Jiawei He

Researcher, Borealis AI

Joined

September 2018

Names

Jiawei He (Preferred)

Emails

****@sfu.ca (Confirmed)

****@borealisai.com (Confirmed)

****@rbc.com (Confirmed)

****@gmail.com (Confirmed)

****@borealisai.com (Confirmed)

Personal Links

Homepage

Google Scholar

DBLP

Career & Education History

Researcher

Borealis AI (borealisai.com)

2020 – Present

PhD student

Computing science, Simon Fraser University (sfu.ca)

2015 – 2020

Advisors, Relations & Conflicts

Coworker

Yu Gong

2018 – Present

Coworker

Joseph Marino

2017 – Present

Coauthor

Andreas Lehrmann

2017 – Present

PhD Advisor

Greg Mori

2015 – Present

Expertise

Deep Generative Models

2016 – Present

Time Series Analysis

2016 – Present

Publications

Calibrating LLMs for Selective Prediction: Balancing Coverage and Risk
Yuzhen Mao, Thibaut Durand, Nazanin Mehrasa, Jiawei He, Martin Ester
- ResponsibleFM @ NeurIPS 2025
- Readers: Everyone
SelectLLM – Calibrating LLMs for Selective Prediction: Balancing Coverage and Risk
Yuzhen Mao, Thibaut Durand, Nazanin Mehrasa, Jiawei He, Martin Ester
- Submitted to ICLR 2026
- Readers: Everyone
Advances in Financial AI: Opportunities, Innovations, and Responsible AI
Jiawei He, Yongjae Lee, Bo An, Yixuan Li, Alberto Pozanco
- ICLR 2025 Workshop Proposals
- Readers: Everyone
Inference, Fast and Slow: Reinterpreting VAEs for OOD Detection
Sicong Huang, Jiawei He, Kry Yik-Chau Lui
- Submitted to ICLR 2025
- Readers: Everyone
Inference, Fast and Slow: Reinterpreting VAEs for OOD Detection
Sicong Huang, Jiawei He, Kry Yik-Chau Lui
- SafeGenAi Poster
- Readers: Everyone
Rethinking Test-time Likelihood: The Likelihood Path Principle and Its Application to OOD Detection
Sicong Huang, Jiawei He, Yik Chau Lui
- Submitted to ICLR 2024
- Readers: Everyone
AutoCast++: Enhancing World Event Prediction with Zero-shot Ranking-based Context Retrieval
Qi Yan, Raihan Seraj, Jiawei He, Lili Meng, Tristan Sylvain
- ICLR 2024 poster
- Readers: Everyone
Agent Forecasting at Flexible Horizons using ODE Flows
Alexander Radovic, Jiawei He, Janahan Ramanan, Marcus A Brubaker, Andreas Lehrmann
- Published: 15 Jun 2021, Last Modified: 05 May 2023
- INNF+ 2021 poster
- Readers: Everyone
Lifelong GAN: Continual Learning for Conditional Image Generation
Mengyao Zhai, Lei Chen, Frederick Tung, Jiawei He, Megha Nawhal, Greg Mori
- 10 May 2021 (modified: 10 May 2021)
- OpenReview Archive Direct Upload
- Readers: Everyone
A Variational Auto-Encoder Model for Stochastic Point Processes.
Nazanin Mehrasa, Akash Abdu Jyothi, Thibaut Durand, Jiawei He, Leonid Sigal, Greg Mori
- 2019 (modified: 10 Nov 2022)
- CVPR2019
- Readers: Everyone

View all 11 publications

Co-Authors

View all 27 co-authors