LIMAO: A Framework for Lifelong Modular Learned Query Optimization.

Shaolin Xie

Qihan Zhang Shaolin Xie Ibrahim Sabek LIMAO: A Framework for Lifelong Modular Learned Query Optimization. 4546-4559 2025 July 18 Proc. VLDB Endow. 11 https://www.vldb.org/pvldb/vol18/p4546-zhang.pdf https://doi.org/10.14778/3749646.3749712 db/journals/pvldb/pvldb18.html#ZhangXS25 streams/journals/pvldb

Aneesh Raman Konstantinos Karatsenidis Shaolin Xie Matthaios Olma Subhadeep Sarkar 0001 Manos Athanassoulis QuIT your B+-tree for the Quick Insertion Tree. 451-463 2025 EDBT https://doi.org/10.48786/edbt.2025.36 conf/edbt/2025 db/conf/edbt/edbt2025.html#RamanKXOSA25 Shaolin Xie Shang-Ling Hsu Qihan Zhang Yiming Gao Cyrus Shahabi Ibrahim Sabek Evaluating Intrinsic Geospatial Topological Reasoning in LLMs. 43-48 2025 GeoGenAgent https://doi.org/10.1145/3764915.3770722 conf/geogenagent/2025 db/conf/geogenagent/geogenagent2025.html#XieHZGSS25

Qihan Zhang Shaolin Xie Ibrahim Sabek LIMAO: A Framework for Lifelong Modular Learned Query Optimization. 2025 July abs/2507.00188 CoRR https://doi.org/10.48550/arXiv.2507.00188 db/journals/corr/corr2507.html#abs-2507-00188 streams/journals/corr

Dai Cheol Jung Max Ruttenberg Paul Gao 0001 Scott Davidson 0004 Daniel Petrisko Kangli Li Aditya K. Kamath Lin Cheng Shaolin Xie Peitian Pan Zhongyuan Zhao 0004 Zichao Yue Bandhav Veluri Sripathi Muralitharan Adrian Sampson Andrew Lumsdaine Zhiru Zhang Christopher Batten Mark Oskin Dustin Richmond Michael Bedford Taylor Scalable, Programmable and Dense: The HammerBlade Open-Source RISC-V Manycore. 770-784 2024 ISCA https://doi.org/10.1109/ISCA59077.2024.00061 conf/isca/2024 db/conf/isca/isca2024.html#JungRGDPLKCXPZYVMSLZBOR24 streams/conf/isca

Dong-Hyeon Park Subhankar Pal Siying Feng Paul Gao 0001 Jielun Tan Austin Rovinski Shaolin Xie Chun Zhao Aporva Amarnath Timothy Wesley Jonathan Beaumont Kuan-Yu Chen 0001 Chaitali Chakrabarti Michael Bedford Taylor Trevor N. Mudge David T. Blaauw Hun-Seok Kim Ronald G. Dreslinski A 7.3 M Output Non-Zeros/J, 11.7 M Output Non-Zeros/GB Reconfigurable Sparse Matrix-Matrix Multiplication Accelerator. 933-944 2020 55 IEEE J. Solid State Circuits 4 https://doi.org/10.1109/JSSC.2019.2960480 db/journals/jssc/jssc55.html#ParkPFGTRXZAWBC20

Austin Rovinski Chun Zhao Khalid Al-Hawaj Paul Gao 0001 Shaolin Xie Christopher Torng Scott Davidson 0004 Aporva Amarnath Luis Vega Bandhav Veluri Anuj Rao Tutu Ajayi Julian Puscar Steve Dai Ritchie Zhao Dustin Richmond Zhiru Zhang Ian Galton Christopher Batten Michael B. Taylor Ronald G. Dreslinski A 1.4 GHz 695 Giga Risc-V Inst/s 496-Core Manycore Processor With Mesh On-Chip Network and an All-Digital Synthesized PLL in 16nm CMOS. 30- 2019 VLSI Circuits https://doi.org/10.23919/VLSIC.2019.8778031 conf/vlsic/2019 db/conf/vlsic/vlsic2019.html#RovinskiZAGXTDA19 Subhankar Pal Dong-Hyeon Park Siying Feng Paul Gao 0001 Jielun Tan Austin Rovinski Shaolin Xie Chun Zhao Aporva Amarnath Timothy Wesley Jonathan Beaumont Kuan-Yu Chen 0001 Chaitali Chakrabarti Michael B. Taylor Trevor N. Mudge David T. Blaauw Hun-Seok Kim Ronald G. Dreslinski A 7.3 M Output Non-Zeros/J Sparse Matrix-Matrix Multiplication Accelerator using Memory Reconfiguration in 40 nm. 150- 2019 VLSI Circuits https://doi.org/10.23919/VLSIC.2019.8778147 conf/vlsic/2019 db/conf/vlsic/vlsic2019.html#PalPFGTRXZAWBCC19

Scott Davidson 0004 Shaolin Xie Christopher Torng Khalid Al-Hawaj Austin Rovinski Tutu Ajayi Luis Vega Chun Zhao Ritchie Zhao Steve Dai Aporva Amarnath Bandhav Veluri Paul Gao 0001 Anuj Rao Gai Liu Rajesh K. Gupta 0001 Zhiru Zhang Ronald G. Dreslinski Christopher Batten Michael B. Taylor The Celerity Open-Source 511-Core RISC-V Tiered Accelerator Fabric: Fast Architectures and Design Methodologies for Fast Chips. 30-41 2018 38 IEEE Micro 2 https://doi.org/10.1109/MM.2018.022071133 http://doi.ieeecomputersociety.org/10.1109/MM.2018.022071133 https://www.wikidata.org/entity/Q114987461 db/journals/micro/micro38.html#DavidsonXTARAVZ18

Shaolin Xie Scott Davidson 0004 Ikuo Magaki Moein Khazraee Luis Vega Lu Zhang Michael B. Taylor Extreme Datacenter Specialization for Planet-Scale Computing: ASIC Clouds. 96-108 2018 52 ACM SIGOPS Oper. Syst. Rev. 1 https://doi.org/10.1145/3273982.3273991 https://www.wikidata.org/entity/Q129334027 db/journals/sigops/sigops52.html#XieDMKVZT18

Peng Guo Hong Ma Ruizhi Chen Pin Li Shaolin Xie Donglin Wang FBNA: A Fully Binarized Neural Network Accelerator. 51-54 2018 FPL https://doi.org/10.1109/FPL.2018.00016 https://doi.ieeecomputersociety.org/10.1109/FPL.2018.00016 conf/fpl/2018 db/conf/fpl/fpl2018.html#GuoMCLXW18 Ruizhi Chen Hong Ma Peng Guo Shaolin Xie Pin Li Donglin Wang Low Latency Spiking ConvNets with Restricted Output Training and False Spike Inhibition. 1-8 2018 IJCNN https://doi.org/10.1109/IJCNN.2018.8489400 conf/ijcnn/2018 db/conf/ijcnn/ijcnn2018.html#ChenMGXLW18 Ruizhi Chen Hong Ma Shaolin Xie Peng Guo Pin Li Donglin Wang Fast and Efficient Deep Sparse Multi-Strength Spiking Neural Networks with Dynamic Pruning. 1-8 2018 IJCNN https://doi.org/10.1109/IJCNN.2018.8489339 conf/ijcnn/2018 db/conf/ijcnn/ijcnn2018.html#ChenMXGLW18 Yang Guo Shaolin Xie Zijun Liu Lei Yang Donglin Wang Parallel Polar Encoding in 5G Communication. 64-69 2018 ISCC https://doi.org/10.1109/ISCC.2018.8538743 https://doi.ieeecomputersociety.org/10.1109/ISCC.2018.8538743 conf/iscc/2018 db/conf/iscc/iscc2018.html#GuoXLYW18

Shaolin Xie Michael B. Taylor The BaseJump Manycore Accelerator Network. 2018 abs/1808.00650 CoRR http://arxiv.org/abs/1808.00650 db/journals/corr/corr1808.html#abs-1808-00650

Lei Yang Shaolin Xie Zijun Liu Xueliang Du Donglin Wang A self-indexed register file for efficient arithmetical computing hardware. 13-18 2017 CEEC https://doi.org/10.1109/CEEC.2017.8101592 conf/ceec/2017 db/conf/ceec/ceec2017.html#YangXLDW17 Donglin Wang Xueliang Du Leizu Yin Chen Lin Hong Ma Weili Ren Huijuan Wang Xingang Wang Shaolin Xie Lei Wang Zijun Liu Tao Wang Zhonghua Pu Guangxin Ding Mengchen Zhu Lipeng Yang Ruoshan Guo Zhiwei Zhang Xiao Lin Jie Hao Yongyong Yang Wenqin Sun Fabiao Zhou NuoZhou Xiao Qian Cui Xiaoqin Wang MaPU: A novel mathematical computing architecture. 457-468 2016 HPCA https://doi.org/10.1109/HPCA.2016.7446086 https://doi.ieeecomputersociety.org/10.1109/HPCA.2016.7446086 conf/hpca/2016 db/conf/hpca/hpca2016.html#WangDYLMRWWXWLW16 Tutu Ajayi Khalid Al-Hawaj Aporva Amarnath Manos Athanassoulis Christopher Batten Jonathan Beaumont David T. Blaauw Chaitali Chakrabarti Kuan-Yu Chen 0001 Ruizhi Chen Lin Cheng Qian Cui Steve Dai Scott Davidson 0004 Guangxin Ding Ronald G. Dreslinski Xueliang Du Siying Feng Ian Galton Paul Gao 0001 Yiming Gao Peng Guo Ruoshan Guo Yang Guo Rajesh K. Gupta 0001 Jie Hao Shang-Ling Hsu Dai Cheol Jung Aditya K. Kamath Konstantinos Karatsenidis Moein Khazraee Hun-Seok Kim Kangli Li Pin Li Chen Lin Xiao Lin Gai Liu Zijun Liu Andrew Lumsdaine Hong Ma Ikuo Magaki Trevor N. Mudge Sripathi Muralitharan Matthaios Olma Mark Oskin Subhankar Pal Peitian Pan Dong-Hyeon Park Daniel Petrisko Zhonghua Pu Julian Puscar Aneesh Raman Anuj Rao Weili Ren Dustin Richmond Austin Rovinski Max Ruttenberg Ibrahim Sabek Adrian Sampson Subhadeep Sarkar 0001 Cyrus Shahabi Wenqin Sun Jielun Tan Michael B. TaylorMichael Bedford Taylor Christopher Torng Luis Vega Bandhav Veluri Donglin Wang Huijuan Wang Lei Wang Tao Wang Xiaoqin Wang Xingang Wang Timothy Wesley NuoZhou Xiao Lei Yang Lipeng Yang Yongyong Yang Leizu Yin Zichao Yue Lu Zhang Qihan Zhang Zhiru Zhang Zhiwei Zhang Chun Zhao Ritchie Zhao Zhongyuan Zhao 0004 Fabiao Zhou Mengchen Zhu