MATHVERSE: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? - Renrui Zhang; Dongzhi Jiang; Yichi Zhang; Haokun Lin; Ziyu Guo; Pengshuo Qiu; Aojun Zhou; Pan Lu; Kai-Wei Chang; Yu Qiao 001; Peng Gao 007; Hongsheng Li 001 (ECCV (8), 2024)

MathVerse: Does Your Multi-modal LLM Truly See the Diagrams in Visual Math Problems? - Renrui Zhang; Dongzhi Jiang; Yichi Zhang; Haokun Lin; Ziyu Guo; Pengshuo Qiu; Aojun Zhou; Pan Lu; Kai-Wei Chang; Peng Gao 007; Hongsheng Li 001 (CoRR, 2024)

Scenarios and Approaches for Situated Natural Language Explanations. - Pengshuo Qiu; Frank Rudzicz; Zining Zhu 001 (CoRR, 2024)

MMSearch: Benchmarking the Potential of Large Models as Multi-modal Search Engines. - Dongzhi Jiang; Renrui Zhang; Ziyu Guo; Yanmin Wu; Jiayi Lei; Pengshuo Qiu; Pan Lu; Zehui Chen; Guanglu Song; Peng Gao 007; Yu Liu 015; Chunyuan Li; et al. (CoRR, 2024)

MMSearch: Unveiling the Potential of Large Models as Multi-modal Search Engines. - Dongzhi Jiang; Renrui Zhang; Ziyu Guo; Yanmin Wu; Jiayi Lei; Pengshuo Qiu; Pan Lu; Zehui Chen; Guanglu Song; Peng Gao 007; Yu Liu 015; Chunyuan Li; et al. (ICLR, 2025)

PiSA: A Self-Augmented Data Engine and Training Strategy for 3D Understanding with Large Models. - Zilu Guo; Hongbin Lin; Zhihao Yuan; Chaoda Zheng; Pengshuo Qiu; Dongzhi Jiang; Renrui Zhang; Chun-Mei Feng 001; Zhen Li 026 (CoRR, 2025)