Deming Chen

356 papers A* 42A 65B 17C 7Misc 13Journal 137Unranked 70
YearRankTypeTitle / Venue / Authors
2026 J jnl
AI+HW 2035: Shaping the Next Decade.
CoRR
Deming Chen, Jason Cong, Azalia Mirhoseini, Christos Kozyrakis, Subhasish Mitra, Jinjun Xiong, Cliff Young, Anima Anandkumar, Michael L. Littman, Aron Kirschen, Sophia Shao, Serge Leef, Naresh R. Shanbhag, Dejan S. Milojicic, Michael Schulte, Gert Cauwenberghs, Jerry M. Chow, Tri Dao, Kailash Gopalakrishnan, Richard Ho, Hoshik Kim, Kunle Olukotun, David Z. Pan, Mark Ren, Dan Roth, Aarti Singh, Yizhou Sun, Yusu Wang, Yann LeCun, Ruchir Puri
2026 J jnl
Detection of Compromised Entities in Cross-Domain Communication Systems.
ACM Trans. Cyber Phys. Syst.
Shiqing Li, Utku Tefek, Ertem Esiner, Zbigniew Kalbarczyk, Deming Chen
2026 J jnl
Report for NSF Workshop on AI for Electronic Design Automation.
CoRR
Deming Chen, Vijay Ganesh, Weikai Li, Yingyan Celine Lin, Yong Liu, Subhasish Mitra, David Z. Pan, Ruchir Puri, Jason Cong, Yizhou Sun
2025 J jnl
Building Machine Learning Challenges for Anomaly Detection in Science.
CoRR
Elizabeth G. Campolongo, Yuan-Tang Chou, Ekaterina Govorkova, Wahid Bhimji, Wei-Lun Chao, Chris Harris, Shih-Chieh Hsu, Hilmar Lapp, Mark S. Neubauer, Josephine M. Namayanja, Aneesh Subramanian, Philip C. Harris, Advaith Anand, David Edward Carlyn, Subhankar Ghosh, Christopher G. Lawrence, Eric A. Moreno, Ryan Raikman, Jiaman Wu, Ziheng Zhang, Bayu Adhi, Mohammad Ahmadi Gharehtoragh, Saúl Alonso-Monsalve, Marta Babicz, Furqan Baig, Namrata Banerji, William Bardon, Tyler Barna, Tanya Y. Berger-Wolf, Adji Bousso Dieng, Micah Brachman, Quentin Buat, David C. Y. Hui, Phuong Cao, Franco Cerino, Yi-Chun Chang, Shivaji Chaulagain, An-Kai Chen, Deming Chen, Eric Chen, Chia-Jui Chou, Zih-Chen Ciou, Miles Cochran-Branson, Artur Cordeiro Oudot Choi, Michael Coughlin, Matteo Cremonesi, Maria Dadarlat, Peter Darch, Malina Desai, Daniel Diaz, Steven Dillmann, Javier M. Duarte, Isla Duporge, Urbas Ekka, Saba Entezari Heravi, Hao Fang, Rian Flynn, Geoffrey Fox, Emily Freed, Hang Gao, Jing Gao, Julia Gonski, Matthew J. Graham, Abolfazl Hashemi, Scott Hauck, James Hazelden, Joshua Henry Peterson, Duc Hoang, Wei Hu, Mirco Hünnefeld, David Hyde, Vandana P. Janeja, Nattapon Jaroenchai, Haoyi Jia, Yunfan Kang, Maksim Kholiavchenko, Elham E Khoda, Sangin Kim, Aditya Kumar, Bo-Cheng Lai, Trung Le, Chi-Wei Lee, Janghyeon Lee, Shaocheng Lee, Suzan van der Lee, Charles Lewis, Haitong Li, Haoyang Li, Henry Liao, Mia Liu, Xiaolin Liu, Xiulong Liu, Vladimir Loncar, Fangzheng Lyu, Ilya Makarov, Abhishikth Mallampalli Chen-Yu Mao, Alexander Michels, Alexander Migala, Farouk Mokhtar, Mathieu Morlighem
2025 J jnl
Can Asymmetric Tile Buffering Be Beneficial?
CoRR
Chengyue Wang, Wesley Pang, Xinrui Wu, Gregory Jun, Luis Romero, Endri Taka, Diana Marculescu, Tony Nowatzki, Pranathi Vasireddy, Joseph Melber, Deming Chen, Jason Cong
2025 B conf
Decentralized Identification and Communitycorroborated for Multi-Agent Access Control and Trust Management.
IEEE Big Data
Zhixiong Chden, Tianyu Wang, Nianjun Zhou, Deming Chen
2025 J jnl
Hierarchical fine-grained state-aware graph attention network for dialogue state tracking.
J. Supercomput.
Hongmiao Liao, Yuzhong Chen, Deming Chen, Junjie Xu, Jiayuan Zhong, Chen Dong
2025 A conf
Invited Paper: Hardware-Software Co-Design for Highly Optimized, Customized, and Reliable AI Systems.
ICCAD
Jörg Henkel, Mehdi B. Tahoori, Heba Khdr, Hassan Nassar, Vincent Meyers, Deming Chen, Selin Yildirim, Yingbing Huang, Nirmal R. Saxena, Saurabh Hukerikar, Srivi Dhruvanarayan
2025 J jnl
JAM: Controllable and Responsible Text Generation via Causal Reasoning and Latent Vector Manipulation.
CoRR
Yingbing Huang, Deming Chen, Abhishek K. Umrawal
2025 J jnl
Large Language Model Strategic Reasoning Evaluation through Behavioral Game Theory.
CoRR
Jingru Jia, Zehua Yuan, Junhao Pan, Paul McNamara, Deming Chen
2025 J jnl
MLCD: Machine Learning-Based Code Version and Device Selection for Heterogeneous Systems.
IEEE Trans. Computers
Kaiwen Cao, Hanchen Ye, Yihan Pang, Deming Chen
2025 — conf
PREFACE - A Reinforcement Learning Framework for Code Verification via LLM Prompt Repair.
ACM Great Lakes Symposium on VLSI
Manvi Jha, Lily Jiaxin Wan, Huan Zhang, Deming Chen
2025 J jnl
Proof2Silicon: Prompt Repair for Verified Code and Hardware Generation via Reinforcement Learning.
CoRR
Manvi Jha, Jiaxin Wan, Deming Chen
2025 J jnl
SchemaCoder: Automatic Log Schema Extraction Coder with Residual Q-Tree Boosting.
CoRR
Lily Jiaxin Wan, Chia-Tung Ho, Rongjian Liang, Cunxi Yu, Deming Chen, Haoxing Ren
2025 J jnl
SpecMemo: Speculative Decoding is in Your Pocket.
CoRR
Selin Yildirim, Deming Chen
2025 A* conf
StreamTensor: Make Tensors Stream in Dataflow Accelerators for LLMs.
MICRO
Hanchen Ye, Deming Chen
2025 J jnl
StreamTensor: Make Tensors Stream in Dataflow Accelerators for LLMs.
CoRR
Hanchen Ye, Deming Chen
2025 J jnl
TB or Not TB: Coverage-Driven Direct Preference Optimization for Verilog Stimulus Generation.
CoRR
Bardia Nadimi, Khashayar Filom, Deming Chen, Hao Zheng
2025 — conf
VeriFLo: Verifiable Provenance with Fault Localization for Inter-domain Routing.
ESORICS (3)
Utku Tefek, Ertem Esiner, Felix Kottmann, Deming Chen
2024 — conf
Acceleration of Graph Neural Networks with Heterogenous Accelerators Architecture.
SC Workshops
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
2024 J jnl
AutoAI2C: An Automated Hardware Generator for DNN Acceleration on Both FPGA and ASIC.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yongan Zhang, Xiaofan Zhang, Pengfei Xu, Yang Zhao, Cong Hao, Deming Chen, Yingyan Lin
2024 J jnl
CHARM 2.0: Composing Heterogeneous Accelerators for Deep Learning on Versal ACAP Architecture.
ACM Trans. Reconfigurable Technol. Syst.
Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Shixin Ji, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Yiyu Shi, Deming Chen, Jason Cong, Peipei Zhou
2024 J jnl
Cybersecurity for Modern Smart Grid against Emerging Threats.
CoRR
Daisuke Mashima, Yao Chen, Muhammad M. Roomi, Subhash Lakshminarayana, Deming Chen
2024 — conf
DPU-LARD: DPU-Leveraged Attestation of Remote Devices for Security of OT Networks.
SecureComm (4)
William Kozlowski, Deming Chen, David M. Nicol
2024 A* conf
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context.
NeurIPS
Jingru Jia, Zehua Yuan, Junhao Pan, Paul McNamara, Deming Chen
2024 J jnl
Decision-Making Behavior Evaluation Framework for LLMs under Uncertain Context.
CoRR
Jingru Jia, Zehua Yuan, Junhao Pan, Paul McNamara, Deming Chen
2024 — conf
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
ICC
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
2024 J jnl
FedCore: Straggler-Free Federated Learning with Distributed Coresets.
CoRR
Hongpeng Guo, Haotian Gu, Xiaoyang Wang, Bo Chen, Eun Kyung Lee, Tamar Eilam, Deming Chen, Klara Nahrstedt
2024 — conf
HIDA: A Hierarchical Dataflow Compiler for High-Level Synthesis.
ASPLOS (1)
Hanchen Ye, HyeGang Jun, Deming Chen
2024 B conf
HomeSGN: A Smarter Home with Novel Rule Mining Enabled by a Scorer-Generator GAN.
ASPDAC
Zehua Yuan, Junhao Pan, Xiaofan Zhang, Deming Chen
2024 B conf
Invited Paper: Software/Hardware Co-design for LLM and Its Application for Design Verification.
ASPDAC
Lily Jiaxin Wan, Yingbing Huang, Yuhong Li, Hanchen Ye, Jinghua Wang, Xiaofan Zhang, Deming Chen
2024 A* conf
Invited: New Solutions on LLM Acceleration, Optimization, and Application.
DAC
Yingbing Huang, Lily Jiaxin Wan, Hanchen Ye, Manvi Jha, Jinghua Wang, Yuhong Li, Xiaofan Zhang, Deming Chen
2024 A* conf
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.
ICML
Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao
2024 J jnl
Medusa: Simple LLM Inference Acceleration Framework with Multiple Decoding Heads.
CoRR
Tianle Cai, Yuhong Li, Zhengyang Geng, Hongwu Peng, Jason D. Lee, Deming Chen, Tri Dao
2024 J jnl
New Solutions on LLM Acceleration, Optimization, and Application.
CoRR
Yingbing Huang, Lily Jiaxin Wan, Hanchen Ye, Manvi Jha, Jinghua Wang, Yuhong Li, Xiaofan Zhang, Deming Chen
2024 B conf
OS4C: An Open-Source SR-IOV System for SmartNIC-Based Cloud Platforms.
CLOUD
Scott Smith, Yuan Ma, Marissa Lanz, Bill Dai, Martin Ohmacht, Bharat Sukhwani, Hubertus Franke, Volodymyr V. Kindratenko, Deming Chen
2024 Misc conf
OS4C: An Open-Source SR-IOV System for SmartNIC-based Cloud Platforms.
FCCM
Scott Smith, Yuan Ma, Marissa Lanz, Bill Dai, Martin Ohmacht, Bharat Sukhwani, Hubertus Franke, Volodymyr V. Kindratenko, Deming Chen
2024 J jnl
On the Surprising Efficacy of Distillation as an Alternative to Pre-Training Small Models.
CoRR
Sean Farhat, Deming Chen
2024 J jnl
PandoGen: Generating complete instances of future SARS-CoV-2 sequences using Deep Learning.
PLoS Comput. Biol.
Anand Ramachandran, Steven S. Lumetta, Deming Chen
2024 — conf
RAW 2024 Monday Keynote.
IPDPS (Workshops)
Deming Chen
2024 B conf
S2TAR: Shared Secure Trusted Accelerators with Reconfiguration for Machine Learning in the Cloud.
CLOUD
Wei Ren, Sandhya Koteshwara, Mengmei Ye, Hubertus Franke, Deming Chen
2024 A* conf
SnapKV: LLM Knows What You are Looking for Before Generation.
NeurIPS
Yuhong Li, Yingbing Huang, Bowen Yang, Bharat Venkitesh, Acyr Locatelli, Hanchen Ye, Tianle Cai, Patrick Lewis, Deming Chen
2024 J jnl
SnapKV: LLM Knows What You are Looking for Before Generation.
CoRR
Yuhong Li, Yingbing Huang, Bowen Yang, Bharat Venkitesh, Acyr Locatelli, Hanchen Ye, Tianle Cai, Patrick Lewis, Deming Chen
2024 A conf
Subgraph Extraction-Based Feedback-Guided Iterative Scheduling for HLS.
DATE
Hanchen Ye, David Z. Pan, Chris Leary, Deming Chen, Xiaoqing Xu
2024 J jnl
Subgraph Extraction-based Feedback-guided Iterative Scheduling for HLS.
CoRR
Hanchen Ye, David Z. Pan, Chris Leary, Deming Chen, Xiaoqing Xu
2024 J jnl
Transforming the Hybrid Cloud for Emerging AI Workloads.
CoRR
Deming Chen, Alaa Youssef, Ruchi Pendse, André Schleife, Bryan K. Clark, Hendrik F. Hamann, Jingrui He, Teodoro Laino, Lav R. Varshney, Yuxiong Wang, Avirup Sil, Reyhaneh Jabbarvand, Tianyin Xu, Volodymyr V. Kindratenko, Carlos H. A. Costa, Sarita V. Adve, Charith Mendis, Minjia Zhang, Santiago Núñez-Corrales, Raghu K. Ganti, Mudhakar Srivatsa, Nam Sung Kim, Josep Torrellas, Jian Huang, Seetharami R. Seelam, Klara Nahrstedt, Tarek F. Abdelzaher, Tamar Eilam, Huimin Zhao, Matteo Manica, Ravishankar K. Iyer, Martin Hirzel, Vikram S. Adve, Darko Marinov, Hubertus Franke, Hanghang Tong, Elizabeth A. Ainsworth, Han Zhao, Deepak Vasisht, Minh Do, Fábio Oliveira, Giovanni Pacifici, Ruchir Puri, Priya Nagpurkar
2024 B conf
UniNet: Accelerating the Container Network Data Plane in IaaS Clouds.
CLOUD
Yuan Ma, Scott Smith, Bill Gropp, Hubertus Franke, Bharat Sukhwani, Sameh W. Asaad, Jinjun Xiong, Volodymyr V. Kindratenko, Deming Chen
2023 A* conf
AccShield: a New Trusted Execution Environment with Machine-Learning Accelerators.
DAC
Wei Ren, William Kozlowski, Sandhya Koteshwara, Mengmei Ye, Hubertus Franke, Deming Chen
2023 J jnl
AutoScaleDSE: A Scalable Design Space Exploration Engine for High-Level Synthesis.
ACM Trans. Reconfigurable Technol. Syst.
HyeGang Jun, Hanchen Ye, Hyunmin Jeong, Deming Chen
2023 A conf
CHARM: Composing Heterogeneous AcceleRators for Matrix Multiply on Versal ACAP Architecture.
FPGA
Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou
2023 J jnl
CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture.
CoRR
Jinming Zhuang, Jason Lau, Hanchen Ye, Zhuoping Yang, Yubo Du, Jack Lo, Kristof Denolf, Stephen Neuendorffer, Alex K. Jones, Jingtong Hu, Deming Chen, Jason Cong, Peipei Zhou
2023 J jnl
Cybersecurity for Modern Smart Grid Against Emerging Threats.
Found. Trends Priv. Secur.
Daisuke Mashima, Yao Chen, Muhammad M. Roomi, Subhash Lakshminarayana, Deming Chen
2023 A* conf
Extensible and Efficient Proxy for Neural Architecture Search.
ICCV
Yuhong Li, Jiajie Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
2023 B conf
FSSD: FPGA-Based Emulator for SSDs.
FPL
Luyang Yu, Yizhen Lu, Meghna Mandava, Edward Richter, Vikram Sharma Mailthody, Seungwon Min, Wen-mei W. Hwu, Deming Chen
2023 J jnl
HIDA: A Hierarchical Dataflow Compiler for High-Level Synthesis.
CoRR
Hanchen Ye, HyeGang Jun, Deming Chen
2023 — conf
High-level Synthesis for Domain Specific Computing.
ISPD
Hanchen Ye, HyeGang Jun, Jin Yang, Deming Chen
2023 A* conf
Lightning Talk: The Next Wave of High-level Synthesis.
DAC
Deming Chen
2023 A conf
Nimblock: Scheduling for Fine-grained FPGA Sharing through Virtualization.
FPGA
Meghna Mandava, Deming Chen
2023 A* conf
Nimblock: Scheduling for Fine-grained FPGA Sharing through Virtualization.
ISCA
Meghna Mandava, Paul Reckamp, Deming Chen
2023 A* conf
RackBlox: A Software-Defined Rack-Scale Storage System with Network-Storage Co-Design.
SOSP
Benjamin Reidys, Yuqi Xue, Daixuan Li, Bharat Sukhwani, Wen-Mei Hwu, Deming Chen, Sameh W. Asaad, Jian Huang
2023 J jnl
RackBlox: A Software-Defined Rack-Scale Storage System with Network-Storage Co-Design.
CoRR
Benjamin Reidys, Yuqi Xue, Daixuan Li, Bharat Sukhwani, Wen-mei W. Hwu, Deming Chen, Sameh W. Asaad, Jian Huang
2023 A conf
SSDe: FPGA-Based SSD Express Emulation Framework.
ICCAD
Yizhen Lu, Luyang Yu, Deming Chen
2023 A* conf
What Makes Convolutional Models Great on Long Sequence Modeling?
ICLR
Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey
2022 J jnl
Algorithm/Accelerator Co-Design and Co-Search for Edge AI.
IEEE Trans. Circuits Syst. II Express Briefs
Xiaofan Zhang, Yuhong Li, Junhao Pan, Deming Chen
2022 J jnl
AutoDistill: an End-to-End Framework to Explore and Distill Hardware-Efficient Language Models.
CoRR
Xiaofan Zhang, Zongwei Zhou, Deming Chen, Yu Emma Wang
2022 A conf
BoFL: bayesian optimized local training pace control for energy efficient federated learning.
Middleware
Hongpeng Guo, Haotian Gu, Zhe Yang, Xiaoyang Wang, Eun Kyung Lee, Nandhini Chandramoorthy, Tamar Eilam, Deming Chen, Klara Nahrstedt
2022 J jnl
Chimera: A Hybrid Machine Learning Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis.
CoRR
Mang Yu, Sitao Huang, Deming Chen
2022 J jnl
DML: Dynamic Partial Reconfiguration With Scalable Task Scheduling for Multi-Applications on FPGAs.
IEEE Trans. Computers
Ashutosh Dhar, Edward Richter, Mang Yu, Wei Zuo, Xiaohao Wang, Nam Sung Kim, Deming Chen
2022 — conf
EDAML 2022 Invited Speaker 2: AI Algorithm and Accelerator Co-design for Computing on the Edge.
IPDPS Workshops
Deming Chen
2022 J jnl
Efficient Machine Learning, Compilers, and Optimizations for Embedded Systems.
CoRR
Xiaofan Zhang, Yao Chen, Cong Hao, Sitao Huang, Yuhong Li, Deming Chen
2022 J jnl
Exploring HW/SW Co-Design for Video Analysis on CPU-FPGA Heterogeneous Systems.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Xiaofan Zhang, Yuan Ma, Jinjun Xiong, Wen-mei W. Hwu, Volodymyr V. Kindratenko, Deming Chen
2022 J jnl
Extensible Proxy for Efficient NAS.
CoRR
Yuhong Li, Jiajie Li, Cong Han, Pan Li, Jinjun Xiong, Deming Chen
2022 — conf
FSLAM: an Efficient and Accurate SLAM Accelerator on SoC FPGAs.
FPT
Vibhakar Vemulapati, Deming Chen
2022 — conf
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation.
ASP-DAC
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2022 J jnl
HiKonv: Maximizing the Throughput of Quantized Convolution With Novel Bit-wise Management and Computation.
CoRR
Yao Chen, Junhao Pan, Xinheng Liu, Jinjun Xiong, Deming Chen
2022 — ch.
High-Level Synthesis for Minimizing Power Side-Channel Information Leakage.
Behavioral Synthesis for Hardware Security
S. T. Choden Konigsmark, Wei Ren, Martin D. F. Wong, Deming Chen
2022 J jnl
Note from the TRETS EiC about the new Journal-first track in FPT'21.
ACM Trans. Reconfigurable Technol. Syst.
Deming Chen
2022 J jnl
Physics Community Needs, Tools, and Resources for Machine Learning.
CoRR
Philip C. Harris, Erik Katsavounidis, William Patrick McCormack, Dylan S. Rankin, Yongbin Feng, Abhijith Gandrakota, Christian Herwig, Burt Holzman, Kevin Pedro, Nhan Tran, Tingjun Yang, Jennifer Ngadiuba, Michael Coughlin, Scott Hauck, Shih-Chieh Hsu, Elham E Khoda, Deming Chen, Mark S. Neubauer, Javier M. Duarte, Georgia Karagiorgi, Mia Liu
2022 A conf
Qilin: Enabling Performance Analysis and Optimization of Shared-Virtual Memory Systems with FPGA Accelerators.
ICCAD
Edward Richter, Deming Chen
2022 J jnl
ReAAP: A Reconfigurable and Algorithm-Oriented Array Processor With Compiler-Architecture Co-Design.
IEEE Trans. Computers
Jianwei Zheng, Yu Liu, Xuejiao Liu, Luhong Liang, Deming Chen, Kwang-Ting Cheng
2022 A* conf
ScaleHLS: A New Scalable High-Level Synthesis Framework on Multi-Level Intermediate Representation.
HPCA
Hanchen Ye, Cong Hao, Jianyi Cheng, Hyunmin Jeong, Jack Huang, Stephen Neuendorffer, Deming Chen
2022 A* conf
ScaleHLS: a scalable high-level synthesis framework with multi-level transformations and optimizations: invited.
DAC
Hanchen Ye, HyeGang Jun, Hyunmin Jeong, Stephen Neuendorffer, Deming Chen
2022 J jnl
ThunderGP: Resource-Efficient Graph Processing Framework on FPGAs with HLS.
ACM Trans. Reconfigurable Technol. Syst.
Xinyu Chen, Feng Cheng, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2022 J jnl
What Makes Convolutional Models Great on Long Sequence Modeling?
CoRR
Yuhong Li, Tianle Cai, Yi Zhang, Deming Chen, Debadeepta Dey
2022 A conf
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs.
WACV
Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
2022 — conf
YouHome System and Dataset: Making Your Home Know You Better.
iSES
Junhao Pan, Zehua Yuan, Xiaofan Zhang, Deming Chen
2021 — conf
A Python-based High-Level Programming Flow for CPU-FPGA Heterogeneous Systems : (Invited Paper).
PEHC@SC
Sitao Huang, Kun Wu, Sai Rahul Chalamalasetti, Izzat El Hajj, Cong Xu, Paolo Faraboschi, Deming Chen
2021 — conf
AccGuard: Secure and Trusted Computation on Remote FPGA Accelerators.
iSES
Wei Ren, Junhao Pan, Deming Chen
2021 — conf
Accelerate Non-unit Stride Convolutions with Winograd Algorithms.
ASP-DAC
Junhao Pan, Deming Chen
2021 J jnl
Being-ahead: Benchmarking and Exploring Accelerators for Hardware-Efficient AI Deployment.
CoRR
Xiaofan Zhang, Hanchen Ye, Deming Chen
2021 C conf
Chimera: A Hybrid Machine Learning-Driven Multi-Objective Design Space Exploration Tool for FPGA High-Level Synthesis.
IDEAL
Mang Yu, Sitao Huang, Deming Chen
2021 J jnl
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT.
Trans. Assoc. Comput. Linguistics
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Hassan Sajjad, Preslav Nakov, Deming Chen, Marianne Winslett
2021 J jnl
EH-DNAS: End-to-End Hardware-aware Differentiable Neural Architecture Search.
CoRR
Qian Jiang, Xiaofan Zhang, Deming Chen, Minh N. Do, Raymond A. Yeh
2021 J jnl
Efficient Methods for Mapping Neural Machine Translator on FPGAs.
IEEE Trans. Parallel Distributed Syst.
Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2021 J jnl
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Co-design.
CoRR
Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen
2021 J jnl
Enabling Design Methodologies and Future Trends for Edge AI: Specialization and Codesign.
IEEE Des. Test
Cong Hao, Jordan Dotzel, Jinjun Xiong, Luca Benini, Zhiru Zhang, Deming Chen
2021 Misc conf
Extending HLS with High-Level Descriptive Language for Configurable Algorithm-Level Spatial Structure Design.
FCCM
Chengyue Wang, Sitao Huang, Wen-Mei Hwu, Deming Chen
2021 A* conf
F-CAD: A Framework to Explore Hardware Accelerators for Codec Avatar Decoding.
DAC
Xiaofan Zhang, Dawei Wang, Pierce Chuang, Shugao Ma, Deming Chen, Yuecheng Li
2021 J jnl
F-CAD: A Framework to Explore Hardware Accelerators for Codec Avatar Decoding.
CoRR
Xiaofan Zhang, Dawei Wang, Pierce Chuang, Shugao Ma, Deming Chen, Yuecheng Li
2021 A conf
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations.
FPGA
Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang
2021 A* conf
Generic Neural Architecture Search via Regression.
NeurIPS
Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
2021 J jnl
Generic Neural Architecture Search via Regression.
CoRR
Yuhong Li, Cong Hao, Pan Li, Jinjun Xiong, Deming Chen
2021 — conf
Graviton: A Reconfigurable Memory-Compute Fabric for Data Intensive Applications.
ARC
Ashutosh Dhar, Paul Reckamp, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2021 J jnl
Guest Editors' Introduction: Machine Intelligence at the Edge.
IEEE Des. Test
Luca Benini, Deming Chen, Jinjun Xiong, Zhiru Zhang
2021 J jnl
HELLO: improved neural network architectures and methodologies for small variant calling.
BMC Bioinform.
Anand Ramachandran, Steven S. Lumetta, Eric W. Klee, Deming Chen
2021 J jnl
HiKonv: High Throughput Quantized Convolution With Novel Bit-wise Management and Computation.
CoRR
Xinheng Liu, Yao Chen, Prakhar Ganesh, Junhao Pan, Jinjun Xiong, Deming Chen
2021 C conf
Improved GPU Implementations of the Pair-HMM Forward Algorithm for DNA Sequence Alignment.
ICCD
Enliang Li, Subho S. Banerjee, Sitao Huang, Ravishankar K. Iyer, Deming Chen
2021 J jnl
Improving the Generalization Ability of Deep Neural Networks for Cross-Domain Visual Recognition.
IEEE Trans. Cogn. Dev. Syst.
Jianwei Zheng, Chao Lu, Cong Hao, Deming Chen, Donghui Guo
2021 J jnl
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture.
CoRR
Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021 J jnl
Large Graph Convolutional Network Training with GPU-Oriented Data Communication Architecture.
Proc. VLDB Endow.
Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021 J jnl
Learning-Based Simultaneous Detection and Characterization of Time Delay Attack in Cyber-Physical Systems.
IEEE Trans. Smart Grid
Prakhar Ganesh, Xin Lou, Yao Chen, Rui Tan, David K. Y. Yau, Deming Chen, Marianne Winslett
2021 — conf
Mixed Precision Quantization for ReRAM-based DNN Inference Accelerators.
ASP-DAC
Sitao Huang, Aayush Ankit, Plínio Silveira, Rodrigo Antunes, Sai Rahul Chalamalasetti, Izzat El Hajj, Dong Eun Kim, Glaucimar Aguiar, Pedro Bruel, Sergey Serebryakov, Cong Xu, Can Li, Paolo Faraboschi, John Paul Strachan, Deming Chen, Kaushik Roy, Wen-mei W. Hwu, Dejan S. Milojicic
2021 A conf
PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow.
FPGA
Sitao Huang, Kun Wu, Hyunmin Jeong, Chengyue Wang, Deming Chen, Wen-Mei Hwu
2021 J jnl
PyLog: An Algorithm-Centric Python-Based FPGA Programming and Synthesis Flow.
IEEE Trans. Computers
Sitao Huang, Kun Wu, Hyunmin Jeong, Chengyue Wang, Deming Chen, Wen-Mei Hwu
2021 J jnl
PyTorch-Direct: Enabling GPU Centric Data Access for Very Large Graph Neural Network Training with Irregular Accesses.
CoRR
Seungwon Min, Kun Wu, Sitao Huang, Mert Hidayetoglu, Jinjun Xiong, Eiman Ebrahimi, Deming Chen, Wen-mei W. Hwu
2021 J jnl
ScaleHLS: Scalable High-Level Synthesis through MLIR.
CoRR
Hanchen Ye, Cong Hao, Jianyi Cheng, Hyunmin Jeong, Jack Huang, Stephen Neuendorffer, Deming Chen
2021 B conf
Scaling Up Hardware Accelerator Verification using A-QED with Functional Decomposition.
FMCAD
Saranyu Chattopadhyay, Florian Lonsing, Luca Piccolboni, Deepraj Soni, Peng Wei, Xiaofan Zhang, Yuan Zhou, Luca P. Carloni, Deming Chen, Jason Cong, Ramesh Karri, Zhiru Zhang, Caroline Trippel, Clark W. Barrett, Subhasish Mitra
2021 J jnl
Scaling Up Hardware Accelerator Verification using A-QED with Functional Decomposition.
CoRR
Saranyu Chattopadhyay, Florian Lonsing, Luca Piccolboni, Deepraj Soni, Peng Wei, Xiaofan Zhang, Yuan Zhou, Luca P. Carloni, Deming Chen, Jason Cong, Ramesh Karri, Zhiru Zhang, Caroline Trippel, Clark W. Barrett, Subhasish Mitra
2021 A* conf
Skew-Oblivious Data Routing for Data Intensive Applications on FPGAs with HLS.
DAC
Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021 J jnl
Skew-Oblivious Data Routing for Data-Intensive Applications on FPGAs with HLS.
CoRR
Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021 — conf
Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous Systems.
AICAS
Cong Hao, Deming Chen
2021 J jnl
Software/Hardware Co-design for Multi-modal Multi-task Learning in Autonomous Systems.
CoRR
Cong Hao, Deming Chen
2021 A conf
ThunderGP: HLS-based Graph Processing Framework on FPGAs.
FPGA
Xinyu Chen, Hongshi Tan, Yao Chen, Bingsheng He, Weng-Fai Wong, Deming Chen
2021 — conf
TwinDNN: A Tale of Two Deep Neural Networks.
ASAP
Hyunmin Jeong, Deming Chen
2021 Misc conf
TwinDNN: A Tale of Two Deep Neural Networks.
FCCM
Hyunmin Jeong, Deming Chen
2021 J jnl
VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization.
IEEE Trans. Computers
Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen
2021 — conf
WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs.
ASAP
Xinheng Liu, Yao Chen, Cong Hao, Ashutosh Dhar, Deming Chen
2021 J jnl
WinoCNN: Kernel Sharing Winograd Systolic Array for Efficient Convolutional Neural Network Acceleration on FPGAs.
CoRR
Xinheng Liu, Yao Chen, Cong Hao, Ashutosh Dhar, Deming Chen
2021 J jnl
YOLO-ReT: Towards High Accuracy Real-time Object Detection on Edge GPUs.
CoRR
Prakhar Ganesh, Yao Chen, Yin Yang, Deming Chen, Marianne Winslett
2020 A* conf
A-QED Verification of Hardware Accelerators.
DAC
Eshan Singh, Florian Lonsing, Saranyu Chattopadhyay, Maxwell Strange, Peng Wei, Xiaofan Zhang, Yuan Zhou, Deming Chen, Jason Cong, Priyanka Raina, Zhiru Zhang, Clark W. Barrett, Subhasish Mitra
2020 A conf
AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs.
FPGA
Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin
2020 J jnl
AutoDNNchip: An Automated DNN Chip Predictor and Builder for Both FPGAs and ASICs.
CoRR
Pengfei Xu, Xiaofan Zhang, Cong Hao, Yang Zhao, Yongan Zhang, Yue Wang, Chaojian Li, Zetong Guan, Deming Chen, Yingyan Lin
2020 J jnl
Compressing Large-Scale Transformer-Based Models: A Case Study on BERT.
CoRR
Prakhar Ganesh, Yao Chen, Xin Lou, Mohammad Ali Khan, Yin Yang, Deming Chen, Marianne Winslett, Hassan Sajjad, Preslav Nakov
2020 A conf
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator.
ICCAD
Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020 J jnl
DNNExplorer: A Framework for Modeling and Exploring a Novel Paradigm of FPGA-based DNN Accelerator.
CoRR
Xiaofan Zhang, Hanchen Ye, Junsong Wang, Yonghua Lin, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020 A* conf
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions.
DAC
Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020 J jnl
EDD: Efficient Differentiable DNN Architecture and Implementation Co-search for Embedded AI Solutions.
CoRR
Yuhong Li, Cong Hao, Xiaofan Zhang, Xinheng Liu, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2020 — conf
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices.
ACM Great Lakes Symposium on VLSI
Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020 J jnl
Effective Algorithm-Accelerator Co-design for AI Solutions on Edge Devices.
CoRR
Cong Hao, Yao Chen, Xiaofan Zhang, Yuhong Li, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2020 A* conf
FReaC Cache: Folded-logic Reconfigurable Computing in the Last Level Cache.
MICRO
Ashutosh Dhar, Xiaohao Wang, Hubertus Franke, Jinjun Xiong, Jian Huang, Wen-mei W. Hwu, Nam Sung Kim, Deming Chen
2020 J jnl
FracBNN: Accurate and FPGA-Efficient Binary Neural Networks with Fractional Activations.
CoRR
Yichi Zhang, Junhao Pan, Xinheng Liu, Hongzheng Chen, Deming Chen, Zhiru Zhang
2020 A conf
HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy.
ICDCS
Yao Chen, Xin Long, Jiong He, Yuhang Chen, Hongshi Tan, Zhenxiang Zhang, Marianne Winslett, Deming Chen
2020 J jnl
HaoCL: Harnessing Large-scale Heterogeneous Processors Made Easy.
CoRR
Yao Chen, Xin Long, Jiong He, Yuhang Chen, Hongshi Tan, Zhenxiang Zhang, Marianne Winslett, Deming Chen
2020 A* conf
HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation.
DAC
Hanchen Ye, Xiaofan Zhang, Zhize Huang, Gengsheng Chen, Deming Chen
2020 J jnl
HybridDNN: A Framework for High-Performance Hybrid DNN Accelerator Design and Implementation.
CoRR
Hanchen Ye, Xiaofan Zhang, Zhize Huang, Gengsheng Chen, Deming Chen
2020 A conf
Is FPGA Useful for Hash Joins?
CIDR
Xinyu Chen, Yao Chen, Ronak Bajaj, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
2020 Misc conf
Leveraging Dynamic Partial Reconfiguration with Scalable ILP Based Task Scheduling.
VLSID
Ashutosh Dhar, Mang Yu, Wei Zuo, Xiaohao Wang, Nam Sung Kim, Deming Chen
2020 — conf
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems.
MLSys
Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen
2020 — conf
Thanos: High-Performance CPU-GPU Based Balanced Graph Partitioning Using Cross-Decomposition.
ASP-DAC
Dae Hee Kim, Rakesh Nagi, Deming Chen
2020 J jnl
VecQ: Minimal Loss DNN Model Compression With Vectorized Weight Quantization.
CoRR
Cheng Gong, Yao Chen, Ye Lu, Tao Li, Cong Hao, Deming Chen
2019 J jnl
A Bi-Directional Co-Design Approach to Enable Deep Learning on IoT Devices.
CoRR
Xiaofan Zhang, Cong Hao, Yuhong Li, Yao Chen, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2019 J jnl
A Hardware-Efficient Block Matching Algorithm and Its Hardware Design for Variable Block Size Motion Estimation in Ultra-High-Definition Video Encoding.
ACM Trans. Design Autom. Electr. Syst.
Jianwei Zheng, Chao Lu, Jiefeng Guo, Deming Chen, Donghui Guo
2019 — conf
A Hybrid GPU + FPGA System Design for Autonomous Driving Cars.
SiPS
Cong Hao, Junli Gu, Deming Chen, Atif Sarwari, Zhijie Jin, Husam Abu-Haimed, Daryl Sew, Yuhong Li, Xinheng Liu, Bryan Wu, Dongdong Fu
2019 A conf
A recurrent Markov state-space generative model for sequences.
AISTATS
Anand Ramachandran, Steven S. Lumetta, Eric W. Klee, Deming Chen
2019 J jnl
ASAP: Accelerated Short-Read Alignment on Programmable Hardware.
IEEE Trans. Computers
Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Zbigniew T. Kalbarczyk, Deming Chen, Steven S. Lumetta, Ravishankar K. Iyer
2019 — conf
Accelerating Sparse Deep Neural Networks on FPGAs.
HPEC
Sitao Huang, Carl Pearson, Rakesh Nagi, Jinjun Xiong, Deming Chen, Wen-mei W. Hwu
2019 A* conf
Accelerating distributed reinforcement learning with in-switch computing.
ISCA
Youjie Li, Iou-Jen Liu, Yifan Yuan, Deming Chen, Alexander G. Schwing, Jian Huang
2019 B conf
Analysis and Modeling of Collaborative Execution Strategies for Heterogeneous CPU-FPGA Architectures.
ICPE
Sitao Huang, Li-Wen Chang, Izzat El Hajj, Simon Garcia De Gonzalo, Juan Gómez-Luna, Sai Rahul Chalamalasetti, Mohamed El-Hadedy, Dejan S. Milojicic, Onur Mutlu, Deming Chen, Wen-mei W. Hwu
2019 B conf
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device.
FPL
Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong, Deming Chen, Wen-Mei Hwu
2019 J jnl
Analysis and Optimization of I/O Cache Coherency Strategies for SoC-FPGA Device.
CoRR
Seungwon Min, Sitao Huang, Mohamed El-Hadedy, Jinjun Xiong, Deming Chen, Wen-Mei Hwu
2019 — conf
Automated Communication and Floorplan-Aware Hardware/Software Co-Design for SoC.
ISVLSI
Jong Bin Lim, Deming Chen
2019 A conf
Cloud-DNN: An Open Framework for Mapping DNN Models to Cloud FPGAs.
FPGA
Yao Chen, Jiong He, Xiaofan Zhang, Cong Hao, Deming Chen
2019 J jnl
Cost-Effective Error Detection Through Mersenne Modulo Shadow Datapaths.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Keith A. Campbell, Chen-Hsuan Lin, Deming Chen
2019 A* conf
Cross-Layer Resilience: Challenges, Insights, and the Road Ahead.
DAC
Eric Cheng, Daniel Mueller-Gritschneder, Jacob A. Abraham, Pradip Bose, Alper Buyuktosunoglu, Deming Chen, Hyungmin Cho, Yanjing Li, Uzair Sharif, Kevin Skadron, Mircea Stan, Ulf Schlichtmann, Subhasish Mitra
2019 J jnl
Editorial: A Message from the New Editor-in-Chief.
ACM Trans. Reconfigurable Technol. Syst.
Deming Chen
2019 A* conf
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
DAC
Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen
2019 J jnl
FPGA/DNN Co-Design: An Efficient Design Methodology for IoT Intelligence on the Edge.
CoRR
Cong Hao, Xiaofan Zhang, Yuhong Li, Sitao Huang, Jinjun Xiong, Kyle Rupnow, Wen-Mei Hwu, Deming Chen
2019 A conf
FPGAs in Supercomputers: Opportunity or Folly?
FPGA
Deming Chen
2019 J jnl
Hybrid Quick Error Detection: Validation and Debug of SoCs Through High-Level Synthesis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Keith A. Campbell, David Lin, Leon He, Liwei Yang, Swathi T. Gurumani, Kyle Rupnow, Subhasish Mitra, Deming Chen
2019 — conf
Implementing neural machine translation with bi-directional GRU and attention mechanism on FPGAs using HLS.
ASP-DAC
Qin Li, Xiaofan Zhang, Jinjun Xiong, Wen-Mei Hwu, Deming Chen
2019 A conf
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving.
ICCAD
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
2019 J jnl
NAIS: Neural Architecture and Implementation Search and its Applications in Autonomous Driving.
CoRR
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
2019 — conf
Near-Memory and In-Storage FPGA Acceleration for Emerging Cognitive Computing Workloads.
ISVLSI
Ashutosh Dhar, Sitao Huang, Jinjun Xiong, Damir A. Jamsek, Bruno Mesnet, Jian Huang, Nam Sung Kim, Wen-mei W. Hwu, Deming Chen
2019 B conf
On-The-Fly Parallel Data Shuffling for Graph Processing on OpenCL-Based FPGAs.
FPL
Xinyu Chen, Ronak Bajaj, Yao Chen, Jiong He, Bingsheng He, Weng-Fai Wong, Deming Chen
2019 J jnl
SkyNet: A Champion Model for DAC-SDC on Low Power Object Detection.
CoRR
Xiaofan Zhang, Cong Hao, Haoming Lu, Jiachen Li, Yuhong Li, Yuchen Fan, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-Mei Hwu, Deming Chen
2019 J jnl
SkyNet: a Hardware-Efficient Method for Object Detection and Tracking on Embedded Systems.
CoRR
Xiaofan Zhang, Haoming Lu, Cong Hao, Jiachen Li, Bowen Cheng, Yuhong Li, Kyle Rupnow, Jinjun Xiong, Thomas S. Huang, Honghui Shi, Wen-mei W. Hwu, Deming Chen
2019 — conf
T-DLA: An Open-source Deep Learning Accelerator for Ternarized DNN Models on Embedded FPGA.
ISVLSI
Yao Chen, Kai Zhang, Cheng Gong, Cong Hao, Xiaofan Zhang, Tao Li, Deming Chen
2019 Misc conf
When CTC Training Meets Acoustic Landmarks.
ICASSP
Di He, Xuesong Yang, Boon Pang Lim, Yi Liang, Mark Hasegawa-Johnson, Deming Chen
2019 B conf
µL2Q: An Ultra-Low Loss Quantization Method for DNN Compression.
IJCNN
Cheng Gong, Tao Li, Ye Lu, Cong Hao, Xiaofan Zhang, Deming Chen, Yao Chen
2018 J jnl
ASAP: Accelerated Short-Read Alignment on Programmable Hardware.
CoRR
Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Zbigniew T. Kalbarczyk, Deming Chen, Steven S. Lumetta, Ravishankar K. Iyer
2018 Misc conf
AccDNN: An IP-Based DNN Generator for FPGAs.
FCCM
Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2018 A* conf
Application-Transparent Near-Memory Processing Architecture with Memory Channel Network.
MICRO
Mohammad Alian, Seungwon Min, Hadi Asgharimoghaddam, Ashutosh Dhar, Dong Kai Wang, Thomas Roewer, Adam J. McPadden, Oliver O'Halloran, Deming Chen, Jinjun Xiong, Daehoon Kim, Wen-mei W. Hwu, Nam Sung Kim
2018 J jnl
C-Mine: Data Mining of Logic Common Cases for Improved Timing Error Resilience with Energy Efficiency.
ACM Trans. Design Autom. Electr. Syst.
Chen-Hsuan Lin, Lu Wan, Deming Chen
2018 A* conf
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes.
CVPR
Yuhong Li, Xiaofan Zhang, Deming Chen
2018 J jnl
CSRNet: Dilated Convolutional Neural Networks for Understanding the Highly Congested Scenes.
CoRR
Yuhong Li, Xiaofan Zhang, Deming Chen
2018 J jnl
Compact Modeling to Device- and Circuit-Level Evaluation of Flexible TMD Field-Effect Transistors.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Morteza Gholipour, Ying-Yu Chen, Deming Chen
2018 A conf
DNNBuilder: an automated tool for building high-performance DNN hardware accelerators for FPGAs.
ICCAD
Xiaofan Zhang, Junsong Wang, Chao Zhu, Yonghua Lin, Jinjun Xiong, Wen-mei W. Hwu, Deming Chen
2018 — conf
Deep Learning for Better Variant Calling for Cancer Diagnosis and Treatment.
ASP-DAC
Anand Ramachandran, Huiren Li, Eric W. Klee, Steven S. Lumetta, Deming Chen
2018 B conf
Design Flow of Accelerating Hybrid Extremely Low Bit-Width Neural Network in Embedded FPGA.
FPL
Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen
2018 J jnl
Design Flow of Accelerating Hybrid Extremely Low Bit-width Neural Network in Embedded FPGA.
CoRR
Junsong Wang, Qiuwen Lou, Xiaofan Zhang, Chao Zhu, Yonghua Lin, Deming Chen
2018 — conf
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
ACM Great Lakes Symposium on VLSI
Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen
2018 J jnl
Face Recognition with Hybrid Efficient Convolution Algorithms on FPGAs.
CoRR
Chuanhao Zhuge, Xinheng Liu, Xiaofan Zhang, Sudeep Gummadi, Jinjun Xiong, Deming Chen
2018 — conf
GPU Acceleration of Advanced k-mer Counting for Computational Genomics.
ASAP
Huiren Li, Anand Ramachandran, Deming Chen
2018 J jnl
Improved ASR for Under-Resourced Languages Through Multi-Task Learning with Acoustic Landmarks.
CoRR
Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen
2018 A conf
Improved ASR for Under-resourced Languages through Multi-task Learning with Acoustic Landmarks.
INTERSPEECH
Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen
2018 J jnl
Introduction to the Special Section on Deep Learning in FPGAs.
ACM Trans. Reconfigurable Technol. Syst.
Deming Chen, Andrew Putnam, Steven J. E. Wilton
2018 — conf
Low-cost hardware architectures for mersenne modulo functional units.
ASP-DAC
Keith A. Campbell, Chen-Hsuan Lin, Deming Chen
2018 — ed.
Proceedings of the 2018 on Great Lakes Symposium on VLSI, GLSVLSI 2018, Chicago, IL, USA, May 23-25, 2018
ACM Great Lakes Symposium on VLSI
Deming Chen, Houman Homayoun, Baris Taskin
2018 — conf
Resource and data optimization for hardware implementation of deep neural networks targeting FPGA-based edge devices.
SLIP@DAC
Xinheng Liu, Dae Hee Kim, Chang Wu, Deming Chen
2018 — conf
The Sixth Visual Object Tracking VOT2018 Challenge Results.
ECCV Workshops (1)
Matej Kristan, Ales Leonardis, Jiri Matas, Michael Felsberg, Roman P. Pflugfelder, Luka Cehovin Zajc, Tomás Vojír, Goutam Bhat, Alan Lukezic, Abdelrahman Eldesokey, Gustavo Fernández, Álvaro García-Martín, Álvaro Iglesias-Arias, A. Aydin Alatan, Abel González-García, Alfredo Petrosino, Alireza Memarmoghadam, Andrea Vedaldi, Andrej Muhic, Anfeng He, Arnold W. M. Smeulders, Asanka G. Perera, Bo Li, Boyu Chen, Changick Kim, Changsheng Xu, Changzhen Xiong, Cheng Tian, Chong Luo, Chong Sun, Cong Hao, Daijin Kim, Deepak Mishra, Deming Chen, Dong Wang, Dongyoon Wee, Efstratios Gavves, Erhan Gundogdu, Erik Velasco-Salido, Fahad Shahbaz Khan, Fan Yang, Fei Zhao, Feng Li, Francesco Battistone, George De Ath, Gorthi R. K. Sai Subrahmanyam, Guilherme Sousa Bastos, Haibin Ling, Hamed Kiani Galoogahi, Hankyeol Lee, Haojie Li, Haojie Zhao, Heng Fan, Honggang Zhang, Horst Possegger, Houqiang Li, Huchuan Lu, Hui Zhi, Huiyun Li, Hyemin Lee, Hyung Jin Chang, Isabela Drummond, Jack Valmadre, Jaime Spencer Martin, Javaan Singh Chahl, Jin Young Choi, Jing Li, Jinqiao Wang, Jinqing Qi, Jinyoung Sung, Joakim Johnander, João F. Henriques, Jongwon Choi, Joost van de Weijer, Jorge Rodríguez Herranz, José M. Martínez, Josef Kittler, Junfei Zhuang, Junyu Gao, Klemen Grm, Lichao Zhang, Lijun Wang, Lingxiao Yang, Litu Rout, Liu Si, Luca Bertinetto, Lutao Chu, Manqiang Che, Mario Edoardo Maresca, Martin Danelljan, Ming-Hsuan Yang, Mohamed H. Abdelpakey, Mohamed Shehata, Myunggu Kang, Namhoon Lee, Ning Wang, Ondrej Miksik, Payman Moallem, Pablo Vicente-Moñivar, Pedro Senna, Peixia Li, Philip H. S. Torr, Priya Mariam Raju, Ruihe Qian, Qiang Wang, Qin Zhou, Qing Guo, Rafael Martin Nieto, Rama Krishna Sai Subrahmanyam Gorthi, Ran Tao, Richard Bowden, Richard M. Everson, Runling Wang, Sangdoo Yun, Seokeon Choi, Sergio Vivas, Shuai Bai, Shuangping Huang, Sihang Wu, Simon Hadfield, Siwen Wang, Stuart Golodetz, Ming Tang, Tianyang Xu, Tianzhu Zhang, Tobias Fischer, Vincenzo Santopietro, Vitomir Struc, Wei Wang, Wangmeng Zuo, Wei Feng, Wei Wu, Wei Zou, Weiming Hu, Wengang Zhou, Wenjun Zeng, Xiaofan Zhang, Xiaohe Wu, Xiao-Jun Wu, Xinmei Tian, Yan Li, Yan Lu, Yee Wei Law, Yi Wu, Yiannis Demiris, Yicai Yang, Yifan Jiao, Yuhong Li, Yunhua Zhang, Yuxuan Sun, Zheng Zhang, Zheng Zhu, Zhenhua Feng, Zhihui Wang, Zhiqun He
2018 — conf
Triangle Counting and Truss Decomposition using FPGA.
HPEC
Sitao Huang, Mohamed El-Hadedy, Cong Hao, Qin Li, Vikram S. Mailthody, Ketan Date, Jinjun Xiong, Deming Chen, Rakesh Nagi, Wen-Mei Hwu
2018 J jnl
When CTC Training Meets Acoustic Landmarks.
CoRR
Di He, Xuesong Yang, Boon Pang Lim, Yi Liang, Mark Hasegawa-Johnson, Deming Chen
2017 A conf
ASAP: Accelerated Short Read Alignment on Programmable Hardware (Abstract Only).
FPGA
Subho S. Banerjee, Mohamed El-Hadedy, Jong Bin Lim, Daniel Chen, Zbigniew T. Kalbarczyk, Deming Chen, Ravishankar K. Iyer
2017 — conf
ASP-DAC 2017 keynote speech I: In memory of Edward J. McCluskey: The next wave of pioneering innovations.
ASP-DAC
Subhasish Mitra, Deming Chen
2017 A* conf
Accurate High-level Modeling and Automated Hardware/Software Co-design for Effective SoC Design Space Exploration.
DAC
Wei Zuo, Louis-Noël Pouchet, Andrey Ayupov, TaeMin Kim, Chung-Wei Lin, Shinichi Shiraishi, Deming Chen
2017 J jnl
Acoustic Landmarks Contain More Information About the Phone String than Other Frames.
CoRR
Di He, Boon Pang Lim, Xuesong Yang, Mark Hasegawa-Johnson, Deming Chen
2017 B conf
Collaborative Computing for Heterogeneous Integrated Systems.
ICPE
Li-Wen Chang, Juan Gómez-Luna, Izzat El Hajj, Sitao Huang, Deming Chen, Wen-mei W. Hwu
2017 C conf
Cross-Layer Resilience in Low-Voltage Digital Systems: Key Insights.
ICCD
Eric Cheng, Jacob A. Abraham, Pradip Bose, Alper Buyuktosunoglu, Keith A. Campbell, Deming Chen, Chen-Yong Cher, Hyungmin Cho, Binh Q. Le, Klas Lilja, Shahrzad Mirkhani, Kevin Skadron, Mircea Stan, Lukasz G. Szafaryn, Christos Vezyrtzis, Subhasish Mitra
2017 Misc conf
Efficient GPGPU Computing with Cross-Core Resource Sharing and Core Reconfiguration.
FCCM
Ashutosh Dhar, Deming Chen
2017 A conf
Hardware Acceleration of the Pair-HMM Algorithm for DNA Variant Calling.
FPGA
Sitao Huang, Gowthami Jayashri Manikandan, Anand Ramachandran, Kyle Rupnow, Wen-mei W. Hwu, Deming Chen
2017 J jnl
Heterogeneous Computing Meets Near-Memory Acceleration and High-Level Synthesis in the Post-Moore Era.
IEEE Micro
Nam Sung Kim, Deming Chen, Jinjun Xiong, Wen-mei W. Hwu
2017 — conf
High-Level Synthesis for side-channel defense.
ASAP
S. T. Choden Konigsmark, Deming Chen, Martin D. F. Wong
2017 B conf
High-performance video content recognition with long-term recurrent convolutional network for FPGA.
FPL
Xiaofan Zhang, Xinheng Liu, Anand Ramachandran, Chuanhao Zhuge, Shibin Tang, Peng Ouyang, Zuofu Cheng, Kyle Rupnow, Deming Chen
2017 A conf
Machine learning on FPGAs to face the IoT revolution.
ICCAD
Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen
2017 A conf
Machine learning on FPGAs to face the IoT revolution.
ICCAD
Xiaofan Zhang, Anand Ramachandran, Chuanhao Zhuge, Di He, Wei Zuo, Zuofu Cheng, Kyle Rupnow, Deming Chen
2017 J jnl
New advances of high-level synthesis for efficient and reliable hardware design.
Integr.
Keith A. Campbell, Wei Zuo, Deming Chen
2017 — ed.
Proceedings of the on Great Lakes Symposium on VLSI 2017, Banff, AB, Canada, May 10-12, 2017
ACM Great Lakes Symposium on VLSI
Laleh Behjat, Jie Han, Miroslav N. Velev, Deming Chen
2017 — conf
Rebooting the Data Access Hierarchy of Computing Systems.
ICRC
Wen-mei W. Hwu, Izzat El Hajj, Simon Garcia De Gonzalo, Carl Pearson, Nam Sung Kim, Deming Chen, Jinjun Xiong, Zehra Sura
2017 A conf
Using Approximated Auditory Roughness as a Pre-Filtering Feature for Human Screaming and Affective Speech AED.
INTERSPEECH
Di He, Zuofu Cheng, Mark Hasegawa-Johnson, Deming Chen
2016 Misc conf
Acceleration of the Pair-HMM Algorithm for DNA Variant Calling.
FCCM
Gowthami Jayashri Manikandan, Sitao Huang, Kyle Rupnow, Wen-mei W. Hwu, Deming Chen
2016 J jnl
An Accurate GPU Performance Model for Effective Control Flow Divergence Optimization.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yun Liang, Muhammad Teguh Satria, Kyle Rupnow, Deming Chen
2016 J jnl
Analytical SPICE-Compatible Model of Schottky-Barrier-Type GNRFETs With Performance Analysis.
IEEE Trans. Very Large Scale Integr. Syst.
Morteza Gholipour, Ying-Yu Chen, Amit Sangai, Nasser Masoumi, Deming Chen
2016 Misc conf
AutoSLIDE: Automatic Source-Level Instrumentation and Debugging for HLS.
FCCM
Liwei Yang, Swathi T. Gurumani, Deming Chen, Kyle Rupnow
2016 A conf
Automated Verification Code Generation in HLS Using Software Execution Traces (Abstract Only).
FPGA
Liwei Yang, Swathi T. Gurumani, Suhaib A. Fahmy, Deming Chen, Kyle Rupnow
2016 J jnl
BLESS 2: accurate, memory-efficient and fast error correction method.
Bioinform.
Yun Heo, Anand Ramachandran, Wen-mei W. Hwu, Jian Ma, Deming Chen
2016 A* conf
Debugging and verifying SoC designs through effective cross-layer hardware-software co-simulation.
DAC
Keith A. Campbell, Leon He, Liwei Yang, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2016 — conf
Designing high-quality hardware on a development effort budget: A study of the current state of high-level synthesis.
ASP-DAC
Zelei Sun, Keith A. Campbell, Wei Zuo, Kyle Rupnow, Swathi T. Gurumani, Frederic Doucet, Deming Chen
2016 J jnl
FCUDA-HB: Hierarchical and Scalable Bus Architecture Generation on FPGAs With the FCUDA Flow.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Ying Chen, Tan Nguyen, Yao Chen, Swathi T. Gurumani, Yun Liang, Kyle Rupnow, Jason Cong, Wen-mei W. Hwu, Deming Chen
2016 J jnl
FCUDA-NoC: A Scalable and Efficient Network-on-Chip Implementation for the CUDA-to-FPGA Flow.
IEEE Trans. Very Large Scale Integr. Syst.
Yao Chen, Swathi T. Gurumani, Yun Liang, Guofeng Li, Donghui Guo, Kyle Rupnow, Deming Chen
2016 A conf
FCUDA-SoC: Platform Integration for Field-Programmable SoC with the CUDA-to-FPGA Compiler.
FPGA
Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2016 — conf
Flexible transition metal dichalcogenide field-effect transistors: A circuit-level simulation study of delay and power under bending, process variation, and scaling.
ASP-DAC
Ying-Yu Chen, Morteza Gholipour, Deming Chen
2016 A conf
High Level Synthesis of Complex Applications: An H.264 Video Decoder.
FPGA
Xinheng Liu, Yao Chen, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2016 A* conf
Information dispersion for trojan defense through high-level synthesis.
DAC
S. T. Choden Konigsmark, Deming Chen, Martin D. F. Wong
2016 J jnl
Introduction.
ACM Trans. Reconfigurable Technol. Syst.
Deming Chen
2016 J jnl
Modeling of Gaussian Network-Based Reconfigurable Network-on-Chip Designs.
IEEE Trans. Computers
Yangbing Wu, Jianfeng Zhao, Deming Chen, Donghui Guo
2016 A conf
Parallel code-specific CPU simulation with dynamic phase convergence modeling for HW/SW co-design.
ICCAD
Warren Kemmerer, Wei Zuo, Deming Chen
2016 J jnl
Platform choices and design demands for IoT platforms: cost, power, and performance tradeoffs.
IET Cyper-Phys. Syst.: Theory & Appl.
Deming Chen, Jason Cong, Swathi T. Gurumani, Wen-mei W. Hwu, Kyle Rupnow, Zhiru Zhang
2016 J jnl
PolyPUF: Physically Secure Self-Divergence.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Sven Tenzing Choden Konigsmark, Deming Chen, Martin D. F. Wong
2016 A ed.
Proceedings of the 2016 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, CA, USA, February 21-23, 2016
FPGA
Deming Chen, Jonathan W. Greene
2016 A conf
Real-time system-level implementation of a telepresence robot using an embedded GPU platform.
DATE
Muhammad Teguh Satria, Swathi T. Gurumani, Wang Zheng, Keng Peng Tee, Augustine Koh, Pan Yu, Kyle Rupnow, Deming Chen
2016 — conf
SoC, NoC and Hierarchical Bus Implementations of Applications on FPGAs Using the FCUDA Flow.
ISVLSI
Tan Nguyen, Yao Chen, Kyle Rupnow, Swathi T. Gurumani, Deming Chen
2015 A conf
A Polyhedral-based SystemC Modeling and Generation Framework for Effective Low-power Design Space Exploration.
ICCAD
Wei Zuo, Warren Kemmerer, Jong Bin Lim, Louis-Noël Pouchet, Andrey Ayupov, TaeMin Kim, Kyungtae Han, Deming Chen
2015 A* conf
A SPICE model of flexible transition metal dichalcogenide field-effect transistors.
DAC
Ying-Yu Chen, Zelei Sun, Deming Chen
2015 A conf
A scalable and high-density FPGA architecture with multi-level phase change memory.
DATE
Chunan Wei, Ashutosh Dhar, Deming Chen
2015 J jnl
An Efficient Compiler Framework for Cache Bypassing on GPUs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Yun Liang, Xiaolong Xie, Guangyu Sun, Deming Chen
2015 — conf
Behavioral-level IP integration in high-level synthesis.
FPT
Liwei Yang, Swathi T. Gurumani, Deming Chen, Kyle Rupnow
2015 C conf
CSL: Coordinated and scalable logic synthesis techniques for effective NBTI reduction.
ICCD
Chen-Hsuan Lin, Subhendu Roy, Chun-Yao Wang, David Z. Pan, Deming Chen
2015 A conf
DA Vision 2015: From Here to Eternity.
ICCAD
Miodrag Potkonjak, Deming Chen, Priyank Kalla, Steven P. Levitan
2015 J jnl
Efficient GPU Spatial-Temporal Multitasking.
IEEE Trans. Parallel Distributed Syst.
Yun Liang, Huynh Phung Huynh, Kyle Rupnow, Rick Siow Mong Goh, Deming Chen
2015 A conf
FPGA accelerated DNA error correction.
DATE
Anand Ramachandran, Yun Heo, Wen-mei W. Hwu, Jian Ma, Deming Chen
2015 J jnl
High-level Synthesis for Low-power Design.
IPSJ Trans. Syst. LSI Des. Methodol.
Zhiru Zhang, Deming Chen, Steve Dai, Keith A. Campbell
2015 A* conf
High-level synthesis of error detecting cores through low-cost modulo-3 shadow datapaths.
DAC
Keith A. Campbell, Pranay Vissa, David Z. Pan, Deming Chen
2015 A* conf
Hybrid quick error detection (H-QED): accelerator validation and debug using high-level synthesis principles.
DAC
Keith A. Campbell, David Lin, Subhasish Mitra, Deming Chen
2015 — conf
JIT trace-based verification for high-level synthesis.
FPT
Liwei Yang, Magzhan Ikram, Swathi T. Gurumani, Suhaib A. Fahmy, Deming Chen, Kyle Rupnow
2015 A ed.
Proceedings of the 2015 ACM/SIGDA International Symposium on Field-Programmable Gate Arrays, Monterey, CA, USA, February 22-24, 2015
FPGA
George A. Constantinides, Deming Chen
2015 — conf
System-level design solutions: Enabling the IoT explosion.
ASICON
Liwei Yang, Yao Chen, Wei Zuo, Tan Nguyen, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2014 B conf
A hardware architecture to deploy complex multiprocessor scheduling algorithms.
RTCSA
Renato Mancuso, Prakalp Srivastava, Deming Chen, Marco Caccamo
2014 — conf
Analysis of System Reliability for Cache Coherence Scheme in Multi-processor.
SERE (Companion)
Sizhao Li, Shan Lin, Deming Chen, W. Eric Wong, Donghui Guo
2014 J jnl
BLESS: Bloom filter-based error correction solution for high-throughput sequencing reads.
Bioinform.
Yun Heo, Xiaolong Wu, Deming Chen, Jian Ma, Wen-mei W. Hwu
2014 A* conf
C-Mine: Data Mining of Logic Common Cases for Low Power Synthesis of Better-Than-Worst-Case Designs.
DAC
Chen-Hsuan Lin, Lu Wan, Deming Chen
2014 — conf
CNPUF: A Carbon Nanotube-based Physically Unclonable Function for secure low-energy hardware design.
ASP-DAC
S. T. Choden Konigsmark, Leslie Hwang, Deming Chen, Martin D. F. Wong
2014 A* conf
ClusRed: Clustering and Network Reduction Based Probabilistic Optimal Power Flow Analysis for Large-Scale Smart Grids.
DAC
Yi Liang, Deming Chen
2014 A conf
Fast and effective placement and routing directed high-level synthesis for FPGAs.
FPGA
Hongbin Zheng, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2014 — conf
Fast large-scale optimal power flow analysis for smart grid through network reduction.
ASP-DAC
Yi Liang, Deming Chen
2014 J jnl
High-Level Synthesis With Behavioral-Level Multicycle Path Analysis.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Hongbin Zheng, Swathi T. Gurumani, Liwei Yang, Deming Chen, Kyle Rupnow
2014 A conf
Highly accurate SPICE-compatible modeling for single- and double-gate GNRFETs with studies on technology scaling.
DATE
Morteza Gholipour, Ying-Yu Chen, Amit Sangai, Deming Chen
2014 J jnl
Hybrid circuit-switched network for on-chip communication in large-scale chip-multiprocessors.
J. Parallel Distributed Comput.
Hongyin Luo, Shaojun Wei, Deming Chen, Donghui Guo
2014 Misc conf
Integrated CUDA-to-FPGA Synthesis with Network-on-Chip.
FCCM
Swathi T. Gurumani, Jacob Tolar, Yao Chen, Yun Liang, Kyle Rupnow, Deming Chen
2014 — conf
New solutions for system-level and high-level synthesis (Invited paper).
ISIC
Wei Zuo, Hongbin Zheng, Swathi T. Gurumani, Kyle Rupnow, Deming Chen
2014 Misc conf
System-of-PUFs: Multilevel security for embedded systems.
CODES+ISSS
S. T. Choden Konigsmark, Leslie K. Hwang, Deming Chen, Martin D. F. Wong
2014 A conf
Transformations for throughput optimization in high-level synthesis (abstract only).
FPGA
Peng Li, Louis-Noël Pouchet, Deming Chen, Jason Cong
2013 A conf
A SPICE-compatible model of graphene nano-ribbon field-effect transistors enabling circuit-level delay and power analysis under process variation.
DATE
Ying-Yu Chen, Artem Rogachev, Amit Sangai, Giuseppe Iannaccone, Gianluca Fiori, Deming Chen
2013 J jnl
A routing algorithm for graphene nanoribbon circuit.
ACM Trans. Design Autom. Electr. Syst.
Tan Yan, Qiang Ma, Scott Chilstedt, Martin D. F. Wong, Deming Chen
2013 A conf
An efficient compiler framework for cache bypassing on GPUs.
ICCAD
Xiaolong Xie, Yun Liang, Guangyu Sun, Deming Chen
2013 J jnl
Efficient compilation of CUDA kernels for high-performance computing on FPGAs.
ACM Trans. Embed. Comput. Syst.
Alexandros Papakonstantinou, Karthik Gururaj, John A. Stratton, Deming Chen, Jason Cong, Wen-mei W. Hwu
2013 A conf
Graphene nano-ribbon field-effect transistors as future low-power devices.
ISLPED
Ying-Yu Chen, Amit Sangai, Morteza Gholipour, Deming Chen
2013 — conf
High-level synthesis of multiple dependent CUDA kernels on FPGA.
ASP-DAC
Swathi T. Gurumani, Hisham Cholakkal, Yun Liang, Kyle Rupnow, Deming Chen
2013 B conf
High-level synthesis with behavioral level multi-cycle path analysis.
FPL
Hongbin Zheng, Swathi T. Gurumani, Liwei Yang, Deming Chen, Kyle Rupnow
2013 A conf
Improving high level synthesis optimization opportunity through polyhedral transformations.
FPGA
Wei Zuo, Yun Liang, Peng Li, Kyle Rupnow, Deming Chen, Jason Cong
2013 Misc conf
Improving polyhedral code generation for high-level synthesis.
CODES+ISSS
Wei Zuo, Peng Li, Deming Chen, Louis-Noël Pouchet, Shunan Zhong, Jason Cong
2013 — conf
Optimizations in GPU: Smart compilers and core-level reconfiguration.
SLIP
Deming Chen
2013 — conf
Register and thread structure optimization for GPUs.
ASP-DAC
Yun Liang, Zheng Cui, Kyle Rupnow, Deming Chen
2013 — conf
Schottky-barrier-type Graphene Nano-Ribbon Field-Effect Transistors: A study on compact modeling, process variation, and circuit performance.
NANOARCH
Ying-Yu Chen, Amit Sangai, Morteza Gholipour, Deming Chen
2013 A* conf
Throughput-oriented kernel porting onto FPGAs.
DAC
Alexandros Papakonstantinou, Deming Chen, Wen-mei W. Hwu, Jason Cong, Yun Liang
2012 J jnl
A Coarse-Grained Reconfigurable Architecture with Compilation for High Performance.
Int. J. Reconfigurable Comput.
Lu Wan, Chen Dong, Deming Chen
2012 A conf
An Accurate GPU Performance Model for Effective Control Flow Divergence Optimization.
IPDPS
Zheng Cui, Yun Liang, Kyle Rupnow, Deming Chen
2012 J jnl
Analysis of Digital Circuit Dynamic Behavior With Timed Ternary Decision Diagrams for Better-Than-Worst-Case Design.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lu Wan, Deming Chen
2012 A conf
CCP: common case promotion for improved timing error resilience with energy efficiency.
ISLPED
Lu Wan, Deming Chen
2012 J jnl
ESL Design Methodology.
J. Electr. Comput. Eng.
Deming Chen, Kiyoung Choi, Philippe Coussy, Yuan Xie, Zhiru Zhang
2012 J jnl
High-Level Synthesis: Productivity, Performance, and Software Constraints.
J. Electr. Comput. Eng.
Yun Liang, Kyle Rupnow, Yinan Li, Dongbo Min, Minh N. Do, Deming Chen
2012 — conf
Improving broadcast efficiency in wireless sensor network time synchronization protocols.
SLIP
Wenxun Huang, Yujuan Quan, Deming Chen
2012 A conf
Real-time implementation and performance optimization of 3D sound localization on GPUs.
DATE
Yun Liang, Zheng Cui, Shengkui Zhao, Kyle Rupnow, Yihao Zhang, Douglas L. Jones, Deming Chen
2012 J jnl
TIGER: tiled iterative genome assembler.
BMC Bioinform.
Xiaolong Wu, Yun Heo, Izzat El Hajj, Wen-mei W. Hwu, Deming Chen, Jian Ma
2011 — ed.
2011 International Workshop on System Level Interconnect Prediction, SLIP 2011, San Diego, CA, USA, June 5, 2011
SLIP
Janet Meiling Wang, Deming Chen
2011 — conf
A study of high-level synthesis: Promises and challenges.
ASICON
Kyle Rupnow, Yun Liang, Yinan Li, Deming Chen
2011 — conf
Architecture and performance evaluation of 3D CMOS-NEM FPGA.
SLIP
Chen Dong, Chen Chen, Subhasish Mitra, Deming Chen
2011 — conf
High level synthesis of stereo matching: Productivity, performance, and software constraints.
FPT
Kyle Rupnow, Yun Liang, Yinan Li, Dongbo Min, Minh N. Do, Deming Chen
2011 Misc conf
Multilevel Granularity Parallelism Synthesis on FPGAs.
FCCM
Alexandros Papakonstantinou, Yun Liang, John A. Stratton, Karthik Gururaj, Deming Chen, Wen-mei W. Hwu, Jason Cong
2011 — conf
Routing with graphene nanoribbons.
ASP-DAC
Tan Yan, Qiang Ma, Scott Chilstedt, Martin D. F. Wong, Deming Chen
2011 — conf
SETmap: A soft error tolerant mapping algorithm for FPGA designs with low power.
ASP-DAC
Chi-Chen Peng, Chen Dong, Deming Chen
2011 A conf
Temperature aware statistical static timing analysis.
ICCAD
Artem Rogachev, Lu Wan, Deming Chen
2010 J jnl
A Routing Approach to Reduce Glitches in Low Power FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Quang Dinh, Deming Chen, Martin D. F. Wong
2010 J jnl
A Workload-Adaptive and Reconfigurable Bus Architecture for Multicore Processors.
Int. J. Reconfigurable Comput.
Shoaib Akram, Alexandros Papakonstantinou, Rakesh Kumar, Deming Chen
2010 A conf
Analysis of circuit dynamic behavior with timed ternary decision diagram.
ICCAD
Lu Wan, Deming Chen
2010 C conf
BDD-based circuit restructuring for reducing dynamic power.
ICCD
Quang Dinh, Deming Chen, Martin D. F. Wong
2010 A* conf
Clock tree synthesis under aggressive buffer insertion.
DAC
Ying-Yu Chen, Chen Dong, Deming Chen
2010 — conf
Dynamic power estimation for deep submicron circuits with process variation.
ASP-DAC
Quang Dinh, Deming Chen, Martin D. F. Wong
2010 J jnl
LOPASS: A Low-Power Architectural Synthesis System for FPGAs With Interconnect Estimation and Optimization.
IEEE Trans. Very Large Scale Integr. Syst.
Deming Chen, Jason Cong, Yiping Fan, Lu Wan
2010 J jnl
Technology Mapping and Clustering for FPGA Architectures With Dual Supply Voltages.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Deming Chen, Jason Cong, Chen Dong, Lei He, Fei Li, Chi-Chen Peng
2010 J jnl
Variation-Aware Placement With Multi-Cycle Statistical Timing Analysis for FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Gregory Lucas, Chen Dong, Deming Chen
2010 A conf
Variation-aware layout-driven scheduling for performance yield optimization.
ICCAD
Gregory Lucas, Deming Chen
2010 A conf
Variation-aware placement for FPGAs with multi-cycle statistical timing analysis.
FPGA
Gregory Lucas, Chen Dong, Deming Chen
2009 J jnl
A Fast Digital Predistortion Algorithm for Radio-Frequency Power Amplifier Linearization With Loop Delay Compensation.
IEEE J. Sel. Top. Signal Process.
Hao Li, Dae Hyun Kwon, Deming Chen, Yun Chiu
2009 C conf
A novel SoC architecture on FPGA for ultra fast face detection.
ICCD
Chun He, Alexandros Papakonstantinou, Deming Chen
2009 — conf
A routing approach to reduce glitches in low power FPGAs.
ISPD
Quang Dinh, Deming Chen, Martin D. F. Wong
2009 J jnl
An Optimal Resource Binding Algorithm with Inter-Transition Switching Activities for Low Power.
J. Low Power Electron.
Deming Chen, Scott Cromar
2009 A* conf
Blueshift: Designing processors for timing speculation from the ground up.
HPCA
Brian Greskamp, Lu Wan, Ulya R. Karpuzcu, Jeffrey J. Cook, Josep Torrellas, Deming Chen, Craig B. Zilles
2009 A conf
CMOS vs Nano: comrades or rivals?
FPGA
Deming Chen, Russell Tessier, Kaustav Banerjee, Mojy C. Chian, André DeHon, Shinobu Fujita, James Hutchby, Steve Trimberger
2009 — ch.
Design Automation for Microelectronics.
Handbook of Automation
Deming Chen
2009 J jnl
Design and Evaluation of a Carbon Nanotube-Based Programmable Architecture.
Int. J. Parallel Program.
Scott Chilstedt, Chen Dong, Deming Chen
2009 A conf
DynaTune: Circuit-level optimization for timing speculation considering dynamic path behavior.
ICCAD
Lu Wan, Deming Chen
2009 — conf
FCUDA: Enabling efficient compilation of CUDA kernels onto FPGAs.
SASP
Alexandros Papakonstantinou, Karthik Gururaj, John A. Stratton, Deming Chen, Jason Cong, Wen-mei W. Hwu
2009 A conf
FPCNA: a field programmable carbon nanotube array.
FPGA
Chen Dong, Scott Chilstedt, Deming Chen
2009 A* conf
FPGA-targeted high-level binding algorithm for power and area reduction with glitch-estimation.
DAC
Scott Cromar, Jaeho Lee, Deming Chen
2009 — conf
FastYield: variation-aware, layout-driven simultaneous binding and module selection for performance yield optimization.
ASP-DAC
Gregory Lucas, Scott Cromar, Deming Chen
2009 A conf
High-performance CUDA kernel execution on FPGAs.
ICS
Alexandros Papakonstantinou, Karthik Gururaj, John A. Stratton, Deming Chen, Jason Cong, Wen-mei W. Hwu
2009 A conf
Reconfigurable circuit design with nanomaterials.
DATE
Chen Dong, Scott Chilstedt, Deming Chen
2009 — conf
Variation Aware Routing for Three-Dimensional FPGAs.
ISVLSI
Chen Dong, Scott Chilstedt, Deming Chen
2009 — conf
Workload adaptive shared memory multicore processors with reconfigurable interconnects.
SASP
Shoaib Akram, Rakesh Kumar, Deming Chen
2008 J jnl
A fast simultaneous input vector generation and gate replacement algorithm for leakage power reduction.
ACM Trans. Design Autom. Electr. Syst.
Lei Cheng, Deming Chen, Martin D. F. Wong
2008 — conf
Application Acceleration with the Explicitly Parallel Operations System - the EPOS Processor.
SASP
Alexandros Papakonstantinou, Deming Chen, Wen-mei W. Hwu
2008 J jnl
DDBDD: Delay-Driven BDD Synthesis for FPGAs.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Lei Cheng, Deming Chen, Martin D. F. Wong
2008 A conf
Efficient ASIP design for configurable processors with fine-grained resource sharing.
FPGA
Quang Dinh, Deming Chen, Martin D. F. Wong
2008 — conf
VEBoC: Variation and error-aware design for billions of devices on a chip.
ASP-DAC
Shoaib Akram, Scott Cromar, Gregory Lucas, Alexandros Papakonstantinou, Deming Chen
2007 J jnl
3-D nFPGA: A Reconfigurable Architecture for 3-D CMOS/Nanomaterial Hybrid Digital Circuits.
IEEE Trans. Circuits Syst. I Regul. Pap.
Chen Dong, Deming Chen, S. Haruehanroengra, Wei Wang
2007 A* conf
DDBDD: Delay-Driven BDD Synthesis for FPGAs.
DAC
Lei Cheng, Deming Chen, Martin D. F. Wong
2007 A* conf
GlitchMap: An FPGA Technology Mapper for Low Power Considering Glitches.
DAC
Lei Cheng, Deming Chen, Martin D. F. Wong
2007 — conf
High-Level Power Estimation and Low-Power Design Space Exploration for FPGAs.
ASP-DAC
Deming Chen, Jason Cong, Yiping Fan, Zhiru Zhang
2007 A conf
Performance and power evaluation of a 3D CMOS/nanomaterial reconfigurable architecture.
ICCAD
Chen Dong, Deming Chen, Sansiri Tanachutiwat, Wei Wang
2007 A conf
Timing constraint-driven technology mapping for FPGAs considering false paths and multi-clock domains.
ICCAD
Lei Cheng, Deming Chen, Martin D. F. Wong, Mike Hutton, Jason Govig
2006 A* conf
A fast simultaneous input vector generation and gate replacement algorithm for leakage power reduction.
DAC
Lei Cheng, Liang Deng, Deming Chen, Martin D. F. Wong
2006 J jnl
FPGA Design Automation: A Survey.
Found. Trends Electron. Des. Autom.
Deming Chen, Jason Cong, Peichen Pan
2006 A* conf
Optimal simultaneous mapping and clustering for FPGA delay optimization.
DAC
Joey Y. Lin, Deming Chen, Jason Cong
2006 J jnl
Optimal simultaneous module and multivoltage assignment for low power.
ACM Trans. Design Autom. Electr. Syst.
Deming Chen, Jason Cong, Junjuan Xu
2006 A* conf
Optimality study of resource binding with multi-Vdds.
DAC
Deming Chen, Jason Cong, Yiping Fan, Junjuan Xu
2005 — conf
Optimal module and voltage assignment for low-power.
ASP-DAC
Deming Chen, Jason Cong, Junjuan Xu
2005 J jnl
Power modeling and characteristics of field programmable gate arrays.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Fei Li, Yizhou Lin, Lei He, Deming Chen, Jason Cong
2005 C conf
Research of double loop optical fiber self-cicatrized network based on Neuron3150.
ISADS
Ren Wang, Deming Chen, Qingquan Qian
2004 A conf
DAOmap: a depth-optimal area optimization mapping algorithm for FPGA designs.
ICCAD
Deming Chen, Jason Cong
2004 A conf
Delay optimal low-power circuit clustering for FPGAs with dual supply voltages.
ISLPED
Deming Chen, Jason Cong
2004 A conf
Low-power technology mapping for FPGA architectures with dual supply voltages.
FPGA
Deming Chen, Jason Cong, Fei Li, Lei He
2004 — conf
Register binding and port assignment for multiplexer optimization.
ASP-DAC
Deming Chen, Jason Cong
2003 A conf
Architecture evaluation for power-efficient FPGAs.
FPGA
Fei Li, Deming Chen, Lei He, Jason Cong
2003 A conf
Low-power high-level synthesis for FPGA architectures.
ISLPED
Deming Chen, Jason Cong, Yiping Fan
2003 J jnl
Performance-driven mapping for CPLD architectures.
IEEE Trans. Comput. Aided Des. Integr. Circuits Syst.
Deming Chen, Jason Cong, Milos D. Ercegovac, Zhijun Huang
2001 A conf
Performance-driven mapping for CPLD architectures.
FPGA
Deming Chen, Jason Cong, Milos D. Ercegovac, Zhijun Huang