Chang Zhou

Joined

August 2019

Names

Chang Zhou (Preferred)

Emails

****@alibaba-inc.com (Confirmed)

****@gmail.com (Confirmed)

Personal Links

Google Scholar

Career & Education History

Researcher

EECS, Alibaba Group (alibaba-inc.com)

2017 – 2024

PhD student

Peking University (pku.edu.cn)

2012 – 2017

Advisors, Relations & Conflicts

No relations added

Expertise

image caption

video understanding

text-to-image

diffusion model

2021 – 2022

multi-modal

multi-task pretraining

2020 – 2022

representation learning

2017 – 2022

Publications

Self-play with Execution Feedback: Improving Instruction-following Capabilities of Large Language Models
Guanting Dong, Keming Lu, Chengpeng Li, Tingyu Xia, Bowen Yu, Chang Zhou, Jingren Zhou
- ICLR 2025 Spotlight
- Readers: Everyone
Training-Free Long-Context Scaling of Large Language Models
Chenxin An, Fei Huang, Jun Zhang, Shansan Gong, Xipeng Qiu, Chang Zhou, Lingpeng Kong
- ICML 2024 Poster
- Readers: Everyone
TransHuman: A Transformer-based Human Representation for Generalizable Neural Human Rendering
Xiao Pan, Zongxin Yang, Jianxin Ma, Chang Zhou, Yi Yang
- ICCV 2023
- Readers: Everyone
#InsTag: Instruction Tagging for Analyzing Supervised Fine-tuning of Large Language Models
Keming Lu, Hongyi Yuan, Zheng Yuan, Runji Lin, Junyang Lin, Chuanqi Tan, Chang Zhou, Jingren Zhou
- Instruction Workshop @ NeurIPS 2023
- Readers: Everyone
OFASys: A Multi-Modal Multi-Task Learning System for Building Generalist Models
Jinze Bai, Rui Men, Yang Hao, Xuancheng Ren, Kai Dang, Yichang Zhang, Xiaohuan Zhou, Peng Wang, Sinan Tan, An Yang, Zeyu Cui, Yu Han, Shuai Bai, Wenbin Ge, Jianxin Ma, Junyang Lin, Jingren Zhou, Chang Zhou
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
Query and Response Augmentation Cannot Help Out-of-domain Math Reasoning Generalization
Chengpeng Li, Zheng Yuan, Hongyi Yuan, Guanting Dong, Keming Lu, Jiancan Wu, Chuanqi Tan, Xiang Wang, Chang Zhou
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
How Abilities in Large Language Models are Affected by Supervised Fine-tuning Data Composition
Guanting Dong, Hongyi Yuan, Keming Lu, Chengpeng Li, Mingfeng Xue, Dayiheng Liu, Wei Wang, Zheng Yuan, Chang Zhou, Jingren Zhou
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
ONE-PEACE: Exploring One General Representation Model Toward Unlimited Modalities
Peng Wang, Shijie Wang, Junyang Lin, Shuai Bai, Xiaohuan Zhou, Jingren Zhou, Xinggang Wang, Chang Zhou
- Submitted to ICLR 2024
- Readers: Everyone
LAURAGPT: LISTEN, ATTEND, UNDERSTAND, AND REGENERATE AUDIO WITH GPT
Jiaming Wang, Zhihao Du, Qian Chen, Yunfei Chu, Zhifu Gao, Zerui Li, Kai Hu, Xiaohuan Zhou, Jin Xu, Ziyang Ma, Wen Wang, Siqi Zheng, Chang Zhou, Zhijie Yan, ShiLiang Zhang
- Submitted to ICLR 2024
- Readers: Everyone
OccuQuest: Mitigating Occupational Bias for Inclusive Large Language Models
Mingfeng Xue, Dayiheng Liu, Kexin Yang, Guanting Dong, Wenqiang Lei, Zheng Yuan, Chang Zhou, Jingren Zhou
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone

View all 20 publications

Co-Authors

View all 85 co-authors