Bingni Zhang

According to our database, Bingni Zhang authored at least 8 papers between 2025 and 2026.

Collaborative distances:

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

2026

InfoLaw: Information Scaling Laws for Large Language Models with Quality-Weighted Mixture Data and Repetition.

Fengze Liu, Weidong Zhou, Binbin Li, Ping Guo, Zijun Wang, Bingni Zhang, Yifan Zhang, Yifeng Yu, Xiaohuan Zhou, Taifeng Wang

CoRR, May, 2026

Target-Oriented Pretraining Data Selection via Neuron-Activated Graph.

Zijun Wang, Haoqin Tu, Weidong Zhou, Yiyang Zhou, Xiaohuan Zhou, Bingni Zhang, Weiguo Feng, Taifeng Wang, Cihang Xie, Fengze Liu

CoRR, April, 2026

2025

Exploring Polyglot Harmony: On Multilingual Data Allocation for Large Language Models Pretraining.

Ping Guo, Yubing Ren, Binbin Li, Fengze Liu, Haobin Lin, Yifan Zhang, Bingni Zhang, Taifeng Wang, Yin Zheng

CoRR, September, 2025

MuRating: A High Quality Data Selecting Approach to Multilingual Large Language Model Pretraining.

Zhixun Chen, Ping Guo, Wenhan Han, Yifan Zhang, Binbin Li, Haobin Lin, Fengze Liu, Yan Zhao, Bingni Zhang, Taifeng Wang, Yin Zheng, Meng Fang

CoRR, July, 2025

MuBench: Assessment of Multilingual Capabilities of Large Language Models Across 61 Languages.

Wenhan Han, Yifan Zhang, Zhixun Chen, Binbin Li, Haobin Lin, Bingni Zhang, Taifeng Wang, Mykola Pechenizkiy, Meng Fang, Yin Zheng

CoRR, June, 2025

QuaDMix: Quality-Diversity Balanced Data Selection for Efficient LLM Pretraining.

Fengze Liu, Weidong Zhou, Binbin Li, Zhimiao Yu, Yifan Zhang, Haobin Lin, Yifeng Yu, Bingni Zhang, Xiaohuan Zhou, Taifeng Wang, Yong Cao

CoRR, April, 2025

TempFlex: Advancing MLLMs with Temporal Perception and Natively Scalable Resolution Encoding.

Zhanyu Wang, Chen Tang, Haoyu He, Kuan Feng, Chao Wang, Bingni Zhang, Xiaolei XU, Shen Wang, Luping Zhou

Trans. Mach. Learn. Res., 2025

Frame-Voyager: Learning to Query Frames for Video Large Language Models.

Sicheng Yu, Chengkai Jin, Huanyu Wang, Zhenghao Chen, Sheng Jin, Zhongrong Zuo, Xiaolei Xu, Zhenbang Sun, Bingni Zhang, Jiawei Wu, Hao Zhang, Qianru Sun

Proceedings of the Thirteenth International Conference on Learning Representations, 2025