Cheng Fu

Instructor, Alibaba Group

Joined

February 2024

Names

Cheng Fu (Preferred)

,

ChengFu

,

Yingcheng Shi

Emails

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

Personal Links

Career & Education History

Instructor

Alibaba Group (alibaba-inc.com)

2022 – 2026

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

SoLoPO: Unlocking Long-Context Capabilities in LLMs via Short-to-Long Preference Optimization
Huashan Sun, Shengyi Liao, Yansen Han, Yu Bai, Yang Gao, Cheng Fu, Weizhou Shen, Fanqi Wan, Ming Yan, Ji Zhang, Fei Huang
- ICLR 2026 Poster
- Readers: Everyone
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, ChengFu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li
- NeurIPS 2024 poster
- Readers: Everyone
Leave No Document Behind: Benchmarking Long-Context LLMs with Extended Multi-Doc QA
Minzheng Wang, Longze Chen, Cheng Fu, Shengyi Liao, Xinghua Zhang, Bingli Wu, Haiyang Yu, Nan Xu, Lei Zhang, Run Luo, Yunshui Li, Min Yang, Fei Huang, Yongbin Li
- CoRR 2024
- Readers: Everyone
IOPO: Empowering LLMs with Complex Instruction Following via Input-Output Preference Optimization
Xinghua Zhang, Haiyang Yu, Cheng Fu, Fei Huang, Yongbin Li
- CoRR 2024
- Readers: Everyone
Self-Retrieval: End-to-End Information Retrieval with One Large Language Model
Qiaoyu Tang, Jiawei Chen, Zhuoqun Li, Bowen Yu, Yaojie Lu, Cheng Fu, Haiyang Yu, Hongyu Lin, Fei Huang, Ben He, Xianpei Han, Le Sun, Yongbin Li
- NeurIPS 2024
- Readers: Everyone
Unified Language Representation for Question Answering over Text, Tables, and Images
Bowen Yu, Cheng Fu, Haiyang Yu, Fei Huang, Yongbin Li
- Published: 01 Jan 2023, Last Modified: 05 Oct 2023
- ACL (Findings) 2023
- Readers: Everyone
Coarse-To-Fine Knowledge Selection for Document Grounded Dialogs
Yeqin Zhang, Haomin Fu, Cheng Fu, Haiyang Yu, Yongbin Li, Cam-Tu Nguyen
- Published: 01 Jan 2023, Last Modified: 08 Dec 2023
- ICASSP 2023
- Readers: Everyone
Layout-Aware Information Extraction for Document-Grounded Dialogue: Dataset, Method and Demonstration
Zhenyu Zhang, Bowen Yu, Haiyang Yu, Tingwen Liu, Cheng Fu, Jingyang Li, Chengguang Tang, Jian Sun, Yongbin Li
- 2022 (modified: 20 Jan 2023)
- ACM Multimedia 2022
- Readers: Everyone

Co-Authors

View all 38 co-authors