Selected Papers

Adiba Orzikulova

• EarTouch: Facilitating Smartphone Use for Visually Impaired People in Mobile and Public Scenarios

Alim Amanzholov

• AdJust: Runtime Mitigation of Resource Abusing Third-Party Online Ads

Asmir Abdimazhit

• The Effect of Network Width on Stochastic Gradient Descent and Generalization: an Empirical Study

Azret Kenzhaliev

• A Framework for the Experience of Meaning in Human-Computer Interaction

Changyoon Lee

• Human-Centered Tools for Coping with Imperfect Algorithms During Medical Decision-Making

Donggyun Kim

• Meta-Learning Representations for Continual Learning

Hangil Park

• Adversarial Robustness vs. Model Compression, or Both?

Hyeongjun Cho

• Perceptual Rasterization for Head-mounted Display Image Synthesis

Hyerin Park

• Actris: Session-Type Based Reasoning in Separation Logic

Jaeyun Song

• Multimodal Model-Agnostic Meta-Learning via Task-Aware Modulation

Jeongeon Park

• “Hi! I am the Crowd Tasker” Crowdsourcing through Digital Voice Assistants

Jinwoo Kim

• Generalized Zero- and Few-Shot Learning via Aligned Variational Autoencoders

Jooyon Kim

• Learning to Spot and Refactor Inconsistent Method Names

Kyubeom Han

• Long-Term Feature Banks for Detailed Video Understanding

Mingu Kang

• Adversarial Defense via Learning to Generate Diverse Attacks

Minje Kim

• Eager Pruning: Algorithm and Architecture Support for Fast Training of Deep Neural Networks

Minseo Joh

• App Usage Predicts Cognitive Ability in Older Adults

Seonyoung Jun

• Video Extrapolation using Neighboring Frames

Sihwan Park

• Self-Attention Generative Adversarial Networks

Soojung Yang

• GNNExplainer: Generating Explanations for Graph Neural Networks

Soyeong Jeong

• Emotion-Cause Pair Extraction: A New Task to Emotion Analysis in Texts

Sunkyoung Kim

• Improving Fairness in Machine Learning Systems: What Do Industry Practitioners Need?

Suro Lee

• A Style-Based Generator Architecture for Generative Adversarial Networks

Taeyoung Kim

• Incorrectness Logic

Timothy Manoj Mathews

• Managing Messes in Computational Notebooks

Wonkwang Lee

• FineGAN: Unsupervised Hierarchical Disentanglement for Fine-Grained Object Generation and Discovery

Yewon Kim

• Predicting Dynamic Embedding Trajectory in Temporal Interaction Networks

Youchan Park

• Affinity Lens: Data-Assisted Affinity Diagramming with Augmented Reality

Yunju Bak

• MixMatch: A Holistic Approach to Semi-Supervised Learning