-22] Main Track
Learning Bounded Context-Free-Grammar via LSTM and the Transformer: Difference and the Explanations.
Hui Shi, Sicun Gao, Yuandong Tian, Xinyun Chen, Jishen Zhao
[AAAI-22] Main Track
Fairness without Imputation: A Decision Tree Approach for Fair Prediction with Missing Values
Haewon Jeong, Hao Wang, Flavio P. Calmon
[AAAI-22] Main Track
The Effect of Manifold Entanglement and Intrinsic Dimensionality on Learning
Daniel Kienitz, Ekaterina Komendantskaya, Michael Lones
[AAAI-22] Main Track
Well-Classified Examples are Underestimated in Classification with Deep Neural Networks
Guangxiang Zhao, Wenkai Yang, Xuancheng Ren, Lei Li, Yunfang Wu, Xu Sun
[AAAI-22] Main Track
Multi-Relational Graph Representation Learning with Bayesian Gaussian Process Network
Guanzheng Chen, Jinyuan Fang, Zaiqiao Meng, Qiang Zhang, Shangsong Liang
[AAAI-22] Main Track
Shrinking Temporal Attention in Transformers for Video Action Recognition
Bonan Li, Pengfei Xiong, Congying Han, Tiande Guo
[AAAI-22] Main Track
Learning to Walk with Dual Agents for Knowledge Graph Reasoning
Denghui Zhang, Zixuan Yuan, Hao Liu, Xiaodong Lin, Hui Xiong
[AAAI-22] Main Track
Truthful Aggregation of Budget Proposals with Proportionality Guarantees
Ioannis Caragiannis, George Christodoulou, Nicos Protopapas
[AAAI-22] Main Track
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 Gel
[IAAI-22] Emerging Applications of AI
When Shift Operation Meets Vision Transformer: An Extremely Simple Alternative to Attention Mechanism
Guangting Wang, Yucheng Zhao, Chuanxin Tang, Chong Luo, Wenjun Zeng
[AAAI-22] Main Track
Graph-Wise Common Latent Factor Extraction for Unsupervised Graph Representation Learning
Thilini Cooray, Ngai-Man Cheung
[AAAI-22] Main Track
AXM-Net: Implicit Cross-Modal Feature Alignment for Person Re-Identification
Ammarah Farooq, Muhammad Awais, Josef Kittler, Syed Safwan Khalid
[AAAI-22] Main Track
Universal and Tight Online Algorithms for Generalized-Mean Welfare
Siddharth Barman, Arindam Khan, Arnab Maiti
[AAAI-22] Main Track
Label-Efficient Hybrid-Supervised Learning for Medical Image Segmentation
Junwen Pan, Qi Bi, Yanzhan Yang, Pengfei Zhu, Cheng Bian
[AAAI-22] Main Track
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
[AAAI-22] Demonstrations
Tracking Down Misguiding Terms for Locating Bugs in Deep Learning-Based Software (Student Abstract)
Youngkyoung Kim, Misoo Kim, Eunseok Lee
[AAAI-22] Student Abstract and Poster Program
Towards Bridging Sample Complexity and Model Capacity
Shibin Mei, Chenglong Zhao, Shengchao Yuan, Bingbing Ni
[AAAI-22] Main Track
LeSICiN: A Heterogeneous Graph-Based Approach for Automatic Legal Statute Identification from Indian Legal Documents
Shounak Paul, Pawan Goyal, Saptarshi Ghosh
[AAAI-22] Main Track
Aspect-Opinion Sentiment Alignment for Cross-Domain Sentiment Analysis (Student Abstract)
Haopeng Ren, Yi Cai, Yushi Zeng
[AAAI-22] Student Abstract and Poster Program
AutoGCL: Automated Graph Contrastive Learning via Learnable View Generators
Yihang Yin, Qingzhong Wang, Siyu Huang, Haoyi Xiong, Xiang Zhang
[AAAI-22] Main Track
Algorithmic Fairness Verification with Graphical Models
Bishwamittra Ghosh, Debabrota Basu, Kuldeep S. Meel
[AAAI-22] Main Track
AI-Driven Road Condition Monitoring across Multiple Nations
Deeksha Arya, ,
[AAAI-22] Doctoral Consortium
Pinpointing Fine-Grained Relationships between Hateful Tweets and Replies
Abdullah Albanyan, Eduardo Blanco
[AAAI-22] Main Track
Contrastive Spatio-Temporal Pretext Learning for Self-Supervised Video Representation
Yujia Zhang, Lai-Man Po, Xuyuan Xu, Mengyang Liu, Yexin Wang, Weifeng Ou, Yuzhi Zhao, Wing-Yin Yu
[AAAI-22] Main Track
Differential Assessment of Black-Box AI Agents
Rashmeet Kaur Nayyar, Pulkit Verma, Siddharth Srivastava
[AAAI-22] Main Track
An Efficient Combinatorial Optimization Model Using Learning-to-Rank Distillation
Honguk Woo, Hyunsung Lee, Sangwoo Cho
[AAAI-22] Main Track
Event-Aware Multimodal Mobility Nowcasting
Zhaonan Wang, Renhe Jiang, Hao Xue, Flora D. Salim, Xuan Song, Ryosuke Shibasaki
[AAAI-22] Main Track
Enhance Cross-Domain Aspect-Based Sentiment Analysis by Incorporating Commonsense Relational Structure (Student Abstract)
Yushi Zeng, Guohua Wang, Haopeng Ren, Yi Cai
[AAAI-22] Student Abstract and Poster Program
SenTag: A Web-Based Tool for Semantic Annotation of Textual Documents
Andrea Loreggia, Simone Mosco, Alberto Zerbinati
[AAAI-22] Demonstrations
Shape-Adaptive Selection and Measurement for Oriented Object Detection
Liping Hou, Ke Lu, Jian Xue, Yuqiu Li
[AAAI-22] Main Track
Transcoded Video Restoration by Temporal Spatial Auxiliary Network
Xu Li, Gang He, Jinjia Zhou, Jie Lei, Weiying Xie, Yunsong Li, Yu-Wing Tai
[AAAI-22] Main Track
PageRank for Edges: Axiomatic Characterization
Natalia Kucharczuk, Tomasz Wąs, Oskar Skibski
[AAAI-22] Main Track
ErfAct and Pserf: Non-Monotonic Smooth Trainable Activation Functions
Koushik Biswas, Sandeep Kumar, Shilpak Banerjee, Ashish Kumar Pandey
[AAAI-22] Main Track
CQA-Face: Contrastive Quality-Aware Attentions for Face Recognition
Qiangchang Wang, Guodong Guo
[AAAI-22] Main Track