Jianliang He

22 papers A* 3Journal 16Unranked 3
YearRankTypeTitle / Venue / Authors
2026 J jnl
A fault evolution knowledge-driven adversarial meta-learning method for few-shot tool state recognition under variable working conditions.
Eng. Appl. Artif. Intell.
Chen Yin, Yining Dong, Jianliang He, Yulin Wang
2026 J jnl
Llama-3.1-FoundationAI-SecurityLLM-Reasoning-8B Technical Report.
CoRR
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
2026 J jnl
On the Mechanism and Dynamics of Modular Addition: Fourier Features, Lottery Ticket, and Grokking.
CoRR
Jianliang He, Leda Wang, Siyu Chen, Zhuoran Yang
2025 A* conf
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention.
ICML
Jianliang He, Xintian Pan, Siyu Chen, Zhuoran Yang
2025 J jnl
In-Context Linear Regression Demystified: Training Dynamics and Mechanistic Interpretability of Multi-Head Softmax Attention.
CoRR
Jianliang He, Xintian Pan, Siyu Chen, Zhuoran Yang
2025 J jnl
Llama-3.1-FoundationAI-SecurityLLM-8B-Instruct Technical Report.
CoRR
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
2024 J jnl
Deep convolutional neural network based on self-distillation for tool wear recognition.
Eng. Appl. Artif. Intell.
Yi Pan, Ling Hao, Jianliang He, Kun Ding, Qiang Yu, Yulin Wang
2024 A* conf
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems.
ICML
Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang
2024 J jnl
From Words to Actions: Unveiling the Theoretical Underpinnings of LLM-Driven Autonomous Systems.
CoRR
Jianliang He, Siyu Chen, Fengzhuo Zhang, Zhuoran Yang
2024 J jnl
Multi-view contrastive learning framework for tool wear detection with insufficient annotated data.
Adv. Eng. Informatics
Rui Shu, Yadong Xu, Jianliang He, Xiaolong Yang, Zhiheng Zhao, George Q. Huang
2024 J jnl
Multiattention-Based Feature Aggregation Convolutional Networks With Dual Focal Loss for Fault Diagnosis of Rotating Machinery Under Data Imbalance Conditions.
IEEE Trans. Instrum. Meas.
Yadong Xu, Sheng Li, Xiaoan Yan, Jianliang He, Qing Ni, Yuxin Sun, Yulin Wang
2024 J jnl
SAT: Data-light Uncertainty Set Merging via Synthetics, Aggregation, and Test Inversion.
CoRR
Shenghao Qin, Jianliang He, Bowen Gang, Yin Xia
2024 A* conf
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation.
ICLR
Jianliang He, Han Zhong, Zhuoran Yang
2024 J jnl
Sample-efficient Learning of Infinite-horizon Average-reward MDPs with General Function Approximation.
CoRR
Jianliang He, Han Zhong, Zhuoran Yang
2023 — conf
A Single-DOF Quadrilateral Pyramid Deployable Unit and Its Networking Mechanism.
ICIRA (3)
Jinwei Guo, Jianliang He, Guoxing Zhang
2023 J jnl
Cross-domain adaptation network based on attention mechanism for tool wear prediction.
J. Intell. Manuf.
Jianliang He, Yuxin Sun, Chen Yin, Yan He, Yulin Wang
2021 J jnl
A UAV Maneuver Decision-Making Algorithm for Autonomous Airdrop Based on Deep Reinforcement Learning.
Sensors
Ke Li, Kun Zhang, Zhenchong Zhang, Zekun Liu, Shuai Hua, Jianliang He
2021 J jnl
Prediction of Bearings Remaining Useful Life Across Working Conditions Based on Transfer Learning and Time Series Clustering.
IEEE Access
Wentao Mao, Jianliang He, Bin Sun, Liyun Wang
2020 J jnl
Information Entropy-Based Intention Prediction of Aerial Targets under Uncertain and Incomplete Information.
Entropy
Tongle Zhou, Mou Chen, Yuhui Wang, Jianliang He, Chenguang Yang
2020 J jnl
Predicting Remaining Useful Life of Rolling Bearings Based on Deep Feature Representation and Transfer Learning.
IEEE Trans. Instrum. Meas.
Wentao Mao, Jianliang He, Ming Jian Zuo
2020 — conf
UAVs cooperative air-to-ground associated task assignment algorithm based on Multi-Agent and Contract Net Protocol.
ICCA
Kun Zhang, Zekun Liu, Haotian Shi, Ke Li, Zhenchong Zhang, Jianliang He
2018 — conf
Online Bearing Fault Diagnosis using Support Vector Machine and Stacked Auto-Encoder.
ICPHM
Wentao Mao, Siyu Tian, Xihui Liang, Jianliang He