Zhenliang Ni

Researcher, Huawei Technologies Ltd.

Joined

February 2020

Names

Zhenliang Ni (Preferred)

Zhen-Liang Ni

Emails

****@ia.ac.cn (Confirmed)

****@huawei.com (Confirmed)

****@qq.com (Confirmed)

****@outlook.com (Confirmed)

Personal Links

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – 2026

PhD student

Institute of automation, Chinese academy of science, Chinese Academy of Sciences (ia.ac.cn)

2017 – 2022

Advisors, Relations & Conflicts

Coworker

XinghaoChen

2022 – 2026

Expertise

distillation

2020 – Present

semantic segmentation

2017 – Present

Publications

Ada-MoGE: Adaptive Mixture of Gaussian Expert Model for Time Series Forecasting
Zhen-Liang Ni, Xiaowen Ma, Zhenkai Wu, Shuai Xiao, Han Shu, Xinghao Chen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Expert Merging: Model Merging with Unsupervised Expert Alignment and Importance-Guided Layer Chunking
Dengming Zhang, Xiaowen Ma, Zhen-Liang Ni, Zhenkai Wu, Han Shu, Xin Jiang, Xinghao Chen
- ICLR 2026 Poster
- Readers: Everyone
TimePro: Efficient Multivariate Long-term Time Series Forecasting with Variable- and Time-Aware Hyper-state
Xiaowen Ma, Zhen-Liang Ni, Shuai Xiao, Xinghao Chen
- ICML 2025 poster
- Readers: Everyone
GenVidBench: A Challenging Benchmark for Detecting AI-Generated Video
Zhen-Liang Ni, Qiangyu YAN, Tianning Yuan, Mouxiao Huang, Hailin Hu, Xinghao Chen, Yunhe Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
SSA-Seg: Semantic and Spatial Adaptive Pixel-level Classifier for Semantic Segmentation
Xiaowen Ma, Zhen-Liang Ni, Xinghao Chen
- NeurIPS 2024 poster
- Readers: Everyone
TR-GAN: Multi-Session Future MRI Prediction With Temporal Recurrent Generative Adversarial Network
Chen-Chen Fan, Liang Peng, Tian Wang, Hongjun Yang, Xiao-Hu Zhou, Zhen-Liang Ni, Guan'an Wang, Sheng Chen, Yan-Jie Zhou, Zeng-Guang Hou
- 2022 (modified: 04 Nov 2022)
- IEEE Trans. Medical Imaging 2022
- Readers: Everyone
A Dual-Stream Architecture for Real-Time Morphological Analysis of Aneurysm in Robot-Assisted Minimally Invasive Surgery
Yan-Jie Zhou, Shi-Qi Liu, Xiao-Liang Xie, Xiao-Hu Zhou, Zeng-Guang Hou, Rui-Qi Li, Zhen-Liang Ni, Chen-Chen Fan
- 2022 (modified: 04 Nov 2022)
- ICRA 2022
- Readers: Everyone
A Unified Framework for Multi-Guidewire Endpoint Localization in Fluoroscopy Images
Rui-Qi Li, Xiao-Liang Xie, Xiao-Hu Zhou, Shi-Qi Liu, Zhen-Liang Ni, Yan-Jie Zhou, Gui-Bin Bian, Zeng-Guang Hou
- 2022 (modified: 22 Nov 2022)
- IEEE Trans. Biomed. Eng. 2022
- Readers: Everyone
Space Squeeze Reasoning and Low-Rank Bilinear Feature Fusion for Surgical Image Segmentation
Zhen-Liang Ni, Gui-Bin Bian, Zhen Li, Xiao-Hu Zhou, Rui-Qi Li, Zeng-Guang Hou
- 2022 (modified: 22 Nov 2022)
- IEEE J. Biomed. Health Informatics 2022
- Readers: Everyone
SurgiNet: Pyramid Attention Aggregation and Class-wise Self-Distillation for Surgical Instrument Segmentation
Zhen-Liang Ni, Xiao-Hu Zhou, Guan'an Wang, Wen-Qian Yue, Zhen Li, Gui-Bin Bian, Zeng-Guang Hou
- 2022 (modified: 22 Nov 2022)
- Medical Image Anal. 2022
- Readers: Everyone

View all 25 publications

Co-Authors

View all 74 co-authors