Guanhua Wang

Publication Activity (10 Years)

Years Active: 2011-2024
Publications (10 Years): 66

Top Topics

Image Reconstruction

Mechanism Design

Magnetic Resonance Imaging

Top Venues

IEEE Trans. Mob. Comput.

IEEE Trans. Circuits Syst. II Express Briefs

Publications

Guanhua Wang, Olatunji Ruwase, Bing Xie, Yuxiong He
FastPersist: Accelerating Model Checkpointing in Deep Learning. CoRR (2024)
Marah I Abdin, Sam Ade Jacobs, Ammar Ahmad Awan, Jyoti Aneja, Ahmed Awadallah, Hany Awadalla, Nguyen Bach, Amit Bahree, Arash Bakhtiari, Harkirat S. Behl, Alon Benhaim, Misha Bilenko, Johan Bjorck, Sébastien Bubeck, Martin Cai, Caio César Teodoro Mendes, Weizhu Chen, Vishrav Chaudhary, Parul Chopra, Allie Del Giorno, Gustavo de Rosa, Matthew Dixon, Ronen Eldan, Dan Iter, Amit Garg, Abhishek Goswami, Suriya Gunasekar, Emman Haider, Junheng Hao, Russell J. Hewett, Jamie Huynh, Mojan Javaheripi, Xin Jin, Piero Kauffmann, Nikos Karampatziakis, Dongwoo Kim, Mahoud Khademi, Lev Kurilenko, James R. Lee, Yin Tat Lee, Yuanzhi Li, Chen Liang, Weishung Liu, Eric Lin, Zeqi Lin, Piyush Madan, Arindam Mitra, Hardik Modi, Anh Nguyen, Brandon Norick, Barun Patra, Daniel Perez-Becker, Thomas Portet, Reid Pryzant, Heyang Qin, Marko Radmilac, Corby Rosset, Sambudha Roy, Olatunji Ruwase, Olli Saarikivi, Amin Saied, Adil Salim, Michael Santacroce, Shital Shah, Ning Shang, Hiteshi Sharma, Xia Song, Masahiro Tanaka, Xin Wang, Rachel Ward, Guanhua Wang, Philipp Witte, Michael Wyatt, Can Xu, Jiahang Xu, Sonali Yadav, Fan Yang, Ziyi Yang, Donghan Yu, Chengruidong Zhang, Cyril Zhang, Jianwen Zhang, Li Lyna Zhang, Yi Zhang, Yue Zhang, Yunan Zhang, Xiren Zhou
Phi-3 Technical Report: A Highly Capable Language Model Locally on Your Phone. CoRR (2024)
Mingyu Guo, Diksha Goel, Guanhua Wang, Runqi Guo, Yuko Sakurai, Muhammad Ali Babar
Mechanism design for public projects via three machine learning based approaches. Auton. Agents Multi Agent Syst. 38 (1) (2024)
Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Xiaoxia Wu, Connor Holmes, Zhewei Yao, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
ZeRO++: Extremely Efficient Collective Communication for Large Model Training. ICLR (2024)
Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen
Composing MPC With LQR and Neural Network for Amortized Efficiency and Stable Control. IEEE Trans Autom. Sci. Eng. 21 (2) (2024)
Guanhua Wang, Fang Yang, Jian Song, Zhu Han
Free Space Optical Communication for Inter-Satellite Link: Architecture, Potentials and Trends. IEEE Commun. Mag. 62 (3) (2024)
Guanhua Wang, Fang Yang, Jian Song, Zhu Han
Optimization for Dynamic Laser Inter-Satellite Link Scheduling With Routing: A Multi-Agent Deep Reinforcement Learning Approach. IEEE Trans. Commun. 72 (5) (2024)
Hongjia Yang, Guanhua Wang, Ziyu Li, Haoxiang Li, Jialan Zheng, Yuxin Hu, Xiaozhi Cao, Congyu Liao, Huihui Ye, Qiyuan Tian
Artificial Intelligence for Neuro MRI Acquisition: A Review. CoRR (2024)
Mingyu Guo, Diksha Goel, Guanhua Wang, Yong Yang, Muhammad Ali Babar
Cost Sharing Public Project with Minimum Release Delay. CoRR (2023)
Guanhua Wang, Heyang Qin, Sam Ade Jacobs, Connor Holmes, Samyam Rajbhandari, Olatunji Ruwase, Feng Yan, Lei Yang, Yuxiong He
ZeRO++: Extremely Efficient Collective Communication for Giant Model Training. CoRR (2023)
Guanhua Wang, Fang Yang, Jian Song, Zhu Han
Free Space Optical Communication for Inter-Satellite Link: Architecture, Potentials and Trends. CoRR (2023)
Xiaowei Ju, Guanhua Wang, Yu Fu
Linking networking capability and ambidextrous innovation strategies: the mediating roles of knowledge assimilation application and knowledge transformation application. J. Knowl. Manag. 27 (6) (2023)
Guanhua Wang, Jeffrey A. Fessler
Efficient Approximation of Jacobian Matrices Involving a Non-Uniform Fast Fourier Transform (NUFFT). IEEE Trans. Computational Imaging 9 (2023)
Guanhua Wang, Fang Yang, Jian Song, Zhu Han
Multi-Agent Deep Reinforcement Learning for Dynamic Laser Inter-Satellite Link Scheduling. GLOBECOM (2023)
Guanhua Wang
Machine Learning Approaches to Automated Mechanism Design for Public Project Problem. CoRR (2022)
Guanhua Wang, Wuli Zuo, Mingyu Guo
Redistribution in Public Project Problems via Neural Networks. CoRR (2022)
Guanhua Wang, Cong Zou, Chao Zhang, Changyong Pan, Jian Song, Fang Yang
Aircarft Signal Feature Extraction and Recognition Based on Deep Learning. IEEE Trans. Veh. Technol. 71 (9) (2022)
Guanhua Wang, Tianrui Luo, Jon-Fredrik Nielsen, Douglas C. Noll, Jeffrey A. Fessler
B-Spline Parameterized Joint Optimization of Reconstruction and K-Space Trajectories (BJORK) for Accelerated 2D MRI. IEEE Trans. Medical Imaging 41 (9) (2022)
Liang Fang, Xianshan Wen, Tao Fu, Guanhua Wang, Sandeep Miryala, Tiehui Ted Liu, Ping Gui
in 65-nm CMOS. IEEE Trans. Very Large Scale Integr. Syst. 30 (2) (2022)
Guanhua Wang, Wuli Zuo, Mingyu Guo
Redistribution in Public Project Problems via Neural Networks. WI/IAT (2021)
Anish Lahiri, Guanhua Wang, Saiprasad Ravishankar, Jeffrey A. Fessler
Blind Primed Supervised (BLIPS) Learning for MR Image Reconstruction. IEEE Trans. Medical Imaging 40 (11) (2021)
Guanhua Wang, Mingyu Guo
Public Project with Minimum Expected Release Delay. PRICAI (1) (2021)
Guanhua Wang, Kehan Wang, Kenan Jiang, Xiangjun Li, Ion Stoica
Wavelet: Efficient DNN Training with Tick-Tock Scheduling. MLSys (2021)
Guanhua Wang, Zhuang Liu, Brandon Hsieh, Siyuan Zhuang, Joseph Gonzalez, Trevor Darrell, Ion Stoica
sensAI: ConvNets Decomposition via Class Parallelism for Fast Inference on Live Data. MLSys (2021)
Guanhua Wang, Cong Zou, Chao Zhang, Changyong Pan, Jian Song, Fang Yang
ACARS Signal Source Generation and Recognition Based on Convolutional Neural Network. BMSB (2021)
Nan Peng, Rui Liang, Guanhua Wang, Peng Sun, Chunyu Chen, Tianyu Hou
Edge Computing-Based Fault Location in Distribution Networks by Using Asynchronous Transient Amplitudes at Limited Nodes. IEEE Trans. Smart Grid 12 (1) (2021)
Mingyu Guo, Guanhua Wang, Hideaki Hata, Muhammad Ali Babar
Revenue maximizing markets for zero-day exploits. Auton. Agents Multi Agent Syst. 35 (2) (2021)
Guanhua Wang, Runqi Guo, Yuko Sakurai, Muhammad Ali Babar, Mingyu Guo
Mechanism Design for Public Projects via Neural Networks. AAMAS (2021)
Fangyu Wu, Guanhua Wang, Siyuan Zhuang, Kehan Wang, Alexander Keimer, Ion Stoica, Alexandre M. Bayen
Composing MPC with LQR and Neural Networks for Efficient and Stable Control. CoRR (2021)
Guanhua Wang, Sudipta Chattopadhyay, Ivan Gotovchits, Tulika Mitra, Abhik Roychoudhury
oo7: Low-Overhead Defense Against Spectre Attacks via Program Analysis. IEEE Trans. Software Eng. 47 (11) (2021)
Guanhua Wang, Runqi Guo, Yuko Sakurai, Ali Babar, Mingyu Guo
Mechanism Design for Public Projects via Neural Networks. CoRR (2020)
Yingting Liu, Tankun Wu, Xiangyu Deng, Xin Zhang, Feng Gao, Guanhua Wang
Performance Analysis for SWIPT Based Cooperative Non-orthogonal Multiple Access With Two Phase Superposition Transmission. ICCT (2020)
Guanhua Wang, Enhao Gong, Suchandrima Banerjee, Dann Martin, Elizabeth Tong, Jay Choi, Huijun Chen, Max Wintermark, John M. Pauly, Greg Zaharchuk
Synthesize High-Quality Multi-Contrast Magnetic Resonance Imaging From Multi-Echo Acquisition Using Multi-Task Deep Generative Model. IEEE Trans. Medical Imaging 39 (10) (2020)
Binliang Chen, Yongyan Guo, Yinjun Xia, Yiyang Mao, Guanhua Wang
Design Method of Online Health Education with Service Interaction System for the Elderly. HCI (40) (2020)
Ashkan Yousefpour, Brian Q. Nguyen, Siddartha Devic, Guanhua Wang, Aboudy Kreidieh, Hans Lobel, Alexandre M. Bayen, Jason P. Jue
Failout: Achieving Failure-Resilient Inference in Distributed Neural Networks. CoRR (2020)
Guanhua Wang, Shivaram Venkataraman, Amar Phanishayee, Jorgen Thelin, Nikhil R. Devanur, Ion Stoica
Blink: Fast and Generic Collectives for Distributed ML. MLSys (2020)
Guanhua Wang, Hua Ji, Dexin Kong, Na Zhang
Modality-Dependent Cross-Modal Retrieval Based on Graph Regularization. Mob. Inf. Syst. 2020 (2020)
Yaoqing Yang, Jichan Chung, Guanhua Wang, Vipul Gupta, Adarsh Karnati, Kenan Jiang, Ion Stoica, Joseph Gonzalez, Kannan Ramchandran
Robust Class Parallelism - Error Resilient Parallel Inference with Low Communication Cost. ACSSC (2020)
Guanhua Wang, Sudipta Chattopadhyay, Arnab Kumar Biswas, Tulika Mitra, Abhik Roychoudhury
KLEESpectre: Detecting Information Leakage through Speculative Cache Attacks via Symbolic Execution. ACM Trans. Softw. Eng. Methodol. 29 (3) (2020)
Na Zhang, Hua Ji, Li Liu, Guanhua Wang
Exemplar-based image inpainting using angle-aware patch matching. EURASIP J. Image Video Process. 2019 (2019)
Di Lu, Guanhua Wang
Research on the Analysis and Application of Financial Risk Early Warning Model. IMMS (2019)
Kexu Sun, Guanhua Wang, Qing Zhang, Salam Elahmadi, Ping Gui
A 56-GS/s 8-bit Time-Interleaved ADC With ENOB and BW Enhancement Techniques in 28-nm CMOS. IEEE J. Solid State Circuits 54 (3) (2019)
Yi Tan, Chenchang Zhan, Guanhua Wang
A Fully-On-Chip Analog Low-Dropout Regulator With Negative Charge Pump for Low-Voltage Applications. IEEE Trans. Circuits Syst. II Express Briefs (8) (2019)
Guanhua Wang, Shivaram Venkataraman, Amar Phanishayee, Jorgen Thelin, Nikhil R. Devanur, Ion Stoica
Blink: Fast and Generic Collectives for Distributed ML. CoRR (2019)
Guanhua Wang, Kexu Sun, Qing Zhang, Salam Elahmadi, Ping Gui
A 43.6-dB SNDR 1-GS/s 3.2-mW SAR ADC With Background-Calibrated Fine and Coarse Comparators in 28-nm CMOS. IEEE Trans. Very Large Scale Integr. Syst. 27 (9) (2019)
Ba Dung Le, Guanhua Wang, Mehwish Nasim, Muhammad Ali Babar
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification. CW (2019)
Jiahong Ouyang, Guanhua Wang, Enhao Gong, Kevin Chen, John M. Pauly, Greg Zaharchuk
Task-GAN: Improving Generative Adversarial Network for Image Reconstruction. MLMIR@MICCAI (2019)
Xiang Gao, Wenjing Cui, Leijiang Yao, Yajie Zhou, Guanhua Wang
Construction of Knowledge Map of Continuous Fiber Reinforced Ceramic Matrix Composites. ICCPR (2019)
Nan Peng, Kai Ye, Rui Liang, Tianyu Hou, Guanhua Wang, Xuan Chen, Teng Song
Single-Phase-to-Earth Faulty Feeder Detection in Power Distribution Network Based on Amplitude Ratio of Zero-Mode Transients. IEEE Access 7 (2019)
Guanhua Wang, Sudipta Chattopadhyay, Arnab Kumar Biswas, Tulika Mitra, Abhik Roychoudhury
KLEESPECTRE: Detecting Information Leakage through Speculative Cache Attacks via Symbolic Execution. CoRR (2019)
Guanhua Wang, Enhao Gong, Suchandrima Banerjee, John M. Pauly, Greg Zaharchuk
Accelerated MRI Reconstruction with Dual-Domain Generative Adversarial Network. MLMIR@MICCAI (2019)
Ba Dung Le, Guanhua Wang, Mehwish Nasim, Muhammad Ali Babar
Gathering Cyber Threat Intelligence from Twitter Using Novelty Classification. CoRR (2019)
Yang Liu, Chenchang Zhan, Lidan Wang, Junyao Tang, Guanhua Wang
A 0.4-V Wide Temperature Range All-MOSFET Subthreshold Voltage Reference With 0.027%/V Line Sensitivity. IEEE Trans. Circuits Syst. II Express Briefs (8) (2018)
Junyao Tang, Chenchang Zhan, Guanhua Wang, Yang Liu
A 0.7V Fully-on-Chip Pseudo-Digital LDO Regulator with 6.3μA Quiescent Current and 100mV Dropout Voltage in 0.18-μm CMOS. ESSCIRC (2018)
Lidan Wang, Chenchang Zhan, Linjun He, Junyao Tang, Guanhua Wang, Yang Liu, Guofeng Li
A Low-Power High-PSRR CMOS Voltage Reference with Active-Feedback Frequency Compensation for IoT Applications. ISCAS (2018)
Kexu Sun, Guanhua Wang, Ping Gui, Qing Zhang, Salam Elahmadi
A 31.5-GHz BW 6.4-b ENOB 56-GS/s ADC in 28nm CMOS for 224-Gb/s DP-16QAM coherent receivers. CICC (2018)
Yang Nan, Chenchang Zhan, Guanhua Wang, Linjun He, Han Li
Replica-Based Low Drop-Out Voltage Regulator with Assistant Power Transistors for Digital VLSI Systems. ISVLSI (2018)
Guanhua Wang, Sudipta Chattopadhyay, Ivan Gotovchits, Tulika Mitra, Abhik Roychoudhury
oo7: Low-overhead Defense against Spectre Attacks via Binary Analysis. CoRR (2018)
Guanhua Wang, Kexu Sun, Qing Zhang, Salam Elahmadi, Ping Gui
A 43.6-dB SNDR 1-GS/s single-channel SAR ADC using coarse and fine comparators with background comparator offset calibration. ESSCIRC (2017)
Pengyu Yan, Guanhua Wang, Ada Che, Yaoyiran Li
Hybrid discrete differential evolution algorithm for biobjective cyclic hoist scheduling with reentrance. Comput. Oper. Res. 76 (2016)
Yuan Yao, Guanhua Wang, Zhiguo Ge, Tulika Mitra, Wenzhi Chen, Naxin Zhang
Efficient Timestamp-Based Cache Coherence Protocol for Many-Core Architectures. ICS (2016)
Guanhua Wang, Shanfeng Zhang, Kaishun Wu, Qian Zhang, Lionel M. Ni
TiM: Fine-Grained Rate Adaptation in WLANs. IEEE Trans. Mob. Comput. 15 (3) (2016)
Yongpan Zou, Guanhua Wang, Kaishun Wu, Lionel M. Ni
SmartScanner: Know More in Walls with Your Smartphone! IEEE Trans. Mob. Comput. 15 (11) (2016)
Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni
We Can Hear You with Wi-Fi! IEEE Trans. Mob. Comput. 15 (11) (2016)
Jian Sun, Yuhen Hu, Yi Chai, Rui Ling, Honghao Zheng, Guanhua Wang, Zhiqin Zhu
event-triggered networked control under time-varying communication delay with communication cost reduction. J. Frankl. Inst. 352 (11) (2015)
Yuan Yao, Guanhua Wang, Zhiguo Ge, Tulika Mitra, Wenzhi Chen, Naxin Zhang
SelectDirectory: a selective directory for cache coherence in many-core architectures. DATE (2015)
Guanhua Wang, Kaishun Wu, Qian Zhang, Lionel M. Ni
SimCast: Efficient video delivery in MU-MIMO WLANs. INFOCOM (2014)
Yongpan Zou, Guanhua Wang, Kaishun Wu, Lionel M. Ni
SmartSensing: Sensing Through Walls with Your Smartphone! MASS (2014)
Guanhua Wang, Yongpan Zou, Zimu Zhou, Kaishun Wu, Lionel M. Ni
We can hear you with Wi-Fi! MobiCom (2014)
Guanhua Wang, Shanfeng Zhang, Kaishun Wu, Qian Zhang, Lionel M. Ni
TiM: Fine-Grained Rate Adaptation in WLANs. ICDCS (2014)
Guanhua Wang, Foti Kacani, Yun Chiu
IRD Digital Background Calibration of SAR ADC With Coarse Reference ADC Acceleration. IEEE Trans. Circuits Syst. II Express Briefs (1) (2014)
Guanhua Wang, Kaishun Wu, Lionel M. Ni
CSMA/SF: Carrier Sense Multiple Access with Shortest First. IEEE Trans. Wirel. Commun. 13 (3) (2014)
Guanhua Wang, Yun Chiu
Fast FPGA emulation of background-calibrated SAR ADC with internal redundancy dithering. CICC (2013)
Guanhua Wang, Lei Ju, Zhiping Jia, Xin Li
Data Allocation for Embedded Systems with Hybrid On-Chip Scratchpad and Caches. HPCC/EUC (2013)
Guanhua Wang
Improving Data Transmission in Web Applications via the Translation between XML and JSON. CMC (2011)