Wei LIANG
Professor of computer science at BIT
Adjunct Professor of AI at SMBU
梁玮
北京理工大学计算机学院教授，博士生导师
深圳北理莫斯科大学兼职教授
Professor Wei LIANG received her PhD degree from the School of Computer Science at Beijing Institute of Technology in 2005. From 2014 to 2015, she was a visiting scholar at the University of California, Los Angeles. She has led projects funded by Key Research and Development Projects, the National Natural Science Foundation of China, and the Beijing Natural Science Foundation. Her primary research areas include artificial intelligence, visual navigation, and human-computer interaction. She has published over 50 papers in top-tier journals such as IJCV, TVCG, and top international conferences such as CVPR, ICML, NeurIPS, SIGGRAPH Asia, and ACM CHI.
梁玮教授于2005年获北京理工大学工学博士学位。2014年至2015年在加州大学洛杉矶分校客座研究。作为项目负责人主持重点研发课题、国家自然科学基金、北京市自然科学基金。主要研究方向为人工智能、视觉导航、人机交互，在国内外顶级和重要期刊IJCV、TVCG、以及国际顶级会议CVPR、ICML、NeurIPS、SIGGRAPH Asia、ACM CHI上发表论文50余篇。
Selected papers：
[1] Zan Wang, Yixin Chen, Baoxiong Jia, Puhao Li, Jinlu Zhang, Jingze Zhang, Tengyu Liu, Yixin Zhu, Wei Liang, Siyuan Huang. Move as You Say, Interact as You Can: Language-guided Human Motion Generation with Scene Affordance. IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2024.
[2] Manjie Xu, Chenxing Li, Dan Su, Wei Liang, Dong Yu. Prompt-guided Precise Audio Editing with Diffusion Models. International Conference on Machine Learning (ICML), 2024.
[3] Yuxin Shen, Manjie Xu, Wei Liang. Context-Aware Head-and-Eye Motion Generation with Diffusion Model. IEEE VR, 2024.
[4] Guangyuan Jiang, Manjie Xu, Shiji Xin, Wei Liang, Yujia Peng, Chi Zhang, Yixin Zhu. MEWL: Few-shot Multimodal Word Learning with Referential Uncertainty. International Conference on Machine Learning (ICML), 2023.
[5] Manjie Xu, Guangyuan Jiang, Wei Liang, Chi Zhang, Yixin Zhu. Active Reasoning in an Open-World Environment. Annual Conference on Neural Information Processing Systems (NeurIPS), 2023.
[6] Wei Liang, Luhui Wang, Xinzhe Yu, Changyang Li, Rawan Alghofaili, Yining Lang, Lap-Fai Yu. Optimizing Product Placement for Virtual Stores. IEEE VR. 2023.
[7] Hanqing Wang, Wei Liang, Luc Van Gool, and Wenguan Wang. Towards Versatile Embodied Navigation. Annual Conference on Neural Information Processing Systems (NeurIPS), 2022.
[8] Zan Wang, Yixin Chen, Tengyu Liu, Yixin Zhu, Wei Liang, and Siyuan Huang. HUMANISE: Language-conditioned Human Motion Generation in 3D Scenes. Annual Conference on Neural Information Processing Systems (NeurIPS), 2022.
[9] Liang, Wei, Xinzhe Yu, Rawan Alghofaili, Yining Lang, and Lap-Fai Yu. Scene-aware behavior synthesis for virtual pets in mixed reality. CHI Conference on Human Factors in Computing Systems (CHI), 2021.
[10] Hanqing Wang, Wei Liang, and Lap-Fai Yu. Scene mover: Automatic move planning for scene arrangement by deep reinforcement learning. ACM Transactions on Graphics (TOG) 39(6), 2020.
