JC
Jason Cong
cs.ARquant-phcs.LGcs.AIcs.DCcs.ETcs.CLcs.PFcs.PLneuroscience
On Valency
published · living versionsW_zfqunez4·v1 · currentpublished
Where the Error Lives: Spectral Representations of Learned Kohn-Sham Hamiltonians
with Fang Sun, Hekai Cheng, Ruoyan Li, Yuanzhou Chen +2
1 version
W_m35fz3fb·v1published
Preprints & journals
108 papers in the corpus · 2013–2026Learnable Low-Rank Polynomial Sketch for Effective Linear Attention2610.14219v1 · Zongyue Qin, Haoran Deng, Jason Cong et al.2026 · 0 citationsarXiv
Exponentially Compressed and Garbage-Free Alias Sampling for Polynomial State Preparation2610.03800v1 · Diyi Liu, Hanyu Wang, Shuchen Zhu et al.2026 · 0 citationsarXiv
ACLArena: Agent Continue Learning in Multi-stage Post-training2609.23989v1 · Haixin Wang, Xiaoxuan Wang, Junkai Zhang et al.2026 · 0 citationsarXiv
FT-Weave: Real-Time Compilation Framework for Reconfigurable Fault-Tolerant Quantum Architectures2609.20573v1 · Wan-Hsuan Lin, Milan Kornjaca, Chen Zhao et al.2026 · 0 citationsarXiv
Can Agents Design Better Chips with a Higher Level Abstraction?2609.21157v1 · Zijian Ding, Yang Zou, Yizhou Sun et al.2026 · 0 citationsarXiv
Maximum Strong Independent Sets in Hypergraphs: Reductions, Bounds, and Greedy Certificates2609.17951v1 · Yingquan (Cody) Wu, Jason Cong2026 · 0 citationsarXiv
Architecture and Compilation Co-Design for High-Rate Quantum Product Codes on Neutral Atom Arrays2608.20164v1 · Adrian Liu, Wan-Hsuan Lin, Daniel Bochen Tan et al.2026 · 0 citationsarXiv
SeDeM: Selective Decompression of Hidden-State Memories for Long-Context Question Answering2608.00311v2 · Maryam Haghifam, Jason Cong, Yizhou Sun2026 · 0 citationsarXiv
Strategic Plan for Neutral Atom Quantum Computation2607.21554v1 · Adrian J. Menssen, Tout Wang, Michael Gullans et al.2026 · 0 citationsarXiv
AgRefactor: Self-Evolving Agentic Workflow for HLS Compatibility and Performance2606.30949v2 · Yang Zou, Zijian Ding, Yizhou Sun et al.2026 · 0 citationsarXiv
SegFold: Accelerating Sparse GEMM with a Fine-Grained Dynamic Dataflow2606.26701v1 · Xinrui Wu, Hanyu Wang, Jason Cong et al.2026 · 0 citationsarXiv
HarnessBridge: Learnable Bidirectional Controller for LLM Agent Harness2606.12882v1 · Xiaoxuan Wang, Haixin Wang, Alexander Taylor et al.2026 · 0 citationsarXiv
HMT: Semantic Hierarchy-Aware Hierarchical Memory Transformer2605.24930v2 · Maryam Haghifam, Zifan He, Jason Cong et al.2026 · 0 citationsarXiv
Logical Resource Estimation for Quantum State Preparation with Compilation2605.18877v1 · Diyi Liu, Hanyu Wang, Shuchen Zhu et al.2026 · 0 citationsarXiv
Understand and Accelerate Memory Processing Pipeline for Large Language Model Inference2603.29002v3 · Zifan He, Rui Ma, Yizhou Sun et al.2026 · 0 citationsarXiv
AI+HW 2035: Shaping the Next Decade2603.05225v1 · Deming Chen, Jason Cong, Azalia Mirhoseini et al.2026 · 0 citationsarXiv
ARLArena: A Unified Framework for Stable Agentic Reinforcement Learning2602.21534v3 · Xiaoxuan Wang, Han Zhang, Haixin Wang et al.2026 · 0 citationsarXiv
Computer Science Challenges in Quantum Computing: Early Fault-Tolerance and Beyond2601.20247v1 · Jens Palsberg, Jason Cong, Yufei Ding et al.2026 · 0 citationsarXiv
FlexLLM: Composable HLS Library for Flexible Hybrid LLM Accelerator Design2601.15710v1 · Jiahao Zhang, Zifan He, Nicholas Fraser et al.2026 · 0 citationsarXiv
Report for NSF Workshop on AI for Electronic Design Automation2601.14541v4 · Deming Chen, Vijay Ganesh, Weikai Li et al.2026 · 2 citationsIEEE Circuits and Systems Magazine, vol. 26, no. 1, First Quarter 2026
Can Asymmetric Tile Buffering Be Beneficial?2511.16041v1 · Chengyue Wang, Wesley Pang, Xinrui Wu et al.2025 · 0 citationsarXiv
LUT-LLM: Efficient Large Language Model Inference with Memory-based Computations on FPGAs2511.06174v2 · Zifan He, Shengyu Ye, Rui Ma et al.2025 · 1 citationarXiv
Dendritome mapping reveals the spatial organization of striatal neuron morphology.41174172 · Park, Chang Sin, Yan, Ming, Zhu, Muye et al.2025 · 3 citationsNature neuroscience. 2025;28(12):2628-2643
FIFOAdvisor: A DSE Framework for Automated FIFO Sizing of High-Level Synthesis Designs2510.20981v1 · Stefan Abi-Karam, Rishov Sarkar, Suhail Basalama et al.2025 · 2 citationsarXiv
Iceberg: Enhancing HLS Modeling with Synthetic Data2507.09948v2 · Zijian Ding, Tung Nguyen, Weikai Li et al.2025 · 1 citationarXiv
Compilation of QCrank Encoding Algorithm for a Dynamically Programmable Qubit Array Processor2507.10699v2 · Jan Balewski, Wan-Hsuan Lin, Anupam Mitra et al.2025 · 0 citationsIEEE QCE 2004-2010 (2025)
Fine Grain 3D Integration for Microarchitecture Design Through Cube Packing Exploration2508.13158v1 · Yongxiang Liu, Yuchun Ma, Eren Kurshan et al.2025 · 28 citations25th IEEE International Conference on Computer Design, pp. 259-266, 2007
MediQ-GAN: Quantum-Inspired GAN for High Resolution Medical Image Generation2506.21015v2 · Qingyue Jiao, Yongcan Tang, Jun Zhuang et al.2025 · 0 citationsarXiv
A High-Performance Multilevel Framework for Quantum Layout Synthesis2505.24169v1 · Shuohao Ping, Naren Sathishkumar, Wan-Hsuan Lin et al.2025 · 1 citationarXiv
Routing-Aware Placement for Zoned Neutral Atom-based Quantum Computing2505.22715v1 · Yannick Stade, Wan-Hsuan Lin, Jason Cong et al.2025 · 1 citationarXiv
LLM-DSE: Searching Accelerator Parameters with LLM Agents2505.12188v3 · Hanyu Wang, Xinrui Wu, Zijian Ding et al.2025 · 1 citationarXiv
LIFT: LLM-Based Pragma Insertion for HLS via GNN Supervised Fine-Tuning2504.21187v1 · Neha Prakriya, Zijian Ding, Yizhou Sun et al.2025 · 0 citationsarXiv
Demystifying FPGA Hard NoC Performance2503.10861v1 · Sihao Liu, Jake Ke, Tony Nowatzki et al.2025 · 0 citationsarXiv
InTAR: Inter-Task Auto-Reconfigurable Accelerator Design for High Data Volume Variation in DNNs2502.08807v2 · Zifan He, Anderson Truong, Yingqi Cao et al.2025 · 5 citationsarXiv
Assessing Quantum Layout Synthesis Tools via Known Optimal-SWAP Cost Benchmarks2502.08839v2 · Shuohao Ping, Wan-Hsuan Lin, Daniel Bochen Tan et al.2025 · 0 citationsarXiv
Holistic Optimization Framework for FPGA Accelerators2501.09242v5 · St'ephane Pouget, Michael Lo, Louis-Noel Pouchet et al.2025 · 5 citationsarXiv
Stream-HLS: Towards Automatic Dataflow Acceleration2501.09118v1 · Suhail Basalama, Jason Cong2025 · 15 citationsarXiv
Monolithic 3D FPGAs Utilizing Back-End-of-Line Configuration Memories2501.06921v1 · Faaiq Waqar, Jiahao Zhang, Anni Lu et al.2025 · 0 citationsarXiv
Reconfigurable Stream Network Architecture2411.17966v3 · Chengyue Wang, Xiaofan Zhang, Jason Cong et al.2024 · 9 citationsProceedings of the 52nd Annual International Symposium on Computer Architecture (ISCA), Tokyo, Japan, June 2025, ACM, pp. 1-19
Reuse-Aware Compilation for Zoned Quantum Architectures Based on Neutral Atoms2411.11784v4 · Wan-Hsuan Lin, Daniel Bochen Tan, Jason Cong2024 · 10 citationsarXiv
Hierarchical Mixture of Experts: Generalizable Learning for High-Level Synthesis2410.19225v4 · Weikai Li, Ding Wang, Zijian Ding et al.2024 · 7 citationsarXiv
Dendritome Mapping Unveils Spatial Organization of Striatal D1/D2-Neuron Morphology.39484488 · Park, Chang Sin, Yan, Ming, Zhu, Muye et al.2025 · 1 citationbioRxiv : the preprint server for biology. 2024
RapidStream IR: Infrastructure for FPGA High-Level Physical Synthesis2410.13079v1 · Jason Lau, Yuanlong Xiao, Yutong Xie et al.2024 · 2 citationsIEEE/ACM International Conference on Computer-Aided Design (2024), October 27-31, New York, NY, USA. ACM, New York, NY, USA, 11 pages
Dynamic-Width Speculative Beam Decoding for Efficient LLM Inference2409.16560v2 · Zongyue Qin, Zifan He, Neha Prakriya et al.2024 · 0 citationsarXiv
Learning to Compare Hardware Designs for High-Level Synthesis2409.13138v2 · Yunsheng Bai, Atefeh Sohrabizadeh, Zijian Ding et al.2024 · 4 citationsProceedings of the 2024 ACM/IEEE International Symposium on Machine Learning for CAD (MLCAD '24), ACM, 2024, Article 2, 1-7
Accelerating Large Language Model Pretraining via LFR Pedagogy: Learn, Focus, and Review2409.06131v2 · Neha Prakriya, Jui-Nan Yen, Cho-Jui Hsieh et al.2024 · 0 citationsarXiv
Quantum State Preparation Circuit Optimization Exploiting Don't Cares2409.01418v1 · Hanyu Wang, Daniel Bochen Tan, Jason Cong2024 · 3 citationsarXiv
Efficient Task Transfer for HLS DSE2408.13270v1 · Zijian Ding, Atefeh Sohrabizadeh, Weikai Li et al.2024 · 5 citationsarXiv
Optimized Multi-Token Joint Decoding with Auxiliary Model for LLM Inference2407.09722v4 · Zongyue Qin, Ziniu Hu, Zifan He et al.2024 · 0 citationsICLR 2025
Gossamer: Scaling Image Processing and Reconstruction to Whole Brains.38645196 · Marrett, Karl, Moradi, Keivan, Park, Chris Sin et al.2026 · 0 citationsbioRxiv : the preprint server for biology. 2024
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