Junshu Sun

According to our database, Junshu Sun authored at least 11 papers between 2023 and 2025.

Collaborative distances:

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

2025

Kernelized Sparse Fine-Tuning with Bi-level Parameter Competition for Vision Models.

Shufan Shen, Junshu Sun, Shuhui Wang, Qingming Huang

CoRR, October, 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

CoRR, October, 2025

VL-SAE: Interpreting and Enhancing Vision-Language Alignment with a Unified Concept Set.

Shufan Shen, Junshu Sun, Qingming Huang, Shuhui Wang

CoRR, October, 2025

Relieving the Over-Aggregating Effect in Graph Transformers.

Junshu Sun, Wanxing Chang, Chenxue Yang, Qingming Huang, Shuhui Wang

CoRR, October, 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

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Enhancing Pre-trained Representation Classifiability can Boost its Interpretability.

Shufan Shen, Zhaobo Qi, Junshu Sun, Qingming Huang, Qi Tian, Shuhui Wang

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Video Language Model Pretraining with Spatio-temporal Masking.

Yue Wu, Zhaobo Qi, Junshu Sun, Yaowei Wang, Qingming Huang, Shuhui Wang

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

2024

Scalable Graph Compressed Convolutions.

Junshu Sun, Chenxue Yang, Shuhui Wang, Qingming Huang

CoRR, 2024

Towards Dynamic Message Passing on Graphs.

Junshu Sun, Chenxue Yang, Xiangyang Ji, Qingming Huang, Shuhui Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

Expanding Sparse Tuning for Low Memory Usage.

Shufan Shen, Junshu Sun, Xiangyang Ji, Qingming Huang, Shuhui Wang

Proceedings of the Advances in Neural Information Processing Systems 38: Annual Conference on Neural Information Processing Systems 2024, 2024

2023

All in a Row: Compressed Convolution Networks for Graphs.

Junshu Sun, Shuhui Wang, Xinzhe Han, Zhe Xue, Qingming Huang

Proceedings of the International Conference on Machine Learning, 2023