Cong, Jason
- HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
2024/05/09 by Zifan He, Yingqi Cao, He, Zifan +9 · 2 voices · 7 citations
Computer Science · #Topic Modeling #Natural Language Processing Techniques
- AutoDSE: Enabling Software Programmers to Design Efficient FPGA Accelerators
2020/09/30 by Atefeh Sohrabizadeh, Cody Hao Yu, Sohrabizadeh, Atefeh +5 · 10 citations
Computer Science · Engineering · #Embedded Systems Design Techniques #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL) #VLSI and FPGA Design Techniques
- Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays
2023/11/25 by Hanrui Wang, Pengyu Liu, Wang, Hanrui +15 · 10 citations
Computer Science · Engineering · #Advanced Memory and Neural Computing #Distributed #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph) #Quantum-Dot Cellular Automata #and Cluster Computing (cs.DC)
- TENET: A Framework for Modeling Tensor Dataflow Based on Relation-centric Notation
2021/05/05 by Liqiang Lu, Naiqing Guan, Lu, Liqiang +13 · 5 citations
Computer Science · Mathematics · #Parallel Computing and Optimization Techniques #Embedded Systems Design Techniques #Tensor decomposition and applications
- CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture
2023/01/06 by Jinming Zhuang, Zhuang, Jinming, Jason Lau +23 · 7 citations
Computer Science · #Parallel Computing and Optimization Techniques #Network Packet Processing and Optimization #Algorithms and Data Compression
- Q-Pilot: Field Programmable Qubit Array Compilation with Flying Ancillas
2023/11/26 by Hanrui Wang, Daniel Bochen Tan, Wang, Hanrui +11 · 7 citations
Computer Science · Engineering · #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Parallel Computing and Optimization Techniques #Quantum Computing Algorithms and Architecture #Quantum Physics (quant-ph)
- Sextans: A Streaming Accelerator for General-Purpose Sparse-Matrix Dense-Matrix Multiplication
2021/09/22 by Song, Linghao, Chi, Yuze, Sohrabizadeh, Atefeh +3 · 3 citations
#Distributed #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel #and Cluster Computing (cs.DC)
- A Survey on Graph Neural Network Acceleration: Algorithms, Systems, and Customized Hardware
2023/06/24 by Shichang Zhang, Zhang, Shichang, Atefeh Sohrabizadeh +15 · 4 citations
Computer Science · Materials Science · #Advanced Graph Neural Networks #Distributed #FOS: Computer and information sciences #Graph Theory and Algorithms #Hardware Architecture (cs.AR) #Machine Learning (cs.LG) #Machine Learning in Materials Science #Parallel #and Cluster Computing (cs.DC)
- Democratizing Domain-Specific Computing
2022/09/07 by Yuze Chi, Chi, Yuze, Weikang Qiao +7 · 3 citations
Computer Science · #Advanced Data Storage Technologies #Cloud Computing and Resource Management #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #Programming Languages (cs.PL)
- Reuse-Aware Compilation for Zoned Quantum Architectures Based on Neutral Atoms
2024/11/18 by Wan-Hsuan Lin, Daniel Bochen Tan, Lin, Wan-Hsuan +3 · 8 citations
Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Cold Atom Physics and Bose-Einstein Condensates #Quantum Information and Cryptography
- Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis
2024/06/13 by Zongyue Qin, Qin, Zongyue, Yunsheng Bai +10 · 5 citations
Engineering · Materials Science · Computer Science · #Manufacturing Process and Optimization #Machine Learning in Materials Science #Model-Driven Software Engineering Techniques
- Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis
2024/10/25 by Li, Weikai, Wang, Ding, Ding, Zijian +4 · 5 citations
#Artificial Intelligence (cs.AI) #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- Search for Optimal Systolic Arrays: A Comprehensive Automated Exploration Framework and Lessons Learned
2021/11/28 by Wang, Jie, Cong, Jason · 2 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Reconfigurable Stream Network Architecture
2024/11/27 by Wang, Chengyue, Zhang, Xiaofan, Cong, Jason +1 · 3 citations
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)
- Efficient Task Transfer for HLS DSE
2024/08/16 by Zijian Ding, Atefeh Sohrabizadeh, Ding, Zijian +9 · 3 citations
Computer Science · #Artificial Intelligence (cs.AI) #Distributed and Parallel Computing Systems #FOS: Computer and information sciences #Hardware Architecture (cs.AR) #Machine Learning (cs.LG)
- Domain-Specific Quantum Architecture Optimization
2022/07/29 by Wan-Hsuan Lin, Daniel Bochen Tan, Lin, Wan-Hsuan +7 · 1 citation
Computer Science · Engineering · #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Low-power high-performance VLSI design #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
- Revisiting FPGA Acceleration of Molecular Dynamics Simulation with Dynamic Data Flow Behavior in High-Level Synthesis
2016/11/11 by Jason Cong, Cong, Jason, Zhenman Fang +5 · 1 citation
Computer Science · #Atomic Physics (physics.atom-ph) #Computational Physics (physics.comp-ph) #Embedded Systems Design Techniques #FOS: Computer and information sciences #FOS: Physical sciences #Hardware Architecture (cs.AR) #Parallel Computing and Optimization Techniques #VLSI and Analog Circuit Testing
- Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference
2024/09/25 by Zongyue Qin, Qin, Zongyue, Zifan He +7 · 2 citations
Computer Science · #Algorithms and Data Compression #Artificial Intelligence (cs.AI) #FOS: Computer and information sciences
- Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review
2024/09/10 by Neha Prakriya, Prakriya, Neha, Cho‐Jui Hsieh +4 · 1 citation
Computer Science · #Natural Language Processing Techniques
- LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning
2025/04/29 by Neha Prakriya, Zijian Ding, Prakriya, Neha +5 · 4 citations
Computer Science · Engineering · #Embedded Systems Design Techniques #Parallel Computing and Optimization Techniques #VLSI and FPGA Design Techniques
- Holistic Optimization Framework for FPGA Accelerators
2025/01/16 by Pouget, Stéphane, Lo, Michael, Pouchet, Louis-Noël +1 · 1 citation
#FOS: Computer and information sciences #Hardware Architecture (cs.AR)