Ziyi Yang

Principal Researcher, Databricks

Joined

September 2018

Names

Ziyi Yang (Preferred)

Emails

****@stanford.edu (Confirmed)

****@qq.com (Confirmed)

****@gmail.com (Confirmed)

****@microsoft.com (Confirmed)

Personal Links

Google Scholar

Semantic Scholar

Career & Education History

Principal Researcher

Databricks (databricks.com)

2025 – Present

Principal Researcher

Microsoft (microsoft.com)

2021 – 2024

PhD

Stanford University (stanford.edu)

2016 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

Multimodal

Present

Large Language Model

Present

Post-training

Present

Publications

Segmenting Text and Learning Their Rewards for Improved RLHF in Language Model
Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Hassan Awadalla, Weizhu Chen, Mingyuan Zhou
- Accepted by TMLR
- Readers: Everyone
Scaling Laws of Synthetic Data for Language Model
Zeyu Qin, Qingxiu Dong, Xingxing Zhang, Li Dong, Xiaolong Huang, Ziyi Yang, MAHMOUD KHADEMI, Dongdong Zhang, Hany Hassan Awadalla, Yi R. Fung, Weizhu Chen, Minhao Cheng, Furu Wei
- COLM 2025
- Readers: Everyone
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
- Accepted by TMLR
- Readers: Everyone
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Han Zhong, Zhihan Liu, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Segmenting Text and Learning Their Rewards for Improved RLHF in Language Models
Yueqin Yin, Shentao Yang, Yujia Xie, Ziyi Yang, Yuting Sun, Hany Hassan Awadalla, Weizhu Chen, Mingyuan Zhou
- Submitted to ICLR 2025
- Readers: Everyone
Self-Exploring Language Models: Active Preference Elicitation for Online Alignment
Shenao Zhang, Donghan Yu, Hiteshi Sharma, Ziyi Yang, Shuohang Wang, Hany Hassan Awadalla, Zhaoran Wang
- AutoRL@ICML 2024
- Readers: Everyone
See What LLMs Cannot Answer: A Self-Challenge Framework for Uncovering LLM Weaknesses
Yulong Chen, Yang Liu, Jianhao Yan, Xuefeng Bai, Ming Zhong, Yinghao Yang, Ziyi Yang, Chenguang Zhu, Yue Zhang
- COLM
- Readers: Everyone
Soft Convex Quantization: Revisiting Vector Quantization with Convex Optimization
Tanmay Gautam, Reid Pryzant, Ziyi Yang, Chenguang Zhu, Somayeh Sojoudi
- ICLR 2024 Conference Withdrawn Submission
- Readers: Everyone
MM-Reasoner: A Multi-Modal Knowledge-Aware Framework for Knowledge-Based Visual Question Answering
MAHMOUD KHADEMI, Ziyi Yang, Felipe Vieira Frujeri, Chenguang Zhu
- EMNLP 2023 Findings
- Readers: Everyone
Any-to-Any Generation via Composable Diffusion
Zineng Tang, Ziyi Yang, Chenguang Zhu, Michael Zeng, Mohit Bansal
- NeurIPS 2023 poster
- Readers: Everyone

View all 25 publications

Co-Authors

View all 65 co-authors