Qingquan Song
- Auto-Keras: An Efficient Neural Architecture Search System
2018/06/27 by Haifeng Jin, Jin, Haifeng, Qingquan Song +3 · 14 citations
Computer Science · #Machine Learning and Data Classification #Advanced Neural Network Applications #Machine Learning and Algorithms
- Liger Kernel: Efficient Triton Kernels for LLM Training
2024/10/14 by Pin-Lun Hsu, Hsu, Pin-Lun, Yun Dai +15 · 35 citations
Computer Science · #Image Processing and 3D Reconstruction #Image and Object Detection Techniques #Handwritten Text Recognition Techniques
- Auto-GNN: Neural Architecture Search of Graph Neural Networks
2019/09/07 by Kaixiong Zhou, Zhou, Kaixiong, Qingquan Song +5 · 7 citations
Computer Science · #Advanced Graph Neural Networks #Advanced Neural Network Applications #Multimodal Machine Learning Applications
- 360Brew: A Decoder-only Foundation Model for Personalized Ranking and Recommendation
2025/01/27 by Hamed Firooz, Firooz, Hamed, Maziar Sanjabi +39 · 5 citations
Computer Science · #Advanced Text Analysis Techniques #Authorship Attribution and Profiling #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Recommender Systems and Techniques
- LiNR: Model Based Neural Retrieval on GPUs at LinkedIn
2024/07/18 by Fedor Borisyuk, Qingquan Song, Borisyuk, Fedor +25 · 3 citations
Computer Science · #AI in cancer detection #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Machine Learning (cs.LG) #Neural Networks and Applications
- FFSplit: Split Feed-Forward Network For Optimizing Accuracy-Efficiency Trade-off in Language Model Inference
2024/01/08 by Zirui Liu, Liu, Zirui, Qingquan Song +11 · 2 citations
Computer Science · #Advanced Neural Network Applications #Computation and Language (cs.CL) #FOS: Computer and information sciences #Natural Language Processing Techniques #Topic Modeling
- LiRank: Industrial Large Scale Ranking Models at LinkedIn
2024/02/10 by Fedor Borisyuk, Borisyuk, Fedor, Mingzhou Zhou +65 · 2 citations
Computer Science · #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #H.3.3 #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Web Data Mining and Analysis
- Scaling Down, Serving Fast: Compressing and Deploying Efficient LLMs for Recommendation Systems
2025/02/20 by Kayhan Behdin, Behdin, Kayhan, Ata Fatahibaarzi +36 · 2 citations
Computer Science · #Data Mining Algorithms and Applications #FOS: Computer and information sciences #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #Machine Learning and Data Classification #Semantic Web and Ontologies
- Towards Interaction Detection Using Topological Analysis on Neural Networks
2020/10/25 by Zirui Liu, Qingquan Song, Liu, Zirui +9 · 1 citation
Computer Science · #Topological and Geometric Data Analysis #Human Pose and Action Recognition #Anomaly Detection Techniques and Applications