Xiyu Ren

According to our database, Xiyu Ren authored at least 5 papers between 2025 and 2026.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2026

Can Retrieval Heads See Images? Multimodal Retrieval Heads in Long-Context Vision-Language Models.

Aaron Branson Cigres Li, Zhaowei Wang, Yu Zhao, Yiming Du, Haobo Li, Xiyu Ren, Ginny Y. Wong, Simon See, Lishu Luo, Haodong Duan, Pasquale Minervini, Yangqiu Song

CoRR, May, 2026

MemLens: Benchmarking Multimodal Long-Term Memory in Large Vision-Language Models.

Xiyu Ren, Zhaowei Wang, Yiming Du, Zhongwei Xie, Chi Liu, Xinlin Yang, Haoyue Feng, Wenjun Pan, Tianshi Zheng, Baixuan Xu, Zhengnan Li, Yangqiu Song, Ginny Y. Wong, Simon See

CoRR, May, 2026

Toward Trustworthy Evaluation of Sustainability Rating Methodologies: A Human-AI Collaborative Framework for Benchmark Dataset Construction.

Xiaoran Cai, Wang Yang, Xiyu Ren, Chekun Law, Rohit Sharma, Peng Qi

CoRR, February, 2026

2025

MMLongBench: Benchmarking Long-Context Vision-Language Models Effectively and Thoroughly.

Zhaowei Wang, Wenhao Yu, Xiyu Ren, Jipeng Zhang, Yu Zhao, Rohit Saxena, Liang Cheng, Ginny Y. Wong, Simon See, Pasquale Minervini, Yangqiu Song, Mark Steedman

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

ComparisonQA: Evaluating Factuality Robustness of LLMs Through Knowledge Frequency Control and Uncertainty.

Qing Zong, Zhaowei Wang, Tianshi Zheng, Xiyu Ren, Yangqiu Song

Proceedings of the Findings of the Association for Computational Linguistics, 2025