Multimodal Transformer for Automatic 3D Annotation and Object Detection. - Chang Liu 094; Xiaoyan Qian 001; Binxiao Huang; Xiaojuan Qi 001; Edmund Y. Lam; Siew-Chong Tan; Ngai Wong 001 (ECCV (38), 2022)

What Do Adversarially trained Neural Networks Focus: A Fourier Domain-based Study. - Binxiao Huang; Chaofan Tao; Rui Lin; Ngai Wong 001 (CoRR, 2022)

Frequency Regularization for Improving Adversarial Robustness. - Binxiao Huang; Chaofan Tao; Rui Lin; Ngai Wong 001 (CoRR, 2022)

A Spectral Perspective towards Understanding and Improving Adversarial Robustness. - Binxiao Huang; Rui Lin; Chaofan Tao; Ngai Wong 001 (CoRR, 2023)

Learning Spatially Collaged Fourier Bases for Implicit Neural Representation. - Jason Chun Lok Li; Chang Liu 094; Binxiao Huang; Ngai Wong 001 (AAAI, 2024)

Taming Lookup Tables for Efficient Image Retouching. - Sidi Yang; Binxiao Huang; Mingdeng Cao; Yatai Ji; Hanzhong Guo; Ngai Wong 001; Yujiu Yang (ECCV (58), 2024)

Hundred-Kilobyte Lookup Tables for Efficient Single-Image Super-Resolution. - Binxiao Huang; Jason Chun Lok Li; Jie Ran; Boyu Li; Jiajun Zhou; Dahai Yu; Ngai Wong 001 (IJCAI, 2024)

Poisoning-based Backdoor Attacks for Arbitrary Target Label with Positive Triggers. - Binxiao Huang; Jason Chun Lok Li; Chang Liu 094; Ngai Wong 001 (CoRR, 2024)

Decoupling Appearance Variations with 3D Consistent Features in Gaussian Splatting. - Jiaqi Lin; Zhihao Li 002; Binxiao Huang; Xiao Tang; Jianzhuang Liu; Shiyong Liu; Xiaofei Wu; Fenglong Song; Wenming Yang (AAAI, 2025)

SpecTRe-GS: Modeling Highly Specular Surfaces with Reflected Nearby Objects by Tracing Rays in 3D Gaussian Splatting. - Jiajun Tang; Fan Fei; Zhihao Li 002; Xiao Tang; Shiyong Liu; Youyu Chen; Binxiao Huang; Zhenyu Chen; Xiaofei Wu; Boxin Shi (CVPR, 2025)

DnLUT: Ultra-Efficient Color Image Denoising via Channel-Aware Lookup Tables. - Sidi Yang; Binxiao Huang; Yulun Zhang 001; Dahai Yu; Yujiu Yang; Ngai Wong 001 (CVPR, 2025)

Lite It Fly: An All-Deformable-Butterfly Network. - Rui Lin; Jason Chun Lok Li; Jiajun Zhou; Binxiao Huang; Jie Ran; Ngai Wong 001 (IEEE Trans. Neural Networks Learn. Syst., 2025)

OccluGaussian: Occlusion-Aware Gaussian Splatting for Large Scene Reconstruction and Rendering. - Shiyong Liu; Xiao Tang; Zhihao Li 002; Yingfan He; Chongjie Ye; Jianzhuang Liu; Binxiao Huang; Shunbo Zhou; Xiaofei Wu (CoRR, 2025)

Hybrid Mesh-Gaussian Representation for Efficient Indoor Scene Reconstruction. - Binxiao Huang; Zhihao Li 002; Shiyong Liu; Xiao Tang; Jiajun Tang; Jiaqi Lin; Yuxin Cheng; Zhenyu Chen; Xiaofei Wu; Ngai Wong 001 (CoRR, 2025)

Decomposing Densification in Gaussian Splatting for Faster 3D Scene Reconstruction. - Binxiao Huang; Zhengwu Liu; Ngai Wong 001 (CoRR, 2025)