AAAI 2020

1,794 papers

Position-Based Social Choice Methods for Intransitive Incomplete Pairwise Vote Sets (Student Abstract)

Julian Zucker

Combating False Negatives in Adversarial Imitation Learning (Student Abstract)

Konrad Zołna, Chitwan Saharia, Leonard Boussioux, David Yu-Tung Hui, Maxime Chevalier-Boisvert

Generative Adversarial Imitation Learning from Failed Experiences (Student Abstract)

Jiacheng Zhu, Jiahao Lin, Meng Wang, Yingfeng Chen, Changjie Fan

Contention-Aware Mapping and Scheduling Optimization for NoC-Based MPSoCs (Student Abstract)

Yupeng Zhou, Rongjie Yan, Anyu Cai, Yige Yan, Minghao Yin

HARK: Harshness-Aware Sentiment Analysis Framework for Product Review (Student Abstract)

Ting Zhou, Xun Wang, Yili Fang

Focusing on Detail: Deep Hashing Based on Multiple Region Details (Student Abstract)

Quan Zhou, Xiushan Nie, Yang Shi, Xingbo Liu, Yilong Yin

Clearing Kidney Exchanges via Graph Neural Network Guided Tree Search (Student Abstract)

Zeyu Zhao, John P. Dickerson

Rception: Wide and Deep Interaction Networks for Machine Reading Comprehension (Student Abstract)

Xuanyu Zhang, Zhichun Wang

Shoreline: Data-Driven Threshold Estimation of Online Reserves of Cryptocurrency Trading Platforms (Student Abstract)

Xitong Zhang, He Zhu, Jiayu Zhou

Literature Mining for Incorporating Inductive Bias in Biomedical Prediction Tasks (Student Abstract)

Qizhen Zhang, Audrey Durand, Joelle Pineau

Cancer Treatment Classification with Electronic Medical Health Records (Student Abstract)

Jiaming Zeng, Imon Banerjee, Michael Gensheimer, Daniel Rubin

Domain Knowledge-Assisted Automatic Diagnosis of Idiopathic Pulmonary Fibrosis (IPF) Using High Resolution Computed Tomography (HRCT) (Student Abstract)

Wenxi Yu, Hua Zhou, Jonathan G. Goldin, Grace Hyun J. Kim

Interactive Neural Network: Leveraging Part-of-Speech Window for Aspect Term Extraction (Student Abstract)

Da Yin, Xiuyu Wu, Baobao Chang

Deep Ranking for Style-Aware Room Recommendations (Student Abstract)

İlkay Yıldız, Esra Ataer-Cansızoğlu, Hantian Liu, Peter Golbus, Ozan Tezcan

Session-Level User Satisfaction Prediction for Customer Service Chatbot in E-Commerce (Student Abstract)

Riheng Yao, Shuangyong Song, Qiudan Li, Chao Wang, Huan Chen

I Know Where You Are Coming From: On the Impact of Social Media Sources on AI Model Performance (Student Abstract)

Yang Qi, Farseev Aleksandr, Filchenkov Andrey

Breakdown Detection in Negotiation Dialogues (Student Abstract)

Atsuki Yamaguchi, Katsuhide Fujita

Multi-Channel Convolutional Neural Networks with Adversarial Training for Few-Shot Relation Classification (Student Abstract)

Yuxiang Xie, Hua Xu, Congcong Yang, Kai Gao

Multi-Agent/Robot Deep Reinforcement Learning with Macro-Actions (Student Abstract)

Yuchen Xiao, Joshua Hoffman, Tian Xia, Christopher Amato

A Multi-Task Learning Machine Reading Comprehension Model for Noisy Document (Student Abstract)

Zhijing Wu, Hua Xu

Few Sample Learning without Data Storage for Lifelong Stream Mining (Student Abstract)

Zhuoyi Wang, Yigong Wang, Yu Lin, Bo Dong, Hemeng Tao

Supervised Discovery of Unknown Unknowns through Test Sample Mining (Student Abstract)

Zheng Wang, Bruno Abrahao, Ece Kamar

Neural Dynamics and Gamma Oscillation on a Hybrid Excitatory-Inhibitory Complex Network (Student Abstract)

Yuan Wang, Xia Shi, Bo Cheng, Junliang Chen

Topic Enhanced Controllable CVAE for Dialogue Generation (Student Abstract)

Yiru Wang, Pengda Si, Zeyang Lei, Yujiu Yang

HGMAN: Multi-Hop and Multi-Answer Question Answering Based on Heterogeneous Knowledge Graph (Student Abstract)

Xu Wang, Shuai Zhao, Bo Cheng, Jiale Han, Yingting Li

Combining Fine-Tuning with a Feature-Based Approach for Aspect Extraction on Reviews (Student Abstract)

Xili Wang, Hua Xu, Xiaomin Sun, Guangcan Tao

Optimal Exploration Algorithm of Multi-Agent Reinforcement Learning Methods (Student Abstract)

Wang Qisheng, Wang Qichao, Li Xiao

Learning Sense Representation from Word Representation for Unsupervised Word Sense Disambiguation (Student Abstract)

Jie Wang, Zhenxin Fu, Moxin Li, Haisong Zhang, Dongyan Zhao

Action Recognition and State Change Prediction in a Recipe Understanding Task Using a Lightweight Neural Network Model (Student Abstract)

Qing Wan, Yoonsuck Choe

Towards Interpretable Semantic Segmentation via Gradient-Weighted Class Activation Mapping (Student Abstract)

Kira Vinogradova, Alexandr Dibrov, Gene Myers

Emergence of Writing Systems through Multi-Agent Cooperation (Student Abstract)

Shresth Verma, Joydip Dhar

Robust Multi-View Representation Learning (Student Abstract)

Sibi Venkatesan, James K. Miller, Artur Dubrawski

Semantics- and Syntax-Related Subvectors in the Skip-Gram Embeddings (Student Abstract)

Maxat Tezekbayev, Zhenisbek Assylbekov, Rustem Takhanov

Improving First-Order Optimization Algorithms (Student Abstract)

Tato Ange, Nkambou Roger

Biologically Inspired Sleep Algorithm for Reducing Catastrophic Forgetting in Neural Networks

Timothy Tadros, Giri Krishnan, Ramyaa Ramyaa, Maxim Bazhenov

Keyphrase Generation for Scientific Articles Using GANs (Student Abstract)

Avinash Swaminathan, Raj Kuwar Gupta, Haimin Zhang, Debanjan Mahata, Rakesh Gosangi

Sampling Random Chordal Graphs by MCMC (Student Abstract)

Wenbo Sun, Ivona Bezáková

Structure-Based Drug-Drug Interaction Detection via Expressive Graph Convolutional Networks and Deep Sets (Student Abstract)

Mengying Sun, Fei Wang, Olivier Elemento, Jiayu Zhou

Link Prediction between Group Entities in Knowledge Graphs (Student Abstract)

Jialin Su, Yuanzhuo Wang, Xiaolong Jin, Yantao Jia, Xueqi Cheng

Leakage-Robust Classifier via Mask-Enhanced Training (Student Abstract)

Damian Stachura, Christopher Galias, Konrad Zołna

Using Chinese Glyphs for Named Entity Recognition (Student Abstract)

Chan Hee Song, Arijit Sehanobish

Bayesian Optimisation for Premise Selection in Automated Theorem Proving (Student Abstract)

Agnieszka Słowik, Chaitanya Mangla, Mateja Jamnik, Sean B. Holden, Lawrence C. Paulson

On the Hierarchical Information in a Single Contextualised Word Representation (Student Abstract)

Dean L. Slack, Mariann Hardey, Noura Al Moubayed

SpotFake+: A Multimodal Framework for Fake News Detection via Transfer Learning (Student Abstract)

Shivangi Singhal, Anubha Kabra, Mohit Sharma, Rajiv Ratn Shah, Tanmoy Chakraborty

Providing Uncertainty-Based Advice for Deep Reinforcement Learning Agents (Student Abstract)

Felipe Leno Da Silva, Pablo Hernandez-Leal, Bilal Kartal, Matthew E. Taylor

Fairness Does Not Imply Satisfaction (Student Abstract)

Andrew Searns, Hadi Hosseini

LGML: Logic Guided Machine Learning (Student Abstract)

Joseph Scott, Maysum Panju, Vijay Ganesh

A Multi-Task Learning Approach to Sarcasm Detection (Student Abstract)

Edoardo Savini, Cornelia Caragea

ERLP: Ensembles of Reinforcement Learning Policies (Student Abstract)

Rohan Saphal, Balaraman Ravindran, Dheevatsa Mudigere, Sasikanth Avancha, Bharat Kaul

KnowBias: Detecting Political Polarity in Long Text Content (Student Abstract)

Aditya Saligrama

Distill BERT to Traditional Models in Chinese Machine Reading Comprehension (Student Abstract)

Xingkai Ren, Ronghua Shi, Fangfang Li

Opening the Black Box: Automatically Characterizing Software for Algorithm Selection (Student Abstract)

Damir Pulatov, Lars Kotthoff

Attribute Noise Robust Binary Classification (Student Abstract)

Aditya Petety, Sandhya Tripathi, N. Hemachandra

Predicting Students' Attention Level with Interpretable Facial and Head Dynamic Features in an Online Tutoring System (Student Abstract)

Shimeng Peng, Lujie Chen, Chufan Gao, Richard Jiarui Tong

Video Person Re-ID: Fantastic Techniques and Where to Find Them (Student Abstract)

Priyank Pathak, Amir Erfan Eshratifar, Michael Gormish

Personalized Prediction of Trust Links in Social Networks (Student Abstract)

Alexandre Parmentier, Robin Cohen

A Simple Deconvolutional Mechanism for Point Clouds and Sparse Unordered Data (Student Abstract)

Thomas Paniagua, John Lagergren, Greg Foderaro

How to Predict Seawater Temperature for Sustainable Marine Aquaculture (Student Abstract)

Masahito Okuno, Takanobu Otsuka

Transformer-Capsule Model for Intent Detection (Student Abstract)

Aleksander Obuchowski, Michał Lew

MUSIC COLLAB: An IoT and ML Based Solution for Remote Music Collaboration (Student Abstract)

Nishtha Nayar, Divya Lohani

A QSAT Benchmark Based on Vertex-Folkman Problems (Student Abstract)

David E. Narváez

An Analytical Workflow for Clustering Forensic Images (Student Abstract)

Sara Mousavi, Dylan Lee, Tatianna Griffin, Dawnie Steadman, Audris Mockus

Random Projections and α-Shape to Support the Kernel Design (Student Abstract)

Daniel Moreira Cestari, Rodrigo Fernandes de Mello

Meta-Learning on Graph with Curvature-Based Analysis (Student Abstract)

Tae Hong Moon, Sungsu Lim

Suicide Risk Assessment via Temporal Psycholinguistic Modeling (Student Abstract)

Puneet Mathur, Ramit Sawhney, Rajiv Ratn Shah

Gifting in Multi-Agent Reinforcement Learning (Student Abstract)

Andrei Lupu, Doina Precup

Towards Consistent Variational Auto-Encoding (Student Abstract)

Yijing Liu, Shuyu Lin, Ronald Clark

Bayesian Adversarial Attack on Graph Neural Networks (Student Abstract)

Xiao Liu, Jing Zhao, Shiliang Sun

Generating Engaging Promotional Videos for E-commerce Platforms (Student Abstract)

Chang Liu, Han Yu, Yi Dong, Zhiqi Shen, Yingxue Yu

Constrained Self-Supervised Clustering for Discovering New Intents (Student Abstract)

Ting-En Lin, Hua Xu, Hanlei Zhang

Adabot: Fault-Tolerant Java Decompiler (Student Abstract)

Zhiming Li, Qing Wu, Kun Qian

Towards Minimal Supervision BERT-Based Grammar Error Correction (Student Abstract)

Yiyuan Li, Antonios Anastasopoulos, Alan W. Black

Selecting Portfolios Directly Using Recurrent Reinforcement Learning (Student Abstract)

Lin Li

Travel Time Prediction on Un-Monitored Roads: A Spatial Factorization Machine Based Approach (Student Abstract)

Lile Li, Wei Liu

Who Are Controlled by The Same User? Multiple Identities Deception Detection via Social Interaction Activity (Student Abstract)

Jiacheng Li, Chunyuan Yuan, Wei Zhou, Jingli Wang, Songlin Hu

Submodel Decomposition for Solving Limited Memory Influence Diagrams (Student Abstract)

Junkyu Lee

BattleNet: Capturing Advantageous Battlefield in RTS Games (Student Abstract)

Donghyeon Lee, Man-Je Kim, Chang Wook Ahn

Toward Operational Safety Verification of AI-Enabled CPS (Student Abstract)

Imane Lamrani, Ayan Banerjee, Sandeep K.S. Gupta

Task Scoping for Efficient Planning in Open Worlds (Student Abstract)

Nishanth Kumar, Michael Fishman, Natasha Danas, Stefanie Tellex, Michael Littman

Learning to Classify the Wrong Answers for Multiple Choice Question Answering (Student Abstract)

Hyeondey Kim, Pascale Fung

New Off-Board Solution for Predicting Vehicles' Intentions in the Highway On-Ramp Using Probabilistic Classifiers (Student Abstract)

Zine El Abidine Kherroubi, Samir Aknine, Rebiha Bacha

Algorithmic Bias in Recidivism Prediction: A Causal Perspective (Student Abstract)

Aria Khademi, Vasant Honavar

Multidimensional Analysis of Trust in News Articles (Student Abstract)

Avneet Kaur, Maitree Leekha, Utkarsh Chawla, Ayush Agarwal, Mudit Saxena

A Critique of the Smooth Inverse Frequency Sentence Embeddings (Student Abstract)

Aidana Karipbayeva, Alena Sorokina, Zhenisbek Assylbekov

Exploring the Benefits of Depth Information in Object Pixel Masking (Student Abstract)

Anish Kachinthaya, Yi Ding, Tobias Hollerer

Determining the Possibility of Transfer Learning in Deep Reinforcement Learning Using Grad-CAM (Student Abstract)

Ho-Taek Joo, Kyung-Joong Kim

Leveraging BERT with Mixup for Sentence Classification (Student Abstract)

Amit Jindal, Dwaraknath Gnaneshwar, Ramit Sawhney, Rajiv Ratn Shah

Re-Thinking LiDAR-Stereo Fusion Frameworks (Student Abstract)

Qilin Jin, Parasara Sridhar Duggirala

Learning Directional Sentence-Pair Embedding for Natural Language Reasoning (Student Abstract)

Yuchen Jiang, Zhenxin Xiao, Kai-Wei Chang

Incremental Sense Weight Training for In-Depth Interpretation of Contextualized Word Embeddings (Student Abstract)

Xinyi Jiang, Zhengzhe Yang, Jinho D. Choi

Automatic Text-Based Personality Recognition on Monologues and Multiparty Dialogues Using Attentive Networks and Contextual Embeddings (Student Abstract)

Hang Jiang, Xianzhe Zhang, Jinho D. Choi

Third-Person Imitation Learning via Image Difference and Variational Discriminator Bottleneck (Student Abstract)

Chong Jiang, Zongzhang Zhang, Zixuan Chen, Jiacheng Zhu, Junpeng Jiang

A Multi-Task Approach to Open Domain Suggestion Mining (Student Abstract)

Minni Jain, Maitree Leekha, Mononito Goswami

Self-Supervised, Semi-Supervised, Multi-Context Learning for the Combined Classification and Segmentation of Medical Images (Student Abstract)

Abdullah-Al-Zubaer Imran, Chao Huang, Hui Tang, Wei Fan, Yuan Xiao

Streaming Batch Gradient Tracking for Neural Network Training (Student Abstract)

Siyuan Huang, Brian D. Hoskins, Matthew W. Daniels, Mark D. Stiles, Gina C. Adam

Multi-View Deep Attention Network for Reinforcement Learning (Student Abstract)

Yueyue Hu, Shiliang Sun, Xin Xu, Jing Zhao

Inception LSTM for Next-frame Video Prediction (Student Abstract)

Matin Hosseini, Anthony S. Maida, Majid Hosseini, Gottumukkala Raju

A Bias Trick for Centered Robust Principal Component Analysis (Student Abstract)

Baokun He, Guihong Wan, Haim Schweitzer

Action Graphs for Goal Recognition Problems with Inaccurate Initial States (Student Abstract)

Helen Harman, Pieter Simoens

Trimodal Attention Module for Multimodal Sentiment Analysis (Student Abstract)

Anirudh Bindiganavale Harish, Fatiha Sadat