Xiao-Wen Yang

According to our database, Xiao-Wen Yang authored at least 8 papers between 2024 and 2025.

Collaborative distances:

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

2025

Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models.

Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li

CoRR, August, 2025

D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning.

Jia Zhang, Chen-Xi Zhang, Yao Liu, Yi-Xuan Jin, Xiao-Wen Yang, Bo Zheng, Yi Liu, Lan-Zhe Guo

CoRR, March, 2025

LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM.

Zhi Zhou, Kun-Yang Yu, Shi-Yu Tian, Xiao-Wen Yang, Jiang-Xin Shi, Peng-Xiao Song, Yi-Xuan Jin, Lan-Zhe Guo, Yu-Feng Li

CoRR, February, 2025

Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models.

Xiao-Wen Yang, Xuan-Yi Zhu, Wen-Da Wei, Dingchu Zhang, Jie-Jing Shao, Zhi Zhou, Lan-Zhe Guo, Yufeng Li

CoRR, February, 2025

Abductive Learning for Neuro-Symbolic Grounded Imitation.

Jie-Jing Shao, Hao-Ran Hao, Xiao-Wen Yang, Yu-Feng Li

Proceedings of the 31st ACM SIGKDD Conference on Knowledge Discovery and Data Mining, V.1, 2025

CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search.

Xiao-Wen Yang, Zhi Zhou, Haiming Wang, Aoxue Li, Wen-Da Wei, Hui Jin, Zhenguo Li, Yu-Feng Li

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

ChinaTravel: A Real-World Benchmark for Language Agents in Chinese Travel Planning.

Jie-Jing Shao, Xiao-Wen Yang, Bo-Wen Zhang, Baizhi Chen, Wen-Da Wei, Guohao Cai, Zhenhua Dong, Lan-Zhe Guo, Yu-feng Li

CoRR, 2024

Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation.

Jie-Jing Shao, Hao-Ran Hao, Xiao-Wen Yang, Yu-Feng Li

CoRR, 2024