CTRLStruct: Dialogue Structure Learning for Open-Domain Response Generation. - Congchi Yin; Piji Li; Zhaochun Ren (WWW, 2023)

Data Contamination Issues in Brain-to-Text Decoding. - Congchi Yin; Qian Yu; Zhiwei Fang; Jie He 005; Changping Peng; Zhangang Lin; Jingping Shao; Piji Li (CoRR, 2023)

Decoding the Echoes of Vision from fMRI: Memory Disentangling for Past Semantic Information. - Runze Xia; Congchi Yin; Piji Li (EMNLP, 2024)

Language Reconstruction with Brain Predictive Coding from fMRI Data. - Congchi Yin; Ziyi Ye; Piji Li (CoRR, 2024)

MDD-5k: A New Diagnostic Conversation Dataset for Mental Disorders Synthesized via Neuro-Symbolic LLM Agents. - Congchi Yin; Feng Li; Shu Zhang; Zike Wang; Jun Shao; Piji Li; Jianhua Chen; Xun Jiang (AAAI, 2025)

Improve Language Model and Brain Alignment via Associative Memory. - Congchi Yin; Yongpeng Zhang; Xuyun Wen; Piji Li (ACL (Findings), 2025)

Improving Brain-to-Image Reconstruction via Fine-Grained Text Bridging. - Runze Xia; Shuo Feng; Renzhi Wang; Congchi Yin; Xuyun Wen; Piji Li (CoRR, 2025)