Sun, Junshu

9 publications

NeurIPS 2025 Edit Less, Achieve More: Dynamic Sparse Neuron Masking for Lifelong Knowledge Editing in LLMs Jinzhe Liu, Junshu Sun, Shufan Shen, Chenxue Yang, Shuhui Wang

ICLR 2025 Enhancing Pre-Trained Representation Classifiability Can Boost Its Interpretability Shufan Shen, Zhaobo Qi, Junshu Sun, Qingming Huang, Qi Tian, Shuhui Wang

ICLR 2025 Learning Fine-Grained Representations Through Textual Token Disentanglement in Composed Video Retrieval Yue Wu, Zhaobo Qi, Yiling Wu, Junshu Sun, Yaowei Wang, Shuhui Wang

NeurIPS 2025 Relieving the Over-Aggregating Effect in Graph Transformers Junshu Sun, Wanxing Chang, Chenxue Yang, Qingming Huang, Shuhui Wang

NeurIPS 2025 VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set Shufan Shen, Junshu Sun, Qingming Huang, Shuhui Wang

CVPR 2025 Video Language Model Pretraining with Spatio-Temporal Masking Yue Wu, Zhaobo Qi, Junshu Sun, Yaowei Wang, Qingming Huang, Shuhui Wang

NeurIPS 2024 Expanding Sparse Tuning for Low Memory Usage Shufan Shen, Junshu Sun, Xiangyang Ji, Qingming Huang, Shuhui Wang

NeurIPS 2024 Towards Dynamic Message Passing on Graphs Junshu Sun, Chenxue Yang, Xiangyang Ji, Qingming Huang, Shuhui Wang

ICML 2023 All in a Row: Compressed Convolution Networks for Graphs Junshu Sun, Shuhui Wang, Xinzhe Han, Zhe Xue, Qingming Huang