ChartAssistant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning. - Fanqing Meng; Wenqi Shao; Quanfeng Lu; Peng Gao 007; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (ACL (Findings), 2024)

OmniMedVQA: A New Large-Scale Comprehensive Evaluation Benchmark for Medical LVLM. - Yutao Hu 002; Tianbin Li; Quanfeng Lu; Wenqi Shao; Junjun He; Yu Qiao 001; Ping Luo 002 (CVPR, 2024)

MMT-Bench: A Comprehensive Multimodal Benchmark for Evaluating Large Vision-Language Models Towards Multitask AGI. - Kaining Ying; Fanqing Meng; Jin Wang; Zhiqian Li; Han Lin; Yue Yang; Hao Zhang 117; Wenbo Zhang 009; Yuqi Lin; Shuo Liu; Jiayi Lei; Quanfeng Lu; et al. (ICML, 2024)

ChartAssisstant: A Universal Chart Multimodal Language Model via Chart-to-Table Pre-training and Multitask Instruction Tuning. - Fanqing Meng; Wenqi Shao; Quanfeng Lu; Peng Gao 007; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

GUI Odyssey: A Comprehensive Dataset for Cross-App GUI Navigation on Mobile Devices. - Quanfeng Lu; Wenqi Shao; Zitao Liu; Fanqing Meng; Boxuan Li; Botong Chen; Siyuan Huang 004; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

PhyBench: A Physical Commonsense Benchmark for Evaluating Text-to-Image Models. - Fanqing Meng; Wenqi Shao; Lixin Luo; Yahong Wang; Yiran Chen 013; Quanfeng Lu; Yue Yang; Tianshuo Yang; Kaipeng Zhang; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models. - Fanqing Meng; Jin Wang; Chuanhao Li 001; Quanfeng Lu; Hao Tian 006; Jiaqi Liao; Xizhou Zhu; Jifeng Dai; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang; Wenqi Shao (CoRR, 2024)

Towards World Simulator: Crafting Physical Commonsense-Based Benchmark for Video Generation. - Fanqing Meng; Jiaqi Liao; Xinyu Tan; Wenqi Shao; Quanfeng Lu; Kaipeng Zhang; Yu Cheng 001; Dianqi Li; Yu Qiao 001; Ping Luo 002 (CoRR, 2024)

MMIU: Multimodal Multi-image Understanding for Evaluating Large Vision-Language Models. - Fanqing Meng; Jin Wang; Chuanhao Li 001; Quanfeng Lu; Hao Tian 006; Tianshuo Yang; Jiaqi Liao; Xizhou Zhu; Jifeng Dai; Yu Qiao 001; Ping Luo 002; Kaipeng Zhang; et al. (ICLR, 2025)

MM-Eureka: Exploring Visual Aha Moment with Rule-based Large-scale Reinforcement Learning. - Fanqing Meng; Lingxiao Du; Zongkai Liu; Zhixiang Zhou; Quanfeng Lu; Daocheng Fu; Botian Shi; Wenhai Wang; Junjun He; Kaipeng Zhang; Ping Luo 002; Yu Qiao 001; et al. (CoRR, 2025)

LLM4Ranking: An Easy-to-use Framework of Utilizing Large Language Models for Document Reranking. - Qi Liu 071; Haozhe Duan; Yiqun Chen 004; Quanfeng Lu; Weiwei Sun 001; Jiaxin Mao (CoRR, 2025)

UniFork: Exploring Modality Alignment for Unified Multimodal Understanding and Generation. - Teng Li; Quanfeng Lu; Lirui Zhao; Hao Li; Xizhou Zhu; Yu Qiao 001; Jun Zhang; Wenqi Shao (CoRR, 2025)