Xin Hong 「洪鑫」
Postdoc
Institute for AI Industry Research (AIR)
Tsinghua University
Email: hongxin [at] air (dot) tsinghua (dot) edu (dot) cn
Current Research Topics:
  • AI4Science
  • Multimodal Learning

I am currently a Postdoc of Computer Science and Technology at Institute for AI Industry Research (AIR), Tsinghua University, working in THU-ATOM Lab with Yanyan Lan and Weiying Ma. Before joining AIR, I finished my PhD at Institute of Computing Technology (ICT), Chinese Academy of Sciences, advised by Yanyan Lan and Shuo Bai. I also had internships at Beijing Academy of Artificial Intelligence (BAAI), working with Team WuDao-WenLan, and at Megvii Research, working with Pengfei Xiong and Haoqiang Fan.

My current primary research interest lies in exploring problems in the field of life sciences using deep learning tools, particularly in topics such as protein structure prediction, interactions, protein design, etc. Additionally, I am continuously keeping track of research related to multimodal learning and visual reasoning.

Publications
Pre-training with Fractional Denoising to Enhance Molecular Property Prediction
Yuancheng Sun,
Zhi-Ming Ma,
Qiwei Ye,
Nature Machine Intelligence 2024/Paper
Visual Transformation Telling
Wanqing Cui*,
Xueqi Cheng
arXiv 2024/Paper
Visual Transformation Reasoning
Visual Reasoning: from State to Transformation
Transformation Driven Visual Reasoning
WenLan: Bridging Vision and Language by Large-Scale Multi-Modal Pre-training
Yuqi Huo,
Manli Zhang,
Guangzhen Liu,
Haoyu Lu,
Yizhao Gao,
Guoxing Yang,
Jingyuan Wen,
Heng Zhang,
Baogui Xu,
Weihao Zheng,
Zongzheng Xi,
Yueqian Yang,
Anwen Hu,
Jinming Zhao,
Ruichen Li,
Yida Zhao,
Liang Zhang,
Yuqing Song,
Xin Hong,
Wanqing Cui,
Danyang Hou,
Yingyan Li,
Junyi Li,
Peiyu Liu,
Zheng Gong,
Chuhao Jin,
Yuchong Sun,
Shizhe Chen,
Zhiwu Lu,
Zhicheng Dou,
Qin Jin,
Yanyan Lan,
Wayne Xin Zhao,
Ruihua Song,
Ji-Rong Wen
Deep Fusion Network for Image Completion
Xin Hong,
Pengfei Xiong,
Renhe Ji,
Haoqiang Fan
ACMMM 2019/Paper/Code/Demo
Attention-driven Factor Model for Explainable Personalized Recommendation
Jingwu Chen,
Fuzhen Zhuang,
Xin Hong,
Xiang Ao,
Xing Xie,
Qing He
SIGIR 2018/Paper
Projects
Drug The Whole Genome
Jiaxin Tan*,
Wenyu Zhu,
Yuan Xiao,
Yanwen Huang,
Yue Jin,
Yafei Yuan,
Jiekang Tian,
Weiying Ma,
Yaqin Zhang,
Chuangye Ye,
Wei Zhang,
Microservices Demo
Xin Hong
Tactic Board
Xin Hong
6,292 Total Pageviews