Jianpeng Cheng

Staff Research Scientist, Meta

Joined

March 2019

Names

Jianpeng Cheng (Preferred)

Emails

****@gmail.com (Confirmed)

,

****@ed.ac.uk (Confirmed)

Personal Links

Career & Education History

Staff Research Scientist

Meta (meta.com)

Present

Staff MLE

Apple (apple.com)

2019 – 2024

Advisors, Relations & Conflicts

PhD Advisor

2015 – 2019

Expertise

Multimodal LLM

Present

Publications

Think Then Embed: Generative Context Improves Multimodal Embedding
Xuanming Cui, Jianpeng Cheng, Hong-You Chen, Satya Narayan Shukla, Abhijeet Awasthi, Xichen Pan, Chaitanya Ahuja, Shlok Kumar Mishra, Taipeng Tian, Qi Guo, Ser-Nam Lim, Aashu Singh, Xiangjun Fan
- ICLR 2026 Poster
- Readers: Everyone
Effective and efficient conversation retrieval for dialogue state tracking with implicit text summaries
Jianpeng Cheng
- OpenReview Archive Direct Upload
- Readers: Everyone
Conversational Semantic Parsing for Dialog State Tracking
Jianpeng Cheng, Devang Agrawal, Hector Martinez Alonso, Shruti Bhargava, Joris Driesen, Federico Flego, Dain Kaplan, Dimitri Kartsaklis, Lin Li, Dhivya Piraviperumal, Hong Yu, Jason Williams, Diarmuid O Seaghdha, Anders Johannsen
- 06 Oct 2022 (modified: 06 Oct 2022)
- OpenReview Archive Direct Upload
- Readers: Everyone
A Generative Model for Joint Natural Language Understanding and Generation
Bo-Hsiang Tseng, Jianpeng Cheng, David Vandyke
- 14 Oct 2021
- OpenReview Archive Direct Upload
- Readers: Everyone

Co-Authors

View all 27 co-authors