CH-SIMS: A Chinese Multimodal Sentiment Analysis Dataset with Fine-grained Annotation of Modality. - Wenmeng Yu; Hua Xu; Fanyang Meng; Yilin Zhu; Yixiao Ma; Jiele Wu; Jiyun Zou; Kaicheng Yang (ACL, 2020)

Learning Modality-Specific Representations with Self-Supervised Multi-Task Learning for Multimodal Sentiment Analysis. - Wenmeng Yu; Hua Xu; Ziqi Yuan; Jiele Wu (AAAI, 2021)

Transformer-based Feature Reconstruction Network for Robust Multimodal Sentiment Analysis. - Ziqi Yuan; Wei Li 232; Hua Xu; Wenmeng Yu (ACM Multimedia, 2021)

M-SENA: An Integrated Platform for Multimodal Sentiment Analysis. - Huisheng Mao; Ziqi Yuan; Hua Xu 003; Wenmeng Yu; Yihe Liu; Kai Gao (ACL (demo), 2022)

Co-attentive multi-task convolutional neural network for facial expression recognition. - Wenmeng Yu; Hua Xu (Pattern Recognit., 2022)

CogVLM: Visual Expert for Pretrained Language Models. - Weihan Wang; Qingsong Lv; Wenmeng Yu; Wenyi Hong; Ji Qi 003; Yan Wang; Junhui Ji; Zhuoyi Yang; Lei Zhao; Xixuan Song; Jiazheng Xu; Bin Xu 001; et al. (CoRR, 2023)

CogAgent: A Visual Language Model for GUI Agents. - Wenyi Hong; Weihan Wang; Qingsong Lv; Jiazheng Xu; Wenmeng Yu; Junhui Ji; Yan Wang; Zihan Wang; Yuxuan Zhang; Juanzi Li; Bin Xu 001; Yuxiao Dong; et al. (CoRR, 2023)

CogAgent: A Visual Language Model for GUI Agents. - Wenyi Hong; Weihan Wang; Qingsong Lv; Jiazheng Xu; Wenmeng Yu; Junhui Ji; Yan Wang; Zihan Wang; Yuxiao Dong; Ming Ding 004; Jie Tang 001 (CVPR, 2024)

CogVLM: Visual Expert for Pretrained Language Models. - Weihan Wang; Qingsong Lv; Wenmeng Yu; Wenyi Hong; Ji Qi 003; Yan Wang; Junhui Ji; Zhuoyi Yang; Lei Zhao; Xixuan Song; Jiazheng Xu; Keqin Chen; et al. (NeurIPS, 2024)

CogVLM2: Visual Language Models for Image and Video Understanding. - Wenyi Hong; Weihan Wang; Ming Ding 004; Wenmeng Yu; Qingsong Lv; Yan Wang; Yean Cheng; Shiyu Huang 001; Junhui Ji; Zhao Xue; Lei Zhao; Zhuoyi Yang; et al. (CoRR, 2024)

MathGLM-Vision: Solving Mathematical Problems with Multi-Modal Large Language Model. - Zhen Yang; Jinhao Chen; Zhengxiao Du; Wenmeng Yu; Weihan Wang; Wenyi Hong; Zhihuan Jiang; Bin Xu 001; Yuxiao Dong; Jie Tang 001 (CoRR, 2024)

AlignMMBench: Evaluating Chinese Multimodal Alignment in Large Vision-Language Models. - Yuhang Wu; Wenmeng Yu; Yean Cheng; Yan Wang; Xiaohan Zhang; Jiazheng Xu; Ming Ding 004; Yuxiao Dong (ACL (1), 2025)

GLM-4.1V-Thinking: Towards Versatile Multimodal Reasoning with Scalable Reinforcement Learning. - Wenyi Hong; Wenmeng Yu; Xiaotao Gu; Guo Wang; Guobing Gan; Haomiao Tang; Jiale Cheng; Ji Qi 003; Junhui Ji; Lihang Pan; Shuaiqi Duan; Weihan Wang; et al. (CoRR, 2025)