Linzhuang Sun

According to our database, Linzhuang Sun authored at least 41 papers between 2023 and 2026.

Collaborative distances:

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

2026

PAGER: Bridging the Semantic-Execution Gap in Point-Precise Geometric GUI Control.

Jingxuan Wei, Xi Bai, Shan Liu, Caijun Jia, Zheng Sun, Xinglong Xu, Siyuan Li, Linzhuang Sun, Bihui Yu, Conghui He, Cheng Tan

CoRR, May, 2026

K12-KGraph: A Curriculum-Aligned Knowledge Graph for Benchmarking and Training Educational LLMs.

Hao Liang, Qihan Lin, Zhaoyang Han, Xiaochen Ma, Zhen Hao Wong, Meiyi Qiang, Linzhuang Sun, Wentao Zhang

CoRR, May, 2026

How RL Unlocks the Aha Moment in Geometric Interleaved Reasoning.

Xiangxiang Zhang, Caijun Jia, Siyuan Li, Dingyu He, Xiya Xiong, Zheng Sun, Honghao He, Yuchen Wu, Bihui Yu, Linzhuang Sun, Cheng Tan, Jingxuan Wei

CoRR, March, 2026

Thinking with Drafting: Optical Decompression via Logical Reconstruction.

Jingxuan Wei, Honghao He, Caijun Jia, Siyuan Li, Zheng Sun, Yuhang Xu, Yuanyuan Lin, Linzhuang Sun, Yuchen Wu, Bihui Yu, Xiangxiang Zhang, Cheng Tan

CoRR, February, 2026

Baichuan-M3: Modeling Clinical Inquiry for Reliable Medical Decision-Making.

Chengfeng Dou, Fan Yang, Fei Li, Jiyuan Jia, Qiang Ju, Shuai Wang, Tianpeng Li, Xiangrong Zeng, Yijie Zhou, Hongda Zhang, Jinyang Tai, Linzhuang Sun, Peidong Guo, Yichuan Mo, Xiaochuan Wang, Hengfu Cui, Zhishou Zhang

CoRR, February, 2026

2025

BRACE: A Benchmark for Robust Audio Caption Quality Evaluation.

Tianyu Guo, Hongyu Chen, Hao Liang, Meiyi Qiang, Bohan Zeng, Linzhuang Sun, Bin Cui, Wentao Zhang

CoRR, December, 2025

GGBench: A Geometric Generative Reasoning Benchmark for Unified Multimodal Models.

Jingxuan Wei, Caijun Jia, Xi Bai, Xinglong Xu, Siyuan Li, Linzhuang Sun, Bihui Yu, Conghui He, Lijun Wu, Cheng Tan

CoRR, November, 2025

Rethinking Text-to-SQL: Dynamic Multi-turn SQL Interaction for Real-world Database Exploration.

Linzhuang Sun, Tianyu Guo, Hao Liang, Yuying Li, Qifeng Cai, Jingxuan Wei, Bihui Yu, Wentao Zhang, Bin Cui

CoRR, October, 2025

Baichuan-M2: Scaling Medical Capability with Large Verifier System.

Chengfeng Dou, Chong Liu, Fan Yang, Fei Li, Jiyuan Jia, Mingyang Chen, Qiang Ju, Shuai Wang, Shunya Dang, Tianpeng Li, Xiangrong Zeng, Yijie Zhou, Chenzheng Zhu, Da Pan, Fei Deng, Guangwei Ai, Guosheng Dong, Hongda Zhang, Jinyang Tai, Jixiang Hong, Kai Lu, Linzhuang Sun, Peidong Guo, Qian Ma, Rihui Xin, Shihui Yang, Shusen Zhang, Yichuan Mo, Zheng Liang, Zhishou Zhang, Hengfu Cui, Zuyi Zhu, Xiaochuan Wang

CoRR, September, 2025

Geoint-R1: Formalizing Multimodal Geometric Reasoning with Dynamic Auxiliary Constructions.

Jingxuan Wei, Caijun Jia, Qi Chen, Honghao He, Linzhuang Sun, Conghui He, Lijun Wu, Bihui Yu, Cheng Tan

CoRR, August, 2025

LLaVA-NeuMT: Selective Layer-Neuron Modulation for Efficient Multilingual Multimodal Translation.

Jingxuan Wei, Caijun Jia, Qi Chen, Yujun Cai, Linzhuang Sun, Xiangxiang Zhang, Gaowei Wu, Bihui Yu

CoRR, July, 2025

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang

CoRR, February, 2025

Baichuan-M1: Pushing the Medical Capability of Large Language Models.

Bingning Wang, Haizhou Zhao, Huozhi Zhou, Liang Song, Mingyu Xu, Wei Cheng, Xiangrong Zeng, Yupeng Zhang, Yuqi Huo, Zecheng Wang, Zhengyun Zhao, Da Pan, Fan Yang, Fei Kou, Fei Li, Fuzhong Chen, Guosheng Dong, Han Liu, Hongda Zhang, Jin He, Jinjie Yang, Kangxi Wu, Kegeng Wu, Lei Su, Linlin Niu, Linzhuang Sun, Mang Wang, Pengcheng Fan, Qianli Shen, Rihui Xin, Shunya Dang, Songchi Zhou, Weipeng Chen, Wenjing Luo, Xin Chen, Xin Men, Xionghai Lin, Xuezhen Dong, Yan Zhang, Yifei Duan, Yuyan Zhou, Zhi Ma, Zhiying Wu

CoRR, February, 2025

Brain-inspired computing based on deep learning for human-computer interaction: A review.

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

Neurocomputing, 2025

ReSearch: Learning to Reason with Search for LLMs via Reinforcement Learning.

Mingyang Chen, Linzhuang Sun, Tianpeng Li, Haoze Sun, Yijie Zhou, Chenzheng Zhu, Haofen Wang, Jeff Z. Pan, Wen Zhang, Huajun Chen, Fan Yang, Zenan Zhou, Weipeng Chen

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2025, 2025

MathScape: Benchmarking Multimodal Large Language Models in Real-World Mathematical Contexts.

Hao Liang, Linzhuang Sun, zhouminxuan zhouminxuan, Zirong Chen, Meiyi Qiang, Mingan Lin, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang

Proceedings of the 33rd ACM International Conference on Multimedia, 2025

EEGTCT: Electroencephalogram-Based Chinese Text Decoding.

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

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

Beyond Relevance: Utility-Driven Retrieval for Visual Document Question Answering.

Bihui Yu, Gaowei Wu, Zhuoya Yao, Huiyang Shi, Qi Chen, Liping Bu, Linzhuang Sun, Jingxuan Wei

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

ChiImpAVE: An Open-Source Benchmark for Chinese Implicit Attribute Value Extraction.

Bihui Yu, Qi Chen, Yining Qian, Haiguang Wang, Huiyang Shi, Gaowei Wu, Linzhuang Sun, Jingxuan Wei

Proceedings of the Advanced Intelligent Computing Technology and Applications, 2025

From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing.

Jingxuan Wei, Cheng Tan, Qi Chen, Gaowei Wu, Siyuan Li, Zhangyang Gao, Linzhuang Sun, Bihui Yu, Ruifeng Guo

Proceedings of the IEEE/CVF Conference on Computer Vision and Pattern Recognition, 2025

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Tianpeng Li, Fan Yang, Zenan Zhou, Wentao Zhang

Proceedings of the 63rd Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2025

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

BEATS: Optimizing LLM Mathematical Capabilities with BackVerify and Adaptive Disambiguate based Efficient Tree Search.

Linzhuang Sun, Hao Liang, Jingxuan Wei, Bihui Yu, Conghui He, Zenan Zhou, Wentao Zhang

CoRR, 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

Faster and More Efficient Subject Image Generation for Text-to-Image Diffusion Models.

Bihui Yu, Zhengbing Yao, Jingxuan Wei, Linzhuang Sun, Sibo Zhang, Liping Bu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 2024

SAM-Wav2lip++: Enhancing Behavioral Realism in Synthetic Agents Through Audio-Driven Speech and Action Refinement.

Bihui Yu, Dawei Liu, Huiyang Shi, Guiyong Chang, Jingxuan Wei, Linzhuang Sun, Songtao Tian, Liping Bu

Proceedings of the IEEE International Conference on Systems, Man, and Cybernetics, 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