Publications (9)
Multimodal 3D Genome Pre-training
Minghao Yang, Pengteng Li, Yan Liang +6
Deep learning techniques have driven significant progress in various analytical tasks within 3D genomics in computational biology. However, a holistic understanding of 3D genomics…
Observation of liquid-solid transition of nanoconfined water at ambient temperature
Wentian Zheng, Shichen Zhang, Jian Jiang +8
Nanoconfined water plays an indispensable role in various phenomena in biology, chemistry, and engineering. It exhibits many abnormal properties compared to bulk water, especially…
Rene: A Pre-trained Multi-modal Architecture for Auscultation of Respiratory Diseases
Pengfei Zhang, Zhihang Zheng, Shichen Zhang +2
Compared with invasive examinations that require tissue sampling, respiratory sound testing is a non-invasive examination method that is safer and easier for patients to accept. In…
Video-Instrument Synergistic Network for Referring Video Instrument Segmentation in Robotic Surgery
Hongqiu Wang, Lei Zhu, Guang Yang +4
Robot-assisted surgery has made significant progress, with instrument segmentation being a critical factor in surgical intervention quality. It serves as the building block to faci…
Broadband telecom single-photon emissions from InAs/InP quantum dots grown by MOVPE droplet epitaxy
Shichen Zhang, Li Liu, Kai Guo +6
The development of quantum materials for single-photon emission is crucial for the advancement of quantum information technology. Although significant advancement has been witnesse…
HiCMamba: Enhancing Hi-C Resolution and Identifying 3D Genome Structures with State Space Modeling
Minghao Yang, Zhi-An Huang, Zhihang Zheng +5
Hi-C technology measures genome-wide interaction frequencies, providing a powerful tool for studying the 3D genomic structure within the nucleus. However, high sequencing costs and…