Intent-based Deep Reinforcement Learning for Multi-agent Informative Path Planning. - Tianze Yang; Yuhong Cao; Guillaume Sartoretti (MRS, 2023)

Transformation vs Tradition: Artificial General Intelligence (AGI) for Arts and Humanities. - Zhengliang Liu; Yiwei Li 002; Qian Cao; Junwen Chen; Tianze Yang; Zihao Wu 001; John Hale; John Gibbs; Khaled Rasheed; Ninghao Liu; Gengchen Mai; Tianming Liu 001 (CoRR, 2023)

Keep Your Paths Free: Toward Scalable Learning-Based Traffic Engineering. - Haoyu Liu; Siyong Huang; Shaoxiang Qin; Tianyi Yang; Tianze Yang; Qiao Xiang; Xue Liu 001 (APNet, 2024)

ALPHA: Attention-based Long-horizon Pathfinding in Highly-structured Areas. - Chengyang He; Tianze Yang; Tanishq Duhan; Yutong Wang 003; Guillaume Sartoretti (ICRA, 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)

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)

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)

ECHOPulse: ECG Controlled Echocardio-gram Video Generation. - Yiwei Li 002; Sekeun Kim; Zihao Wu 001; Hanqi Jiang; Yi Pan 001; Pengfei Jin; Sifan Song; Yucheng Shi; Xiaowei Yu; Tianze Yang; Tianming Liu 001; Quanzheng Li; et al. (ICLR, 2025)

SearchRAG: Can Search Engines Be Helpful for LLM-based Medical Question Answering? - Yucheng Shi; Tianze Yang; Canyu Chen; Quanzheng Li; Tianming Liu 001; Xiang Li 001; Ninghao Liu (CoRR, 2025)

From Task-Specific Models to Unified Systems: A Review of Model Merging Approaches. - Wei Ruan; Tianze Yang; Yifan Zhou; Tianming Liu 001; Jin Lu 001 (CoRR, 2025)

Concept-Centric Token Interpretation for Vector-Quantized Generative Models. - Tianze Yang; Yucheng Shi; Mengnan Du; Xuansheng Wu; Qiaoyu Tan; Jin Sun 011; Ninghao Liu (CoRR, 2025)

Common Inpainted Objects In-N-Out of Context. - Tianze Yang; Tyson Jordan; Ninghao Liu; Jin Sun 011 (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)