Jason Cong

1. HMT: Hierarchical Memory Transformer for Efficient Long Context Language Processing
   2024/05/09 by Zifan He, Yingqi Cao, He, Zifan +9 · 2 voices · 8 citations
   Computer Science · #Topic Modeling #Natural Language Processing Techniques
2. 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
3. Atomique: A Quantum Compiler for Reconfigurable Neutral Atom Arrays
   2023/11/25 by Hanrui Wang, Pengyu Liu, Wang, Hanrui +15 · 14 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)
4. Q-Pilot: Field Programmable Qubit Array Compilation with Flying Ancillas
   2023/11/26 by Hanrui Wang, Wang, Hanrui, Daniel Bochen Tan +11 · 10 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)
5. 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
6. CHARM: Composing Heterogeneous Accelerators for Matrix Multiply on Versal ACAP Architecture
   2023/01/06 by Jinming Zhuang, Jason Lau, Zhuang, Jinming +23 · 7 citations
   Computer Science · #Parallel Computing and Optimization Techniques #Network Packet Processing and Optimization #Algorithms and Data Compression
7. Reuse-Aware Compilation for Zoned Quantum Architectures Based on Neutral Atoms
   2024/11/18 by Wan-Hsuan Lin, Lin, Wan-Hsuan, Daniel Bochen Tan +3 · 11 citations
   Computer Science · Physics and Astronomy · #Quantum Computing Algorithms and Architecture #Cold Atom Physics and Bose-Einstein Condensates #Quantum Information and Cryptography
8. 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)
9. Democratizing Domain-Specific Computing
   2022/09/07 by Yuze Chi, Weikang Qiao, Chi, Yuze +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)
10. Cross-Modality Program Representation Learning for Electronic Design Automation with High-Level Synthesis
    2024/06/13 by Zongyue Qin, Yunsheng Bai, Qin, Zongyue +10 · 5 citations
    Engineering · Materials Science · Computer Science · #Manufacturing Process and Optimization #Machine Learning in Materials Science #Model-Driven Software Engineering Techniques
11. Efficient Task Transfer for HLS DSE
    2024/08/16 by Zijian Ding, Ding, Zijian, Atefeh Sohrabizadeh +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)
12. Domain-Specific Quantum Architecture Optimization
    2022/07/29 by Wan-Hsuan Lin, Lin, Wan-Hsuan, Daniel Bochen Tan +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)
13. Revisiting FPGA Acceleration of Molecular Dynamics Simulation with Dynamic Data Flow Behavior in High-Level Synthesis
    2016/11/11 by Jason Cong, Zhenman Fang, Cong, Jason +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
14. Routing-Aware Placement for Zoned Neutral Atom-based Quantum Computing
    2025/05/28 by Yannick Stade, Wan-Hsuan Lin, Stade, Yannick +5 · 4 citations
    Computer Science · #Cloud Computing and Resource Management #Emerging Technologies (cs.ET) #FOS: Computer and information sciences #FOS: Physical sciences #Quantum Computing Algorithms and Architecture #Quantum Information and Cryptography #Quantum Physics (quant-ph)
15. 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
16. 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
17. 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
18. Strategic Plan for Neutral Atom Quantum Computation
    2026/07/23 by Adrian J. Menssen, Tout Wang, Michael Gullans +54 · 2 citations
    Physics and Astronomy · #quant-ph #physics.atom-ph #physics.optics
19. SeDeM: Selective Decompression of Hidden-State Memories for Long-Context Question Answering
    2026/07/31 by Maryam Haghifam, Jason Cong, Yizhou Sun
    Computer Science · #cs.CL