Zhen Liu

7 papers at tracked venues · 7 at CORE A* · active 2024–2026

DBLP profile ↗ORCID search ↗

Venues

ICML ×3 AAAI ×2 ACL ×1 NeurIPS ×1

Frequent coauthors

Qianli Ma

×7

Yicheng Luo

×5

Junhao Zheng

×4

Boyuan Li

×3

Emadeldeen Eldele

×2

Min Wu

×2

Yucheng Wang

×1

Bowen Zhang

×1

Jianming Lv

×1

Wenbin Pei

×1

Disen Lan

×1

Shengjie Qiu

×1

Papers

A Unified Shape-Aware Foundation Model for Time Series Classification
AAAI 2026 · Zhen Liu,
Yucheng Wang
,
Boyuan Li
,
Junhao Zheng
,
Emadeldeen Eldele
,
Min Wu
,
Qianli Ma
Hi-Patch: Hierarchical Patch GNN for Irregular Multivariate Time Series
ICML 2025 ·
Yicheng Luo
,
Bowen Zhang
, Zhen Liu,
Qianli Ma
HyperIMTS: Hypergraph Neural Network for Irregular Multivariate Time Series Forecasting
ICML 2025 ·
Boyuan Li
,
Yicheng Luo
, Zhen Liu,
Junhao Zheng
,
Jianming Lv
,
Qianli Ma
Learning Soft Sparse Shapes for Efficient Time-Series Classification
ICML 2025 · Zhen Liu,
Yicheng Luo
,
Boyuan Li
,
Emadeldeen Eldele
,
Min Wu
,
Qianli Ma
Diffusion Language-Shapelets for Semi-supervised Time-Series Classification
AAAI 2024 · Zhen Liu,
Wenbin Pei
,
Disen Lan
,
Qianli Ma
Incremental Sequence Labeling: A Tale of Two Shifts
ACL 2024 ·
Shengjie Qiu
,
Junhao Zheng
, Zhen Liu,
Yicheng Luo
,
Qianli Ma
Knowledge-Empowered Dynamic Graph Network for Irregularly Sampled Medical Time Series
NeurIPS 2024 ·
Yicheng Luo
, Zhen Liu,
Linghao Wang
,
Binquan Wu
,
Junhao Zheng
,
Qianli Ma