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2020 – today
- 2025
[c3]Yuhao Dong, Zuyan Liu, Hai-Long Sun, Jingkang Yang, Winston Hu, Yongming Rao, Ziwei Liu:
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models. CVPR 2025: 9062-9072- [c2]Zuyan Liu, Yuhao Dong, Ziwei Liu, Winston Hu, Jiwen Lu, Yongming Rao:
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution. ICLR 2025 - [c1]Tianyu Liu, Yun Li, Qitan Lv, Kai Liu, Jianchen Zhu, Winston Hu, Xiao Sun:
PEARL: Parallel Speculative Decoding with Adaptive Draft Length. ICLR 2025 - [i7]Huanqia Cai, Yijun Yang, Winston Hu:
MM-IQ: Benchmarking Human-Like Abstraction and Reasoning in Multimodal Models. CoRR abs/2502.00698 (2025) - [i6]Zuyan Liu, Yuhao Dong, Jiahui Wang, Ziwei Liu, Winston Hu, Jiwen Lu, Yongming Rao:
Ola: Pushing the Frontiers of Omni-Modal Language Model with Progressive Modality Alignment. CoRR abs/2502.04328 (2025) - [i5]Tianle Li, Yongming Rao, Winston Hu, Yu Cheng:
BREEN: Bridge Data-Efficient Encoder-Free Multimodal Learning with Learnable Queries. CoRR abs/2503.12446 (2025) - [i4]Dingchen Yang, Bowen Cao, Anran Zhang, Weibo Gu, Winston Hu, Guang Chen:
Beyond Intermediate States: Explaining Visual Redundancy through Language. CoRR abs/2503.20540 (2025) - 2024
- [i3]Tianyu Liu, Yun Li, Qitan Lv, Kai Liu, Jianchen Zhu, Winston Hu:
Parallel Speculative Decoding with Adaptive Draft Length. CoRR abs/2408.11850 (2024) - [i2]Zuyan Liu, Yuhao Dong, Ziwei Liu, Winston Hu, Jiwen Lu, Yongming Rao:
Oryx MLLM: On-Demand Spatial-Temporal Understanding at Arbitrary Resolution. CoRR abs/2409.12961 (2024) - [i1]Yuhao Dong, Zuyan Liu, Hai-Long Sun, Jingkang Yang, Winston Hu, Yongming Rao, Ziwei Liu:
Insight-V: Exploring Long-Chain Visual Reasoning with Multimodal Large Language Models. CoRR abs/2411.14432 (2024)
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