Siquan Li

According to our database, Siquan Li authored at least 7 papers between 2022 and 2026.

Collaborative distances:

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

2026

The Structural Origin of Attention Sink: Variance Discrepancy, Super Neurons, and Dimension Disparity.

Siquan Li, Kaiqi Jiang, Jiacheng Sun, Tianyang Hu

CoRR, May, 2026

Transformers Are Born Biased: Structural Inductive Biases at Random Initialization and Their Practical Consequences.

Siquan Li, Yao Tong, Haonan Wang, Tianyang Hu

CoRR, February, 2026

State-of-health prediction of lithium-ion batteries: A novel PLO-transformer-LSTM framework with DRT feature engineering.

Hanfei Wang, Kena Chen, Zhiyu Chen, Siquan Li, Jinjie Wang, Ping Wang, Lijun Yang

Comput. Chem. Eng., 2026

Bayesian optimization and temporal attention-enhanced deep neural network for accurate and reliable state of health estimation of lithium-ion batteries.

Zhiyu Chen, Hanfei Wang, Siquan Li, Kena Chen, Jinjie Wang, Ping Wang, Lijun Yang

Comput. Chem. Eng., 2026

2025

SeedPrints: Fingerprints Can Even Tell Which Seed Your Large Language Model Was Trained From.

Yao Tong, Haonan Wang, Siquan Li, Kenji Kawaguchi, Tianyang Hu

CoRR, September, 2025

Prefix-Tuning+: Modernizing Prefix-Tuning by Decoupling the Prefix from Attention.

Haonan Wang, Brian K. Chen, Siquan Li, Xinhe Liang, Hwee Kuan Lee, Kenji Kawaguchi, Tianyang Hu

CoRR, June, 2025

2022

Research on Navigation and Positioning of Electric Inspection Robot Based on Improved CNN Algorithm.

Yingkai Long, Mingming Du, Xiaoxiao Luo, Siquan Li, Yuqiu Liu

J. Sensors, 2022