Qingqing Cao

Publication Activity (10 Years)

Years Active: 2014-2024
Publications (10 Years): 43

Top Topics

Question Answering

Optimization Strategy

Wearable Devices

Top Venues

Publications

Bowen Zhao, Hannaneh Hajishirzi, Qingqing Cao
APT: Adaptive Pruning and Tuning Pretrained Language Models for Efficient Training and Inference. CoRR (2024)
Qingqing Cao, Sewon Min, Yizhong Wang, Hannaneh Hajishirzi
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models. ICLR (2024)
Changcheng Wu, Zeran Yue, Qingqing Cao, Ting Fang, Fei Fei, Aiguo Song
Development of a Six-Channel Wearable Electromyography Sensor for hand movement intention recognition. RobCE (2024)
Sachin Mehta, Mohammad Hossein Sekhavat, Qingqing Cao, Maxwell Horton, Yanzi Jin, Chenfan Sun, Seyed-Iman Mirzadeh, Mahyar Najibi, Dmitry Belenko, Peter Zatloukal, Mohammad Rastegari
OpenELM: An Efficient Language Model Family with Open Training and Inference Framework. CoRR (2024)
Qin Zhang, Shangsi Chen, Dongkuan Xu, Qingqing Cao, Xiaojun Chen, Trevor Cohn, Meng Fang
A Survey for Efficient Open Domain Question Answering. ACL (1) (2023)
Qingqing Cao, Bhargavi Paranjape, Hannaneh Hajishirzi
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models. CoRR (2023)
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
Efficient Methods for Natural Language Processing: A Survey. Trans. Assoc. Comput. Linguistics 11 (2023)
Qingqing Cao, Jianping Zhao, Hai-Yun Wang, Qi Guan, Chun-Hou Zheng
An Integrated Method Based on Wasserstein Distance and Graph for Cancer Subtype Discovery. IEEE ACM Trans. Comput. Biol. Bioinform. 20 (6) (2023)
Qingqing Cao, Bhargavi Paranjape, Hannaneh Hajishirzi
PuMer: Pruning and Merging Tokens for Efficient Vision Language Models. ACL (1) (2023)
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
Efficiency Pentathlon: A Standardized Arena for Efficiency Evaluation. CoRR (2023)
Qingqing Cao, Sewon Min, Yizhong Wang, Hannaneh Hajishirzi
BTR: Binary Token Representations for Efficient Retrieval Augmented Language Models. CoRR (2023)
Aniket Rege, Aditya Kusupati, Sharan Ranjit S, Alan Fan, Qingqing Cao, Sham M. Kakade, Prateek Jain, Ali Farhadi
AdANNS: A Framework for Adaptive Semantic Search. NeurIPS (2023)
Aniket Rege, Aditya Kusupati, Sharan Ranjit S, Alan Fan, Qingqing Cao, Sham M. Kakade, Prateek Jain, Ali Farhadi
AdANNS: A Framework for Adaptive Semantic Search. CoRR (2023)
Qingqing Cao, Prerna Khanna, Nicholas D. Lane, Aruna Balasubramanian
MobiVQA: Efficient On-Device Visual Question Answering. Proc. ACM Interact. Mob. Wearable Ubiquitous Technol. 6 (2) (2022)
Qin Zhang, Shangsi Chen, Dongkuan Xu, Qingqing Cao, Xiaojun Chen, Trevor Cohn, Meng Fang
A Survey for Efficient Open Domain Question Answering. CoRR (2022)
Qingqing Cao, Imad L. Al-Qadi, Lama Abufares
Pavement Moisture Content Prediction: A Deep Residual Neural Network Approach for Analyzing Ground Penetrating Radar. IEEE Trans. Geosci. Remote. Sens. 60 (2022)
Qingqing Cao, Imad L. Al-Qadi
Effect of Moisture Content on Calculated Dielectric Properties of Asphalt Concrete Pavements from Ground-Penetrating Radar Measurements. Remote. Sens. 14 (1) (2022)
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
Efficient Methods for Natural Language Processing: A Survey. CoRR (2022)
Boya Zhao, Qing Wang, Yuanfeng Wu, Qingqing Cao, Qiong Ran
Target Detection Model Distillation Using Feature Transition and Label Registration for Remote Sensing Imagery. IEEE J. Sel. Top. Appl. Earth Obs. Remote. Sens. 15 (2022)
Qingqing Cao, Yash Kumar Lal, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
IrEne: Interpretable Energy Prediction for Transformers. CoRR (2021)
Chao Wang, Ran Pang, Qingqing Cao, Jiamin Ye
Optimization of the Structure of Electrode Array of Voltage-driven Electrical Resistance Tomography. I2MTC (2021)
Guizhen Feng, Jian Ding, Jinde Cao, Qingqing Cao
Bipartite Synchronization of Heterogeneous Signed Networks with Distributed Impulsive Control. Complex. 2021 (2021)
Qingqing Cao, Yash Kumar Lal, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
IrEne: Interpretable Energy Prediction for Transformers. ACL/IJCNLP (1) (2021)
Qingqing Cao, Alexandru Eugen Irimiea, Mohamed S. Abdelfattah, Aruna Balasubramanian, Nicholas D. Lane
Are Mobile DNN Accelerators Accelerating DNNs? EMDL@MobiSys (2021)
Yash Kumar Lal, Reetu Singh, Harsh Trivedi, Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian
IrEne-viz: Visualizing Energy Consumption of Transformer Models. EMNLP (Demos) (2021)
Qingqing Cao, Imad L. Al-Qadi
Development of a Numerical Model to Predict the Dielectric Properties of Heterogeneous Asphalt Concrete. Sensors 21 (8) (2021)
ChangCheng Wu, Yuchao Yan, Qingqing Cao, Fei Fei, Dehua Yang, Xiong Lu, Baoguo Xu, Hong Zeng, Aiguo Song
sEMG Measurement Position and Feature Optimization Strategy for Gesture Recognition Based on ANOVA and Neural Networks. IEEE Access 8 (2020)
Qingqing Cao, Oriana Riva, Aruna Balasubramanian, Niranjan Balasubramanian
Bew: Towards Answering Business-Entity-Related Web Questions. CoRR (2020)
Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering. CoRR (2020)
ChangCheng Wu, Qingqing Cao, Fei Fei, Dehua Yang, Baoguo Xu, Hong Zeng, Aiguo Song
sEMG Feature Optimization Strategy for Finger Grip Force Estimation. ICIRA (2020)
Qingqing Cao, Harsh Trivedi, Aruna Balasubramanian, Niranjan Balasubramanian
DeFormer: Decomposing Pre-trained Transformers for Faster Question Answering. ACL (2020)
Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian
Towards Accurate and Reliable Energy Measurement of NLP Models. CoRR (2020)
Qingqing Cao, Aruna Balasubramanian, Niranjan Balasubramanian
Towards Accurate and Reliable Energy Measurement of NLP Models. SustaiNLP@EMNLP (2020)
ChangCheng Wu, Qingqing Cao, Yuchao Yan, Fei Fei, Dehua Yang, Baoguo Xu, Hong Zeng, Aiguo Song
Designer of a Multi-DOF Adaptive Finger for Prosthetic Hand. ICIRA (2) (2019)
Chao Wang, Qingqing Cao, Ziqiang Cui, Yuxiang Chen, Huaxiang Wang
Evaluation of Voltage-driven Electrical Resistance Tomography Using LCR Meter-based Measurement System. I2MTC (2019)
Qingqing Cao, Noah Weber, Niranjan Balasubramanian, Aruna Balasubramanian
DeQA: On-Device Question Answering. MobiSys (2019)
Qingqing Cao, ChangCheng Wu, Guizhen Feng, Peng Liu, JingPing Shao
. AIM (2019)
ChangCheng Wu, Fei Fei, Mingyang Xie, Qingqing Cao, Dehua Yang, Hong Zeng, Baoguo Xu, Aiguo Song
Mechanical-Sensor Integrated Finger for Prosthetic Hand. ROBIO (2018)
Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU. EMDL@MobiSys (2017)
Jian Xu, Qingqing Cao, Aruna Balasubramanian, Donald E. Porter
Demo: UIWear: Easily Adapting User Interfaces for Wearable Devices. MobiCom (2017)
Qingqing Cao, Niranjan Balasubramanian, Aruna Balasubramanian
MobiRNN: Efficient Recurrent Neural Network Execution on Mobile GPU. CoRR (2017)
Jian Xu, Qingqing Cao, Aditya Prakash, Aruna Balasubramanian, Donald E. Porter
UIWear: Easily Adapting User Interfaces for Wearable Devices. MobiCom (2017)
Yu-Ping Tian, Siheng Zong, Qingqing Cao
Structural modeling and convergence analysis of consensus-based time synchronization algorithms over networks: Non-topological conditions. Autom. 65 (2016)
Xiaoguang Niu, Ying Zhu, Qingqing Cao, Xining Zhang, Wei Xie, Kun Zheng
An Online-Traffic-Prediction Based Route Finding Mechanism for Smart City. Int. J. Distributed Sens. Networks 11 (2015)
Xiaoguang Niu, Ying Zhu, Qingqing Cao, Lei Zhao, Wei Xie
A Novel Urban Traffic Prediction Mechanism for Smart City Using Learning Approach. CWSN (2014)
Xiaoguang Niu, Meng Li, Qianyuan Chen, Qingqing Cao, Houzhen Wang
EPPI: An E-cent-based privacy-preserving incentive mechanism for participatory sensing systems. IPCCC (2014)