Yehjin Shin

3 papers · 2024–2024 · 3 venues · across top CS/AI venues

Authors are matched by name, so researchers who share a name ("Yang Liu", "Wei Wang") appear as a single profile and their paper counts, venues and achievements are combined. How identity is handled.

Achievements

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🌍 Conference Polyglot · Bronze 🌉 Interdisciplinary Bridge · Bronze 🗺️ Taxonomy Completionist (10)

Venues

AAAI (1) ICML (1) NeurIPS (1)

Top co-authors

Hyowon Wi (3) Jeongwhan Choi (3) Noseong Park (3) Jayoung Kim (2) Kookjin Lee (1) Nathaniel Trask (1)

Research topics

Deep Learning (3) Machine Learning (3) Architectures (3) Core Methods (3) Optimization & Theory · Machine Learning (2) Data Science & Analytics (1) Applications (1) Learning Types (1) Optimization & Theory · Deep Learning (1) Techniques (1)

Keywords

self-attention mechanism (2) over-smoothing problem (2) transformer architecture (2) inductive bia (1) sequential recommendation (1) graph convolution (1) recommender system (1) self attention (1) matrix polynomial (1) model scalability (1) graph filter (1) graph neural network (1) table representation learning (1) over smoothing (1) representation performance (1) fourier transform (1) graph signal processing (1)

Papers

An Attentive Inductive Bias for Sequential Recommendation beyond the Self-Attention AAAI 2024 Graph Convolutions Enrich the Self-Attention in Transformers! NeurIPS 2024 Polynomial-based Self-Attention for Table Representation Learning ICML 2024