Xiao-Wen Yang

According to our database, Xiao-Wen Yang authored at least 17 papers between 2024 and 2026.

Collaborative distances:

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

2026

Stabilizing Recurrent Dynamics for Test-Time Scalable Latent Reasoning in Looped Language Models.

Xiao-Wen Yang, Ziyu Han, Xi-Hua Zhang, Wen-Da Wei, Jie-Jing Shao, Lan-Zhe Guo, Yu-Feng Li

CoRR, May, 2026

Programmatic Context Augmentation for LLM-based Symbolic Regression.

Hao Liu, Xiao-Wen Yang, Atharva Sehgal, Yixin Wang, Lan-Zhe Guo, Yu-Feng Li, Yisong Yue

CoRR, May, 2026

Thinking with Tables: Enhancing Multi-Modal Tabular Understanding via Neuro-Symbolic Reasoning.

Kun-Yang Yu, Zhi Zhou, Shi-Yu Tian, Xiao-Wen Yang, Zi-Yi Jia, Ming Yang, Zi-Jian Cheng, Lan-Zhe Guo, Yufeng Li

CoRR, March, 2026

Hindsight Credit Assignment for Long-Horizon LLM Agents.

Hui-Ze Tan, Xiao-Wen Yang, Hao Chen, Jie-Jing Shao, Yi Wen, Yuteng Shen, Weihong Luo, Xiku Du, Lan-Zhe Guo, Yu-Feng Li

CoRR, March, 2026

Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models.

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

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training.

Hong-Jie You, Jie-Jing Shao, Xiao-Wen Yang, Lin-Han Jia, Lan-Zhe Guo, Yu-Feng Li

CoRR, December, 2025

FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory.

Xiao-Wen Yang, Zihao Zhang, Jianuo Cao, Zhi Zhou, Zenan Li, Lan-Zhe Guo, Yuan Yao, Taolue Chen, Yufeng Li, Xiaoxing Ma

CoRR, October, 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, Yufeng 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

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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 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

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 2025

Curriculum Abductive Learning for Mitigating Reasoning Shortcuts.

Wen-Da Wei, Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo

Proceedings of the Thirty-Fourth International Joint Conference on Artificial Intelligence, 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

AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking.

Dingchu Zhang, Xiaowen Zhang, Yue Fei, Renjun Hu, Xiao-Wen Yang, Zhi Zhou, Baixuan Li, Yu-Feng Li, Xing Shi, Wei Lin

Proceedings of the Findings of the Association for Computational Linguistics: EMNLP 2025, 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