Enhancing Natural Language Understanding in Large Language Models by Symbolic Representation. - Bingqian Li; Baiyang Song; Yi Zhou (KiL@KDD, 2024)

KALE-LM: Unleash The Power Of AI For Science Via Knowledge And Logic Enhanced Large Model. - Weichen Dai 002; Yezeng Chen; Zijie Dai; Zhijie Huang; Yubo Liu; Yixuan Pan; Baiyang Song; Chengli Zhong; Xinhe Li; Zeyu Wang; Zhuoying Feng; Yi Zhou (CoRR, 2024)

Grounded Chain-of-Thought for Multimodal Large Language Models. - Qiong Wu 012; Xiangcong Yang; Yiyi Zhou; Chenxin Fang; Baiyang Song; Xiaoshuai Sun; Rongrong Ji (CoRR, 2025)

Graph-empowered Text-to-SQL generation on Electronic Medical Records. - Qian Chen; Jun Peng; Baiyang Song; Yiyi Zhou; Rongrong Ji (Pattern Recognit., 2026)