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Wen-Mei Hwu

Publication record assembled from the DBLP archive of ranked conferences.

Papers indexed

42

Venues

25

Active years

2017–2026

Best venue rank

A*

Where they publish

Papers

42 indexed papers, newest first.

YearVenueTitleAuthors
2026ASPLOSAsynchrony and GPUs: Bridging this Dichotomy for I/O with AGIO.Jihoon Han, Anand Sivasubramaniam, Chia-Hao Chang, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu
2026ISCAFive-Minute Rule 40 Years Later: A First-Principles Revisit for Modern Memory Hierarchy.Tong Zhang, Vikram Sharma Mailthody, Fei Sun, Linsen Ma, Chris J. Newburn, Teresa Zhang, Yang Liu, Jiangpeng Li, Hao Zhong, Wen-Mei Hwu
2025DACSSDTrain: An Activation Offloading Framework to SSDs for Faster Large Language Model Training.Kun Wu, Jeongmin Brian Park, Xiaofan Zhang, Mert Hidayetoglu, Vikram Sharma Mailthody, Sitao Huang, Steven S. Lumetta, Wen-Mei Hwu
2025ISSREThoth: Reliable Orchestration of Post-Quantum Secure Communication in Multi-Architecture Edge Clusters.Mohamed El-Hadedy, Wen-Mei Hwu
2025ISSREQuickCommand: A Low-Latency NLP Pipeline for Reliable UAV Telepresence.Mohamed El-Hadedy, Wen-Mei Hwu
2024ASPLOSGMT: GPU Orchestrated Memory Tiering for the Big Data Era.Chia-Hao Chang, Jihoon Han, Anand Sivasubramaniam, Vikram Sharma Mailthody, Zaid Qureshi, Wen-Mei Hwu
2024ASPLOSHector: An Efficient Programming and Compilation Framework for Implementing Relational Graph Neural Networks in GPU Architectures.Kun Wu, Mert Hidayetoglu, Xiang Song, Sitao Huang, Da Zheng, Israt Nisa, Wen-Mei Hwu
2024ICSCommBench: Micro-Benchmarking Hierarchical Networks with Multi-GPU, Multi-NIC Nodes.Mert Hidayetoglu, Simon Garcia De Gonzalo, Elliott Slaughter, Yu Li, Christopher Zimmer, Tekin Bicer, Bin Ren, William Gropp, Wen-Mei Hwu, Alex Aiken
2024SCAcceleration of Graph Neural Networks with Heterogenous Accelerators Architecture.Kaiwen Cao, Archit Gajjar, Liad Gerstman, Kun Wu, Sai Rahul Chalamalasetti, Aditya Dhakal, Giacomo Pedretti, Pavana Prakash, Wen-Mei Hwu, Deming Chen, Dejan S. Milojicic
2023ACLCan Language Models Be Specific? How?Jie Huang, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2023ICPPBEEP: Balanced Efficient subgraph Enumeration in Parallel.Samiran Kawtikwar, Mohammad Almasri, Wen-Mei Hwu, Rakesh Nagi, Jinjun Xiong
2023KDDIGB: Addressing The Gaps In Labeling, Features, Heterogeneity, and Size of Public Graph Datasets for Deep Learning Research.Arpandeep Khatua, Vikram Sharma Mailthody, Bhagyashree Taleka, Tengfei Ma, Xiang Song, Wen-Mei Hwu
2023SOSPRackBlox: A Software-Defined Rack-Scale Storage System with Network-Storage Co-Design.Benjamin Reidys, Yuqi Xue, Daixuan Li, Bharat Sukhwani, Wen-Mei Hwu, Deming Chen, Sameh W. Asaad, Jian Huang
2022ACLOpen Relation Modeling: Learning to Define Relations between Entities.Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu
2022CGOA Compiler Framework for Optimizing Dynamic Parallelism on GPUs.Mhd Ghaith Olabi, Juan Gmez-Luna, Onur Mutlu, Wen-Mei Hwu, Izzat El Hajj
2022EMNLPUnderstanding Jargon: Combining Extraction and Generation for Definition Modeling.Jie Huang, Hanyin Shao, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2022EMNLPDEER: Descriptive Knowledge Graph for Explaining Entity Relationships.Jie Huang, Kerui Zhu, Kevin Chen-Chuan Chang, Jinjun Xiong, Wen-Mei Hwu
2022ICSParallel K-clique counting on GPUs.Mohammad Almasri, Izzat El Hajj, Rakesh Nagi, Jinjun Xiong, Wen-Mei Hwu
2022KDDGraph Neural Network Training and Data Tiering.Seungwon Min, Kun Wu, Mert Hidayetoglu, Jinjun Xiong, Xiang Song, Wen-Mei Hwu
2021ACLMeasuring Fine-Grained Domain Relevance of Terms: A Hierarchical Core-Fringe Approach.Jie Huang, Kevin Chang, Jinjun Xiong, Wen-Mei Hwu
2021CVPRPseudo-IoU: Improving Label Assignment in Anchor-Free Object Detection.Jiachen Li, Bowen Cheng, Rogrio Feris, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Humphrey Shi
2021FCCMExtending HLS with High-Level Descriptive Language for Configurable Algorithm-Level Spatial Structure Design.Chengyue Wang, Sitao Huang, Wen-Mei Hwu, Deming Chen
2021FPGAPyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow.Sitao Huang, Kun Wu, Hyunmin Jeong, Chengyue Wang, Deming Chen, Wen-Mei Hwu
2021HPDCTEMPI: An Interposed MPI Library with a Canonical Representation of CUDA-aware Datatypes.Carl Pearson, Kun Wu, I-Hsin Chung, Jinjun Xiong, Wen-Mei Hwu
2021ICCVInterpretable Visual Reasoning via Induced Symbolic Space.Zhonghao Wang, Kai Wang, Mo Yu, Jinjun Xiong, Wen-Mei Hwu, Mark Hasegawa-Johnson, Humphrey Shi
2021PPoPPFFT blitz: the tensor cores strike back.Sultan Durrani, Muhammad Saad Chughtai, Abdul Dakkak, Wen-Mei Hwu, Lawrence Rauchwerger
2020CGOThe design and implementation of the wolfram language compiler.Abdul Dakkak, Tom Wickham-Jones, Wen-Mei Hwu
2020CSCWVertext: An End-to-end AI Powered Conversation Management System for Multi-party Chat Platforms.Omer Anjum, Chak Ho Chan, Tanitpong Lawphongpanich, Yucheng Liang, Tianyi Tang, Shuchen Zhang, Wen-Mei Hwu, Jinjun Xiong, Sanjay Patel
2020CVPRDifferential Treatment for Stuff and Things: A Simple Unsupervised Domain Adaptation Method for Semantic Segmentation.Zhonghao Wang, Mo Yu, Yunchao Wei, Rogrio Feris, Jinjun Xiong, Wen-Mei Hwu, Thomas S. Huang, Honghui Shi
2020EMNLPExploring Semantic Capacity of Terms.Jie Huang, Zilong Wang, Kevin Chang, Wen-Mei Hwu, Jinjun Xiong
2020ICCADDNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator.Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2019ASPDACImplementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS.Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2019CGOAutomatic Generation of Warp-Level Primitives and Atomic Instructions for Fast and Portable Parallel Reduction on GPUs.Simon Garcia De Gonzalo, Sitao Huang, Juan Gmez-Luna, Simon D. Hammond, Onur Mutlu, Wen-Mei Hwu
2019DACFPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen
2019EMNLPPaRe: A Paper-Reviewer Matching Approach Using a Common Topic Space.Omer Anjum, Hongyu Gong, Suma Bhat, Wen-Mei Hwu, Jinjun Xiong
2019FPLAnalysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device.Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong, Deming Chen, Wen-Mei Hwu
2019HPCCAn Efficient GPU Implementation Technique for Higher-Order 3D Stencils.Omer Anjum, Simon Garcia De Gonzalo, Mert Hidayetoglu, Wen-Mei Hwu
2019ICCADNAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving.Cong Hao, Yao Chen, Xinheng Liu, Atif Sarwari, Daryl Sew, Ashutosh Dhar, Bryan Wu, Dongdong Fu, Jinjun Xiong, Wen-Mei Hwu, Junli Gu, Deming Chen
2019ICCVSPGNet: Semantic Prediction Guidance for Scene Parsing.Bowen Cheng, Liang-Chieh Chen, Yunchao Wei, Yukun Zhu, Zilong Huang, Jinjun Xiong, Thomas S. Huang, Wen-Mei Hwu, Honghui Shi
2019MICRODeepStore: In-Storage Acceleration for Intelligent Queries.Vikram Sharma Mailthody, Zaid Qureshi, Weixin Liang, Ziyan Feng, Simon Garcia De Gonzalo, Youjie Li, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-Mei Hwu
2019SERVICESMLModelScope: Evaluate and Introspect Cognitive Pipelines.Cheng Li, Abdul Dakkak, Jinjun Xiong, Wen-Mei Hwu
2017SCEnabling GPU Support for the COMPSs-Mobile Framework.Francesc Lordan, Rosa M. Badia, Wen-Mei Hwu