Yuewen Sun

6 papers at tracked venues · 6 at CORE A* · active 2024–2025

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Venues

NeurIPS ×3 AAAI ×1 ICLR ×1 ICML ×1

Frequent coauthors

Kun Zhang

×6

Guangyi Chen

×3

Biwei Huang

×3

Zijian Li

×2

Yifan Shen

×2

Xinshuai Dong

×2

Songyao Jin

×2

Roberto Legaspi

×2

Peter Spirtes

×2

Lingjing Kong

×1

Loka Li

×1

Gongxu Luo

×1

Papers

Causal Representation Learning from Multimodal Biomedical Observations
ICLR 2025 · Yuewen Sun,
Lingjing Kong
,
Guangyi Chen
,
Loka Li
,
Gongxu Luo
,
Zijian Li
,
Yixuan Zhang
,
Yujia Zheng
,
Mengyue Yang
,
Petar Stojanov
,
Eran Segal
,
Eric P. Xing
,
Kun Zhang
Towards Identifiability of Hierarchical Temporal Causal Representation Learning
NeurIPS 2025 ·
Zijian Li
,
Minghao Fu
,
Junxian Huang
,
Yifan Shen
,
Ruichu Cai
, Yuewen Sun,
Guangyi Chen
,
Kun Zhang
ACAMDA: Improving Data Efficiency in Reinforcement Learning through Guided Counterfactual Data Augmentation
AAAI 2024 · Yuewen Sun,
Erli Wang
,
Biwei Huang
,
Chaochao Lu
,
Lu Feng
,
Changyin Sun
,
Kun Zhang
CaRiNG: Learning Temporal Causal Representation under Non-Invertible Generation Process
ICML 2024 ·
Guangyi Chen
,
Yifan Shen
,
Zhenhao Chen
,
Xiangchen Song
, Yuewen Sun,
Weiran Yao
,
Xiao Liu
,
Kun Zhang
Identifying Latent State-Transition Processes for Individualized Reinforcement Learning
NeurIPS 2024 · Yuewen Sun,
Biwei Huang
,
Yu Yao
,
Donghuo Zeng
,
Xinshuai Dong
,
Songyao Jin
,
Boyang Sun
,
Roberto Legaspi
,
Kazushi Ikeda
,
Peter Spirtes
,
Kun Zhang
On the Parameter Identifiability of Partially Observed Linear Causal Models
NeurIPS 2024 ·
Xinshuai Dong
,
Ignavier Ng
,
Biwei Huang
, Yuewen Sun,
Songyao Jin
,
Roberto Legaspi
,
Peter Spirtes
,
Kun Zhang