Qitong Gao

7 papers · 2022–2025 · 4 conferences · across top CS/AI conferences

Achievements

🌍 Conference Polyglot (4) 🌉 Interdisciplinary Bridge 🧭 Keyword Pioneer 🐣 Hot Topic Early Bird 🐝 Cross-Pollinator (15)

Conferences

ICLR (3) NIPS (2) AISTATS (1) IJCAI (1)

Top co-authors

Miroslav Pajic (7) Ge Gao (5) Min Chi (5) Xi Yang (3) Juncheng Dong (2) Vahid Tarokh (2) Song Ju (2) Chenyang Tao (1) Joshua David Amason (1) Lawrence Carin (1)

Keywords

off-policy evaluation (2) time series classification (1) multivariate time series (1) human feedback (1) state transition (1) latent space (1) personalized policy (1) electronic health record (1) pattern mining (1) off-policy selection (1) reward reconstruction (1) heterogeneous treatment (1) reinforcement learning (1) human-centric system (1)

Papers

Variational Adversarial Training Towards Policies with Improved Robustness AISTATS 2025

On Trajectory Augmentations for Off-Policy Evaluation ICLR 2024

Off-Policy Selection for Initiating Human-Centric Experimental Design NIPS 2024

Off-Policy Evaluation for Human Feedback NIPS 2023

Variational Latent Branching Model for Off-Policy Evaluation ICLR 2023

Gradient Importance Learning for Incomplete Observations ICLR 2022

A Reinforcement Learning-Informed Pattern Mining Framework for Multivariate Time Series Classification IJCAI 2022