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Zhenhuan Liu
Joined
April 2022
Names
Zhenhuan Liu
(Preferred)
,
Dennis Liu
Emails
****@vipl.ict.ac.cn
(Confirmed)
,
****@nvidia.com
(Confirmed)
Personal Links
Google Scholar
DBLP
LinkedIn
Semantic Scholar
Career & Education History
Researcher
NVIDIA
(nvidia.com)
2023
–
2025
MS student
ICT, Chinese Academy of Sciences
(ict.ac.cn)
2020
–
2023
Advisors, Relations & Conflicts
No relations added
Expertise
Image Generation
2020
–
Present
Distributed LLM Training
2023
–
2025
MoE models
2023
–
2025
Publications
MoE Parallel Folding: Heterogeneous Parallelism Mappings for Efficient Large-Scale MoE Model Training with Megatron Core
Dennis Liu
,
Zijie Yan
,
Xin Yao
,
Tong Liu
,
Vijay Korthikanti
,
Evan Wu
,
Shiqing Fan
,
Gao Deng
,
Hongxiao Bai
,
Jianbin Chang
,
Ashwath Aithal
,
Michael Andersch
,
Mohammad Shoeybi
,
Jiajie Yao
,
Chandler Zhou
,
David Wu
,
Xipeng Li
,
June Yang
CoRR 2025
Readers:
Everyone
Llama 3 Meets MoE: Efficient Upcycling
Aditya Vavre
,
Ethan He
,
Dennis Liu
,
Zijie Yan
,
June Yang
,
Nima Tajbakhsh
,
Ashwath Aithal
CoRR 2024
Readers:
Everyone
Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization
Zhenhuan Liu
,
Liang Li
,
Jiayu Xiao
,
Zheng-Jun Zha
,
Qingming Huang
ICCV 2023
Readers:
Everyone
Text-Driven Generative Domain Adaptation with Spectral Consistency Regularization
Zhenhuan Liu
,
Liang Li
,
Jiayu Xiao
,
Zhengjun Zhang
,
Qingming Huang
22 Sept 2022 (modified: 13 Feb 2023)
ICLR 2023 Conference Desk Rejected Submission
Readers:
Everyone
LS-GAN: Iterative Language-based Image Manipulation via Long and Short Term Consistency Reasoning
Gaoxiang Cong
,
Liang Li
,
Zhenhuan Liu
,
Yunbin Tu
,
Weijun Qin
,
Shenyuan Zhang
,
Chengang Yan
,
Wenyu Wang
,
Bin Jiang
2022 (modified: 04 Nov 2022)
ACM Multimedia 2022
Readers:
Everyone
Unsupervised Coherent Video Cartoonization with Perceptual Motion Consistency
Zhenhuan Liu
,
Liang Li
,
Huajie Jiang
,
Xin Jin
,
Dandan Tu
,
Shuhui Wang
,
Zheng-Jun Zha
Published: 01 Jan 2022, Last Modified: 11 May 2023
AAAI 2022
Readers:
Everyone
IR-GAN: Image Manipulation with Linguistic Instruction by Increment Reasoning
Zhenhuan Liu
,
Jincan Deng
,
Liang Li
,
Shaofei Cai
,
Qianqian Xu
,
Shuhui Wang
,
Qingming Huang
2020 (modified: 17 Nov 2022)
ACM Multimedia 2020
Readers:
Everyone
Co-Authors
Aditya Vavre
Ashwath Aithal
Bin Jiang
Chandler Zhou
Chengang Yan
Dandan Tu
David Wu
Ethan He
Evan Wu
Gao Deng
Gaoxiang Cong
Hongxiao Bai
Huajie Jiang
Jiajie Yao
Jianbin Chang
Jiayu Xiao
Jincan Deng
June Yang
Liang Li
Michael Andersch
Mohammad Shoeybi
Nima Tajbakhsh
Qianqian Xu
Qingming Huang
Shaofei Cai
View all 39 co-authors