Lingjie Yi

According to our database, Lingjie Yi authored at least 12 papers between 2024 and 2025.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of three.

2025

Decipher the Modality Gap in Multimodal Contrastive Learning: From Convergent Representations to Pairwise Alignment.

Lingjie Yi, Raphael Douady, Chao Chen

CoRR, October, 2025

A Theoretical Study of Neural Network Expressive Power via Manifold Topology.

Jiachen Yao, Lingjie Yi, Mayank Goswami, Chao Chen

Trans. Mach. Learn. Res., 2025

PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots.

Lingjie Yi, Tao Sun, Yikai Zhang, Songzhu Zheng, Weimin Lyu, Haibin Ling, Chao Chen

Proceedings of the IEEE/CVF Winter Conference on Applications of Computer Vision, 2025

Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions.

Lingjie Yi, Jiachen Yao, Weimin Lyu, Haibin Ling, Raphael Douady, Chao Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

Backdooring Vision-Language Models with Out-Of-Distribution Data.

Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen

Proceedings of the Thirteenth International Conference on Learning Representations, 2025

2024

AENet: attention enhancement network for industrial defect detection in complex and sensitive scenarios.

Yi Wan, Lingjie Yi, Bo Jiang, Junfan Chen, Yi Jiang, Xianzhong Xie

J. Supercomput., June, 2024

Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs.

Lingjie Yi, Xianzhong Xie, Yi Wan, Bo Jiang, Junfan Chen

Int. J. Distributed Sens. Networks, January, 2024

Pflow: An end-to-end heterogeneous acceleration framework for CNN inference on FPGAs.

Yi Wan, Xianzhong Xie, Lingjie Yi, Bo Jiang, Junfan Chen, Yi Jiang

J. Syst. Archit., 2024

Contrastive Learning for Knowledge-Based Question Generation in Large Language Models.

Zhenhong Zhang, Jiajing Chen, Weiyan Shi, Lingjie Yi, Chihang Wang, Qian Yu

CoRR, 2024

A Compression Method for Object Detection Network Using Joint Pruning and Quantization.

Lingjie Yi, Xianzhong Xie, Bo Jiang

Proceedings of the 2024 8th International Conference on Intelligent Systems, 2024

Improved YOLOv5s algorithm for aluminum sheet surface defect detection deployed on FPGA.

Bo Jiang, Xianzhong Xie, Lingjie Yi

Proceedings of the 2024 8th International Conference on Intelligent Systems, 2024

Augmenting Equity Factor Investing with Global Macro Regimes.

Dmitriy Nuriyev, Songyun Duan, Lingjie Yi

Proceedings of the 5th ACM International Conference on AI in Finance, 2024