Deng Cai

Research Scientist, ByteDance Seed

Joined

November 2017

Names

Deng Cai

Emails

****@gmail.com (Confirmed)

****@se.cuhk.edu.hk (Confirmed)

Personal Links

Career & Education History

Research Scientist

ByteDance Seed (bytedance.com)

2024 – Present

Researcher

Tencent AI Lab (tencent.com)

2022 – 2024

PhD student

The Chinese University of Hong Kong (cuhk.edu.hk)

2018 – 2022

MS student

Shanghai Jiao Tong University (sjtu.edu.cn)

2015 – 2018

Advisors, Relations & Conflicts

PhD Advisor

Wai Lam

2018 – 2022

Expertise

Natural Language Processing

Present

Large Language Models

Present

Publications

THE END OF MANUAL DECODING: TOWARDS TRULY END-TO-END LANGUAGE MODELS
Zhichao Wang, Dongyang Ma, Xinting Huang, Deng Cai, Tian Lan, Jiahao Xu, Haitao Mi, Xiaoying Tang, Yan Wang
- ICLR 2026 Poster
- Readers: Everyone
Self-Reasoning Language Models: Unfold Hidden Reasoning Chains with Few Reasoning Catalyst
Hongru WANG, Deng Cai, Wanjun Zhong, Shijue Huang, Jeff Z. Pan, Zeming Liu, Kam-Fai Wong
- Reasoning and Planning for LLMs @ ICLR2025
- Readers: Everyone
A Survey on the Honesty of Large Language Models
Siheng Li, Cheng Yang, Taiqiang Wu, Chufan Shi, Yuji Zhang, Xinyu Zhu, Zesen Cheng, Deng Cai, Mo Yu, Lemao Liu, Jie Zhou, Yujiu Yang, Ngai Wong, Xixin Wu, Wai Lam
- Accepted by TMLR
- Readers: Everyone
Let Large Language Models Find the Data to Train Themselves
Fanqi Wan, Deng Cai, Shijue Huang, Xiaojun Quan, Mingxuan Wang
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
ChartMimic: Evaluating LMM's Cross-Modal Reasoning Capability via Chart-to-Code Generation
Cheng Yang, Chufan Shi, Yaxin Liu, Bo Shui, Junjie Wang, Mohan Jing, Linran XU, Xinyu Zhu, Siheng Li, Yuxiang Zhang, Gongye Liu, Xiaomei Nie, Deng Cai, Yujiu Yang
- ICLR 2025 Poster
- Readers: Everyone
GLBench: A Comprehensive Benchmark for Graph with Large Language Models
Yuhan Li, Peisong Wang, Xiao Zhu, Aochuan Chen, Haiyun Jiang, Deng Cai, Victor Wai Kin Chan, Jia Li
- NeurIPS 2024 Track Datasets and Benchmarks Poster
- Readers: Everyone
On the Worst Prompt Performance of Large Language Models
Bowen Cao, Deng Cai, Zhisong Zhang, Yuexian Zou, Wai Lam
- NeurIPS 2024 poster
- Readers: Everyone
StrategyLLM: Large Language Models as Strategy Generators, Executors, Optimizers, and Evaluators for Problem Solving
Chang Gao, Haiyun Jiang, Deng Cai, Shuming Shi, Wai Lam
- NeurIPS 2024 poster
- Readers: Everyone
Unchosen Experts Can Contribute Too: Unleashing MoE Models’ Power by Self-Contrast
Chufan Shi, Cheng Yang, Xinyu Zhu, Jiahao Wang, Taiqiang Wu, Siheng Li, Deng Cai, Yujiu Yang, Yu Meng
- NeurIPS 2024 poster
- Readers: Everyone
GPT4Video: A Unified Multimodal Large Language Model for lnstruction-Followed Understanding and Safety-Aware Generation
Zhanyu Wang, Longyue Wang, Zhen Zhao, Minghao Wu, Chenyang Lyu, Huayang Li, Deng Cai, Luping Zhou, Shuming Shi, Zhaopeng Tu
- MM2024 Oral
- Readers: Everyone

View all 76 publications

Co-Authors

View all 144 co-authors