Yongxiang Huang

Principal Researcher, Huawei Technologies Ltd.

Joined

February 2020

Names

Yongxiang Huang (Preferred)

Emails

****@cse.ust.hk (Confirmed)

****@huawei.com (Confirmed)

Personal Links

Google Scholar

DBLP

ORCID

Career & Education History

Principal Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

Researcher

Tencent Technologies Ltd. (tencent.com)

2021 – 2022

PhD student

Department of Computer Science and Engineering, The Hong Kong University of Science and Technology (cse.ust.hk)

2017 – 2021

Advisors, Relations & Conflicts

PhD Advisor

Albert C. S. Chung

2018 – Present

Expertise

No areas of expertise listed

Publications

CannyEdit: Selective Canny Control and Dual-Prompt Guidance for Training-free Image Editing
Weiyan Xie, Han Gao, Didan Deng, Kaican Li, April Hua Liu, Yongxiang Huang, Nevin L. Zhang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Reasoning Scaffolding: Distilling the Flow of Thought from LLMs
Xiangyu Wen, Junhua Huang, Zeju Li, Min Li, Jianyuan Zhong, Zhijian Xu, Mingxuan Yuan, Yongxiang Huang, Qiang Xu
- ICLR 2026 Poster
- Readers: Everyone
Dependency Matters: Enhancing LLM Reasoning with Explicit Knowledge Grounding
Xiangyu Wen, Min Li, Junhua Huang, Jianyuan Zhong, Zhijian Xu, Zeju Li, Yongxiang Huang, Mingxuan Yuan, Qiang Xu
- NeurIPS 2025 poster
- Readers: Everyone
Dual Risk Minimization: Towards Next-Level Robustness in Fine-tuning Zero-Shot Models
Kaican Li, Weiyan Xie, Yongxiang Huang, Didan Deng, Lanqing HONG, Zhenguo Li, Ricardo Silva, Nevin L. Zhang
- NeurIPS 2024 poster
- Readers: Everyone
Consistency Regularization for Domain Generalization with Logit Attribution Matching
Han Gao, Kaican Li, Weiyan Xie, Zhi LIN, Yongxiang Huang, Luning Wang, Caleb Chen Cao, Nevin L. Zhang
- UAI 2024 poster
- Readers: Everyone
Consistency Regularization for Domain Generalization with Logit Attribution Matching
Han Gao, Kaican Li, Weiyan Xie, Zhi LIN, Yongxiang Huang, Luning Wang, Caleb Chen Cao, Nevin L. Zhang
- Submitted to ICLR 2024
- Readers: Everyone
Disease prediction with edge-variational graph convolutional networks
Yongxiang Huang, Albert C. S. Chung
- 2022 (modified: 02 Nov 2022)
- Medical Image Anal. 2022
- Readers: Everyone
HSI: Human Saliency Imitator for Benchmarking Saliency-Based Model Explanations
Yi Yang, Yueyuan Zheng, Didan Deng, Jindi Zhang, Yongxiang Huang, Yumeng Yang, Janet H. Hsiao, Caleb Chen Cao
- 2022 (modified: 02 Nov 2022)
- HCOMP 2022
- Readers: Everyone
Edge-Variational Graph Convolutional Networks for Uncertainty-Aware Disease Prediction
Yongxiang Huang, Albert C. S. Chung
- 2020 (modified: 02 Nov 2022)
- MICCAI (7) 2020
- Readers: Everyone
Semi-Supervised Multimodality Learning With Graph Convolutional Neural Networks For Disease Diagnosis
Yongxiang Huang, Albert C. S. Chung
- 2020 (modified: 02 Nov 2022)
- ICIP 2020
- Readers: Everyone

View all 12 publications

Co-Authors

View all 27 co-authors