Publications

IGen: Scalable Data Generation for Robot Learning from Open-World Images

Chenghao Gu, Haolan Kang, Junchao Lin, Jinghe Wang, Duo Wu, Shuzhao Xie, Fanding Huang, Junchen Ge, Ziyang Gong, Letian Li, Hongying Zheng, Changwei Lv, Zhi Wang

Splatwizard: A Benchmark Toolkit for 3D Gaussian Splatting Compression

Xiang Liu, Yimin Zhou, Jinxiang Wang, Yujun Huang, Shuzhao Xie, Shiyu Qin, Mingyao Hong, Jiawei Li, Yaowei Wang, Zhi Wang, Shu-Tao Xia, Bin Chen

Understanding Bias Terms in Neural Representation

Weixiang Zhang, Boxi Li, Shuzhao Xie, Chengwei Ren, Yuan Xue, Zhi Wang

SizeGS: Size-aware Compression of 3D Gaussian Splatting via Mixed Integer Programming

Shuzhao Xie*, Jiahang Liu*, Weixiang Zhang, Shijia Ge, Sicheng Pan, Chen Tang, Yunpeng Bai, Cong Zhang, Xiaoyi Fan, Zhi Wang *Equal contribution

Music-Aligned Holistic 3D Dance Generation via Hierarchical Motion Modeling

Xiaojie Li, Ronghui Li, Shukai Fang, Shuzhao Xie, Xiaoyang Guo, Jiaqing Zhou, Junkun Peng, Zhi Wang

Expansive Supervision for Neural Radiance Field

Weixiang Zhang, Wei Yao, Shuzhao Xie, Shijia Ge, Chen Tang, Zhi Wang

EVOS: Efficient Implicit Neural Training via EVOlutionary Selector

Weixiang Zhang, Shuzhao Xie, Chengwei Ren, Shiyi Xie, Chen Tang, Shijia Ge, Mingzi Wang, Zhi Wang

TextIR: A Simple Framework for Text-based Editable Image Restoration

Yunpeng Bai, Cairong Wang, Shuzhao Xie, Chao Dong, Chun Yuan, Zhi Wang

An effective framework that allows the user to control the restoration process of degraded images with text descriptions, using the text-image feature compatibility of CLIP. Supports image inpainting, super-resolution, and colorization.

Lungmix: A Mixup-Based Strategy for Generalization in Respiratory Sound Classification

Shijia Ge, Weixiang Zhang, Shuzhao Xie, Baixu Yan, Zhi Wang

PulmoScan: A Practical Pulmonary Disease Pre-Screening System

Baixu Yan, Shijia Ge, Meizi Lu, Weixiang Zhang, Shuzhao Xie, Zhi Wang

Enhancing Implicit Neural Representations via Symmetric Power Transformation

Weixiang Zhang, Shuzhao Xie, Chengwei Ren, Shijia Ge, Mingzi Wang, Zhi Wang

MesonGS: Post-training Compression of 3D Gaussians via Efficient Attribute Transformation

Shuzhao Xie, Weixiang Zhang, Chen Tang, Yunpeng Bai, Rongwei Lu, Shijia Ge, Zhi Wang

SkyML: A MLaaS Federation Design for Multicloud-based Multimedia Analytics

Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

Tuning-Free Visual Customization via View Iterative Self-Attention Control

Xiaojie Li, Chenghao Gu, Shuzhao Xie, Yunpeng Bai, Weixiang Zhang, Zhi Wang

RFQuant: Retraining-free Model Quantization via One-Shot Weight-Coupling Learning

Chen Tang*, Yuan Meng*, Jiacheng Jiang, Shuzhao Xie, Rongwei Lu, Xinzhu Ma, Zhi Wang, Wenwu Zhu

A Joint Approach to Local Updating and Gradient Compression for Efficient Asynchronous Federated Learning

Jiajun Song, Jiajun Luo, Rongwei Lu, Shuzhao Xie, Bin Chen, Zhi Wang, Wenwu Zhu

Cost Effective MLaaS Federation: A Combinatorial Reinforcement Learning Approach

Shuzhao Xie, Yuan Xue, Yifei Zhu, Zhi Wang

As naively using multiple ML APIs can lead to lower analytical accuracy and poor user experience, we employ reinforcement learning to select the optimal combination of MLaaSes, thus maximizing accuracy while minimizing cost.