Wanjun Zhong

Researcher, ByteDance Inc.

Joined

May 2021

Names

Wanjun Zhong (Preferred)

Emails

****@mail2.sysu.edu.cn (Confirmed)

Personal Links

Career & Education History

Researcher

ByteDance Inc. (bytedance.com)

2024 – Present

Researcher

Huawei Technologies Ltd. (huawei.com)

2023 – 2024

PhD student

SUN YAT-SEN UNIVERSITY (sysu.edu.cn)

2018 – 2023

Advisors, Relations & Conflicts

PhD Advisor

Jiahai Wang

2018 – 2023

PhD Advisor

Jian Yin

2018 – 2023

PhD Advisor

Ming Zhou

2018 – 2023

Expertise

Natural Language Processing

Present

Question Answering

Present

Machine Reasoning

Present

Publications

AdaCtrl: Towards Adaptive and Controllable Reasoning via Difficulty-Aware Budgeting
Shijue Huang, Hongru WANG, Wanjun Zhong, Zhaochen Su, Jiazhan Feng, Bowen Cao, Yi R. Fung
- Accepted by TMLR
- Readers: Everyone
ReTool: Reinforcement Learning for Strategic Tool Use in LLMs
Jiazhan Feng, Shijue Huang, Xingwei Qu, Ge Zhang, Yujia Qin, Baoquan Zhong, Chengquan Jiang, Jinxin Chi, Wanjun Zhong
- ICLR 2026 Poster
- Readers: Everyone
Teaching Language Model to Act Efficiently
Hongru WANG, Cheng Qian, Wanjun Zhong, Xiusi Chen, Jiahao Qiu, Shijue Huang, Bowen Jin, Kam-Fai Wong, Mengdi Wang, Heng Ji
- Submitted to ICLR 2026
- Readers: Everyone
Beyond Correctness: Evaluating Subjective Writing Preferences Across Cultures
Shuangshuang Ying, Yunwen Li, Xingwei Qu, Xin Li, Sheng Jin, Minghao Liu, Zhoufutu Wen, Xeron Du, Tianyu Zheng, Yichi Zhang, Letian Ni, Yuyang Cheng, Qiguang Chen, Jingzhe Ding, Shengda Long, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Libo Qin, Ge Zhang et al. (3 additional authors not shown)
- Submitted to ICLR 2026
- Readers: Everyone
COIG-Writer: A High-Quality Chinese Creative Writing with Thought Process Dataset
Yunwen Li, Shuangshuang Ying, Xingwei Qu, Xin Li, Sheng Jin, Minghao Liu, Zhoufutu Wen, Tianyu Zheng, Xeron Du, Qiguang Chen, Jiajun Shi, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Libo Qin, Ge Zhang, Wenhao Huang, Wanxiang Che, Chenghua Lin
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Reverse-Engineered Reasoning for Open-Ended Generation
Haozhe Wang, Haoran Que, Qixin Xu, Minghao Liu, Wangchunshu Zhou, Jiazhan Feng, Wanjun Zhong, Wei Ye, Tong Yang, Wenhao Huang, Ge Zhang, Fangzhen Lin
- ICLR 2026 Poster
- Readers: Everyone
Acting Less is Reasoning More! Teaching Language Model to Act Efficiently
Hongru WANG, Cheng Qian, Wanjun Zhong, Xiusi Chen, Jiahao Qiu, Shijue Huang, Bowen Jin, Mengdi Wang, Kam-Fai Wong, Heng Ji
- LAW
- Readers: Everyone
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tianyu Zheng, Minghao Liu, Xinyao Niu, Yue Wang, Jian Yang, Jiaheng Liu, Wanjun Zhong, Wangchunshu Zhou, Stephen Huang, Ge Zhang
- DL4C @ ICLR 2025
- 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
AutoKaggle: A Multi-Agent Framework for Autonomous Data Science Competitions
Ziming Li, Qianbo Zang, David Ma, Jiawei Guo, Tianyu Zheng, minghao liu, Xinyao Niu, Xiang Yue, Yue Wang, Jian Yang, Jiaheng Liu, Wanjun Zhong, Wangchunshu Zhou, Wenhao Huang, Ge Zhang
- Submitted to ICLR 2025
- Readers: Everyone

View all 77 publications

Co-Authors

View all 184 co-authors