Qingqing Cao

According to our database, Qingqing Cao authored at least 41 papers between 2014 and 2024.

Collaborative distances:

• Dijkstra number of four.
• Erdős number of four.

2024

Efficient Vision-Language Models by Summarizing Visual Tokens into Compact Registers.

Yuxin Wen, Qingqing Cao, Qichen Fu, Sachin Mehta, Mahyar Najibi

CoRR, 2024

CtrlSynth: Controllable Image Text Synthesis for Data-Efficient Multimodal Learning.

Qingqing Cao, Mahyar Najibi, Sachin Mehta

CoRR, 2024

KV Prediction for Improved Time to First Token.

Maxwell Horton, Qingqing Cao, Chenfan Sun, Yanzi Jin, Sachin Mehta, Mohammad Rastegari, Moin Nabi

CoRR, 2024

OpenELM: An Efficient Language Model Family with Open Training and Inference Framework.

Sachin Mehta, Mohammad Hossein Sekhavat, Qingqing Cao, Maxwell Horton, Yanzi Jin, Chenfan Sun, Seyed-Iman Mirzadeh, Mahyar Najibi, Dmitry Belenko, Peter Zatloukal, Mohammad Rastegari

CoRR, 2024

Development of a Six-Channel Wearable Electromyography Sensor for hand movement intention recognition.

Changcheng Wu, Zeran Yue, Qingqing Cao, Ting Fang, Fei Fei, Aiguo Song

Proceedings of the 2024 4th International Conference on Robotics and Control Engineering, 2024

APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference.

Bowen Zhao, Hannaneh Hajishirzi, Qingqing Cao

Proceedings of the Forty-first International Conference on Machine Learning, 2024

BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models.

Qingqing Cao, Sewon Min, Yizhong Wang, Hannaneh Hajishirzi

Proceedings of the Twelfth International Conference on Learning Representations, 2024

2023

An Integrated Method Based on Wasserstein Distance and Graph for Cancer Subtype Discovery.

Qingqing Cao, Jianping Zhao, Hai-Yun Wang, Qi Guan, Chun-Hou Zheng

IEEE ACM Trans. Comput. Biol. Bioinform., 2023

Efficient Methods for Natural Language Processing: A Survey.

Marcos V. Treviso, Ji-Ung Lee, Tianchu Ji, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Colin Raffel, Pedro Henrique Martins, André F. T. Martins, Jessica Zosa Forde, Peter A. Milder, Edwin Simpson, Noam Slonim, Jesse Dodge, Emma Strubell, Niranjan Balasubramanian, Leon Derczynski, Iryna Gurevych, Roy Schwartz

Trans. Assoc. Comput. Linguistics, 2023

Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation.

Hao Peng, Qingqing Cao, Jesse Dodge, Matthew E. Peters, Jared Fernandez, Tom Sherborne, Kyle Lo, Sam Skjonsberg, Emma Strubell, Darrell Plessas, Iz Beltagy, Evan Pete Walsh, Noah A. Smith, Hannaneh Hajishirzi

CoRR, 2023

AdANNS: A Framework for Adaptive Semantic Search.

Aniket Rege, Aditya Kusupati, Sharan Ranjit S, Alan Fan, Qingqing Cao, Sham M. Kakade, Prateek Jain, Ali Farhadi

Proceedings of the Advances in Neural Information Processing Systems 36: Annual Conference on Neural Information Processing Systems 2023, 2023

A Survey for Efficient Open Domain Question Answering.

Qin Zhang, Shangsi Chen, Dongkuan Xu, Qingqing Cao, Xiaojun Chen, Trevor Cohn, Meng Fang

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

PuMer: Pruning and Merging Tokens for Efficient Vision Language Models.

Qingqing Cao, Bhargavi Paranjape, Hannaneh Hajishirzi

Proceedings of the 61st Annual Meeting of the Association for Computational Linguistics (Volume 1: Long Papers), 2023

2022

Pavement Moisture Content Prediction: A Deep Residual Neural Network Approach for Analyzing Ground Penetrating Radar.

Qingqing Cao, Imad L. Al-Qadi, Lama Abufares

IEEE Trans. Geosci. Remote. Sens., 2022

Target Detection Model Distillation Using Feature Transition and Label Registration for Remote Sensing Imagery.

Boya Zhao, Qing Wang, Yuanfeng Wu, Qingqing Cao, Qiong Ran

IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens., 2022

Effect of Moisture Content on Calculated Dielectric Properties of Asphalt Concrete Pavements from Ground-Penetrating Radar Measurements.

Qingqing Cao, Imad L. Al-Qadi

Remote. Sens., 2022

MobiVQA: Efficient On-Device Visual Question Answering.

Qingqing Cao, Prerna Khanna, Nicholas D. Lane, Aruna Balasubramanian

Proc. ACM Interact. Mob. Wearable Ubiquitous Technol., 2022

Efficient Methods for Natural Language Processing: A Survey.

Marcos V. Treviso, Tianchu Ji, Ji-Ung Lee, Betty van Aken, Qingqing Cao, Manuel R. Ciosici, Michael Hassid, Kenneth Heafield, Sara Hooker, Pedro Henrique Martins, André F. T. Martins, Peter A. Milder, Colin Raffel, Edwin Simpson, Noam Slonim, Niranjan Balasubramanian, Leon Derczynski, Roy Schwartz

CoRR, 2022

2021

Development of a Numerical Model to Predict the Dielectric Properties of Heterogeneous Asphalt Concrete.

Qingqing Cao, Imad L. Al-Qadi

Sensors, 2021

Bipartite Synchronization of Heterogeneous Signed Networks with Distributed Impulsive Control.

Guizhen Feng, Jian Ding, Jinde Cao, Qingqing Cao

Complex., 2021

Are Mobile DNN Accelerators Accelerating DNNs?

Qingqing Cao, Alexandru Eugen Irimiea, Mohamed S. Abdelfattah, Aruna Balasubramanian, Nicholas D. Lane

Proceedings of the EMDL@MobiSys 2021: Proceedings of the 5th International Workshop on Embedded and Mobile Deep Learning, 2021

Optimization of the Structure of Electrode Array of Voltage-driven Electrical Resistance Tomography.

Chao Wang, Ran Pang, Qingqing Cao, Jiamin Ye

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2021

IrEne-viz: Visualizing Energy Consumption of Transformer Models.

Yash Kumar Lal, Reetu Singh, Harsh Trivedi, Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian

Proceedings of the 2021 Conference on Empirical Methods in Natural Language Processing: System Demonstrations, 2021

IrEne: Interpretable Energy Prediction for Transformers.

Qingqing Cao, Yash Kumar Lal, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian

Proceedings of the 59th Annual Meeting of the Association for Computational Linguistics and the 11th International Joint Conference on Natural Language Processing, 2021

2020

Bew: Towards Answering Business-Entity-Related Web Questions.

Qingqing Cao, Oriana Riva, Aruna Balasubramanian, Niranjan Balasubramanian

CoRR, 2020

sEMG Measurement Position and Feature Optimization Strategy for Gesture Recognition Based on ANOVA and Neural Networks.

ChangCheng Wu, Yuchao Yan, Qingqing Cao, Fei Fei, Dehua Yang, Xiong Lu, Baoguo Xu, Hong Zeng, Aiguo Song

IEEE Access, 2020

sEMG Feature Optimization Strategy for Finger Grip Force Estimation.

ChangCheng Wu, Qingqing Cao, Fei Fei, Dehua Yang, Baoguo Xu, Hong Zeng, Aiguo Song

Proceedings of the Intelligent Robotics and Applications - 13th International Conference, 2020

Towards Accurate and Reliable Energy Measurement of NLP Models.

Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian

Proceedings of SustaiNLP: Workshop on Simple and Efficient Natural Language Processing, 2020

DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering.

Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian

Proceedings of the 58th Annual Meeting of the Association for Computational Linguistics, 2020

2019

DeQA: On-Device Question Answering.

Qingqing Cao, Noah Weber, Niranjan Balasubramanian, Aruna Balasubramanian

Proceedings of the 17th Annual International Conference on Mobile Systems, 2019

Designer of a Multi-DOF Adaptive Finger for Prosthetic Hand.

ChangCheng Wu, Qingqing Cao, Yuchao Yan, Fei Fei, Dehua Yang, Baoguo Xu, Hong Zeng, Aiguo Song

Proceedings of the Intelligent Robotics and Applications - 12th International Conference, 2019

Evaluation of Voltage-driven Electrical Resistance Tomography Using LCR Meter-based Measurement System.

Chao Wang, Qingqing Cao, Ziqiang Cui, Yuxiang Chen, Huaxiang Wang

Proceedings of the IEEE International Instrumentation and Measurement Technology Conference, 2019

Analysis of Least Square Estimation Based Time Synchronization with Random Delay over Wireless Sensor Networks^*.

Qingqing Cao, ChangCheng Wu, Guizhen Feng, Peng Liu, JingPing Shao

Proceedings of the IEEE/ASME International Conference on Advanced Intelligent Mechatronics, 2019

2018

Mechanical-Sensor Integrated Finger for Prosthetic Hand.

ChangCheng Wu, Fei Fei, Mingyang Xie, Qingqing Cao, Dehua Yang, Hong Zeng, Baoguo Xu, Aiguo Song

Proceedings of the IEEE International Conference on Robotics and Biomimetics, 2018

2017

MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU.

Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian

Proceedings of the 1st International Workshop on Embedded and Mobile Deep Learning (Deep Learning for Mobile Systems and Applications), 2017

UIWear: Easily Adapting User Interfaces for Wearable Devices.

Jian Xu, Qingqing Cao, Aditya Prakash, Aruna Balasubramanian, Donald E. Porter

Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

Demo: UIWear: Easily Adapting User Interfaces for Wearable Devices.

Jian Xu, Qingqing Cao, Aruna Balasubramanian, Donald E. Porter

Proceedings of the 23rd Annual International Conference on Mobile Computing and Networking, 2017

2016

Structural modeling and convergence analysis of consensus-based time synchronization algorithms over networks: Non-topological conditions.

Yu-Ping Tian, Siheng Zong, Qingqing Cao

Autom., 2016

2015

An Online-Traffic-Prediction Based Route Finding Mechanism for Smart City.

Xiaoguang Niu, Ying Zhu, Qingqing Cao, Xining Zhang, Wei Xie, Kun Zheng

Int. J. Distributed Sens. Networks, 2015

2014

EPPI: An E-cent-based privacy-preserving incentive mechanism for participatory sensing systems.

Xiaoguang Niu, Meng Li, Qianyuan Chen, Qingqing Cao, Houzhen Wang

Proceedings of the IEEE 33rd International Performance Computing and Communications Conference, 2014

A Novel Urban Traffic Prediction Mechanism for Smart City Using Learning Approach.

Xiaoguang Niu, Ying Zhu, Qingqing Cao, Lei Zhao, Wei Xie

Proceedings of the Advances in Wireless Sensor Networks - The 8th China Conference, 2014