Fanding Huang

I am a master student at Shenzhen International Graduate School, Tsinghua University. Before that, I got B.S. in Automation from Hangzhou Dianzi University (HDU) in 2024.

My current research focuses on Computer Vision, Embodied Intelligence, Reinforcement Learning, Test-time Adaptation, MLLM & LLM & VLA. Here is my Email: hfd24@mails.tsinghua.edu.cn

Google Scholar / OpenReview / Github / Twitter

News

2025.09: We have released a new paper on Reinforcement Learning for reasoning LLM VERL.

2025.02: COSMIC is accepted by CVPR 2025.

2023.07: DTBS is accepted by ECAI 2023.

Publications and Preprints

* indicates equal contribution, † indicates corresponding author

	Beyond the Exploration-Exploitation Trade-off: A Hidden State Approach for LLM Reasoning in RLVR Fanding Huang, Guanbo Huang, Xiao Fan, Yi He, Xiao Liang, Xiao Chen, Qinting Jiang, Faisal Nadeem Khan, Jingyan Jiang†, Zhi Wang† Preprint [Project Page] [Paper] [arXiv] [Code]
	COSMIC: Clique-Oriented Semantic Multi-space Integration for Robust CLIP Test-Time Adaptation Fanding Huang, Jingyan Jiang, Qinting Jiang, Hebei Li, Faisal Nadeem Khan†, Zhi Wang† IEEE/CVF Conference on Computer Vision and Pattern Recognition (CVPR), 2025 [Project Page] [Paper] [arXiv] [Code]
	Mecon: A GNN-based Graph Classification Framework for MEV Activity Detection Zihao Yao, Fanding Huang, Yannan Li†, Wei Duan, Peng Qian, Nan Yang, Willy Susilo Expert Systems with Applications (ESWA, IF=7.5), 2025 [Paper]
	DTBS: Dual-Teacher Bi-directional Self-training for Domain Adaptation in Nighttime Semantic Segmentation Fanding Huang, Zihao Yao, Wenhui Zhou† European Conference on Artificial Intelligence (ECAI), 2023 [Project Page] [Paper] [arXiv] [Code]

Selected Honors and Awards

Outstanding Bachelor Graduate of Hangzhou, 2024. (杭州市优秀毕业生, Top 5% in HDU)

CMC2023 Frist Prize, 2023. (全国大学生数学竞赛非数A类一等奖)

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