Lujia Pan

Researcher, Noah's Ark Lab, Huawei Technologies Ltd.

Joined

May 2021

Names

Lujia Pan (Preferred)

Emails

****@huawei.com (Confirmed)

Personal Links

DBLP

ORCID

Career & Education History

Researcher

Noah's Ark Lab, Huawei Technologies Ltd. (huawei.com)

2007 – Present

Advisors, Relations & Conflicts

Coauthor

Zhongwen Rao

Present

PhD Advisor

Pinghui Wang

2017 – 2023

Expertise

No areas of expertise listed

Publications

Bridging the Fine-Tuning Gap in Time Series Classification with Synthetic Data and Inference Strategies
Vasilii Feofanov, Songkang Wen, Lujia Pan, Jianfeng Zhang, Ievgen Redko
- ICLR 2026 TSALM Workshop Poster
- Readers: Everyone
FACTS: A Future-Aided Causal Teacher-Student Framework for Multimodal Time Series Forecasting
Jialiang Tang, Chen Gong, Lujia Pan, Dacheng Tao
- Submitted to ICLR 2026
- Readers: Everyone
CC-Time: Cross-Model and Cross-Modality Time Series Forecasting
Peng Chen, Yihang Wang, Yang Shu, Yunyao Cheng, Kai Zhao, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo
- Submitted to ICLR 2026
- Readers: Everyone
Battery Fault: A Comprehensive Dataset and Benchmark for Battery Fault Diagnosis
Qingdi Liu, Yan Fu, Lishuo LIU, Yanke LIN, Jin Xin, Jianfeng Zhang, Cheng Hao Liu, Lujia Pan, Dongxu Guo, Yuejiu Zheng, Qiang Li
- ICLR 2026 Poster
- Readers: Everyone
CoRA: Boosting Time Series Foundation Models for Multivariate Forecasting through Correlation-aware Adapter
Hanyin Cheng, Xingjian Wu, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo
- ICLR 2026 Poster
- Readers: Everyone
MMPD: Diverse Time Series Forecasting via Multi-Mode Patch Diffusion Loss
Yunhao Zhang, Wenyao Hu, Jiale Zheng, Lujia Pan, Junchi Yan
- ICLR 2026 Poster
- Readers: Everyone
Fusing Deep Neural Networks with Multi-PDE Solvers: An Enhanced Approach to Battery Modeling
Qinshuo Liu, Lishuo LIU, Jianfeng Zhang, Lujia Pan, Guodong Li
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Mantis: Lightweight Calibrated Foundation Model for User-Friendly Time Series Classification
Vasilii Feofanov, Marius Alonso, Songkang Wen, Romain Ilbert, Hongbo Guo, Malik Tiomoko, Lujia Pan, Jianfeng Zhang, Ievgen Redko
- FMSD @ ICML 2025
- Readers: Everyone
Towards a General Time Series Forecasting Model with Unified Representation and Adaptive Transfer
Yihang Wang, Yuying Qiu, Peng Chen, Kai Zhao, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo
- ICML 2025 poster
- Readers: Everyone
LightGTS: A Lightweight General Time Series Forecasting Model
Yihang Wang, Yuying Qiu, Peng Chen, Yang Shu, Zhongwen Rao, Lujia Pan, Bin Yang, Chenjuan Guo
- ICML 2025 poster
- Readers: Everyone

View all 17 publications

Co-Authors

View all 58 co-authors