Xiao-Wen Yang

17 papers A* 5Journal 10Unranked 2
YearRankTypeTitle / Venue / Authors
2026 J jnl
Hindsight Credit Assignment for Long-Horizon LLM Agents.
CoRR
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
2026 A* conf
Step Back to Leap Forward: Self-Backtracking for Symbolic Reasoning and Planning in Language Models.
AAAI
Xiao-Wen Yang, Xuan-Yi Zhu, Dingchu Zhang, Wen-Da Wei, Jie-Jing Shao, Zhi Zhou, Lan-Zhe Guo, Yufeng Li
2026 J jnl
Thinking with Tables: Enhancing Multi-Modal Tabular Understanding via Neuro-Symbolic Reasoning.
CoRR
Kun-Yang Yu, Zhi Zhou, Shi-Yu Tian, Xiao-Wen Yang, Zi-Yi Jia, Ming Yang, Zi-Jian Cheng, Lan-Zhe Guo, Yufeng Li
2025 — conf
Abductive Learning for Neuro-Symbolic Grounded Imitation.
KDD (1)
Jie-Jing Shao, Hao-Ran Hao, Xiao-Wen Yang, Yu-Feng Li
2025 — conf
AutoEvolve: Automatically Evolving Queries for Applicable and Scalable Retrieval-Augmented Generation Benchmarking.
EMNLP (Findings)
Dingchu Zhang, Xiaowen Zhang, Yue Fei, Renjun Hu, Xiao-Wen Yang, Zhi Zhou, Baixuan Li, Yu-Feng Li, Xing Shi, Wei Lin
2025 A* conf
CARTS: Advancing Neural Theorem Proving with Diversified Tactic Calibration and Bias-Resistant Tree Search.
ICLR
Xiao-Wen Yang, Zhi Zhou, Haiming Wang, Aoxue Li, Wen-Da Wei, Hui Jin, Zhenguo Li, Yu-Feng Li
2025 A* conf
Curriculum Abductive Learning for Mitigating Reasoning Shortcuts.
IJCAI
Wen-Da Wei, Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo
2025 A* conf
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning.
IJCAI
Jia Zhang, Chen-Xi Zhang, Yao Liu, Yi-Xuan Jin, Xiao-Wen Yang, Bo Zheng, Yi Liu, Lan-Zhe Guo
2025 J jnl
D3: Diversity, Difficulty, and Dependability-Aware Data Selection for Sample-Efficient LLM Instruction Tuning.
CoRR
Jia Zhang, Chen-Xi Zhang, Yao Liu, Yi-Xuan Jin, Xiao-Wen Yang, Bo Zheng, Yi Liu, Lan-Zhe Guo
2025 J jnl
FormalML: A Benchmark for Evaluating Formal Subgoal Completion in Machine Learning Theory.
CoRR
Xiao-Wen Yang, Zihao Zhang, Jianuo Cao, Zhi Zhou, Zenan Li, Lan-Zhe Guo, Yuan Yao, Taolue Chen, Yufeng Li, Xiaoxing Ma
2025 J jnl
LawGPT: Knowledge-Guided Data Generation and Its Application to Legal LLM.
CoRR
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
2025 A* conf
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models.
IJCAI
Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li
2025 J jnl
Neuro-Symbolic Artificial Intelligence: Towards Improving the Reasoning Abilities of Large Language Models.
CoRR
Xiao-Wen Yang, Jie-Jing Shao, Lan-Zhe Guo, Bo-Wen Zhang, Zhi Zhou, Lin-Han Jia, Wang-Zhou Dai, Yufeng Li
2025 J jnl
Pianist Transformer: Towards Expressive Piano Performance Rendering via Scalable Self-Supervised Pre-Training.
CoRR
Hong-Jie You, Jie-Jing Shao, Xiao-Wen Yang, Lin-Han Jia, Lan-Zhe Guo, Yu-Feng Li
2025 J jnl
Step Back to Leap Forward: Self-Backtracking for Boosting Reasoning of Language Models.
CoRR
Xiao-Wen Yang, Xuan-Yi Zhu, Wen-Da Wei, Dingchu Zhang, Jie-Jing Shao, Zhi Zhou, Lan-Zhe Guo, Yufeng Li
2024 J jnl
ChinaTravel: A Real-World Benchmark for Language Agents in Chinese Travel Planning.
CoRR
Jie-Jing Shao, Xiao-Wen Yang, Bo-Wen Zhang, Baizhi Chen, Wen-Da Wei, Guohao Cai, Zhenhua Dong, Lan-Zhe Guo, Yu-Feng Li
2024 J jnl
Learning for Long-Horizon Planning via Neuro-Symbolic Abductive Imitation.
CoRR
Jie-Jing Shao, Hao-Ran Hao, Xiao-Wen Yang, Yu-Feng Li