Masked Contrastive Pre-Training for Efficient Video-Text Retrieval. - Fangxun Shu; Biaolong Chen; Yue Liao; Shuwen Xiao; Wenyu Sun; Xiaobo Li; Yousong Zhu; Jinqiao Wang; Si Liu 001 (CoRR, 2022)

Audio-Visual LLM for Video Understanding. - Fangxun Shu; Lei Zhang 067; Hao Jiang; Cihang Xie (CoRR, 2023)

Compress & Align: Curating Image-Text Data with Human Knowledge. - Lei Zhang 067; Fangxun Shu; Sucheng Ren; Bingchen Zhao; Hao Jiang; Cihang Xie (CoRR, 2023)

HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models. - Wenqiao Zhang; Tianwei Lin; Jiang Liu; Fangxun Shu; Haoyuan Li 002; Lei Zhang 006; Wanggui He; Hao Zhou; Zheqi Lv; Hao Jiang 014; Juncheng Li 006; Siliang Tang; et al. (CoRR, 2024)

LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation. - Fangxun Shu; Yue Liao; Le Zhuo; Chenning Xu; Guanghao Zhang; Haonan Shi; Long Chen 016; Tao Zhong; Wanggui He; Siming Fu; Haoyuan Li 002; Bolin Li; et al. (CoRR, 2024)

SAG: Style-Aligned Article Generation via Model Collaboration. - Chenning Xu; Fangxun Shu; Dian Jin; Jinghao Wei; Hao Jiang (CoRR, 2024)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. - Ziwei Huang; Wanggui He; Quanyu Long; Yandi Wang; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Long Chan; Hao Jiang 014; Leilei Gan; Fei Wu 001 (CoRR, 2024)

MAC: Masked Contrastive Pre-Training for Efficient Video-Text Retrieval. - Fangxun Shu; Biaolong Chen; Yue Liao; Jinqiao Wang; Si Liu 001 (IEEE Trans. Multim., 2024)

MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis. - Wanggui He; Siming Fu; Mushui Liu; Xierui Wang; Wenyi Xiao; Fangxun Shu; Yi Wang; Lei Zhang 006; Zhelun Yu; Haoyuan Li 002; Ziwei Huang; Leilei Gan; et al. (AAAI, 2025)

Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback. - Wenyi Xiao; Ziwei Huang; Leilei Gan; Wanggui He; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Hao Jiang 014; Linchao Zhu (AAAI, 2025)

T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. - Ziwei Huang; Wanggui He; Quanyu Long; Yandi Wang; Haoyuan Li 002; Zhelun Yu; Fangxun Shu; Weilong Dai; Hao Jiang 014; Fei Wu 001; Leilei Gan (ACL (1), 2025)

Streaming Video Question-Answering with In-context Video KV-Cache Retrieval. - Shangzhe Di; Zhelun Yu; Guanghao Zhang; Haoyuan Li 002; Tao Zhong; Hao Cheng; Bolin Li; Wanggui He; Fangxun Shu; Hao Jiang 014 (ICLR, 2025)

Autoregressive Pretraining with Mamba in Vision. - Sucheng Ren; Xianhang Li; Haoqin Tu; Feng Wang; Fangxun Shu; Lei Zhang; Jieru Mei; Linjie Yang; Peng Wang; Heng Wang; Alan L. Yuille; Cihang Xie (ICLR, 2025)

LLaVA-MoD: Making LLaVA Tiny via MoE-Knowledge Distillation. - Fangxun Shu; Yue Liao; Lei Zhang 006; Le Zhuo; Chenning Xu; Guanghao Zhang; Haonan Shi; Long Chan; Tao Zhong; Zhelun Yu; Wanggui He; Siming Fu; et al. (ICLR, 2025)

MINT: Multi-modal Chain of Thought in Unified Generative Models for Enhanced Image Generation. - Yi Wang; Mushui Liu; Wanggui He; Longxiang Zhang; Ziwei Huang; Guanghao Zhang; Fangxun Shu; Tao Zhong; Dong She; Zhelun Yu; Haoyuan Li 002; Weilong Dai; et al. (CoRR, 2025)

CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation. - Guanghao Zhang; Tao Zhong; Yan Xia 006; Zhelun Yu; Haoyuan Li 002; Wanggui He; Fangxun Shu; Mushui Liu; Dong She; Yi Wang; Hao Jiang 014 (CoRR, 2025)

Fast-Slow Thinking for Large Vision-Language Model Reasoning. - Wenyi Xiao; Leilei Gan; Weilong Dai; Wanggui He; Ziwei Huang; Haoyuan Li 002; Fangxun Shu; Zhelun Yu; Peng Zhang 075; Hao Jiang 014; Fei Wu 001 (CoRR, 2025)