Zhengyang Zhao

Publication Activity (10 Years)

Years Active: 2012-2024
Publications (10 Years): 38

Top Topics

Query Reformulation

Cache Management

Top Venues

ACM Great Lakes Symposium on VLSI

ACM Trans. Archit. Code Optim.

Publications

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 (2024)
Zhengyang Zhao, Haitao Yuan, Nan Jiang, Minxiao Chen, Ning Liu, Zengxiang Li
STMGF: An Effective Spatial-Temporal Multi-Granularity Framework for Traffic Forecasting. CoRR (2024)
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)
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) (2023)
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) (2023)
Mingliang Xue, Siwei Wang, Bing Fu, Zhengyang Zhao, Tao Liu, Lingfeng Lai
Segmenting Key Clues to Induce Human-Object Interaction Detection. PRCV (1) (2023)
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) (2023)
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)
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)
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) (2022)
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 (2022)
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) (2022)
Huayi Yang, Deqing Wang, Zhengyang Zhao, Xuying Wang
SSL-DC: Improving Transductive Few-Shot Learning via Self-Supervised Learning and Distribution Calibration. ICPR (2022)
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) (2022)
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 (2022)
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 (2021)
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)
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 (2021)
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) (2021)
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 (2021)
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)
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) (2021)
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) (2021)
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)
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) (2020)
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)
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 (2020)
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)
Xin Geng, Haitao Zhang, Zhengyang Zhao, Huadong Ma
Interference-aware parallelization for deep learning workload in GPU cluster. Clust. Comput. 23 (4) (2020)
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 (2019)
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)
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)
Zhengyang Zhao, Haitao Zhang, Xin Geng, Huadong Ma
Resource-Aware Cache Management for In-Memory Data Analytics Frameworks. ISPA/BDCloud/SocialCom/SustainCom (2019)
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) (2019)
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 (2018)
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 (2018)
Meghna G. Mankalale, Zhengyang Zhao, Jianping Wang, Sachin S. Sapatnekar
SkyLogic - A proposal for a skyrmion logic device. CoRR (2018)
Meghna G. Mankalale, Zhaoxin Liang, Zhengyang Zhao, Chris H. Kim, Jianping Wang, Sachin S. Sapatnekar
CoMET: Composite-Input Magnetoelectric-based Logic Technology. CoRR (2016)
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)