Publications

For an updated list, kindly refer to my Google Scholar’s page.

Preprints

1. Math-LLaVA: Bootstrapping Mathematical Reasoning for Multimodal Large Language Models
   Wenhao Shi, Zhiqiang Hu*, Yi Bin, Junhua Liu, Yang Yang, See-Kiong Ng, Lidong Bing, Roy Ka-Wei Lee
   Manuscript 2024 [Paper], [Code], [Model].
2. All in a Single Image: Large Multimodal Models are In-Image Learners
   Lei Wang, Wanyu Xu, Zhiqiang Hu, Yihuai Lan, Shan Dong, Hao Wang, Roy Ka-Wei Lee, Ee-Peng Lim
   Manuscript 2024 [paper]
3. LLM-Based Agent Society Investigation: Collaboration and Confrontation in Avalon Gameplay
   Yihuai Lan*, Zhiqiang Hu*, Lei Wang, Yang Wang, Deheng Ye, Peilin Zhao, Ee-Peng Lim, Hui Xiong, Hao Wang
   Manuscript 2023 [paper]
4. Are Current Task-oriented Dialogue Systems Able to Satisfy Impolite Users?
   Zhiqiang Hu, Roy Kaa-Wei Lee, Nancy F Chen.
   Manuscript 2023 [paper]

Pulications

1. GalleryGPT: Analyzing Paintings with Large Multimodal Models
   Yi Bin, Wenhao Shi, Yujuan Ding, Zhiqiang Hu, Zheng Wang, Yang Yang, See-Kiong Ng, Heng Tao Shen
   ACMMM 2024

2. InstructAV: Instruction Fine-tuning Large Language Models for Authorship Verification.
   Yujia Hu, Zhiqiang Hu*, Chun Wei Seah, Roy Ka-Wei Lee
   COLM 2024

3. SeaLLMs – Large Language Models for Southeast Asia.
   Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Zhiqiang Hu, Chenhui Shen, Yew Ken Chia, Xingxuan Li, Jianyu Wang, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing
   ACL 2024 SDT [paper]

4. Contrastive Disentanglement for Authorship Attribution.
   Zhiqiang Hu, Thao Thanh Nguyen, Yujia Hu, Chia-Yu Hung, Ming Shan Hee, Chun Wei Seah, Roy Ka-Wei Lee.
   Companion Proceedings of the ACM on Web Conference 2024 [paper]

5. LLM-Adapters: An Adapter Family for Parameter-Efficient Fine-Tuning of Large Language Models.
   Zhiqiang Hu, Lei Wang, Yihuai Lan, Wanyu Xu, Ee-Peng Lim, Lidong Bing, Xing Xu, Soujanya Poria, Roy Ka-Wei Lee.
   EMNLP 2023 [paper] [code ]
6. Adapter-TST: A Parameter Efficient Method for Multiple-Attribute Text Style Transfer
   Zhiqiang Hu, Roy Ka-Wei Lee, Nancy F Chen.
   EMNLP Findings 2023 [paper] [code]
7. Who Wrote it and Why? Prompting Large-Language Models for Authorship Verification
   Chia-Yu Hung, Zhiqiang Hu, Yujia Hu, Roy Ka-Wei Lee.
   EMNLP Findings 2023 [paper] [code]
8. Plan-and-solve prompting: Improving zero-shot chain-of-thought reasoning by large language models
   Lei Wang, Wanyu Xu, Yihuai Lan, Zhiqiang Hu, Yunshi Lan, Roy Ka-Wei Lee, Ee-Peng Lim.
   ACL 2023 [paper] [code]
9. Text style transfer: A review and experimental evaluation
   Zhiqiang Hu, Roy Ka-Wei Lee, Charu C Aggarwal, Aston Zhang.
   ACM SIGKDD Explorations Newsletter [paper] [code]
10. Improving text auto-completion with next phrase prediction
    Dong-Ho Lee, Zhiqiang Hu, Roy Ka-Wei Lee.
    EMNLP 2021 Findings [paper]
11. Syntax matters! syntax-controlled in text style transfer
    Zhiqiang Hu, Roy Ka-Wei Lee, Charu C Aggarwal.
    RANLP 2021 [paper]
12. A Syntax-Aware Encoder for Authorship Attribution
    Jianbo Liu, Zhiqiang Hu, Jiasheng Zhang, Roy Ka-Wei Lee, Jie Shao.
    WISE 2021 [paper]
13. Deepstyle: User style embedding for authorship attribution of short texts
    Zhiqiang Hu, Roy Ka-Wei Lee, Lei Wang, Ee-peng Lim, Bo Dai.
    APWEB-WAIM 2020 [paper]

* - equal contribution