Jianliang He

According to our database, Jianliang He authored at least 20 papers between 2018 and 2026.

Collaborative distances:

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

2026

On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking.

Jianliang He, Leda Wang, Siyu Chen, Zhuoran Yang

CoRR, February, 2026

Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report.

Zhuoran Yang, Ed Li, Jianliang He, Aman Priyanshu, Baturay Saglam, Paul Kassianik, Sajana Weerawardhena, Anu Vellore, Blaine Nelson, Neusha Javidnia, Arthur Goldblatt, Fraser Burch, Avi Zohary, Assaf Eisenman, Mahdi Sabbaghi, Supriti Vijay, Rahim Dharssi, Dhruv Kedia, Kojin Oshiba, Yaron Singer, Amin Karbasi

CoRR, January, 2026

Lightweight Semisupervised Complex Broad Network for Resource-Constrained 6G Radar Emitter Identification.

Zhengwei Xu, Peiji Huang, Guangjie Han, Jianliang He, Sicheng Zhang, Yun Lin

IEEE Trans. Aerosp. Electron. Syst., 2026

A fault evolution knowledge-driven adversarial meta-learning method for few-shot tool state recognition under variable working conditions.

Chen Yin, Yining Dong, Jianliang He, Yulin Wang

Eng. Appl. Artif. Intell., 2026

2025

Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report.

Sajana Weerawardhena, Paul Kassianik, Blaine Nelson, Baturay Saglam, Anu Vellore, Aman Priyanshu, Supriti Vijay, Massimo Aufiero, Arthur Goldblatt, Fraser Burch, Ed Li, Jianliang He, Dhruv Kedia, Kojin Oshiba, Zhouran Yang, Yaron Singer, Amin Karbasi

CoRR, August, 2025

In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention.

Jianliang He, Xintian Pan, Siyu Chen, Zhuoran Yang

Proceedings of the Forty-second International Conference on Machine Learning, 2025

2024

Multiattention-Based Feature Aggregation Convolutional Networks With Dual Focal Loss for Fault Diagnosis of Rotating Machinery Under Data Imbalance Conditions.

Yadong Xu, Sheng Li, Xiaoan Yan, Jianliang He, Qing Ni, Yuxin Sun, Yulin Wang

IEEE Trans. Instrum. Meas., 2024

Deep convolutional neural network based on self-distillation for tool wear recognition.

Yi Pan, Ling Hao, Jianliang He, Kun Ding, Qiang Yu, Yulin Wang

Eng. Appl. Artif. Intell., 2024

SAT: Data-light Uncertainty Set Merging via Synthetics, Aggregation, and Test Inversion.

Shenghao Qin, Jianliang He, Bowen Gang, Yin Xia

CoRR, 2024

Multi-view contrastive learning framework for tool wear detection with insufficient annotated data.

Rui Shu, Yadong Xu, Jianliang He, Xiaolong Yang, Zhiheng Zhao, George Q. Huang

Adv. Eng. Informatics, 2024

From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems.

Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang

Proceedings of the Forty-first International Conference on Machine Learning, 2024

Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation.

Jianliang He, Han Zhong, Zhuoran Yang

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

Cross-domain adaptation network based on attention mechanism for tool wear prediction.

Jianliang He, Yuxin Sun, Chen Yin, Yan He, Yulin Wang

J. Intell. Manuf., December, 2023

A Single-DOF Quadrilateral Pyramid Deployable Unit and Its Networking Mechanism.

Jinwei Guo, Jianliang He, Guoxing Zhang

Proceedings of the Intelligent Robotics and Applications - 16th International Conference, 2023

2021

A UAV Maneuver Decision-Making Algorithm for Autonomous Airdrop Based on Deep Reinforcement Learning.

Ke Li, Kun Zhang, Zhenchong Zhang, Zekun Liu, Shuai Hua, Jianliang He

Sensors, 2021

Prediction of Bearings Remaining Useful Life Across Working Conditions Based on Transfer Learning and Time Series Clustering.

Wentao Mao, Jianliang He, Bin Sun, Liyun Wang

IEEE Access, 2021

2020

Predicting Remaining Useful Life of Rolling Bearings Based on Deep Feature Representation and Transfer Learning.

Wentao Mao, Jianliang He, Ming Jian Zuo

IEEE Trans. Instrum. Meas., 2020

Information Entropy-Based Intention Prediction of Aerial Targets under Uncertain and Incomplete Information.

Tongle Zhou, Mou Chen, Yuhui Wang, Jianliang He, Chenguang Yang

Entropy, 2020

UAVs cooperative air-to-ground associated task assignment algorithm based on Multi-Agent and Contract Net Protocol.

Kun Zhang, Zekun Liu, Haotian Shi, Ke Li, Zhenchong Zhang, Jianliang He

Proceedings of the 16th IEEE International Conference on Control & Automation, 2020

2018

Online Bearing Fault Diagnosis using Support Vector Machine and Stacked Auto-Encoder.

Wentao Mao, Siyu Tian, Xihui Liang, Jianliang He

Proceedings of the 2018 IEEE International Conference on Prognostics and Health Management, 2018