Lei Huang

PhD student, Harbin Institute of Technology

Joined

March 2022

Names

Lei Huang (Preferred)

Emails

****@ir.hit.edu.cn (Confirmed)

Personal Links

Career & Education History

PhD student

Harbin Institute of Technology (hit.edu.cn)

2022 – 2027

Advisors, Relations & Conflicts

PhD Advisor

Xiaocheng Feng

2022 – 2027

Expertise

Large Language Models Hallucination

2022 – Present

Publications

Language-Specific Layer Matters: Efficient Multilingual Enhancement for Large Vision-Language Models
Yuchun Fan, Yilin Wang, Yongyu Mu, Lei Huang, Bei Li, Xiaocheng Feng, Tong Xiao, JingBo Zhu
- EMNLP2025
- Readers: Everyone
CAI: Caption-Sensitive Attention Intervention for Mitigating Object Hallucination in Large Vision-Language Models
Qiming Li, Zekai Ye, Xiaocheng Feng, Weihong Zhong, Libo Qin, Ruihan Chen, Lei Huang, Baohang Li, Kui Jiang, Yaowei Wang, Ting Liu, Bing Qin
- Submitted to ICLR 2026
- Readers: Everyone
SLAM: Towards Efficient Multilingual Reasoning via Selective Language Alignment
Yuchun Fan, Yongyu Mu, Yilin Wang, Lei Huang, Junhao Ruan, Bei Li, Tong Xiao, Shujian Huang, Xiaocheng Feng, JingBo Zhu
- COLING 2025
- Readers: Everyone
A Survey on Hallucination in Large Language Models: Principles, Taxonomy, Challenges, and Open Questions
Lei Huang, Weijiang Yu, Weitao Ma, Weihong Zhong, Zhangyin Feng, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu
- ACM Transactions on Information Systems
- Readers: Everyone
XTransplant: A Probe into the Upper Bound Performance of Multilingual Capability in LLMs via Cross-lingual Transplantation
Yangfan Ye, Xiaocheng Feng, Xiachong Feng, Libo Qin, Yichong Huang, Lei Huang, Weitao Ma, Zhirui Zhang, Yunfei Lu, Xiaohui Yan, Duyu Tang, Dandan Tu, Bing Qin
- ICLR 2025 Conference Withdrawn Submission
- Readers: Everyone
Discrete Modeling via Boundary Conditional Diffusion Processes
Yuxuan Gu, Xiaocheng Feng, Lei Huang, Yingsheng Wu, Zekun Zhou, Weihong Zhong, kun Zhu, Bing Qin
- NeurIPS 2024 poster
- Readers: Everyone
Rethinking Entity-level Unlearning for Large Language Models
Weitao Ma, Xiaocheng Feng, Weihong Zhong, Lei Huang, Yangfan Ye, Bing Qin
- CoRR 2024
- Readers: Everyone
Learning Fine-Grained Grounded Citations for Attributed Large Language Models
Lei Huang, Xiaocheng Feng, Weitao Ma, Yuxuan Gu, Weihong Zhong, Xiachong Feng, Weijiang Yu, Weihua Peng, Duyu Tang, Dandan Tu, Bing Qin
- ACL (Findings) 2024
- Readers: Everyone
Investigating and Mitigating the Multimodal Hallucination Snowballing in Large Vision-Language Models
Weihong Zhong, Xiaocheng Feng, Liang Zhao, Qiming Li, Lei Huang, Yuxuan Gu, Weitao Ma, Yuan Xu, Bing Qin
- ACL (1) 2024
- Readers: Everyone
Trends in Integration of Knowledge and Large Language Models: A Survey and Taxonomy of Methods, Benchmarks, and Applications
Zhangyin Feng, Weitao Ma, Weijiang Yu, Lei Huang, Haotian Wang, Qianglong Chen, Weihua Peng, Xiaocheng Feng, Bing Qin, Ting Liu
- Published: 01 Jan 2023, Last Modified: 24 Nov 2023
- CoRR 2023
- Readers: Everyone

View all 11 publications

Co-Authors

View all 39 co-authors