About Me

I am a fourth-year Ph.D. student at School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore. I am supervised by Prof. Sinno Jialin Pan. I also work closely with Dr. Wenxuan Zhang and Dr. Lidong Bing. Before that, I received my bachelor degree at School of Computer Science and Engineering, Nanyang Technological University (NTU), Singapore.

My research interests include Sentiment Analysis, Multi-lingual and LLM Safety.

📝 Preprints

Backdoor Attacks on Dense Passage Retrievers for Disseminating Misinformation
Quanyu Long*, Yue Deng*, LeiLei Gan, Wenya Wang, Sinno Jialin Pan
Preprint [paper] [code]
SeaLLMs - Large Language Models for Southeast Asia
Xuan-Phi Nguyen, Wenxuan Zhang, Xin Li, Mahani Aljunied, Qingyu Tan, Liying Cheng, Guanzheng Chen, Yue Deng, Sen Yang, Chaoqun Liu, Hang Zhang, Lidong Bing
Preprint [paper] [code]

Sentiment Analysis in the Era of Large Language Models: A Reality Check
Wenxuan Zhang*, Yue Deng*, Bing Liu, Sinno Jialin Pan, Lidong Bing.
Findings of NAACL 2024 [paper] [code]
Multilingual Jailbreak Challenges in Large Language Models
Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing.
ICLR 2024 [paper] [code]
SOUL: Towards Sentiment and Opinion Understanding of Language
Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing.
EMNLP 2023 [paper] [code]
Bidirectional Generative Framework for Cross-domain Aspect-based Sentiment Analysis
Yue Deng, Wenxuan Zhang, Sinno Jialin Pan, Lidong Bing.
ACL 2023 [paper] [code]

2020.08 - Present, PhD student, Nanyang Technological University
2015.08 - 2019.06, B.Eng. with Honours (Highest Distinction), Nanyang Technological University

2022.04 - Present, DAMO Academy, Alibaba Group, advised by Dr. Wenxuan Zhang and Dr. Lidong Bing
2019.08 - 2020.06, HP-NTU Digital Manufacturing Corporate Lab, advised by Prof. Sinno Jialin Pan
2018.12 - 2019.01, Baidu Inc., Shenzhen China
2017.12 - 2018.06, Shopee Pte. Ltd., Singapore