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2020 – today
- 2024
[j2]Ruifeng Guo
, Jingxuan Wei, Linzhuang Sun, Bihui Yu, Guiyong Chang, Dawei Liu, Sibo Zhang, Zhengbing Yao, Mingjun Xu, Liping Bu:
A survey on advancements in image-text multimodal models: From general techniques to biomedical implementations. Comput. Biol. Medicine 178: 108709 (2024)- [j1]Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Enhancing human-like multimodal reasoning: a new challenging dataset and comprehensive framework. Neural Comput. Appl. 36(33): 20849-20861 (2024) - [c3]Jingxuan Wei, Linzhuang Sun, Yichong Leng, Xu Tan, Bihui Yu, Ruifeng Guo:
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation. IJCAI 2024: 6531-6540 - [c2]Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled Consistency. ECML/PKDD (3) 2024: 3-20 - [i12]Jingxuan Wei, Linzhuang Sun, Yichong Leng, Xu Tan, Bihui Yu, Ruifeng Guo:
Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation. CoRR abs/2404.14827 (2024) - [i11]Cheng Tan, Jingxuan Wei, Linzhuang Sun, Zhangyang Gao, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning. CoRR abs/2405.20834 (2024) - [i10]Linzhuang Sun, Hao Liang, Jingxuan Wei, Linkun Sun, Bihui Yu, Bin Cui, Wentao Zhang:
Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data. CoRR abs/2407.01937 (2024) - [i9]Hao Liang, Jiapeng Li, Tianyi Bai, Xijie Huang, Linzhuang Sun, Zhengren Wang, Conghui He, Bin Cui, Chong Chen, Wentao Zhang:
KeyVideoLLM: Towards Large-scale Video Keyframe Selection. CoRR abs/2407.03104 (2024) - [i8]Zheng Liu, Hao Liang, Xijie Huang, Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang:
SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models. CoRR abs/2407.20756 (2024) - [i7]Hao Liang, Linzhuang Sun, Jingxuan Wei, Xijie Huang, Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang:
Synth-Empathy: Towards High-Quality Synthetic Empathy Data. CoRR abs/2407.21669 (2024) - [i6]Minxuan Zhou, Hao Liang, Tianpeng Li, Zhiyu Wu, Mingan Lin, Linzhuang Sun, Yaqi Zhou, Yan Zhang, Xiaoqin Huang, Yicong Chen, Yujing Qiao, Weipeng Chen, Bin Cui, Wentao Zhang, Zenan Zhou:
MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark. CoRR abs/2408.07543 (2024) - 2023
- [c1]Bihui Yu, Linzhuang Sun, Jingxuan Wei, Shuyue Tan, Yiman Zhao, Liping Bu:
TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge. ADMA (2) 2023: 692-707 - [i5]Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li:
Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework. CoRR abs/2307.12626 (2023) - [i4]Ruifeng Guo, Jingxuan Wei, Linzhuang Sun, Bihui Yu, Guiyong Chang, Dawei Liu, Sibo Zhang, Zhengbing Yao, Mingjun Xu, Liping Bu:
A Survey on Image-text Multimodal Models. CoRR abs/2309.15857 (2023) - [i3]Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Xihong Yang, Stan Z. Li:
Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training. CoRR abs/2311.14109 (2023) - [i2]Bihui Yu, Sibo Zhang, Lili Zhou, Jingxuan Wei, Linzhuang Sun, Liping Bu:
Human-computer Interaction for Brain-inspired Computing Based on Machine Learning And Deep Learning: A Review. CoRR abs/2312.07213 (2023) - [i1]Linzhuang Sun, Nan Xu, Jingxuan Wei, Bihui Yu, Liping Bu, Yin Luo:
Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory. CoRR abs/2312.08702 (2023)
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