On the Promises and Challenges of Multimodal Foundation Models for Geographical, Environmental, Agricultural, and Urban Planning Applications. - Chenjiao Tan; Qian Cao; Yiwei Li 002; Jielu Zhang; Xiao Yang; Huaqin Zhao; Zihao Wu 001; Zhengliang Liu; Hao Yang 018; Nemin Wu; Tao Tang; Xinyue Ye; et al. (CoRR, 2023)

Large Language Models for Robotics: Opportunities, Challenges, and Perspectives. - Jiaqi Wang 010; Zihao Wu 001; Yiwei Li 002; Hanqi Jiang; Peng Shu; Enze Shi; Huawen Hu; Chong Ma; Yiheng Liu; Xuhui Wang; Yincheng Yao; Xuan Liu; et al. (CoRR, 2024)

Revolutionizing Finance with LLMs: An Overview of Applications and Insights. - Huaqin Zhao; Zhengliang Liu; Zihao Wu 001; Yiwei Li 002; Tianze Yang; Peng Shu; Shaochen Xu; Haixing Dai; Lin Zhao 004; Gengchen Mai; Ninghao Liu; Tianming Liu 001 (CoRR, 2024)

LLMs for Coding and Robotics Education. - Peng Shu; Huaqin Zhao; Hanqi Jiang; Yiwei Li 002; Shaochen Xu; Yi Pan 001; Zihao Wu 001; Zhengliang Liu; Guoyu Lu; Le Guan; Gong Chen; Xianqiao Wang; et al. (CoRR, 2024)

Reasoning before Comparison: LLM-Enhanced Semantic Similarity Metrics for Domain Specialized Text Analysis. - Shaochen Xu; Zihao Wu 001; Huaqin Zhao; Peng Shu; Zhengliang Liu; Wenxiong Liao; Sheng Li 001; Andrea Sikora; Tianming Liu 001; Xiang Li 001 (CoRR, 2024)

ALDM-Grasping: Diffusion-aided Zero-Shot Sim-to-Real Transfer for Robot Grasping. - Yiwei Li 002; Zihao Wu 001; Huaqin Zhao; Tianze Yang; Zhengliang Liu; Peng Shu; Jin Sun 011; Ramviyas Parasuraman; Tianming Liu 001 (CoRR, 2024)

Evaluation of OpenAI o1: Opportunities and Challenges of AGI. - Tianyang Zhong; Zhengliang Liu; Yi Pan 001; Yutong Zhang; Yifan Zhou; Shizhe Liang; Zihao Wu 001; Yanjun Lyu; Peng Shu; Xiaowei Yu; Chao Cao; Hanqi Jiang; et al. (CoRR, 2024)

A Systematic Assessment of OpenAI o1-Preview for Higher Order Thinking in Education. - Ehsan Latif; Yifan Zhou; Shuchen Guo; Yizhu Gao; Lehong Shi; Matthew Nayaaba; Gyeong-Geon Lee; Liang Zhang; Arne Bewersdorff; Luyang Fang; Xiantong Yang; Huaqin Zhao; et al. (CoRR, 2024)

Large Language Models for Manufacturing. - Yiwei Li 002; Huaqin Zhao; Hanqi Jiang; Yi Pan 001; Zhengliang Liu; Zihao Wu 001; Peng Shu; Jie Tian; Tianze Yang; Shaochen Xu; Yanjun Lyu; Parker Blenk; et al. (CoRR, 2024)

HELENE: Hessian Layer-wise Clipping and Gradient Annealing for Accelerating Fine-tuning LLM with Zeroth-order Optimization. - Huaqin Zhao; Jiaxi Li; Yi Pan 001; Shizhe Liang; Xiaofeng Yang; Wei Liu 146; Xiang Li 001; Fei Dou; Tianming Liu 001; Jin Lu 001 (CoRR, 2024)

Transcending Language Boundaries: Harnessing LLMs for Low-Resource Language Translation. - Peng Shu; Junhao Chen; Zhengliang Liu; Hui Wang 054; Zihao Wu 001; Tianyang Zhong; Yiwei Li 002; Huaqin Zhao; Hanqi Jiang; Yi Pan 001; Yifan Zhou; Constance Owl; et al. (CoRR, 2024)

Towards Next-Generation Medical Agent: How o1 is Reshaping Decision-Making in Medical Scenarios. - Shaochen Xu; Yifan Zhou; Zhengliang Liu; Zihao Wu 001; Tianyang Zhong; Huaqin Zhao; Yiwei Li 002; Hanqi Jiang; Yi Pan 001; Junhao Chen; Jin Lu 001; Wei Zhang 090; et al. (CoRR, 2024)

OracleSage: Towards Unified Visual-Linguistic Understanding of Oracle Bone Scripts through Cross-Modal Knowledge Fusion. - Hanqi Jiang; Yi Pan 001; Junhao Chen; Zhengliang Liu; Yifan Zhou; Peng Shu; Yiwei Li 002; Huaqin Zhao; Stephen Mihm; Lewis C. Howe; Tianming Liu 001 (CoRR, 2024)

QueEn: A Large Language Model for Quechua-English Translation. - Junhao Chen; Peng Shu; Yiwei Li 002; Huaqin Zhao; Hanqi Jiang; Yi Pan 001; Yifan Zhou; Zhengliang Liu; Lewis C. Howe; Tianming Liu 001 (CoRR, 2024)

EG-SpikeFormer: Eye-Gaze Guided Transformer on Spiking Neural Networks for Medical Image Analysis. - Yi Pan 001; Hanqi Jiang; Junhao Chen; Yiwei Li 002; Huaqin Zhao; Yifan Zhou; Peng Shu; Zihao Wu 001; Zhengliang Liu; Dajiang Zhu; Xiang Li 001; Yohannes Abate; et al. (ISBI, 2025)

Survey of HPC in US Research Institutions. - Peng Shu; Junhao Chen; Zhengliang Liu; Huaqin Zhao; Xinliang Li; Tianming Liu 001 (CoRR, 2025)

Bridging Brains and Machines: A Unified Frontier in Neuroscience, Artificial Intelligence, and Neuromorphic Systems. - Sohan Shankar; Yi Pan 001; Hanqi Jiang; Zhengliang Liu; Mohammad R. Darbandi; Agustin Lorenzo; Junhao Chen; Md Mehedi Hasan; Arif Hassan Zidan; Eliana Gelman; Joshua A. Konfrst; Jillian Y. Russell; et al. (CoRR, 2025)