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2020 – today
- 2025
[j3]Kaituo Feng
, Yikun Miao, Changsheng Li, Ye Yuan, Guoren Wang:
Shared Growth of Graph Neural Networks via Prompted Free-Direction Knowledge Distillation. IEEE Trans. Pattern Anal. Mach. Intell. 47(6): 4377-4394 (2025)- [i18]Kaituo Feng, Kaixiong Gong, Bohao Li, Zonghao Guo, Yibing Wang, Tianshuo Peng, Benyou Wang, Xiangyu Yue:
Video-R1: Reinforcing Video Reasoning in MLLMs. CoRR abs/2503.21776 (2025) - [i17]Kaixuan Fan, Kaituo Feng, Haoming Lyu, Dongzhan Zhou, Xiangyu Yue:
SophiaVL-R1: Reinforcing MLLMs Reasoning with Thinking Reward. CoRR abs/2505.17018 (2025) - [i16]Jiakang Yuan, Tianshuo Peng, Yilei Jiang, Yiting Lu, Renrui Zhang, Kaituo Feng, Chaoyou Fu, Tao Chen, Lei Bai, Bo Zhang, Xiangyu Yue:
MME-Reasoning: A Comprehensive Benchmark for Logical Reasoning in MLLMs. CoRR abs/2505.21327 (2025) - [i15]Xiaoying Zhang, Hao Sun, Yipeng Zhang, Kaituo Feng, Chaochao Lu, Chao Yang, Helen Meng:
Critique-GRPO: Advancing LLM Reasoning with Natural Language and Numerical Feedback. CoRR abs/2506.03106 (2025) - [i14]Junfei Wu, Jian Guan, Kaituo Feng, Qiang Liu, Shu Wu, Liang Wang, Wei Wu, Tieniu Tan:
Reinforcing Spatial Reasoning in Vision-Language Models with Interwoven Thinking and Visual Drawing. CoRR abs/2506.09965 (2025) - [i13]Peiwen Sun, Shiqiang Lang, Dongming Wu, Yi Ding, Kaituo Feng, Huadai Liu, Zhen Ye, Rui Liu, Yun-Hui Liu, Jianan Wang, Xiangyu Yue:
SpaceVista: All-Scale Visual Spatial Reasoning from mm to km. CoRR abs/2510.09606 (2025) - [i12]Dian Zheng, Manyuan Zhang, Hongyu Li, Kai Zou, Hongbo Liu, Ziyu Guo, Kaituo Feng, Yexin Liu, Ying Luo, Yan Feng, Peng Pei, Xunliang Cai, Hongsheng Li:
Architecture Decoupling Is Not All You Need For Unified Multimodal Model. CoRR abs/2511.22663 (2025) - [i11]Kaituo Feng, Manyuan Zhang, Hongyu Li, Kaixuan Fan, Shuang Chen, Yilei Jiang, Dian Zheng, Peiwen Sun, Yiyuan Zhang, Haoze Sun, Yan Feng, Peng Pei, Xunliang Cai, Xiangyu Yue:
OneThinker: All-in-one Reasoning Model for Image and Video. CoRR abs/2512.03043 (2025) - [i10]Hongyu Li, Manyuan Zhang, Dian Zheng, Ziyu Guo, Yimeng Jia, Kaituo Feng, Hao Yu, Yexin Liu, Yan Feng, Peng Pei, Xunliang Cai, Linjiang Huang, Hongsheng Li, Si Liu:
EditThinker: Unlocking Iterative Reasoning for Any Image Editor. CoRR abs/2512.05965 (2025) - [i9]Chaoyang Wang, Kaituo Feng, Dongyang Chen, Zhongyu Wang, Zhixun Li, Sicheng Gao, Meng Meng, Xu Zhou, Manyuan Zhang, Yuzhang Shang, Xiangyu Yue:
AdaTooler-V: Adaptive Tool-Use for Images and Videos. CoRR abs/2512.16918 (2025) - 2024
- [j2]Shiye Wang, Kaituo Feng, Changsheng Li, Ye Yuan, Guoren Wang:
Learning to Generate Parameters of ConvNets for Unseen Image Data. IEEE Trans. Image Process. 33: 5577-5592 (2024) - [j1]Hanjie Li, Changsheng Li, Kaituo Feng, Ye Yuan, Guoren Wang, Hongyuan Zha:
Robust Knowledge Adaptation for Dynamic Graph Neural Networks. IEEE Trans. Knowl. Data Eng. 36(11): 6920-6933 (2024) - [c4]Kaituo Feng, Changsheng Li, Dongchun Ren, Ye Yuan, Guoren Wang:
On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving. CVPR 2024: 15099-15108 - [c3]Kaituo Feng, Changsheng Li, Xiaolu Zhang, Jun Zhou, Ye Yuan, Guoren Wang:
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs. ICML 2024: 13241-13255 - [i8]Kaituo Feng, Changsheng Li, Dongchun Ren, Ye Yuan, Guoren Wang:
On the Road to Portability: Compressing End-to-End Motion Planner for Autonomous Driving. CoRR abs/2403.01238 (2024) - [i7]Kaituo Feng, Changsheng Li, Xiaolu Zhang, Jun Zhou, Ye Yuan, Guoren Wang:
Keypoint-based Progressive Chain-of-Thought Distillation for LLMs. CoRR abs/2405.16064 (2024) - [i6]Xi Chen, Kaituo Feng, Changsheng Li, Xunhao Lai, Xiangyu Yue, Ye Yuan, Guoren Wang:
Fira: Can We Achieve Full-rank Training of LLMs Under Low-rank Constraint? CoRR abs/2410.01623 (2024) - [i5]Kaixiong Gong, Kaituo Feng, Bohao Li, Yibing Wang, Mofan Cheng, Shijia Yang, Jiaming Han, Benyou Wang, Yutong Bai, Zhuoran Yang, Xiangyu Yue:
AV-Odyssey Bench: Can Your Multimodal LLMs Really Understand Audio-Visual Information? CoRR abs/2412.02611 (2024) - 2023
- [c2]Kaituo Feng, Changsheng Li, Xiaolu Zhang, Jun Zhou:
Towards Open Temporal Graph Neural Networks. ICLR 2023 - [i4]Kaituo Feng, Changsheng Li, Xiaolu Zhang, Jun Zhou:
Towards Open Temporal Graph Neural Networks. CoRR abs/2303.15015 (2023) - [i3]Shiye Wang, Kaituo Feng, Changsheng Li, Ye Yuan, Guoren Wang:
Learning to Generate Parameters of ConvNets for Unseen Image Data. CoRR abs/2310.11862 (2023) - 2022
- [c1]Kaituo Feng, Changsheng Li, Ye Yuan, Guoren Wang:
FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks. KDD 2022: 357-366 - [i2]Kaituo Feng, Changsheng Li, Ye Yuan, Guoren Wang:
FreeKD: Free-direction Knowledge Distillation for Graph Neural Networks. CoRR abs/2206.06561 (2022) - [i1]Hanjie Li, Changsheng Li, Kaituo Feng, Ye Yuan, Guoren Wang, Hongyuan Zha:
Robust Knowledge Adaptation for Dynamic Graph Neural Networks. CoRR abs/2207.10839 (2022)
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