Yongfeng Huang

Full Professor, Department of Electronic Engineering, Tsinghua University, Tsinghua University

Joined

December 2017

Names

Yongfeng Huang

Emails

****@tsinghua.edu.cn (Confirmed)

****@mail.tsinghua.edu.cn (Confirmed)

Personal Links

Homepage

ORCID

Career & Education History

Full Professor

Department of Electronic Engineering, Tsinghua University, Tsinghua University (tsinghua.edu.cn)

2012 – Present

Advisors, Relations & Conflicts

Coauthor

Tao Qi

2024 – Present

Expertise

natural language processing

Present

sentiment analysis

Present

information hiding

Present

Publications

Bridging Gaps with Dynamic Knowledge Probes: Robust LLM–KG Collaborative Reasoning
Dehao Tao, Guangjie Liu, weizheng, Yongfeng Huang, Minghu Jiang
- ICLR 2026 Conference Desk Rejected Submission
- Readers: Everyone
Guided Navigation in Knowledge-Dense Environments: Structured Semantic Exploration with Guidance Graphs
Dehao Tao, Guangjie Liu, weizheng, Yongfeng Huang, Minghu Jiang
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
RedNote-Vibe: A Dataset for Capturing Temporal Dynamics of AI-Generated Text in Social Media
Yudong Li, Yufei Sun, Yuhan Yao, Peiru Yang, Wanyue Li, Jiajun Zou, Yongfeng Huang, Linlin Shen
- ICLR 2026 Conference Withdrawn Submission
- Readers: Everyone
Explore-on-Graph: Incentivizing Autonomous Exploration of Large Language Models on Knowledge Graphs with Path-refined Reward Modeling
Shiqi Yan, Yubo Chen, Ruiqi Zhou, Zhengxi Yao, Shuai Chen, Tianyi Zhang, Shijie Zhang, Wei-Qiang Zhang, Yongfeng Huang, Haixin Duan, Yunqi Zhang
- ICLR 2026 Poster
- Readers: Everyone
Guided Navigation in Knowledge-Dense Environments: Structured Semantic Exploration with Guidance Graphs
Dehao Tao, Guangjie Liu, Weizheng, Yongfeng Huang, Minghu jiang
- CoRR 2025
- Readers: Everyone
SWE-SQL: Illuminating LLM Pathways to Solve User SQL Issues in Real-World Applications
Jinyang Li, Xiaolong Li, Ge Qu, Per Jacobsson, Bowen Qin, Binyuan Hui, Shuzheng Si, Nan Huo, Xiaohan Xu, Yue Zhang, Ziwei Tang, Yuanshuai Li, Florensia Widjaja, Xintong Zhu, Feige Zhou, Yongfeng Huang, Yannis Papakonstantinou, Fatma Ozcan, Chenhao Ma, Reynold Cheng
- CoRR 2025
- Readers: Everyone
TaxAgent: How Large Language Model Designs Fiscal Policy
Jizhou Wang, Xiaodan Fang, Lei Huang, Yongfeng Huang
- CoRR 2025
- Readers: Everyone
Black-Box Membership Inference Attack for LVLMs via Prior Knowledge-Calibrated Memory Probing
Jinhua Yin, Peiru Yang, Chen Yang, Huili Wang, Zhiyang Hu, Shangguang Wang, Yongfeng Huang, Tao Qi
- NeurIPS 2025 poster
- Readers: Everyone
Efficient Diffusion Models: A Survey
Hui Shen, Jingxuan Zhang, Boning Xiong, Rui Hu, Shoufa Chen, Zhongwei Wan, Xin Wang, Yu Zhang, Zixuan Gong, Guangyin Bao, Chaofan Tao, Yongfeng Huang, Ye Yuan, Mi Zhang
- CoRR 2025
- Readers: Everyone
Training with "Paraphrasing the Original Text" Teaches LLM to Better Retrieve in Long-Context Tasks
Yijiong Yu, Yongfeng Huang, Zhixiao Qi, Zhe Zhou
- AAAI 2025
- Readers: Everyone

View all 47 publications

Co-Authors

View all 161 co-authors