Haiduo Huang

According to our database, Haiduo Huang authored at least 18 papers between 2020 and 2026.

Collaborative distances:

• Dijkstra number of five.
• Erdős number of four.

2026

FP2: A 2-bit Floating-Point Format for Edge-AI Inference and Fine-Tuning.

Qiwei Dang, Chengyu Ma, Haiduo Huang, Gelin Fu, Zhiwang Huo, Guoming Yang, Pengchen Zong, Tian Xia, Wenzhe Zhao, Pengju Ren

IEEE Trans. Circuits Syst. I Regul. Pap., June, 2026

GeGS-PCR: Effective and Robust 3D Point Cloud Registration with Two-Stage Color-Enhanced Geometric-3DGS Fusion.

Jiayi Tian, Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren

CoRR, April, 2026

PartialNet: Compute Less, Perform Better.

Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

Double Rounding: Nearly Lossless Adaptive Bit Switching for QAT.

Haiduo Huang, Zhenhua Liu, Tian Xia, Pengju Ren

Proceedings of the Fortieth AAAI Conference on Artificial Intelligence, 2026

2025

SpecKD: Speculative Decoding for Effective Knowledge Distillation of LLMs.

Haiduo Huang, Jiangcheng Song, Yadong Zhang, Pengju Ren

CoRR, October, 2025

FastEagle: Cascaded Drafting for Accelerating Speculative Decoding.

Haiduo Huang, Jiangcheng Song, Wenzhe Zhao, Pengju Ren

CoRR, September, 2025

SpecVLM: Fast Speculative Decoding in Vision-Language Models.

Haiduo Huang, Fuwei Yang, Zhenhua Liu, Xuanwu Yin, Dong Li, Pengju Ren, Emad Barsoum

CoRR, September, 2025

NMS: Efficient Edge DNN Training via Near-Memory Sampling on Manifolds.

Boran Zhao, Haiduo Huang, Qiwei Dang, Wenzhe Zhao, Tian Xia, Pengju Ren

CoRR, August, 2025

DeepKD: A Deeply Decoupled and Denoised Knowledge Distillation Trainer.

Haiduo Huang, Jiangcheng Song, Yadong Zhang, Pengju Ren

CoRR, May, 2025

KernelDNA: Dynamic Kernel Sharing via Decoupled Naive Adapters.

Haiduo Huang, Yadong Zhang, Pengju Ren

CoRR, March, 2025

Partial Convolution Meets Visual Attention.

Haiduo Huang, Fuwei Yang, Dong Li, Ji Liu, Lu Tian, Jinzhang Peng, Pengju Ren, Emad Barsoum

CoRR, March, 2025

Jakiro: Boosting Speculative Decoding with Decoupled Multi-Head via MoE.

Haiduo Huang, Fuwei Yang, Zhenhua Liu, Yixing Xu, Jinze Li, Yang Liu, Xuanwu Yin, Dong Li, Pengju Ren, Emad Barsoum

CoRR, February, 2025

Partial Channel Network: Compute Fewer, Perform Better.

Haiduo Huang, Tian Xia, Wenzhe Zhao, Pengju Ren

CoRR, February, 2025

Nearly Lossless Adaptive Bit Switching.

Haiduo Huang, Zhenhua Liu, Tian Xia, Wenzhe Zhao, Pengju Ren

CoRR, February, 2025

Gumiho: A Hybrid Architecture to Prioritize Early Tokens in Speculative Decoding.

Jinze Li, Yixing Xu, Haiduo Huang, Xuanwu Yin, Dong Li, Edith C. H. Ngai, Emad Barsoum

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

FTP: A Fine-grained Token-wise Pruner for Large Language Models via Token Routing.

Zekai Li, Jintu Zheng, Ji Liu, Han Liu, Haowei Zhu, Zeping Li, Fuwei Yang, Haiduo Huang, Jinzhang Peng, Dong Li, Lu Tian, Emad Barsoum

CoRR, 2024

2023

TAQ: Top-K Attention-Aware Quantization for Vision Transformers.

Lili Shi, Haiduo Huang, Bowei Song, Meng Tan, Wenzhe Zhao, Tian Xia, Pengju Ren

Proceedings of the IEEE International Conference on Image Processing, 2023

2020

An Outlier Detection Method Based On Symmetry and Curvature Threshold.

Qinqin Dong, Peilin Jiang, Haiduo Huang

Proceedings of the ICVIP 2020: The 4th International Conference on Video and Image Processing, 2020