Huawen Feng

PhD student, South China University of Technology

Joined

May 2021

Names

Huawen Feng (Preferred)

Emails

****@qq.com (Confirmed)

Personal Links

Career & Education History

PhD student

South China University of Technology (scut.edu.cn)

2022 – 2026

MS student

South China University of Technology (scut.edu.cn)

2021 – 2022

Undergrad student

South China University of Technology (scut.edu.cn)

2017 – 2021

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

Generative Adversarial Optimization: Dual-Reward Reinforcement Learning for Mathematics Reasoning
Shaowei Zhang, Huawen Feng, Qianli Ma
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
AgentMath: Empowering Mathematical Reasoning for Large Language Models via Tool-Augmented Agent
Haipeng Luo, Huawen Feng, Qingfeng Sun, Can Xu, Kai Zheng, Yufei Wang, TAO YANG, Han Hu, Yansong Tang
- ICLR 2026 Poster
- Readers: Everyone
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
Huawen Feng, Zekun Yao, Junhao Zheng, Qianli Ma
- ICLR 2025
- Readers: Everyone
Training Large Language Models for Retrieval-Augmented Question Answering through Backtracking Correction
Huawen Feng, ZekunYao, Junhao Zheng, Qianli Ma
- ICLR 2025 Poster
- Readers: Everyone
Self-Adaptive Reconstruction with Contrastive Learning for Unsupervised Sentence Embeddings
Junlong Liu, Xichen Shang, Huawen Feng, Junhao Zheng, Qianli Ma
- CoRR 2024
- Readers: Everyone
Balancing the Causal Effects in Class-Incremental Learning
Junhao Zheng, Ruiyan Wang, Chongzhi Zhang, Huawen Feng, Qianli Ma
- CoRR 2024
- Readers: Everyone
WarriorCoder: Learning from Expert Battles to Augment Code Large Language Models
Huawen Feng, Pu Zhao, Qingfeng Sun, Can Xu, Fangkai Yang, Lu Wang, Qianli Ma, Qingwei Lin, Saravan Rajmohan, Dongmei Zhang, Qi Zhang
- CoRR 2024
- Readers: Everyone
Improving Factual Consistency of News Summarization by Contrastive Preference Optimization
Huawen Feng, Yan Fan, Xiong Liu, Ting-En Lin, Zekun Yao, Yuchuan Wu, Fei Huang, Yongbin Li, Qianli Ma
- EMNLP (Findings) 2024
- Readers: Everyone
Well Begun Is Half Done: An Implicitly Augmented Generative Framework with Distribution Modification for Hierarchical Text Classification
Huawen Feng, Jingsong Yan, Junlong Liu, Junhao Zheng, Qianli Ma
- LREC/COLING 2024
- Readers: Everyone
Beyond Anti-Forgetting: Multimodal Continual Instruction Tuning with Positive Forward Transfer
Junhao Zheng, Qianli Ma, Zhen Liu, Binquan Wu, Huawen Feng
- Published: 01 Jan 2024, Last Modified: 06 Feb 2024
- CoRR 2024
- Readers: Everyone

View all 19 publications

Co-Authors

View all 38 co-authors