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2020 – today
- 2025
[c3]Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, Leilei Gan, Hao Jiang:
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis. AAAI 2025: 17123-17131- [c2]Wenyi Xiao, Ziwei Huang, Leilei Gan, Wanggui He, Haoyuan Li, Zhelun Yu, Fangxun Shu, Hao Jiang, Linchao Zhu:
Detecting and Mitigating Hallucination in Large Vision Language Models via Fine-Grained AI Feedback. AAAI 2025: 25543-25551 - [c1]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:
Autoregressive Pretraining with Mamba in Vision. ICLR 2025 - [i13]Shangzhe Di, Zhelun Yu, Guanghao Zhang, Haoyuan Li, Tao Zhong, Hao Cheng, Bolin Li, Wanggui He, Fangxun Shu, Hao Jiang:
Streaming Video Question-Answering with In-context Video KV-Cache Retrieval. CoRR abs/2503.00540 (2025) - [i12]Yi Wang, Mushui Liu, Wanggui He, Longxiang Zhang, Ziwei Huang, Guanghao Zhang, Fangxun Shu, Tao Zhong, Dong She, Zhelun Yu, Haoyuan Li, Weilong Dai, Mingli Song, Jie Song, Hao Jiang:
MINT: Multi-modal Chain of Thought in Unified Generative Models for Enhanced Image Generation. CoRR abs/2503.01298 (2025) - [i11]Guanghao Zhang, Tao Zhong, Yan Xia, Zhelun Yu, Haoyuan Li, Wanggui He, Fangxun Shu, Mushui Liu, Dong She, Yi Wang, Hao Jiang:
CMMCoT: Enhancing Complex Multi-Image Comprehension via Multi-Modal Chain-of-Thought and Memory Augmentation. CoRR abs/2503.05255 (2025) - [i10]Wenyi Xiao, Leilei Gan, Weilong Dai, Wanggui He, Ziwei Huang, Haoyuan Li, Fangxun Shu, Zhelun Yu, Peng Zhang, Hao Jiang, Fei Wu:
Fast-Slow Thinking for Large Vision-Language Model Reasoning. CoRR abs/2504.18458 (2025) - 2024
- [j1]Fangxun Shu
, Biaolong Chen, Yue Liao, Jinqiao Wang, Si Liu:
MAC: Masked Contrastive Pre-Training for Efficient Video-Text Retrieval. IEEE Trans. Multim. 26: 9962-9972 (2024) - [i9]Wenqiao Zhang, Tianwei Lin, Jiang Liu, Fangxun Shu, Haoyuan Li, Lei Zhang, Wanggui He, Hao Zhou, Zheqi Lv, Hao Jiang, Juncheng Li, Siliang Tang, Yueting Zhuang:
HyperLLaVA: Dynamic Visual and Language Expert Tuning for Multimodal Large Language Models. CoRR abs/2403.13447 (2024) - [i8]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:
Autoregressive Pretraining with Mamba in Vision. CoRR abs/2406.07537 (2024) - [i7]Wanggui He, Siming Fu, Mushui Liu, Xierui Wang, Wenyi Xiao, Fangxun Shu, Yi Wang, Lei Zhang, Zhelun Yu, Haoyuan Li, Ziwei Huang, Leilei Gan, Hao Jiang:
MARS: Mixture of Auto-Regressive Models for Fine-grained Text-to-image Synthesis. CoRR abs/2407.07614 (2024) - [i6]Fangxun Shu, Yue Liao, Le Zhuo, Chenning Xu, Guanghao Zhang, Haonan Shi, Long Chen, Tao Zhong, Wanggui He, Siming Fu, Haoyuan Li, Bolin Li, Zhelun Yu, Si Liu, Hongsheng Li, Hao Jiang:
LLaVA-MoD: Making LLaVA Tiny via MoE Knowledge Distillation. CoRR abs/2408.15881 (2024) - [i5]Chenning Xu, Fangxun Shu, Dian Jin, Jinghao Wei, Hao Jiang:
SAG: Style-Aligned Article Generation via Model Collaboration. CoRR abs/2410.03137 (2024) - [i4]Ziwei Huang, Wanggui He, Quanyu Long, Yandi Wang, Haoyuan Li, Zhelun Yu, Fangxun Shu, Long Chan, Hao Jiang, Leilei Gan, Fei Wu:
T2I-FactualBench: Benchmarking the Factuality of Text-to-Image Models with Knowledge-Intensive Concepts. CoRR abs/2412.04300 (2024) - 2023
- [i3]Fangxun Shu, Lei Zhang, Hao Jiang, Cihang Xie:
Audio-Visual LLM for Video Understanding. CoRR abs/2312.06720 (2023) - [i2]Lei Zhang, Fangxun Shu, Sucheng Ren, Bingchen Zhao, Hao Jiang, Cihang Xie:
Compress & Align: Curating Image-Text Data with Human Knowledge. CoRR abs/2312.06726 (2023) - 2022
- [i1]Fangxun Shu, Biaolong Chen, Yue Liao, Shuwen Xiao, Wenyu Sun, Xiaobo Li, Yousong Zhu, Jinqiao Wang, Si Liu:
Masked Contrastive Pre-Training for Efficient Video-Text Retrieval. CoRR abs/2212.00986 (2022)
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