Zheng Weihua

- Multilingual LLMs
- Multicultural LLMs
- AI Agent

1. Weihua Zheng, Xin Huang, Zhengyuan Liu, Tarun Kumar Vangani, Bowei Zou, Xiyan Tao, Yuhao Wu, Ai Ti Aw, Nancy F. Chen, and Roy Ka-Wei Lee. “AdaMCoT: Rethinking Cross-Lingual Factual Reasoning through Adaptive Multilingual Chain-of-Thought.” AAAI 2026 (Oral), 2026.
2. Weihua Zheng, Bryan Chen Zhengyu Tan, Zhengyuan Liu, Nancy F. Chen, Hwaran Lee, Kenny Tsu Wei Choo, and Roy Ka-Wei Lee. “BLEnD-Vis: Benchmarking Multimodal Cultural Understanding in Vision Language Models.” EACL 2026 (Main Conference), 2026.
3. Weihua Zheng, Roy Ka-Wei Lee, Zhengyuan Liu, Kui Wu, Ai Ti Aw, and Bowei Zou. “CCL-XCoT: An Efficient Cross-Lingual Knowledge Transfer Method for Mitigating Hallucination Generation.” Findings of the Association for Computational Linguistics: EMNLP 2025, 2025, pp. 1768–1788.
4. Weihua Zheng, Muhammad Huzaifah, Nattapol Chanpaisit, and Kui Wu. “Evaluating Code-Switching Translation with Large Language Models.” Proceedings of the 2024 Joint International Conference on Computational Linguistics, Language Resources and Evaluation (LREC-COLING 2024), 2024, pp. 6381–6394.
5. Weihua Zheng, Qiyu Wei, Yuxin Li, Zhongyao Cheng, Zeng Zeng, and Xulei Yang. “Controlling Facial Attribute Synthesis by Disentangling Attribute Feature Axes in Latent Space.” 2023 IEEE International Conference on Image Processing (ICIP), 2023, pp. 346–350.
6. Weihua Zheng, Chang Liu, Zhengyuan Liu, Xin Huang, Kui Wu, Muhammad Huzaifah Md Shahrin, Ai Ti Aw, and Roy Ka-Wei Lee. “Bridging Linguistic Gaps: Cross-Lingual Mapping in Pre-Training and Dataset for Enhanced Multilingual LLM Performance.” ACM Transactions on Asian and Low-Resource Language Information Processing (TALLIP), 2026.
7. Lee Siew Li, Adeline Sim, Gowri Kanagarajah, Siti Amirah, Foo Yong Xiang, Gayathri Ayathorai, Sarina Mohamed Rasol, Ai Ti Aw, Kui Wu, and Weihua Zheng. “SG Translate Together-Uplifting Singapore’s Translation Standards with the Community Through Technology.” Proceedings of the 15th Biennial Conference of the Association for Machine Translation in the Americas (Volume 2: Users and Providers Track and Government Track), 2022, pp. 405–415.
8. Weihua Zheng, Zhengyuan Liu, Tanmoy Chakraborty, Weiwen Xu, Xiaoxue Gao, Bryan Chen Zhengyu Tan, Bowei Zou, Chang Liu, Yujia Hu, and Xing Xie. “MMA-ASIA: A Multilingual and Multimodal Alignment Framework for Culturally-Grounded Evaluation.” arXiv preprint arXiv:2510.08608, 2025.
9. Yuhao Wu, Maojia Song, Yihuai Lan, Lei Wang, Zhiqiang Hu, Yao Xiao, Heng Zhou, Weihua Zheng, Dylan Raharja, and Soujanya Poria. “From Perception to Action: An Interactive Benchmark for Vision Reasoning.” arXiv preprint arXiv:2602.21015, 2026.