Cao, Qingqing

1. OpenELM: An Efficient Language Model Family with Open Training and Inference Framework
   2024/04/22 by Sachin Mehta, Mohammad Hossein Sekhavat, Mehta, Sachin +19 · 5 voices · 12 citations
   #cs.CL #cs.AI #cs.LG
2. Efficient Methods for Natural Language Processing: A Survey
   2022/08/31 by Marcos Treviso, Ji-Ung Lee, Treviso, Marcos +41 · 2 voices · 10 citations
   Computer Science · #Computation and Language (cs.CL) #FOS: Computer and information sciences #cs.CL
3. PuMer: Pruning and Merging Tokens for Efficient Vision Language Models
   2023/05/27 by Qingqing Cao, Bhargavi Paranjape, Cao, Qingqing +3 · 15 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques
4. IrEne: Interpretable Energy Prediction for Transformers
   2021/06/02 by Cao, Qingqing, Lal, Yash Kumar, Trivedi, Harsh +2 · 4 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
5. APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference
   2024/01/22 by Zhao, Bowen, Hajishirzi, Hannaneh, Cao, Qingqing · 6 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
6. AdANNS: A Framework for Adaptive Semantic Search
   2023/05/30 by Aniket Rege, Aditya Kusupati, Rege, Aniket +14 · 1 voice · 2 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Domain Adaptation and Few-Shot Learning #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Information Retrieval (cs.IR) #Machine Learning (cs.LG) #cs.IR #cs.LG
7. Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers
   2024/10/17 by Yuxin Wen, Wen, Yuxin, Qingqing Cao +7 · 6 citations
   Computer Science · #Advanced Image and Video Retrieval Techniques #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #Computer Vision and Pattern Recognition (cs.CV) #FOS: Computer and information sciences #Image Retrieval and Classification Techniques #Multimodal Machine Learning Applications
8. Apple Intelligence Foundation Language Models: Tech Report 2025
   2025/07/17 by Ethan Li, Anders Larsen, Li, Ethan +487 · 14 citations
   Computer Science · #Advanced Malware Detection Techniques #Advanced Neural Network Applications #Artificial Intelligence (cs.AI) #Big Data and Digital Economy #FOS: Computer and information sciences #Machine Learning (cs.LG)
9. Towards Accurate and Reliable Energy Measurement of NLP Models
   2020/10/11 by Cao, Qingqing, Balasubramanian, Aruna, Balasubramanian, Niranjan · 2 citations
   #Computation and Language (cs.CL) #FOS: Computer and information sciences
10. MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU
    2017/06/03 by Qingqing Cao, Cao, Qingqing, Niranjan Balasubramanian +3 · 1 citation
    Computer Science · #Advanced Neural Network Applications #Context-Aware Activity Recognition Systems #Distributed #FOS: Computer and information sciences #IoT and Edge/Fog Computing #Machine Learning (cs.LG) #Neural and Evolutionary Computing (cs.NE) #Parallel #and Cluster Computing (cs.DC)
11. KV Prediction for Improved Time to First Token
    2024/10/10 by Maxwell Horton, Qingqing Cao, Horton, Maxwell +11 · 3 citations
    Engineering · Computer Science · #Tunneling and Rock Mechanics #Image and Object Detection Techniques
12. DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering
    2020/05/02 by Cao, Qingqing, Trivedi, Harsh, Balasubramanian, Aruna +1 · 1 citation
    #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Machine Learning (cs.LG)
13. BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models
    2023/10/02 by Qingqing Cao, Sewon Min, Cao, Qingqing +5 · 1 citation
    Computer Science · #Artificial Intelligence (cs.AI) #Computation and Language (cs.CL) #FOS: Computer and information sciences #Multimodal Machine Learning Applications #Natural Language Processing Techniques #Topic Modeling
14. CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning
    2024/10/15 by Qingqing Cao, Mahyar Najibi, Cao, Qingqing +3 · 1 citation
    Computer Science · #Multimodal Machine Learning Applications #Image Retrieval and Classification Techniques #Handwritten Text Recognition Techniques