TED-CS: Textual Enhanced Sensitive Video Detection with Common Sense Knowledge. - Bihui Yu; Linzhuang Sun; Jingxuan Wei; Shuyue Tan; Yiman Zhao; Liping Bu (ADMA (2), 2023)

Enhancing Human-like Multi-Modal Reasoning: A New Challenging Dataset and Comprehensive Framework. - Jingxuan Wei; Cheng Tan 012; Zhangyang Gao; Linzhuang Sun; Siyuan Li 002; Bihui Yu; Ruifeng Guo; 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)

Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-Consistency Training. - Cheng Tan 012; Jingxuan Wei; Zhangyang Gao; Linzhuang Sun; Siyuan Li 002; Xihong Yang; Stan Z. Li (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)

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)

Boosting the Power of Small Multimodal Reasoning Models to Match Larger Models with Self-consistency Training. - Cheng Tan 012; Jingxuan Wei; Zhangyang Gao; Linzhuang Sun; Siyuan Li 002; Ruifeng Guo; Bihui Yu; Stan Z. Li (ECCV (40), 2024)

Sentence-Level or Token-Level? A Comprehensive Study on Knowledge Distillation. - Jingxuan Wei; Linzhuang Sun; Yichong Leng; Xu Tan 003; Bihui Yu; Ruifeng Guo (IJCAI, 2024)

Interpretable and Generalizable Spatiotemporal Predictive Learning with Disentangled Consistency. - Jingxuan Wei; Cheng Tan 012; Zhangyang Gao; Linzhuang Sun; Bihui Yu; Ruifeng Guo; Stan Z. Li (ECML/PKDD (3), 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 (SMC, 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 (SMC, 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)

Retrieval Meets Reasoning: Even High-school Textbook Knowledge Benefits Multimodal Reasoning. - Cheng Tan 012; Jingxuan Wei; Linzhuang Sun; Zhangyang Gao; Siyuan Li 002; Bihui Yu; Ruifeng Guo; Stan Z. Li (CoRR, 2024)

Efficient-Empathy: Towards Efficient and Effective Selection of Empathy Data. - Linzhuang Sun; Hao Liang; Jingxuan Wei; Linkun Sun; Bihui Yu; Bin Cui 001; Wentao Zhang 001 (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 001; Chong Chen 001; Wentao Zhang 001 (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 001; Conghui He; Bin Cui 001; Wentao Zhang 001 (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)

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 109; Xiaoqin Huang; Yicong Chen; Yujing Qiao; Weipeng Chen; et al. (CoRR, 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)

Enhancing human-like multimodal reasoning: a new challenging dataset and comprehensive framework. - Jingxuan Wei; Cheng Tan 012; Zhangyang Gao; Linzhuang Sun; Siyuan Li 002; Bihui Yu; Ruifeng Guo; Stan Z. Li (Neural Comput. Appl., 2024)

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification. - Linzhuang Sun; Hao Liang; Jingxuan Wei; Bihui Yu; Tianpeng Li; Fan Yang 024; Zenan Zhou; Wentao Zhang 001 (ACL (1), 2025)

From Words to Structured Visuals: A Benchmark and Framework for Text-to-Diagram Generation and Editing. - Jingxuan Wei; Cheng Tan 012; Qi Chen; Gaowei Wu; Siyuan Li 002; Zhangyang Gao; Linzhuang Sun; Bihui Yu; Ruifeng Guo (CVPR, 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 (ICIC (18), 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 (ICIC (16), 2025)

EEGTCT: Electroencephalogram-Based Chinese Text Decoding. - Sibo Zhang; Bihui Yu; Lili Zhou; Gang Wang; Jingxuan Wei; Linzhuang Sun; Liping Bu (ICIC (21), 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)

Baichuan-Omni-1.5 Technical Report. - Yadong Li; Jun Liu; Tao Zhang 001; Tao Zhang 001; Song Chen; Tianpeng Li; Zehuan Li; Lijun Liu; Lingfeng Ming; Guosheng Dong; Da Pan 003; Chong Li; et al. (CoRR, 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 003; et al. (CoRR, 2025)

MM-Verify: Enhancing Multimodal Reasoning with Chain-of-Thought Verification. - Linzhuang Sun; Hao Liang; Jingxuan Wei; Bihui Yu; Tianpeng Li; Fan Yang 087; Zenan Zhou; Wentao Zhang 001 (CoRR, 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, 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 012 (CoRR, 2025)