HiCu: Leveraging Hierarchy for Curriculum Learning in Automated ICD Coding. - Weiming Ren; Ruijing Zeng; Tongzi Wu; Tianshu Zhu; Rahul G. Krishnan (MLHC, 2022)

MMMU: A Massive Multi-Discipline Multimodal Understanding and Reasoning Benchmark for Expert AGI. - Xiang Yue; Yuansheng Ni; Tianyu Zheng; Kai Zhang 033; Ruoqi Liu; Ge Zhang 009; Samuel Stevens 001; Dongfu Jiang; Weiming Ren; Yuxuan Sun 002; Cong Wei 001; Botao Yu; et al. (CVPR, 2024)

MMLU-Pro: A More Robust and Challenging Multi-Task Language Understanding Benchmark. - Yubo Wang; Xueguang Ma; Ge Zhang 009; Yuansheng Ni; Abhranil Chandra; Shiguang Guo; Weiming Ren; Aaran Arulraj; Xuan He; Ziyan Jiang; Tianle Li; Max Ku; et al. (NeurIPS, 2024)

ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation. - Weiming Ren; Harry Yang; Ge Zhang 009; Cong Wei 001; Xinrun Du; Stephen Huang; Wenhu Chen (CoRR, 2024)

StructLM: Towards Building Generalist Models for Structured Knowledge Grounding. - Alex Zhuang; Ge Zhang 009; Tianyu Zheng; Xinrun Du; Junjie Wang; Weiming Ren; Stephen W. Huang; Jie Fu 001; Xiang Yue; Wenhu Chen (CoRR, 2024)

AnyV2V: A Plug-and-Play Framework For Any Video-to-Video Editing Tasks. - Max Ku; Cong Wei 001; Weiming Ren; Harry Yang; Wenhu Chen (CoRR, 2024)

OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision. - Cong Wei 001; Zheyang Xiong; Weiming Ren; Xinrun Du; Ge Zhang 009; Wenhu Chen (CoRR, 2024)

Bi-level weighted mixed-domain self-attention network for non-contact heart rate estimation. - Weiming Ren; Yongyi Chen; Dan Zhang 001; Hamid Reza Karimi (Knowl. Based Syst., 2024)

A positional-aware attention PCa detection network on multi-parametric MRI. - Weiming Ren; Yongyi Chen; Dan Zhang 001 (Signal Image Video Process., 2024)

AnyV2V: A Tuning-Free Framework For Any Video-to-Video Editing Tasks. - Max Ku; Cong Wei 001; Weiming Ren; Huan Yang 005; Wenhu Chen (Trans. Mach. Learn. Res., 2024)

Video Diffusion Models: A Survey. - Andrew Melnik; Michal Ljubljanac; Cong Lu; Qi Yan; Weiming Ren; Helge J. Ritter (Trans. Mach. Learn. Res., 2024)

ConsistI2V: Enhancing Visual Consistency for Image-to-Video Generation. - Weiming Ren; Huan Yang 005; Ge Zhang 009; Cong Wei 001; Xinrun Du; Wenhao Huang 001; Wenhu Chen (Trans. Mach. Learn. Res., 2024)

VISTA: Enhancing Long-Duration and High-Resolution Video Understanding by Video Spatiotemporal Augmentation. - Weiming Ren; Huan Yang 005; Jie Min; Cong Wei 001; Wenhu Chen (CVPR, 2025)

OmniEdit: Building Image Editing Generalist Models Through Specialist Supervision. - Cong Wei 001; Zheyang Xiong; Weiming Ren; Xeron Du; Ge Zhang 009; Wenhu Chen (ICLR, 2025)

SAMPL: Self-Attention Modelled Patch Learning for Efficient Visual Understanding. - Zhiming Hu; Salar Hosseini Khorasgani; Weiming Ren; Iqbal Mohomed (MMSys, 2025)

Vamba: Understanding Hour-Long Videos with Hybrid Mamba-Transformers. - Weiming Ren; Wentao Ma; Huan Yang 005; Cong Wei 001; Ge Zhang 009; Wenhu Chen (CoRR, 2025)

VideoEval-Pro: Robust and Realistic Long Video Understanding Evaluation. - Wentao Ma; Weiming Ren; Yiming Jia; Zhuofeng Li; Ping Nie; Ge Zhang 009; Wenhu Chen (CoRR, 2025)

Pixel Reasoner: Incentivizing Pixel-Space Reasoning with Curiosity-Driven Reinforcement Learning. - Alex Su; Haozhe Wang 002; Weiming Ren; Fangzhen Lin; Wenhu Chen (CoRR, 2025)

Hallucination Score: Towards Mitigating Hallucinations in Generative Image Super-Resolution. - Weiming Ren; Raghav Goyal; Zhiming Hu; Tristan Aumentado-Armstrong; Iqbal Mohomed; Alex Levinshtein (CoRR, 2025)