Publications

Solving the Content Gap in Roblox Game Recommendations: LLM-Based Profile Generation and Reranking

Chen Wang, Xiaokai Wei, Frank Yexi and Ong Jiang, Kevin Gao, Xiao Yu, Zheng Hui, Se-eun Yoon, Philip Yu, Michelle Gong

WinClick: GUI Grounding with Multimodal Large Language Models

Zheng Hui, Yinheng Li, Dan zhao, Tianyi Chen, Colby Banbury, Kazuhito Koishida

Enhancing Multimodal Large Language Models Complex Reason via Similarity Computation

Xiaofeng Zhang, Fanshuo Zeng, Yihao Quan, Zheng Hui, Jiawei Yao

Proceedings of the AAAI Conference on Artificial Intelligence. Vol. 39. No. 10. 2025.

ToxiLab: How Well Do Open-Source LLMs Generate Synthetic Toxicity Data?

Zheng Hui, Zhaoxiao Guo, Hang Zhao, Juanyong Duan, Lin Ai, Yinheng Li, Julia Hirschberg, Congrui Huang

PropaInsight: Toward Deeper Understanding of Propaganda in Terms of Techniques, Appeals, and Intent

Jiateng Liu, Lin Ai, Zizhou Liu, Payam Karisani, Zheng Hui, May Fung, Preslav Nakov, Julia Hirschberg, Heng Ji

Proceedings of the 31st International Conference on Computational Linguistics

ToxiCraft: A Novel Framework for Synthetic Generation of Harmful Information

Zheng Hui, Zhaoxiao Guo, Hang Zhao, Juanyong Duan, Congrui Huang

Findings of the Association for Computational Linguistics: EMNLP 2024

Enhancing Pre-Trained Generative Language Models with Question Attended Span Extraction on Machine Reading Comprehension

Lin Ai, Zheng Hui, Zizhou Liu, Julia Hirschberg

In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Defending Against Social Engineering Attacks in the Age of LLMs

Lin Ai, Tharindu Kumarage, Amrita Bhattacharjee, Zizhou Liu, Zheng Hui, Michael Davinroy, James Cook, Laura Cassani, Kirill Trapeznikov, Matthias Kirchner, others

In Proceedings of the 2024 Conference on Empirical Methods in Natural Language Processing

Windows agent arena: Evaluating multi-modal os agents at scale

Rogerio Bonatti, Dan Zhao, Francesco Bonacci, Dillon Dupont, Sara Abdali, Yinheng Li, Yadong Lu, Justin Wagle, Kazuhito Koishida, Arthur Bucker, Lawrence Jang, Zheng Hui

LL-Diff: Low-Light Image Enhancement Utilizing Langevin Sampling Diffusion

Boren Ding, Xiaofeng Zhang, Zekun Yu, Zheng Hui

International Journal of Pattern Recognition and Artificial Intelligence

TweetIntent@ Crisis: A Dataset Revealing Narratives of Both Sides in the Russia-Ukraine Crisis

Lin Ai, Sameer Gupta, Shreya Oak, Zheng Hui, Zizhou Liu, Julia Hirschberg

Proceedings of the International AAAI Conference on Web and Social Media

NTIRE 2023 challenge on efficient super-resolution: Methods and results

Yawei Li, Yulun Zhang, Radu Timofte, Luc Van Gool, Lei Yu, Youwei Li, Xinpeng Li, Ting Jiang, Qi Wu, Mingyan Han, others

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition

Federation learning optimization using distillation

Zheng Hui, Dingjie Chen, Zihang Xu

2021 Asia-Pacific Conference on Communications Technology and Computer Science (ACCTCS)

Unveiling tropospheric ozone by the traditional atmospheric model and machine learning, and their comparison: A case study in hangzhou, China

Rui Feng, Hui Zheng, An-ran Zhang, Chong Huang, Han Gao, Yu-cheng Ma

Environmental pollution, Volume 252, 366--378, 2019