Rishab Goel

7 papers · 2020–2023 · 5 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (5) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (13)

Conferences

ICLR (2) NIPS (2) AAAI (1) EMNLP (1) JMLR (1)

Top co-authors

Seyed Mehran Kazemi (3) Joumana Ghosn (2) Zhi Wen (2) Pascal Poupart (2) Arsene Fansi Tchango (2) Julien Martel (2) Marcus Brubaker (1) Hugo Larochelle (1) Akshay Sethi (1) Philip Bachman (1)

Keywords

knowledge graph (2) graph embedding (2) representation learning (2) dynamic graph (1) temporal knowledge graph (1) medical diagnosis (1) knowledge graph completion (1) synthetic dataset (1) differential diagnosis (1) symptom detection (1) out-of-sample prediction (1) automatic diagnosis (1) diachronic embedding (1) transductive reasoning (1) temporal modeling (1) entity embedding (1)

Papers

Static Prediction of Runtime Errors by Learning to Execute Programs with External Resource Descriptions ICLR 2023

DDXPlus: A New Dataset For Automatic Medical Diagnosis NIPS 2022

Towards Trustworthy Automatic Diagnosis Systems by Emulating Doctors' Reasoning with Deep Reinforcement Learning NIPS 2022

Data-Efficient Reinforcement Learning with Self-Predictive Representations ICLR 2021

Out-of-Sample Representation Learning for Knowledge Graphs EMNLP 2020

Diachronic Embedding for Temporal Knowledge Graph Completion AAAI 2020

Representation Learning for Dynamic Graphs: A Survey JMLR 2020