Confusion State Induction and EEG-based Detection in Learning. - Yun Zhou 003; Tao Xu 008; Shiqian Li; Shaoqi Li (EMBC, 2018)

Guess or Not?: A Brain-Computer Interface Using EEG Signals for Revealing the Secret behind Scores. - Tao Xu 008; Yun Zhou 003; Yuhan Wang; Zichen Zhao; Shiqian Li (CHI Extended Abstracts, 2019)

A Semi-automatic Feature Fusion Model for EEG-based Emotion Recognition. - Gaotian Zhang; Shiqian Li; Jiabao Wang; Yun Zhou 003; Tao Xu 008 (M2VIP, 2021)

Auto-FERNet: A Facial Expression Recognition Network With Architecture Search. - Shiqian Li; Wei Li 188; Shiping Wen 001; Kaibo Shi; Yin Yang 001; Pan Zhou 001; Tingwen Huang (IEEE Trans. Netw. Sci. Eng., 2021)

On the Learning Mechanisms in Physical Reasoning. - Shiqian Li; Kewen Wu 004; Chi Zhang 017; Yixin Zhu 001 (NeurIPS, 2022)

Improving Spatial Visualization and Mental Rotation Using FORSpatial Through Shapes and Letters in Virtual Environment. - Yun Zhou 003; Tao Xu 008; Han Yang; Shiqian Li (IEEE Trans. Learn. Technol., 2022)

PersLEARN: Research Training through the Lens of Perspective Cultivation. - Yu-Zhe Shi; Shiqian Li; Xinyi Niu; Qiao Xu; Jiawen Liu; Yifan Xu; Shiyu Gu; Bingru He; Xinyang Li; Xinyu Zhao; Zijian Zhao; Yidong Lyu; et al. (ACL (demo), 2023)

I-PHYRE: Interactive Physical Reasoning. - Shiqian Li; Kewen Wu 004; Chi Zhang 017; Yixin Zhu 001 (ICLR, 2024)

GlobalTomo: A global dataset for physics-ML seismic wavefield modeling and FWI. - Shiqian Li; Zhi Li; Zhancun Mu; Shiji Xin; Zhixiang Dai; Kuangdai Leng; Ruihua Zhang; Xiaodong Song; Yixin Zhu (CoRR, 2024)

Neural Force Field: Learning Generalized Physical Representation from a Few Examples. - Shiqian Li; Ruihong Shen; Chi Zhang; Yixin Zhu (CoRR, 2025)

A simulation-heuristics dual-process model for intuitive physics. - Shiqian Li; Yuxi Ma; Jiajun Yan; Bo Dai 025; Yujia Peng; Chi Zhang 017; Yixin Zhu 001 (CoRR, 2025)