Qiushi Huang

Joined

July 2019

Names

Qiushi Huang

Emails

****@gmail.com (Confirmed)

****@surrey.ac.uk (Confirmed)

Personal Links

Google Scholar

DBLP

ACL Anthology

Career & Education History

PhD student

Computer Science Research Centre, University of Surrey (surrey.ac.uk)

2020 – 2025

Advisors, Relations & Conflicts

PhD Advisor

Yu Zhang

2022 – 2025

PhD Advisor

Lilian Tang

2020 – 2025

PhD Advisor

Tom Ko

2020 – 2025

Expertise

Parametric Efficient Fine-Tuning

2022 – 2025

Large Language Models

2022 – 2025

Personalized Conversational AI

2020 – 2025

Publications

SMP Challenge - Social Media Prediction Challenge 2026
Bo Wu, Peiye Liu, Jia Wang, Zhaoyang Zeng, Qiushi Huang, Bei Liu, Jiebo Luo, Wen-Huang Cheng
- ACMMM2026-MGC-Proposal
- Readers: Everyone
Come Together, But Not Right Now: A Progressive Strategy to Boost Low-Rank Adaptation
Zhan Zhuang, Xiequn Wang, Wei Li, Yulong Zhang, Qiushi Huang, Shuhao Chen, Xuehao Wang, Yanbin Wei, Yuhe Nie, Kede Ma, Yu Zhang, Ying Wei
- ICML 2025 poster
- Readers: Everyone
ComLoRA: A Competitive Learning Approach for Enhancing LoRA
Qiushi Huang, Tom Ko, Lilian Tang, Yu Zhang
- ICLR 2025 Poster
- Readers: Everyone
HiRA: Parameter-Efficient Hadamard High-Rank Adaptation for Large Language Models
Qiushi Huang, Tom Ko, Zhan Zhuang, Lilian Tang, Yu Zhang
- ICLR 2025 Oral
- Readers: Everyone
Personalized Dialogue Generation with Persona-Adaptive Attention
Qiushi Huang, Yu Zhang, Tom Ko, Xubo Liu, Bo Wu, Wenwu Wang, Lilian Tang
- 01 Feb 2024
- OpenReview Archive Direct Upload
- Readers: Everyone
Retrieval-Augmented Text-to-Audio Generation
Yi Yuan, Haohe Liu, Xubo Liu, Qiushi Huang, Mark D. Plumbley, Wenwu Wang
- ICASSP 2024
- Readers: Everyone
Learning Retrieval Augmentation for Personalized Dialogue Generation
Qiushi Huang, Shuai Fu, Xubo Liu, Wenwu Wang, Tom Ko, Yu Zhang, Lilian Tang
- CoRR 2024
- Readers: Everyone
Selective Prompting Tuning for Personalized Conversations with LLMs
Qiushi Huang, Xubo Liu, Tom Ko, Bo Wu, Wenwu Wang, Yu Zhang, Lilian Tang
- ACL (Findings) 2024
- Readers: Everyone
SMP Challenge: An Overview and Analysis of Social Media Prediction Challenge
Bo Wu, Peiye Liu, Wen-Huang Cheng, Bei Liu, Zhaoyang Zeng, Jia Wang, Qiushi Huang, Jiebo Luo
- CoRR 2024
- Readers: Everyone
Nemesis: Normalizing the Soft-prompt Vectors of Vision-Language Models
Shuai Fu, Xiequn Wang, Qiushi Huang, Yu Zhang
- CoRR 2024
- Readers: Everyone

View all 44 publications

Co-Authors

View all 59 co-authors