Ling Liang

1. Rethinking the performance comparison between SNNS and ANNS
   2019/09/19 by Lei Deng, Yujie Wu, Xing Hu +6 · 14 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Fault Detection and Control Systems #Anomaly Detection Techniques and Applications
2. Exploring Adversarial Attack in Spiking Neural Networks with Spike-Compatible Gradient
   2020/01/01 by Ling Liang, Xing Hu, Liang, Ling +13 · 5 citations
   Engineering · Computer Science · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Ferroelectric and Negative Capacitance Devices
3. QPPAL: A two-phase proximal augmented Lagrangian method for high dimensional convex quadratic programming problems
   2021/03/24 by Ling Liang, Liang, Ling, Xudong Li +5 · 3 citations
   Mathematics · Computer Science · Engineering · #Advanced Optimization Algorithms Research #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
4. OptimAI: Optimization from Natural Language Using LLM-Powered AI Agents
   2025/04/23 by Raghav Thind, Thind, Raghav, Sun, Youran +4 · 8 citations
   Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Constraint Satisfaction and Optimization #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Topic Modeling
5. HyGCN: A GCN Accelerator with Hybrid Architecture
   2020/01/07 by Mingyu Yan, Yan, Mingyu, Lei Deng +15 · 2 citations
   Engineering · Computer Science · #Ferroelectric and Negative Capacitance Devices #Parallel Computing and Optimization Techniques #Advanced Memory and Neural Computing
6. SEALing Neural Network Models in Secure Deep Learning Accelerators
   2020/08/09 by Pengfei Zuo, Yu Hua, Zuo, Pengfei +9 · 1 citation
   Computer Science · Engineering · #Advanced Memory and Neural Computing #Adversarial Robustness in Machine Learning #Cryptography and Data Security #FOS: Computer and information sciences #Hardware Architecture (cs.AR)
7. An Inexact Augmented Lagrangian Method for Second-order Cone Programming with Applications
   2020/10/17 by Ling Liang, Liang, Ling, Defeng Sun +3 · 2 citations
   Computer Science · Engineering · Mathematics · #90C06 #90C22 #90C25 #Advanced Optimization Algorithms Research #FOS: Mathematics #Optimization and Control (math.OC) #Optimization and Variational Analysis #Sparse and Compressive Sensing Techniques
8. An Inexact Projected Gradient Method with Rounding and Lifting by Nonlinear Programming for Solving Rank-One Semidefinite Relaxation of Polynomial Optimization
   2021/05/28 by Heng Yang, Yang, Heng, Ling Liang +5 · 1 citation
   Computer Science · Engineering · Mathematics · #90C06 #90C22 #90C23 #90C55 #Advanced Optimization Algorithms Research #Advanced Vision and Imaging #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #FOS: Mathematics #Machine Learning (cs.LG) #Optimization and Control (math.OC) #Sparse and Compressive Sensing Techniques
9. Towards Effective and Sparse Adversarial Attack on Spiking Neural Networks via Breaking Invisible Surrogate Gradients
   2025/03/05 by Lun Li, Lun, Li, Kunyu Feng +13 · 4 citations
   Computer Science · Engineering · #Adversarial Robustness in Machine Learning #Advanced Memory and Neural Computing #Advanced Neural Network Applications
10. PINS: Proximal Iterations with Sparse Newton and Sinkhorn for Optimal Transport
    2025/02/06 by D.J. Wu, Ling Liang, Wu, Di +3 · 2 citations
    Computer Science · Environmental Science · Physics and Astronomy · #Matrix Theory and Algorithms #Groundwater flow and contamination studies #Model Reduction and Neural Networks
11. HybriMoE: Hybrid CPU-GPU Scheduling and Cache Management for Efficient MoE Inference
    2025/04/08 by Shuzhang Zhong, Zhong, Shuzhang, Sun, Yanfan +8 · 3 citations
    Computer Science · #Cloud Computing and Resource Management #Distributed #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Machine Learning (cs.LG) #Parallel #Parallel Computing and Optimization Techniques #and Cluster Computing (cs.DC)
12. The Exploration-Exploitation Dilemma Revisited: An Entropy Perspective
    2024/08/19 by Renye Yan, Yan, Renye, Yaozhong Gan +11 · 1 citation
    Engineering · Physics and Astronomy · #FOS: Computer and information sciences #Machine Learning (cs.LG) #Military Defense Systems Analysis #Opinion Dynamics and Social Influence
13. HEMERA: A Heterogeneous Memory-Centric Accelerator with Recursive Dataflow for Edge-Constrained State-Space-Duality Models Inference
    2026/07/24 by Hao Ding, Ling Liang, Ruitong Qiao +9
    #cs.AR
14. Pixel-Space Diffusion Transformers
    2026/07/20 by Renye Yan, Jikang Cheng, You Wu +8
    #cs.CV