Wang, Mengzhu

16 publications

ICLR 2026 DAMR: Efficient and Adaptive Context-Aware Knowledge Graph Question Answering with LLM-Guided MCTS Yingxu Wang, Shiqi Fan, Mengzhu Wang, Siyang Gao, Chao Wang, Nan Yin

IJCAI 2025 Coupling Category Alignment for Graph Domain Adaptation Nan Yin, Xiao Teng, Zhiguang Cao, Mengzhu Wang

IJCAI 2025 ESBN: Estimation Shift of Batch Normalization for Source-Free Universal Domain Adaptation Jiao Li, Houcheng Su, Bingli Wang, Yuandong Min, Mengzhu Wang, Nan Yin, Shanshan Wang, Jingcai Guo

IJCAI 2025 Exploring Transferable Homogenous Groups for Compositional Zero-Shot Learning Zhijie Rao, Jingcai Guo, Miaoge Li, Yang Chen, Mengzhu Wang

IJCAI 2025 Gaussian Mixture Model for Graph Domain Adaptation Mengzhu Wang, Wenhao Ren, Yu Zhang, Yanlong Fan, Dianxi Shi, Luoxi Jing, Nan Yin

ICML 2025 GraphCL: Graph-Based Clustering for Semi-Supervised Medical Image Segmentation Mengzhu Wang, Houcheng Su, Jiao Li, Chuan Li, Nan Yin, Li Shen, Jingcai Guo

IJCAI 2025 In-Context Meta LoRA Generation Yihua Shao, Minxi Yan, Yang Liu, Siyu Chen, Wenjie Chen, Xinwei Long, Ziyang Yan, Lei Li, Chenyu Zhang, Nicu Sebe, Hao Tang, Yan Wang, Hao Zhao, Mengzhu Wang, Jingcai Guo

IJCAI 2025 Wave-Wise Discriminative Tracking by Phase-Amplitude Separation, Augmentation and Mixture Huibin Tan, Mingyu Cao, Kun Hu, Xihuai He, Zhe Wang, Hao Li, Long Lan, Mengzhu Wang

AAAI 2024 Correlation Matching Transformation Transformers for UHD Image Restoration Cong Wang, Jinshan Pan, Wei Wang, Gang Fu, Siyuan Liang, Mengzhu Wang, Xiao-Ming Wu, Jun Liu

ICLR 2024 DREAM: Dual Structured Exploration with Mixup for Open-Set Graph Domain Adaption Nan Yin, Mengzhu Wang, Zhenghan Chen, Li Shen, Huan Xiong, Bin Gu, Xiao Luo

AAAI 2024 Dynamic Spiking Graph Neural Networks Nan Yin, Mengzhu Wang, Zhenghan Chen, Giulia De Masi, Huan Xiong, Bin Gu

CVPR 2024 Improving Graph Contrastive Learning via Adaptive Positive Sampling Jiaming Zhuo, Feiyang Qin, Can Cui, Kun Fu, Bingxin Niu, Mengzhu Wang, Yuanfang Guo, Chuan Wang, Zhen Wang, Xiaochun Cao, Liang Yang

NeurIPS 2024 Is Mamba Compatible with Trajectory Optimization in Offline Reinforcement Learning? Yang Dai, Oubo Ma, Longfei Zhang, Xingxing Liang, Shengchao Hu, Mengzhu Wang, Shouling Ji, Jincai Huang, Li Shen

AAAI 2024 Sharpness-Aware Model-Agnostic Long-Tailed Domain Generalization Houcheng Su, Weihao Luo, Daixian Liu, Mengzhu Wang, Jing Tang, Junyang Chen, Cong Wang, Zhenghan Chen

ICML 2023 COCO: A Coupled Contrastive Framework for Unsupervised Domain Adaptive Graph Classification Nan Yin, Li Shen, Mengzhu Wang, Long Lan, Zeyu Ma, Chong Chen, Xian-Sheng Hua, Xiao Luo

NeurIPS 2023 PromptRestorer: A Prompting Image Restoration Method with Degradation Perception Cong Wang, Jinshan Pan, Wei Wang, Jiangxin Dong, Mengzhu Wang, Yakun Ju, Junyang Chen