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ORCIDZhengyang Zhao
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2020 – today
- 2024
[c17]Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li:
STMGF: An Effective Spatial-Temporal Multi-granularity Framework for Traffic Forecasting. DASFAA (1) 2024: 235-245- [c16]Zhongchi Wang, Hailong Sun, Zhengyang Zhao:
FedEvalFair: A Privacy-Preserving and Statistically Grounded Federated Fairness Evaluation Framework. ACM Multimedia 2024: 7191-7199 - [i12]Zheng Zhang, Fan Yang, Ziyan Jiang, Zheng Chen, Zhengyang Zhao, Chengyuan Ma, Liang Zhao, Yang Liu:
Position-Aware Parameter Efficient Fine-Tuning Approach for Reducing Positional Bias in LLMs. CoRR abs/2404.01430 (2024) - [i11]Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li:
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting. CoRR abs/2404.05774 (2024) - 2023
- [j13]Jinhua Zhang
, Yuerong Zhu, Zhengyang Zhao:
Optimal Scheduling Strategy for Power Systems Containing Offshore Wind Farms Considering Wind Power Uncertainty. J. Circuits Syst. Comput. 32(5): 2350090:1-2350090:27 (2023) - [j12]Jinhua Zhang, Zhengyang Zhao, Jie Yan, Peng Cheng:
Ultra-Short-Term Wind Power Forecasting Based on CGAN-CNN-LSTM Model Supported by Lidar. Sensors 23(9): 4369 (2023) - [j11]Xiaoyang Liu, Zhengyang Zhao, Yihao Zhang, Chao Liu, Fan Yang:
Social Network Rumor Detection Method Combining Dual-Attention Mechanism With Graph Convolutional Network. IEEE Trans. Comput. Soc. Syst. 10(5): 2350-2361 (2023) - [c15]Zhongkai Sun, Zhengyang Zhao, Sixing Lu, Chengyuan Ma, Xiaohu Liu, Xing Fan, Wei Shen, Chenlei Guo:
CL-QR: Cross-Lingual Enhanced Query Reformulation for Multi-lingual Conversational AI Agents. EMNLP (Industry Track) 2023: 423-431 - [c14]Salonik Resch, Hüsrev Cilasun, Masoud Zabihi, Zamshed Iqbal Chowdhury, Zhengyang Zhao, Jian-Ping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
PimCity: A Compute in Memory Substrate featuring both Row and Column Parallel Computing. ICRC 2023: 1-10 - [c13]Salonik Resch, M. Hüsrev Cilasun, Zamshed I. Chowdhury, Masoud Zabihi, Zhengyang Zhao, Jian-Ping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
On Endurance of Processing in (Nonvolatile) Memory. ISCA 2023: 79:1-79:13 - [c12]Mingliang Xue, Siwei Wang, Bing Fu, Zhengyang Zhao, Tao Liu, Lingfeng Lai:
Segmenting Key Clues to Induce Human-Object Interaction Detection. PRCV (1) 2023: 60-71 - 2022
- [j10]Jie Xu, Zhengyang Zhao, Qian Ma, Ming Liu, Giuseppe Lacidogna:
Damage Diagnosis of Single-Layer Latticed Shell Based on Temperature-Induced Strain under Bayesian Framework. Sensors 22(11): 4251 (2022) - [j9]Salonik Resch, S. Karen Khatamifard, Zamshed I. Chowdhury, Masoud Zabihi, Zhengyang Zhao, M. Hüsrev Cilasun, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
Energy-efficient and Reliable Inference in Nonvolatile Memory under Extreme Operating Conditions. ACM Trans. Embed. Comput. Syst. 21(5): 57:1-57:36 (2022) - [j8]Zamshed I. Chowdhury, S. Karen Khatamifard, Salonik Resch, M. Hüsrev Cilasun, Zhengyang Zhao, Masoud Zabihi, Meisam Razaviyayn, Jian-Ping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
CRAM-Seq: Accelerating RNA-Seq Abundance Quantification Using Computational RAM. IEEE Trans. Emerg. Top. Comput. 10(4): 2055-2071 (2022) - [j7]Yu Liu, Zhengyang Zhao, Shanwen Zhang, Lei Huang:
Multiregion Scale-Aware Network for Building Extraction From High-Resolution Remote Sensing Images. IEEE Trans. Geosci. Remote. Sens. 60: 1-10 (2022) - [c11]Huayi Yang, Deqing Wang, Zhengyang Zhao, Xuying Wang:
SSL-DC: Improving Transductive Few-Shot Learning via Self-Supervised Learning and Distribution Calibration. ICPR 2022: 4892-4898 - [i10]Ziming Wan, Deqing Wang, Xuehua Ming, Fuzhen Zhuang, Chenguang Du, Ting Jiang, Zhengyang Zhao:
RHCO: A Relation-aware Heterogeneous Graph Neural Network with Contrastive Learning for Large-scale Graphs. CoRR abs/2211.11752 (2022) - 2021
- [j6]Yizhen Xu, Zhengyang Zhao, Peng Cheng, Zhuo Chen, Ming Ding, Branka Vucetic, Yonghui Li:
Constrained Reinforcement Learning for Resource Allocation in Network Slicing. IEEE Commun. Lett. 25(5): 1554-1558 (2021) - [j5]Xiaowei Zhao, Deqing Wang, Zhengyang Zhao, Wei Liu, Chenwei Lu, Fuzhen Zhuang:
A neural topic model with word vectors and entity vectors for short texts. Inf. Process. Manag. 58(2): 102455 (2021) - [j4]M. Hüsrev Cilasun, Salonik Resch, Zamshed I. Chowdhury, Erin Olson, Masoud Zabihi, Zhengyang Zhao, Thomas Peterson, Keshab K. Parhi, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
Spiking Neural Networks in Spintronic Computational RAM. ACM Trans. Archit. Code Optim. 18(4): 59:1-59:21 (2021) - [c10]Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang:
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. AAAI 2021: 7987-7994 - [c9]Zamshed I. Chowdhury, Salonik Resch, M. Hüsrev Cilasun, Zhengyang Zhao, Masoud Zabihi, Sachin S. Sapatnekar, Jianping Wang, Ulya R. Karpuzcu:
CAMeleon: Reconfigurable B(T)CAM in Computational RAM. ACM Great Lakes Symposium on VLSI 2021: 57-63 - [c8]M. Hüsrev Cilasun, Salonik Resch, Zamshed I. Chowdhury, Masoud Zabihi, Zhengyang Zhao, Thomas Peterson, Jian-Ping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
Seeds of SEED: H-CRAM: In-memory Homomorphic Search Accelerator using Spintronic Computational RAM. SEED 2021: 70-75 - [i9]Ting Jiang, Deqing Wang, Leilei Sun, Huayi Yang, Zhengyang Zhao, Fuzhen Zhuang:
LightXML: Transformer with Dynamic Negative Sampling for High-Performance Extreme Multi-label Text Classification. CoRR abs/2101.03305 (2021) - [i8]Masoud Zabihi, Salonik Resch, M. Hüsrev Cilasun, Zamshed I. Chowdhury, Zhengyang Zhao, Ulya R. Karpuzcu, Jianping Wang, Sachin S. Sapatnekar:
Exploring the Feasibility of Using 3D XPoint as an In-Memory Computing Accelerator. CoRR abs/2106.08402 (2021) - [i7]Salonik Resch, Zamshed I. Chowdhury, M. Hüsrev Cilasun, Masoud Zabihi, Zhengyang Zhao, Jian-Ping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
Towards Homomorphic Inference Beyond the Edge. CoRR abs/2112.08943 (2021) - 2020
- [j3]Xin Geng, Haitao Zhang, Zhengyang Zhao, Huadong Ma:
Interference-aware parallelization for deep learning workload in GPU cluster. Clust. Comput. 23(4): 2689-2702 (2020) - [j2]Salonik Resch, S. Karen Khatamifard, Zamshed Iqbal Chowdhury, Masoud Zabihi, Zhengyang Zhao, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
PIMBALL: Binary Neural Networks in Spintronic Memory. ACM Trans. Archit. Code Optim. 16(4): 41:1-41:26 (2020) - [c7]Yanhua Wu, Zhiqiang Ma, Zhengyang Zhao, Zhibo Cheng:
Dual Preference Matrix Collaborative Filtering Algorithm and Its Application in Railway B2BE-commerce Platform. ICCCS 2020: 562-569 - [c6]M. Hüsrev Cilasun, Salonik Resch, Zamshed Iqbal Chowdhury, Erin Olson, Masoud Zabihi, Zhengyang Zhao, Thomas Peterson, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
CRAFFT: High Resolution FFT Accelerator In Spintronic Computational RAM. DAC 2020: 1-6 - [c5]Salonik Resch, S. Karen Khatamifard, Zamshed I. Chowdhury, Masoud Zabihi, Zhengyang Zhao, M. Hüsrev Cilasun, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
MOUSE: Inference In Non-volatile Memory for Energy Harvesting Applications. MICRO 2020: 400-414 - [i6]M. Hüsrev Cilasun, Salonik Resch, Zamshed I. Chowdhury, Erin Olson, Masoud Zabihi, Zhengyang Zhao, Thomas Peterson, Keshab K. Parhi, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
An Inference and Learning Engine for Spiking Neural Networks in Computational RAM (CRAM). CoRR abs/2006.03007 (2020)
2010 – 2019
- 2019
- [j1]Masoud Zabihi, Zamshed Iqbal Chowdhury, Zhengyang Zhao, Ulya R. Karpuzcu, Jianping Wang, Sachin S. Sapatnekar:
In-Memory Processing on the Spintronic CRAM: From Hardware Design to Application Mapping. IEEE Trans. Computers 68(8): 1159-1173 (2019) - [c4]Masoud Zabihi, Zhengyang Zhao, Zamshed I. Chowdhury, Salonik Resch, Mahendra DC, Thomas Peterson, Ulya R. Karpuzcu, Jianping Wang, Sachin S. Sapatnekar:
True In-memory Computing with the CRAM: From Technology to Applications. ACM Great Lakes Symposium on VLSI 2019: 379 - [c3]Zhengyang Zhao, Haitao Zhang, Xin Geng, Huadong Ma:
Resource-Aware Cache Management for In-Memory Data Analytics Frameworks. ISPA/BDCloud/SocialCom/SustainCom 2019: 364-371 - [c2]Masoud Zabihi, Zhengyang Zhao, D. C. Mahendra, Zamshed I. Chowdhury, Salonik Resch, Thomas Peterson, Ulya R. Karpuzcu, Jianping Wang, Sachin S. Sapatnekar:
Using Spin-Hall MTJs to Build an Energy-Efficient In-memory Computation Platform. ISQED 2019: 52-57 - [i5]Salonik Resch, S. Karen Khatamifard, Zamshed Iqbal Chowdhury, Masoud Zabihi, Zhengyang Zhao, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
A Machine Learning Accelerator In-Memory for Energy Harvesting. CoRR abs/1908.11373 (2019) - 2018
- [i4]Meghna G. Mankalale, Zhengyang Zhao, Jianping Wang, Sachin S. Sapatnekar:
SkyLogic - A proposal for a skyrmion logic device. CoRR abs/1811.02016 (2018) - [i3]Salonik Resch, S. Karen Khatamifard, Zamshed Iqbal Chowdhury, Masoud Zabihi, Zhengyang Zhao, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
Exploiting Processing in Non-Volatile Memory for Binary Neural Network Accelerators. CoRR abs/1812.03989 (2018) - [i2]Zamshed I. Chowdhury, S. Karen Khatamifard, Zhengyang Zhao, Masoud Zabihi, Salonik Resch, Meisam Razaviyayn, Jianping Wang, Sachin S. Sapatnekar, Ulya R. Karpuzcu:
Computational RAM to Accelerate String Matching at Scale. CoRR abs/1812.08918 (2018) - 2016
- [i1]Meghna G. Mankalale, Zhaoxin Liang, Zhengyang Zhao, Chris H. Kim, Jianping Wang, Sachin S. Sapatnekar:
CoMET: Composite-Input Magnetoelectric-based Logic Technology. CoRR abs/1611.09714 (2016) - 2012
- [c1]Qianying Wu, Junyao Gao, Chengzu Huang, Zhengyang Zhao, Cheng Wang, Xuandong Su, Huaxin Liu, Xin Li, Yi Liu, Zhe Xu:
Obstacle avoidance research of snake-like robot based on multi-sensor information fusion. ROBIO 2012: 1040-1044
Coauthor Index
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