Linqi Song
City University of Hong Kong
H-index: 21
Asia-Hong Kong
Top articles of Linqi Song
Large Language Models Augmented Rating Prediction in Recommender System
2024/4/14
Li Ma
H-Index: 7
Linqi Song
H-Index: 11
Adaptive Top-K in SGD for Communication-Efficient Distributed Learning in Multi-Robot Collaboration
2023/12/4
A Language Model-based Fine-Grained Address Resolution Framework in UAV Delivery System
IEEE Journal of Selected Topics in Signal Processing
2024/4/3
Linqi Song
H-Index: 11
Learning From Correctness Without Prompting Makes LLM Efficient Reasoner
arXiv preprint arXiv:2403.19094
2024/3/28
Can LLM Substitute Human Labeling? A Case Study of Fine-grained Chinese Address Entity Recognition Dataset for UAV Delivery
arXiv preprint arXiv:2403.06097
2024/3/10
Linqi Song
H-Index: 11
Competitive Knowledge Transfer–Enhanced Surrogate-Assisted Search for Production Optimization
SPE Journal
2024/3/1
Killing two birds with one stone: Quantization achieves privacy in distributed learning
Digital Signal Processing
2024/3/1
Understanding and Patching Compositional Reasoning in LLMs
arXiv preprint arXiv:2402.14328
2024/2/22
MUSTARD: Mastering Uniform Synthesis of Theorem and Proof Data
arXiv preprint arXiv:2402.08957
2024/2/14
Improved Quantization Strategies for Managing Heavy-tailed Gradients in Distributed Learning
arXiv preprint arXiv:2402.01798
2024/2/2
Truncated Non-Uniform Quantization for Distributed SGD
arXiv preprint arXiv:2402.01160
2024/2/2
Towards Quantum-Safe Federated Learning via Homomorphic Encryption: Learning with Gradients
arXiv preprint arXiv:2402.01154
2024/2/2
Guangfeng Yan
H-Index: 1
Linqi Song
H-Index: 11
PROXYQA: An Alternative Framework for Evaluating Long-Form Text Generation with Large Language Models
arXiv preprint arXiv:2401.15042
2024/1/26
Integrating Large Language Models into Recommendation via Mutual Augmentation and Adaptive Aggregation
arXiv preprint arXiv:2401.13870
2024/1/25
Mathcoder: Seamless code integration in llms for enhanced mathematical reasoning
arXiv preprint arXiv:2310.03731
2023/10/5
Gap-Closing Matters: Perceptual Quality Evaluation and Optimization of Low-Light Image Enhancement
IEEE Transactions on Multimedia
2023/9/7
A pruning-then-quantization model compression framework for facial emotion recognition
Intelligent and Converged Networks
2023/9
Solving challenging math word problems using gpt-4 code interpreter with code-based self-verification
arXiv preprint arXiv:2308.07921
2023/8/15
CrossVision: Real-time On-Camera Video Analysis via Common RoI Load Balancing
IEEE Transactions on Mobile Computing
2023/8/2
Towards efficient communications in federated learning: A contemporary survey
Journal of the Franklin Institute
2023/8/1
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