Hengwei Bian / 卞恒玮

Hengwei Bian

About Me

👋 Hey there!

I’m a second-year Master’s student at Carnegie Mellon University (CMU). I previously graduated from Nanyang Technological University (NTU), where I had the opportunity to work under Prof. Ziwei Liu in S-Lab. At CMU, I’ve been involved with some exciting research at XuLab under Prof. Min Xu. I’m actively collaborating with Dr. Liang Pan on several research projects.

Right now, my primary focus is on 3D generation and world models. Beyond research, I love building cool projects and exploring music—I’m currently learning to play the guitar!

I’m always up for an interesting conversation, a brainstorming session, or a potential collaboration—feel free to connect!

Publications

DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes

DynamicCity: Large-Scale 4D Occupancy Generation from Dynamic Scenes

Bian, Hengwei and Kong, Lingdong and Xie, Haozhe and Pan, Liang and Qiao, Yu and Liu, Ziwei

ICLR 2025 Spotlight

Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation

Metric from Human: Zero-shot Monocular Metric Depth Estimation via Test-time Adaptation

Zhao, Yizhou and Bian, Hengwei and Chen, Kaihua and Ji, Pengliang and Qu, Liao and Lin, Shao-yu and Yu, Weichen and Li, Haoran and Chen, Hao and Shen, Jun and Raj, Bhiksha and Xu, Min

NeurIPS 2024

SynesLM: A Unified Approach for Audio-visual Speech Recognition and Translation via Language Model and Synthetic Data

SynesLM: A Unified Approach for Audio-visual Speech Recognition and Translation via Language Model and Synthetic Data

Lu, Yichen and Song, Jiaqi and Chang, Xuankai and Bian, Hengwei and Maiti, Soumi and Watanabe, Shinji

Interspeech 2024 Syndata4genai Workshop

CryoSAM: Training-free CryoET Tomogram Segmentation with Foundation Models

CryoSAM: Training-free CryoET Tomogram Segmentation with Foundation Models

Zhao, Yizhou and Bian, Hengwei and Mu, Michael and Uddin, Mostofa R. and Li, Zhenyang and Li, Xiang and Wang, Tianyang and Xu, Min

MICCAI 2024

Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection

Bridging the Gap: A Unified Video Comprehension Framework for Moment Retrieval and Highlight Detection

Xiao, Yicheng and Luo, Zhuoyan and Liu, Yong and Ma, Yue and Bian, Hengwei and Ji, Yatai and Yang, Yujiu and Li, Xiu

CVPR 2024

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