Zhouhao Sun

According to our database, Zhouhao Sun authored at least 11 papers between 2023 and 2025.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2025

Self-Route: Automatic Mode Switching via Capability Estimation for Efficient Reasoning.

Yang He, Xiao Ding, Bibo Cai, Yufei Zhang, Kai Xiong, Zhouhao Sun, Bing Qin, Ting Liu

CoRR, May, 2025

Benchmarking and Pushing the Multi-Bias Elimination Boundary of LLMs via Causal Effect Estimation-guided Debiasing.

Zhouhao Sun, Zhiyuan Kan, Xiao Ding, Li Du, Yang Zhao, Bing Qin, Ting Liu

CoRR, May, 2025

UFO-RL: Uncertainty-Focused Optimization for Efficient Reinforcement Learning Data Selection.

Yang Zhao, Kai Xiong, Xiao Ding, Li Du, YangouOuyang, Zhouhao Sun, Jiannan Guan, Wenbin Zhang, Bin Liu, Dong Hu, Bing Qin, Ting Liu

CoRR, May, 2025

Information Gain-Guided Causal Intervention for Autonomous Debiasing Large Language Models.

Zhouhao Sun, Xiao Ding, Li Du, Yunpeng Xu, Yixuan Ma, Yang Zhao, Bing Qin, Ting Liu

CoRR, April, 2025

Beyond Similarity: A Gradient-based Graph Method for Instruction Tuning Data Selection.

Yang Zhao, Li Du, Xiao Ding, Yangou Ouyang, Hepeng Wang, Kai Xiong, Jinglong Gao, Zhouhao Sun, Dongliang Xu, Qing Yang, Dongchen Li, Bing Qin, Ting Liu

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

2024

Deciphering the lmpact of Pretraining Data on Large Language Models through Machine Unlearning.

Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Jun Shi, Ting Liu, Bing Qin

CoRR, 2024

Towards Generalizable and Faithful Logic Reasoning over Natural Language via Resolution Refutation.

Zhouhao Sun, Xiao Ding, Li Du, Bibo Cai, Jinglong Gao, Ting Liu, Bing Qin

Proceedings of the 2024 Joint International Conference on Computational Linguistics, 2024

Deciphering the Impact of Pretraining Data on Large Language Models through Machine Unlearning.

Yang Zhao, Li Du, Xiao Ding, Kai Xiong, Zhouhao Sun, Shi Jun, Ting Liu, Bing Qin

Proceedings of the Findings of the Association for Computational Linguistics, 2024

Causal-Guided Active Learning for Debiasing Large Language Models.

Zhouhao Sun, Li Du, Xiao Ding, Yixuan Ma, Yang Zhao, Kaitao Qiu, Ting Liu, Bing Qin

Proceedings of the 62nd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2024

2023

Towards Stable Natural Language Understanding via Information Entropy Guided Debiasing.

Li Du, Xiao Ding, Zhouhao Sun, Ting Liu, Bing Qin, Jingshuo Liu

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

Self-Supervised Logic Induction for Explainable Fuzzy Temporal Commonsense Reasoning.

Bibo Cai, Xiao Ding, Zhouhao Sun, Bing Qin, Ting Liu, Baojun Wang, Lifeng Shang

Proceedings of the Thirty-Seventh AAAI Conference on Artificial Intelligence, 2023