Yaohua Wang

Publication Activity (10 Years)

Years Active: 2010-2024
Publications (10 Years): 77

Top Topics

Convolutional Neural Networks

Cancer Treatment

Top Venues

ACM Trans. Archit. Code Optim.

Publications

Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou
UniDM: A Unified Framework for Data Manipulation with Large Language Models. CoRR (2024)
Yichen Qian, Yongyi He, Rong Zhu, Jintao Huang, Zhijian Ma, Haibin Wang, Yaohua Wang, Xiuyu Sun, Defu Lian, Bolin Ding, Jingren Zhou
UniDM: A Unified Framework for Data Manipulation with Large Language Models. MLSys (2024)
Pengcheng Huang, Yaohua Wang, Zhenyu Zhao, Daheng Yue
CAUTS: Clock Tree Optimization via Skewed Cells With Complementary Asymmetrical Uniform Transistor Sizing. IEEE Trans. Very Large Scale Integr. Syst. 32 (1) (2024)
Ting Su, Yaohua Wang, Shi Xu, Lusi Zhang, Simin Feng, Jialong Song, Yiming Liu, Yongkang Tang, Yang Zhang, Shaoqing Li, Yang Guo, Hengzhu Liu
Improving the Ability of Thermal Radiation Based Hardware Trojan Detection. USENIX Security Symposium (2024)
Mikayla Biggs, Yaohua Wang, Neetu Soni, Sarv Priya, Girish Bathla, Guadalupe Canahuate
Evaluating Autoencoders for Dimensionality Reduction of MRI-derived Radiomics and Classification of Malignant Brain Tumors. SSDBM (2023)
Weihua Chen, Xianzhe Xu, Jian Jia, Hao Luo, Yaohua Wang, Fan Wang, Rong Jin, Xiuyu Sun
Beyond Appearance: a Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks. CoRR (2023)
Xuan Shen, Yaohua Wang, Ming Lin, Yilun Huang, Hao Tang, Xiuyu Sun, Yanzhi Wang
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network. CoRR (2023)
Zhe Li, Yaohua Wang, Zhanshan Li
A Bitwise GAC Algorithm for Alldifferent Constraints. IJCAI (2023)
Sicong Liu, Yaohua Wang, Xin Yikuan, Yingjie Shi, Liu Yi
Research on Intergenerational Affinity Products Based on Analytic Hierarchy Process. ISCID (2023)
Ning Wang, Yaohua Wang, Zhigang Wang, Jie Nie, Zhiqiang Wei, Peng Tang, Yu Gu, Ge Yu
PrivNUD: Effective Range Query Processing under Local Differential Privacy. ICDE (2023)
Changwu Zhang, Hao Sun, Shuman Li, Yaohua Wang, Haiyan Chen, Hengzhu Liu
A Survey of Memory-Centric Energy Efficient Computer Architecture. IEEE Trans. Parallel Distributed Syst. 34 (10) (2023)
Yaohua Wang, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Mohamed A. Naser, Clifton David Fuller, Xinhua Zhang, G. Elisabeta Marai, Guadalupe Canahuate
Improving Prediction of Late Symptoms using LSTM and Patient-reported Outcomes for Head and Neck Cancer Patients. ICHI (2023)
Weihua Chen, Xianzhe Xu, Jian Jia, Hao Luo, Yaohua Wang, Fan Wang, Rong Jin, Xiuyu Sun
Beyond Appearance: A Semantic Controllable Self-Supervised Learning Framework for Human-Centric Visual Tasks. CVPR (2023)
Xuan Shen, Yaohua Wang, Ming Lin, Yilun Huang, Hao Tang, Xiuyu Sun, Yanzhi Wang
DeepMAD: Mathematical Architecture Design for Deep Convolutional Neural Network. CVPR (2023)
Xiangjun Peng, Yaohua Wang, Ming-Chang Yang
CHOPPER: A Compiler Infrastructure for Programmable Bit-serial SIMD Processing Using Memory in DRAM. HPCA (2023)
Guang Yin, Yong Tang, Wei Xie, Zhenhao Luo, Yaohua Wang
Applying Binary Code Similarity Detection on Acceleration Processor. ICCEIC (2023)
Xiaoyun Zhang, Yaohua Wang, Dezun Dong, Cunlu Li, Shaocong Wang, Liquan Xiao
DeTAR: A Decision Tree-Based Adaptive Routing in Networks-on-Chip. Euro-Par (2023)
Xin Yikuan, Gao Zian, Han Fan, Liu Yi, Yaohua Wang
Research on Implicit Interaction Applied in Sneaker Laces Design. ISCID (2023)
Yingjie Song, Li Yang, Yaohua Wang, Xiong Xiao, Sheng You, Zhuo Tang
Parallel incremental association rule mining framework for public opinion analysis. Inf. Sci. 630 (2023)
Wenya Deng, Zhi Wang, Yang Guo, Jian Zhang, Zhenyu Wu, Yaohua Wang
DAS: A DRAM-Based Annealing System for Solving Large-Scale Combinatorial Optimization Problems. ICA3PP (3) (2023)
Kai Lu, Yaohua Wang, Yang Guo, Chun Huang, Sheng Liu, Ruibo Wang, Jianbin Fang, Tao Tang, Zhaoyun Chen, Biwei Liu, Zhong Liu, Yuanwu Lei, Haiyan Sun
MT-3000: a heterogeneous multi-zone processor for HPC. CCF Trans. High Perform. Comput. 4 (2) (2022)
Xiao Hu, Yaohua Wang, Xuan Gao
Work-in-Progress: RISC-V Based Low-cost Embedded Trace Processing System. CASES (2022)
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo, Dongsheng Li, Yuran Qiao
Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. IEEE Trans. Parallel Distributed Syst. 33 (11) (2022)
Yahang Hu, Yaohua Wang, Xiaoqiang Dan, Xiao Hu, Fei Liu, Jinpeng Li
Cost-Aware TVM (CAT) Tensorization for Modern Deep Learning Accelerators. ICCD (2022)
Yaohua Wang, Fangyi Zhang, Ming Lin, Senzhang Wang, Xiuyu Sun, Rong Jin
Robust Graph Structure Learning over Images via Multiple Statistical Tests. CoRR (2022)
Jirong Yi, Qiaosheng Zhang, Zhen Chen, Qiao Liu, Wei Shao, Yusen He, Yaohua Wang
Mutual Information Learned Regressor: an Information-theoretic Viewpoint of Training Regression Systems. CoRR (2022)
Yaohua Wang, Yaobin Zhang, Fangyi Zhang, Senzhang Wang, Ming Lin, YuQi Zhang, Xiuyu Sun
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space. CoRR (2022)
Yaohua Wang, Yaobin Zhang, Fangyi Zhang, Senzhang Wang, Ming Lin, YuQi Zhang, Xiuyu Sun
Ada-NETS: Face Clustering via Adaptive Neighbour Discovery in the Structure Space. ICLR (2022)
Yaohua Wang, Fangyi Zhang, Ming Lin, Senzhang Wang, Xiuyu Sun, Rong Jin
Robust Graph Structure Learning via Multiple Statistical Tests. NeurIPS (2022)
Yuqi Zhang, Wei Li, Yaohua Wang, Zhibin Wang, Hao Li
Beyond Classifiers: Remote Sensing Change Detection with Metric Learning. Remote. Sens. 14 (18) (2022)
Zhijie Yang, Lei Wang, Yao Wang, LingHui Peng, Xiaofan Chen, Xun Xiao, Yaohua Wang, Weixia Xu
Unicorn: a multicore neuromorphic processor with flexible fan-in and unconstrained fan-out for neurons. DAC (2022)
Rui Xu, Sheng Ma, Yaohua Wang, Xinhai Chen, Yang Guo
Configurable Multi-directional Systolic Array Architecture for Convolutional Neural Networks. ACM Trans. Archit. Code Optim. 18 (4) (2021)
Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu
CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and Optimizations. ISCA (2021)
Ya Wang, Hesen Chen, Fangyi Zhang, Yaohua Wang, Xiuyu Sun, Ming Lin, Hao Li
Fine-Grained AutoAugmentation for Multi-Label Classification. CoRR (2021)
Jian Zhang, Linghui Lv, Zhi Wang, Ying Zhang, Yang Yang, Jinjiu Li, Yaohua Wang
Universal Pre-Calculating Structure: Reducing Complexity of Ising Chips with Arbitrary Connectivity. DSC (2021)
Rui Jin, Yaohua Wang, Li Li, Longlai Xu, Kui Pu, Jun Zeng, Mohamed Darwish
Comparative study of electro-thermal characteristics of 4500 V diffusion-CS IGBT and buried-CS IGBT. IET Circuits Devices Syst. 15 (3) (2021)
Yaohua Wang, Chen Li, Chang Liu, Sheng Liu, Yuanwu Lei, Jian Zhang, Yang Zhang, Yang Guo
Advancing DSP into HPC, AI, and beyond: challenges, mechanisms, and future directions. CCF Trans. High Perform. Comput. 3 (1) (2021)
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo
HeSA: Heterogeneous Systolic Array Architecture for Compact CNNs Hardware Accelerators. DATE (2021)
Yaohua Wang, Rui Jin, Li Li, Jiang Liu, Mingchao Gao
Study on the influence of pressure on the characteristics of IGBT. EITCE (2021)
Rongze Li, Zhengtian Chu, Wangkai Jin, Yaohua Wang, Xiao Hu
Temporal Convolutional Network Based Regression Approach for Estimation of Remaining Useful Life. ICPHM (2021)
Minhui Hu, Kaiwei Zeng, Yaohua Wang, Yang Guo
Threshold-Based Hierarchical Clustering for Person Re-Identification. Entropy 23 (5) (2021)
Lois Orosa, Yaohua Wang, Mohammad Sadrosadati, Jeremie S. Kim, Minesh Patel, Ivan Puddu, Haocong Luo, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Saugata Ghose, Onur Mutlu
CODIC: A Low-Cost Substrate for Enabling Custom In-DRAM Functionalities and Optimizations. CoRR (2021)
Yaohua Wang, Guadalupe Canahuate, Lisanne van Dijk, Abdallah Sherif Radwan Mohamed, Clifton David Fuller, Xinhua Zhang, Georgeta Elisabeta Marai
Predicting late symptoms of head and neck cancer treatment using LSTM and patient reported outcomes. IDEAS (2021)
Yuqi Zhang, Xianzhe Xu, Weihua Chen, Yaohua Wang, Fangyi Zhang, Fan Wang, Hao Li
2nd Place Solution to Google Landmark Retrieval 2021. CoRR (2021)
Munan Ning, Cheng Bian, Dong Wei, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. CoRR (2021)
Munan Ning, Cheng Bian, Dong Wei, Shuang Yu, Chenglang Yuan, Yaohua Wang, Yang Guo, Kai Ma, Yefeng Zheng
A New Bidirectional Unsupervised Domain Adaptation Segmentation Framework. IPMI (2021)
Rui Jin, Yaohua Wang, Mingchao Gao, Rongrong Zhu, Jinping Zhang, Bo Zhang
A Novel High Performance 6500V IGBT with P-type Schottky Contact. RICAI (2020)
Yaohua Wang, Zhengtao Huang, Rongze Li, Xinyu Yin, Min Luo, Zheng Zhang, Xu Sun
A Comparative Study of Speculative Retrieval for Multi-Modal Data Trails: Towards User-Friendly Human-Vehicle Interactions. ICCAI (2020)
Rui Xu, Sheng Ma, Yaohua Wang, Yang Guo
CMSA: Configurable Multi-directional Systolic Array for Convolutional Neural Networks. ICCD (2020)
Xiao Hu, Yaohua Wang
A Lifelong Health Monitoring Framework in Processors: Work-in-Progress. CASES (2020)
Munan Ning, Kaiwei Zeng, Yang Guo, Yaohua Wang
Deviation based clustering for unsupervised person re-identification. Pattern Recognit. Lett. 135 (2020)
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
A Macro-Micro Weakly-supervised Framework for AS-OCT Tissue Segmentation. CoRR (2020)
Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching. MICRO (2020)
Munan Ning, Cheng Bian, Donghuan Lu, Hong-Yu Zhou, Shuang Yu, Chenglang Yuan, Yang Guo, Yaohua Wang, Kai Ma, Yefeng Zheng
A Macro-Micro Weakly-Supervised Framework for AS-OCT Tissue Segmentation. MICCAI (5) (2020)
Yaohua Wang, Rongze Li, Zhentao Huang, Xu Zhou
An In-depth Analysis of System-level Techniques for Simultaneous Multi-threaded Processors in Clouds. HP3C (2020)
Ding Deng, Yaohua Wang, Yang Guo
Novel Design Strategy Toward A2 Trojan Detection Based on Built-In Acceleration Structure. IEEE Trans. Comput. Aided Des. Integr. Circuits Syst. 39 (12) (2020)
Kaiwei Zeng, Munan Ning, Yaohua Wang, Yang Guo
Hierarchical Clustering With Hard-Batch Triplet Loss for Person Re-Identification. CVPR (2020)
Yaohua Wang, Lois Orosa, Xiangjun Peng, Yang Guo, Saugata Ghose, Minesh Patel, Jeremie S. Kim, Juan Gómez-Luna, Mohammad Sadrosadati, Nika Mansouri-Ghiasi, Onur Mutlu
FIGARO: Improving System Performance via Fine-Grained In-DRAM Data Relocation and Caching. CoRR (2020)
Kaiwei Zeng, Munan Ning, Yaohua Wang, Yang Guo
Energy clustering for unsupervised person re-identification. Image Vis. Comput. 98 (2020)
Yaohua Wang, Xiaowen Chen, Xiao Hu
Associative Thread Compaction for Efficient Control Flow Handling in GPGPUs. ISVLSI (2020)
Li Li, Yaohua Wang, Jiang Liu, Mingchao Gao, Rui Jin
Simulation optimization and Verification of edge terminations for high voltage IGBTs. EITCE (2020)
Zhao Lv, Shuming Chen, Tingrong Zhang, Yaohua Wang
A Specification-Based Semi-Formal Functional Verification Method by a Stage Transition Graph Model. IEEE Access 7 (2019)
Lois Orosa, Yaohua Wang, Ivan Puddu, Mohammad Sadrosadati, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Nika Mansouri-Ghiasi, Arash Tavakkol, Minesh Patel, Jeremie S. Kim, Vivek Seshadri, Uksong Kang, Saugata Ghose, Rodolfo Azevedo, Onur Mutlu
Dataplant: In-DRAM Security Mechanisms for Low-Cost Devices. CoRR (2019)
Mohammad Sadrosadati, Seyed Borna Ehsani, Hajar Falahati, Rachata Ausavarungnirun, Arash Tavakkol, Mojtaba Abaee, Lois Orosa, Yaohua Wang, Hamid Sarbazi-Azad, Onur Mutlu
ITAP: Idle-Time-Aware Power Management for GPU Execution Units. ACM Trans. Archit. Code Optim. 16 (1) (2019)
Xiangjun Peng, Qingfeng Wang, Xu Sun, Chunye Gong, Yaohua Wang
Succinct Representations in Collaborative Filtering: A Case Study using Wavelet Tree on 1, 000 Cores. PDCAT (2019)
Yongyong Fu, Ziran Ye, Jinsong Deng, Xinyu Zheng, Yibo Huang, Wu Yang, Yaohua Wang, Ke Wang
Finer Resolution Mapping of Marine Aquaculture Areas Using WorldView-2 Imagery and a Hierarchical Cascade Convolutional Neural Network. Remote. Sens. 11 (14) (2019)
Chao Yang, Shuming Chen, Yaohua Wang, Junyang Zhang
The Evaluation of DCNN on Vector-SIMD DSP. IEEE Access 7 (2019)
Jian Zhang, Shuming Chen, Zhi Wang, Lei Wang, Linghui Lv, Yaohua Wang
Live Demonstration: Image Segmentation on the FPGA-based Pre-calculating Ising Memory. ISCAS (2018)
Yaohua Wang, Arash Tavakkol, Lois Orosa, Saugata Ghose, Nika Mansouri-Ghiasi, Minesh Patel, Jeremie S. Kim, Hasan Hassan, Mohammad Sadrosadati, Onur Mutlu
Reducing DRAM Latency via Charge-Level-Aware Look-Ahead Partial Restoration. MICRO (2018)
Arash Tavakkol, Mohammad Sadrosadati, Saugata Ghose, Jeremie S. Kim, Yixin Luo, Yaohua Wang, Nika Mansouri-Ghiasi, Lois Orosa, Juan Gómez-Luna, Onur Mutlu
FLIN: Enabling Fairness and Enhancing Performance in Modern NVMe Solid State Drives. ISCA (2018)
Jian Zhang, Shuming Chen, Yaohua Wang
Advancing CMOS-Type Ising Arithmetic Unit into the Domain of Real-World Applications. IEEE Trans. Computers 67 (5) (2018)
Jian Zhang, Shuming Chen, Zhi Wang, Lei Wang, Linghui Lv, Yaohua Wang
Pre-Calculating Ising Memory: Low Cost Method to Enhance Traditional Memory with Ising Ability. ISCAS (2018)
Arash Tavakkol, Aasheesh Kolli, Stanko Novakovic, Kaveh Razavi, Juan Gómez-Luna, Hasan Hassan, Claude Barthels, Yaohua Wang, Mohammad Sadrosadati, Saugata Ghose, Ankit Singla, Pratap Subrahmanyam, Onur Mutlu
Enabling Efficient RDMA-based Synchronous Mirroring of Persistent Memory Transactions. CoRR (2018)
Xiaowen Chen, Zhonghai Lu, Yuanwu Lei, Yaohua Wang, Shenggang Chen
Multi-bit transient fault control for NoC links using 2D fault coding method. NOCS (2016)
Yaohua Wang, Dong Wang, Shuming Chen, Zonglin Liu, Shenggang Chen, Xiaowen Chen, Xu Zhou
Iteration Interleaving-Based SIMD Lane Partition. ACM Trans. Archit. Code Optim. 12 (4) (2016)
Sheng Liu, Haiyan Chen, Jianghua Wan, Yaohua Wang
Mod (2P-1) Shuffle Memory-Access Instructions for FFTs on Vector SIMD DSPs. ISVLSI (2016)
Yaohua Wang, Xiaowen Chen, Dong Wang, Sheng Liu
Dynamic Per-Warp Reconvergence Stack for Efficient Control Flow Handling in GPUs. ISVLSI (2016)
Yaohua Wang, Dong Wang, Xu Zhou
B-SCT: Improve SpMV processing on SIMD architectures. IEICE Electron. Express 12 (11) (2015)
Shuming Chen, Yaohua Wang, Sheng Liu, Jianghua Wan, Haiyan Chen, Hengzhu Liu, Kai Zhang, Xiangyuan Liu, Xi Ning
FT-Matrix: A Coordination-Aware Architecture for Signal Processing. IEEE Micro 34 (6) (2014)
Kai Zhang, Shuming Chen, Yaohua Wang, Jianghua Wan
Breaking the performance bottleneck of sparse matrix-vector multiplication on SIMD processors. IEICE Electron. Express 10 (9) (2013)
Yaohua Wang, Shuming Chen, Hu Chen, Jianghua Wan, Kai Zhang, Sheng Liu
Dual-Core Framework: Eliminating the Bottleneck Effect of Scalar Kernels on SIMD Architectures. IEICE Trans. Inf. Syst. (2) (2013)
Xin Jin, Yaohua Wang
Research on Social Network Structure and Public Opinions Dissemination of Micro-blog Based on Complex Network Analysis. J. Networks 8 (7) (2013)
Yaohua Wang, Shuming Chen, Jianghua Wan, Jiayuan Meng, Kai Zhang, Wei Liu, Xi Ning
A multiple SIMD, multiple data (MSMD) architecture: Parallel execution of dynamic and static SIMD fragments. HPCA (2013)
Yaohua Wang, Shuming Chen, Jianghua Wan, Kai Zhang
Redefining the relationship between scalar and parallel units in SIMD architectures. ISCAS (2013)
Wei Liu, Shuming Chen, Hu Chen, Yaohua Wang, Sheng Liu, Kai Zhang, Xi Ning
A novel QPP interleaver for parallel turbo decoder. IEICE Electron. Express 10 (8) (2013)
Yaohua Wang, Shuming Chen, Kai Zhang, Hu Chen, Xiaowen Chen
Architecture Design Trade-offs among VLIW SIMD and Multi-core Schemes. IPDPS Workshops (2012)
Yaohua Wang, Shuming Chen, Kai Zhang, Jianghua Wan, Hu Chen, Sheng Liu, Xi Ning
A cost conscious performance model for media processors. IEICE Electron. Express 9 (11) (2012)
Kai Zhang, Shuming Chen, Hu Chen, Yaohua Wang, Xiaowen Chen, Sheng Liu, Wei Liu
CMRF: a Configurable Matrix Register File for accelerating matrix operations on SIMD processors. IEICE Electron. Express 9 (4) (2012)
Yaohua Wang, Kai Zhang, Jianghua Wan, Sheng Liu, Xi Ning, Shuming Chen
Architectural Implications for SIMD Processors in the Wireless Communication Domain. HPCC-ICESS (2012)
Yaohua Wang, Shuming Chen, Kai Zhang, Jianghua Wan, Xiaowen Chen, Hu Chen, Haibo Wang
Instruction Shuffle: Achieving MIMD-like Performance on SIMD Architectures. IEEE Comput. Archit. Lett. 11 (2) (2012)
Sheng Liu, Shuming Chen, Jianghua Wan, Haiyan Chen, Yaohua Wang
Matrix Odd-Even Partition: A High Power-Efficient Solution to the Small Grain Data Shuffle. NAS (2011)
Yaohua Wang, Shuming Chen, Jianghua Wan, Kai Zhang, Shenggang Chen
AIFSP: An Adaptive Instruction Flow Stream Processor. ISVLSI (2011)
Kai Zhang, Shuming Chen, Sheng Liu, Yaohua Wang, Junhui Huang
Accelerating the data shuffle operations for FFT algorithms on SIMD DSPs. ASICON (2011)
Sheng Liu, Shuming Chen, Xi Ning, Jianghua Wan, Hu Chen, Kai Zhang, Yaohua Wang
LP2D: a novel low-power 2D memory for sliding-window applications in vector DSPs. IEICE Electron. Express 8 (24) (2011)
Hu Chen, Shuming Chen, Yaohua Wang, Kai Zhang
SUCA: a scalable unicore architecture with novel instruction encoding and distributed execution control. IEICE Electron. Express 8 (23) (2011)
Shenggang Chen, Shuming Chen, Huitao Gu, Hu Chen, Yaming Yin, Xiaowen Chen, Shuwei Sun, Sheng Liu, Yaohua Wang
Mapping of H.264/AVC Encoder on a Hierarchical Chip Multicore DSP Platform. HPCC (2010)