Linzhuang Sun

According to our database, Linzhuang Sun authored at least 17 papers between 2023 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Enhancing human-like multimodal reasoning: a new challenging dataset and comprehensive framework.

Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li

Neural Comput. Appl., November, 2024

MathScape: Evaluating MLLMs in multimodal Math Scenarios through a Hierarchical Benchmark.

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

CoRR, 2024

Synth-Empathy: Towards High-Quality Synthetic Empathy Data.

Hao Liang, Linzhuang Sun, Jingxuan Wei, Xijie Huang, Linkun Sun, Bihui Yu, Conghui He, Wentao Zhang

CoRR, 2024

SynthVLM: High-Efficiency and High-Quality Synthetic Data for Vision Language Models.

Zheng Liu, Hao Liang, Xijie Huang, Wentao Xiong, Qinhan Yu, Linzhuang Sun, Chong Chen, Conghui He, Bin Cui, Wentao Zhang

CoRR, 2024

KeyVideoLLM: Towards Large-scale Video Keyframe Selection.

Hao Liang, Jiapeng Li, Tianyi Bai, Xijie Huang, Linzhuang Sun, Zhengren Wang, Conghui He, Bin Cui, Chong Chen, Wentao Zhang

CoRR, 2024

Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Linkun Sun, Bihui Yu, Bin Cui, Wentao Zhang

CoRR, 2024

Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning.

Cheng Tan, Jingxuan Wei, Linzhuang Sun, Zhangyang Gao, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li

CoRR, 2024

A survey on advancements in image-text multimodal models: From general techniques to biomedical implementations.

Ruifeng Guo, Jingxuan Wei, Linzhuang Sun, Bihui Yu, Guiyong Chang, Dawei Liu, Sibo Zhang, Zhengbing Yao, Mingjun Xu, Liping Bu

Comput. Biol. Medicine, 2024

Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled Consistency.

Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo, Stan Z. Li

Proceedings of the Machine Learning and Knowledge Discovery in Databases. Research Track, 2024

Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation.

Jingxuan Wei, Linzhuang Sun, Yichong Leng, Xu Tan, Bihui Yu, Ruifeng Guo

Proceedings of the Thirty-Third International Joint Conference on Artificial Intelligence, 2024

Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-consistency Training.

Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Ruifeng Guo, Bihui Yu, Stan Z. Li

Proceedings of the Computer Vision - ECCV 2024, 2024

2023

Rational Sensibility: LLM Enhanced Empathetic Response Generation Guided by Self-presentation Theory.

Linzhuang Sun, Nan Xu, Jingxuan Wei, Bihui Yu, Liping Bu, Yin Luo

CoRR, 2023

Human-computer Interaction for Brain-inspired Computing Based on Machine Learning And Deep Learning: A Review.

Bihui Yu, Sibo Zhang, Lili Zhou, Jingxuan Wei, Linzhuang Sun, Liping Bu

CoRR, 2023

Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training.

Cheng Tan, Jingxuan Wei, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Xihong Yang, Stan Z. Li

CoRR, 2023

A Survey on Image-text Multimodal Models.

Ruifeng Guo, Jingxuan Wei, Linzhuang Sun, Bihui Yu, Guiyong Chang, Dawei Liu, Sibo Zhang, Zhengbing Yao, Mingjun Xu, Liping Bu

CoRR, 2023

Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework.

Jingxuan Wei, Cheng Tan, Zhangyang Gao, Linzhuang Sun, Siyuan Li, Bihui Yu, Ruifeng Guo, Stan Z. Li

CoRR, 2023

TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge.

Bihui Yu, Linzhuang Sun, Jingxuan Wei, Shuyue Tan, Yiman Zhao, Liping Bu

Proceedings of the Advanced Data Mining and Applications - 19th International Conference, 2023