Xiurui Xie

University of Electronic Science and Technology of China — China

Engineering · Physical Sciences

15h-index653citations53works0.92yr avg
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Research Topics

Advanced Memory and Neural Computing(26), Neural dynamics and brain function(16), Ferroelectric and Negative Capacitance Devices(11), Domain Adaptation and Few-Shot Learning(8), Neural Networks and Reservoir Computing(8)

Publications53 total

Rethinking attention cues: Multi-Factor guided token pruning for efficient vision-language understanding
Knowledge-Based Systems·2026
SpikeLoRA: Power-Efficient Low-Rank Adaptation Based on Spiking Neural Network
SSRN Electronic Journal·2026Open Access
Bid Farewell to Seesaw: Towards Accurate Long-tail Session-based Recommendation via Dual Constraints of Hybrid Intents
arXiv (Cornell University)·2025Open Access
A dual-stage pruning method for energy-efficient spiking neural networks
2025
Beyond Random: Automatic Inner-loop Optimization in Dataset Distillation
arXiv (Cornell University)·2025Open Access
Safe and effective post-fine-tuning alignment in large language models
Knowledge-Based Systems·2025· 1 cited
SEMQ: Efficient non-uniform quantization with sensitivity-based error minimization for large language models
Future Generation Computer Systems·2025· 3 cited
Toward lightweight image super-resolution via re-parameterized kernel recalibration
Knowledge-Based Systems·2025· 2 cited
Adaptive Dataset Quantization
Proceedings of the AAAI Conference on Artificial Intelligence·2025· 1 citedOpen Access
A deep reinforcement active learning method for multi-label image classification
Computer Vision and Image Understanding·2025· 5 cited
Dynamic Layer-Wise Strategy for Parameter-Efficient Fine-Tuning
2025Open Access
A MoE-based Safety Fine-tuning Method for Multimodal Large Language Models
2025Open Access
Rethinking Attention Cues: Multi-Factor Guided Token Pruning for Efficient Vision-Language Understanding
SSRN Electronic Journal·2025Open Access
SFedCA: Credit Assignment-Based Active Client Selection Strategy for Spiking Federated Learning
IEEE Transactions on Neural Networks and Learning Systems·2025
FedERF: Hybrid Spiking Federated Learning for Event-RGB Knowledge Fusion
SSRN Electronic Journal·2025Open Access
A Sample-Efficient Active Domain Adaptation Method for Spiking Neural Networks
SSRN Electronic Journal·2025Open Access
EMWQ: An Efficient Mixed Precision Weight Quantization Method for Large Language Models
IEEE Transactions on Neural Networks and Learning Systems·2025
Adaptive Dataset Quantization
arXiv (Cornell University)·2024Open Access
Towards Effective Data-Free Knowledge Distillation via Diverse Diffusion Augmentation
2024· 2 citedOpen Access
Federated learning for spiking neural networks by hint-layer knowledge distillation
Applied Soft Computing·2024· 3 cited
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Frequent Co-authors

Guisong Liu(30), Malu Zhang(18), Qiugang Zhan(15), Hong Qu(14), Huajin Tang(8), Qing Cai(8), Ke Qin(7), Jürgen Kurths(4), Guolin Sun(4), Dongyang Zhang(4), Qiang Dong(4), Muquan Li(4), Ammar Belatreche(3), Zeheng Yang(3), Yansong Chua(2), Eldad Antwi-Bekoe(2), Bingchao Wang(2), Anning Jiang(2), Guangchun Luo(2), Xiufen Fang(2)