Lingjie Yi

13 papers A* 2A 1Journal 7Unranked 3
YearRankTypeTitle / Venue / Authors
2025 J jnl
A Theoretical Study of Neural Network Expressive Power via Manifold Topology.
Trans. Mach. Learn. Res.
Jiachen Yao, Lingjie Yi, Mayank Goswami, Chao Chen
2025 A* conf
Backdooring Vision-Language Models with Out-Of-Distribution Data.
ICLR
Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen
2025 J jnl
Decipher the Modality Gap in Multimodal Contrastive Learning: From Convergent Representations to Pairwise Alignment.
CoRR
Lingjie Yi, Raphael Douady, Chao Chen
2025 A* conf
Geometry of Long-Tailed Representation Learning: Rebalancing Features for Skewed Distributions.
ICLR
Lingjie Yi, Jiachen Yao, Weimin Lyu, Haibin Ling, Raphael Douady, Chao Chen
2025 A conf
PivotAlign: Improve Semi-Supervised Learning by Learning Intra-Class Heterogeneity and Aligning with Pivots.
WACV
Lingjie Yi, Tao Sun, Yikai Zhang, Songzhu Zheng, Weimin Lyu, Haibin Ling, Chao Chen
2024 — conf
A Compression Method for Object Detection Network Using Joint Pruning and Quantization.
ISMSI
Lingjie Yi, Xianzhong Xie, Bo Jiang
2024 J jnl
AENet: attention enhancement network for industrial defect detection in complex and sensitive scenarios.
J. Supercomput.
Yi Wan, Lingjie Yi, Bo Jiang, Junfan Chen, Yi Jiang, Xianzhong Xie
2024 — conf
Augmenting Equity Factor Investing with Global Macro Regimes.
ICAIF
Dmitriy Nuriyev, Songyun Duan, Lingjie Yi
2024 J jnl
Backdooring Vision-Language Models with Out-Of-Distribution Data.
CoRR
Weimin Lyu, Jiachen Yao, Saumya Gupta, Lu Pang, Tao Sun, Lingjie Yi, Lijie Hu, Haibin Ling, Chao Chen
2024 J jnl
Contrastive Learning for Knowledge-Based Question Generation in Large Language Models.
CoRR
Zhenhong Zhang, Jiajing Chen, Weiyan Shi, Lingjie Yi, Chihang Wang, Qian Yu
2024 J jnl
Custom Network Quantization Method for Lightweight CNN Acceleration on FPGAs.
Int. J. Distributed Sens. Networks
Lingjie Yi, Xianzhong Xie, Yi Wan, Bo Jiang, Junfan Chen
2024 — conf
Improved YOLOv5s algorithm for aluminum sheet surface defect detection deployed on FPGA.
ISMSI
Bo Jiang, Xianzhong Xie, Lingjie Yi
2024 J jnl
Pflow: An end-to-end heterogeneous acceleration framework for CNN inference on FPGAs.
J. Syst. Archit.
Yi Wan, Xianzhong Xie, Lingjie Yi, Bo Jiang, Junfan Chen, Yi Jiang