Junhua Huang

Researcher, Huawei Technologies Ltd.

Joined

January 2023

Names

Junhua Huang (Preferred)

Emails

****@outlook.com (Confirmed)

Personal Links

Google Scholar

DBLP

Career & Education History

Researcher

Huawei Technologies Ltd. (huawei.com)

2022 – Present

MS student

Xiamen University (xmu.edu.cn)

2019 – 2022

Undergrad student

Xiamen University (xmu.edu.cn)

2015 – 2019

Advisors, Relations & Conflicts

No relations added

Expertise

No areas of expertise listed

Publications

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
VerilogReader: LLM-Aided Hardware Test Generation
Ruiyang Ma, Yuxin Yang, Ziqian Liu, Jiaxi Zhang, Min Li, Junhua Huang, Guojie Luo
- CoRR 2024
- Readers: Everyone
Parallel Gröbner Basis Rewriting and Memory Optimization for Efficient Multiplier Verification
Hongduo Liu, Peiyu Liao, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Tsung-Yi Ho, Bei Yu
- DATE 2024
- Readers: Everyone
IB-Net: Initial Branch Network for Variable Decision in Boolean Satisfiability
Tsz Ho Chan, Wenyi Xiao, Junhua Huang, Hui-Ling Zhen, Guangji Tian, Mingxuan Yuan
- CoRR 2024
- Readers: Everyone
Conflict-driven Structural Learning Towards Higher Coverage Rate in ATPG
Hui-Ling Zhen, Naixing Wang, Junhua Huang, Xinyue Huang, Mingxuan Yuan, Yu Huang
- CoRR 2023
- Readers: Everyone
DeepGate2: Functionality-Aware Circuit Representation Learning
Zhengyuan Shi, Hongyang Pan, Sadaf Khan, Min Li, Yi Liu, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Zhufei Chu, Qiang Xu
- ICCAD 2023
- Readers: Everyone
SATformer: Transformer-Based UNSAT Core Learning
Zhengyuan Shi, Min Li, Yi Liu, Sadaf Khan, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Qiang Xu
- ICCAD 2023
- Readers: Everyone
HardSATGEN: Understanding the Difficulty of Hard SAT Formula Generation and A Strong Structure-Hardness-Aware Baseline
Yang Li, Xinyan Chen, Wenxuan Guo, Xijun Li, Wanqian Luo, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Junchi Yan
- Published: 01 Jan 2023, Last Modified: 29 Sept 2023
- KDD 2023
- Readers: Everyone
DeepGate2: Functionality-Aware Circuit Representation Learning
Zhengyuan Shi, Hongyang Pan, Sadaf Khan, Min Li, Yi Liu, Junhua Huang, Hui-Ling Zhen, Mingxuan Yuan, Zhufei Chu, Qiang Xu
- Published: 01 Jan 2023, Last Modified: 18 Oct 2023
- CoRR 2023
- Readers: Everyone

View all 12 publications

Co-Authors

View all 37 co-authors