SG-Serve: Efficient Model Serving for Subgraph-based Graph Representation Learning.

Qihui Zhou

Qihui Zhou Peiqi Yin Xiao Yan 0002 Changji Li James Cheng SG-Serve: Efficient Model Serving for Subgraph-based Graph Representation Learning. 83:1-83:29 2026 4 Proc. ACM Manag. Data 1 https://doi.org/10.1145/3786697 db/journals/pacmmod/pacmmod4.html#ZhouYYLC26

Peiqi Yin Xiao Yan 0002 Qihui Zhou Hui Li Xiaolu Li 0002 Meiling Wang Lin Zhang 0059 Xin Yao 0008 James Cheng GPS: Revisiting the Data Layout for Disk-based High-Dimensional Vector Search. 192:1-192:29 2026 4 Proc. ACM Manag. Data 3 https://doi.org/10.1145/3802069 db/journals/pacmmod/pacmmod4.html#YinYZLLWZYC26

Qihui Zhou Peiqi Yin Pengfei Zuo Chao Wang 0125 James Cheng SparseServe: Unlocking Parallelism for Dynamic Sparse Attention in Long-Context LLM Serving. 488-501 2026 ICS https://doi.org/10.1145/3797905.3800528 conf/ics/2026 db/conf/ics/ics2026.html#ZhouYZWC26 Qihui Zhou Changji Li Guanxian Jiang Chenhao Ma 0001 Xiao Yan 0002 Yu Mao 0001 Ming-Chang Yang James Cheng Hitcher: Efficient GPU-based Vector Search via Cluster-Centric Kernel and Hitch-Ride Ordering. 2066-2075 2026 KDD (1) https://doi.org/10.1145/3770854.3780212 conf/kdd/2026-1 db/conf/kdd/kdd2026-1.html#ZhouLJMYMYC26

Zijie Dai Siuhin He Hui Li Qihui Zhou Jiajun Li Mingcong Song Guoping Long Hongjie Si Xin Yao 0008 Lin Zhang 0059 James Cheng Xiao Yan 0002 Metis: Bridging Text and Code Memory for Self-Evolving Agents. 2026 June abs/2606.24151 CoRR https://doi.org/10.48550/arXiv.2606.24151 db/journals/corr/corr2606.html#abs-2606-24151 streams/journals/corr

Qiqing Deng Zhen Xu Qihui Zhou Yan Zhang Cordon: Enhancing security through kernel-level control in containerized computing environments. 104644 2025 158 Comput. Secur. https://doi.org/10.1016/j.cose.2025.104644 db/journals/compsec/compsec158.html#DengXZZ25 streams/journals/compsec

Peiqi Yin Qihui Zhou Xiao Yan 0002 Chao Wang 0125 Eric Lo 0001 Changji Li Lan Lu Hua Fan 0002 Wenchao Zhou Ming-Chang Yang James Cheng CARINA: An Efficient CXL-Oriented Embedding Serving System for Recommendation Models. 137:1-137:29 2025 June 3 Proc. ACM Manag. Data 3 https://doi.org/10.1145/3725274 db/journals/pacmmod/pacmmod3.html#YinZYWLLLFZYC25 streams/journals/pacmmod

Qihui Zhou Hao Lin Xin Zheng Jianghua Zhang Shuang Zheng 0003 Minming Zhang Senyu Zhang Yiqiang Ou Mingtuan Lin A Photonics-Assisted Radar Jamming System With Nonuniform Interrupted Sampling. 7653-7668 2025 June 61 IEEE Trans. Aerosp. Electron. Syst. 3 https://doi.org/10.1109/TAES.2025.3540834 db/journals/taes/taes61.html#ZhouLZZZZZOL25 streams/journals/taes

Yanqiu Zhang Zhen Xu 0009 Dongdong Huo Xiaokun Guo Qihui Zhou Yu Wang 0243 LitroACP: A Lightweight and Robust Framework for Extracting Access Control Policies from Specifications. 75-90 2025 CAiSE (1) https://doi.org/10.1007/978-3-031-94569-4_5 conf/caise/2025-1 db/conf/caise/caise2025-1.html#ZhangXHGZW25 streams/conf/caise Qihui Zhou Wanyue Wang Hongjie Ge Yuqing Chen Shiguang Ni A Biofeedback-Based Integrated Game Intervention for Adolescent Stress Management. 332-350 2025 HCI (75) https://doi.org/10.1007/978-3-032-12808-9_21 conf/hci/2025-75 db/conf/hci/hci2025-75.html#ZhouWGCN25 streams/conf/hci Chuang Li Bingnan Xing Dongdong Huo Qihui Zhou Zhen Xu 0009 Yu Wang 0243 MixHD: A Method for Detecting Hallucinations Based on the Internal State and Output Probability of Large Language Models. 1-5 2025 ICASSP https://doi.org/10.1109/ICASSP49660.2025.10889328 conf/icassp/2025 db/conf/icassp/icassp2025.html#LiXHZ0025 Yanqiu Zhang Zhen Xu Dongdong Huo Xiaokun Guo Qihui Zhou Yan Zhang AdaGCRAG: Adaptive Graph-Chunk Retrieval for Lightweight RAG. 594-610 2025 ISWC (1) https://doi.org/10.1007/978-3-032-09527-5_32 conf/semweb/2025-1 db/conf/semweb/iswc2025-1.html#ZhangXHGZZ25 streams/conf/semweb

Qihui Zhou Peiqi Yin Pengfei Zuo James Cheng Progressive Sparse Attention: Algorithm and System Co-design for Efficient Attention in LLM Serving. 2025 March abs/2503.00392 CoRR https://doi.org/10.48550/arXiv.2503.00392 db/journals/corr/corr2503.html#abs-2503-00392 streams/journals/corr

Peiqi Yin Xiao Yan 0002 Qihui Zhou Hui Li Xiaolu Li 0002 Lin Zhang 0059 Meiling Wang Xin Yao 0008 James Cheng Gorgeous: Revisiting the Data Layout for Disk-Resident High-Dimensional Vector Search. 2025 August abs/2508.15290 CoRR https://doi.org/10.48550/arXiv.2508.15290 db/journals/corr/corr2508.html#abs-2508-15290 streams/journals/corr

Qihui Zhou Peiqi Yin Pengfei Zuo James Cheng SparseServe: Unlocking Parallelism for Dynamic Sparse Attention in Long-Context LLM Serving. 2025 September abs/2509.24626 CoRR https://doi.org/10.48550/arXiv.2509.24626 db/journals/corr/corr2509.html#abs-2509-24626 streams/journals/corr

Chenguang Zheng Guanxian Jiang Xiao Yan 0002 Peiqi Yin Qihui Zhou James Cheng GE<sup>2</sup>: A General and Efficient Knowledge Graph Embedding Learning System. 183 2024 2 Proc. ACM Manag. Data 3 https://doi.org/10.1145/3654986 https://www.wikidata.org/entity/Q130852025 db/journals/pacmmod/pacmmod2.html#ZhengJ0YZC24

Qihui Zhou Peiqi Yin Xiao Yan 0002 Changji Li Guanxian Jiang James Cheng Atom: An Efficient Query Serving System for Embedding-based Knowledge Graph Reasoning with Operator-level Batching. 193:1-193:29 2024 September 2 Proc. ACM Manag. Data 4 https://doi.org/10.1145/3677129 https://www.wikidata.org/entity/Q130861781 db/journals/pacmmod/pacmmod2.html#ZhouYYLJC24 streams/journals/pacmmod

Chuang Li Dongdong Huo Sixiang Wang Yaoyi Deng Qihui Zhou Yu Wang 0243 A deep learning based detection scheme towards DDos Attack in permissioned blockchains. 2644-2649 2024 CSCWD https://doi.org/10.1109/CSCWD61410.2024.10580421 conf/cscwd/2024 db/conf/cscwd/cscwd2024.html#LiH0WDZ024 Yu Wang Dongdong Huo Chuang Li Sixiang Wang Xiaokun Guo Qihui Zhou Yu Wang 0243 Cross-Architecture IoT Firmware Similarity Comparison Based on Multi-Layer GCN. 1-7 2024 ISCC https://doi.org/10.1109/ISCC61673.2024.10733598 conf/iscc/2024 db/conf/iscc/iscc2024.html#0134HLWGZ024

Tatiana Jin Boyang Li 0016 Yichao Li Qihui Zhou Qianli Ma 0003 Yunjian Zhao Hongzhi Chen James Cheng Circinus: Fast Redundancy-Reduced Subgraph Matching. 12:1-12:26 2023 1 Proc. ACM Manag. Data 1 https://doi.org/10.1145/3588692 db/journals/pacmmod/pacmmod1.html#Jin0LZMZCC23

Qihui Zhou Qianyun Ruan Dongdong Huo Penghui Lv Yu Wang 0243 Zhen Xu 0009 The malicious resource consumption detection in permissioned blockchain based on traffic analysis. 510-515 2023 CSCWD https://doi.org/10.1109/CSCWD57460.2023.10152585 conf/cscwd/2023 db/conf/cscwd/cscwd2023.html#ZhouRHL0X23 Zhenkun Cai Qihui Zhou Xiao Yan 0002 Da Zheng 0004 Xiang Song 0003 Chenguang Zheng James Cheng George Karypis DSP: Efficient GNN Training with Multiple GPUs. 392-404 2023 PPoPP https://doi.org/10.1145/3572848.3577528 conf/ppopp/2023 db/conf/ppopp/ppopp2023.html#CaiZ0ZSZCK23

Pengfei Zuo Qihui Zhou Jiazhao Sun Liu Yang Shuangwu Zhang Yu Hua 0001 James Cheng Rongfeng He Huabing Yan RACE: One-sided RDMA-conscious Extendible Hashing. 11:1-11:29 2022 18 ACM Trans. Storage 2 https://doi.org/10.1145/3511895 https://www.wikidata.org/entity/Q131018939 db/journals/tos/tos18.html#ZuoZSYZHCHY22

Penghui Lv Yu Wang 0243 Yazhe Wang Chao Liu 0020 Qihui Zhou Zhen Xu 0009 A highly reliable cross-domain identity authentication protocol based on blockchain in edge computing environment. 1040-1046 2022 CSCWD https://doi.org/10.1109/CSCWD54268.2022.9776072 conf/cscwd/2022 db/conf/cscwd/cscwd2022.html#LvWWLZX22 Qihui Zhou Xianglin Dang Yazhe Wang Zhen Xu 0009 Penghui Lv An atomic member addition mechanism for permissioned blockchain based on autonomous rollback. 379-385 2022 MSN https://doi.org/10.1109/MSN57253.2022.00068 conf/msn/2022 db/conf/msn/msn2022.html#ZhouDWXL22 Guanxian Jiang Qihui Zhou Tatiana Jin Boyang Li 0016 Yunjian Zhao Yichao Li James Cheng VSGM: View-Based GPU-Accelerated Subgraph Matching on Large Graphs. 52:1-52:15 2022 SC https://doi.org/10.1109/SC41404.2022.00057 https://dl.acm.org/doi/10.5555/3571885.3571954 conf/sc/2022 db/conf/sc/sc2022.html#JiangZJLZLC22 Yuntao Gui Yidi Wu 0001 Han Yang 0002 Tatiana Jin Boyang Li 0016 Qihui Zhou James Cheng Fan Yu 0004 HGL: Accelerating Heterogeneous GNN Training with Holistic Representation and Optimization. 72:1-72:15 2022 SC https://doi.org/10.1109/SC41404.2022.00077 https://dl.acm.org/doi/10.5555/3571885.3571980 conf/sc/2022 db/conf/sc/sc2022.html#GuiWYJLZCY22 Qihui Zhou Xianglin Dang Dongdong Huo Qianyun Ruan Chuang Li Yu Wang 0243 Zhen Xu 0009 LogBlock: An Anomaly Detection Method on Permissioned Blockchain based on Log-Block Sequence. 1008-1015 2022 SmartWorld/UIC/ScalCom/DigitalTwin/PriComp/Meta https://doi.org/10.1109/SmartWorld-UIC-ATC-ScalCom-DigitalTwin-PriComp-Metaverse56740.2022.00149 conf/uic/2022 db/conf/uic/uic2022.html#ZhouDHRLWX22 Penghui Lv Yu Wang 0243 Yazhe Wang Qihui Zhou Potential Risk Detection System of Hyperledger Fabric Smart Contract based on Static Analysis. 1-7 2021 ISCC https://doi.org/10.1109/ISCC53001.2021.9631249 conf/iscc/2021 db/conf/iscc/iscc2021.html#LvWWZ21

Qihui Zhou Min Guo Hamid Moghadas Zhaofeng Wu Peiguo Liu Mojgan Daneshmand A Frequency Selective Rasorber With Three Transmission Bands and Three Absorption Bands. 160973-160981 2019 7 IEEE Access https://doi.org/10.1109/ACCESS.2019.2951503 https://www.wikidata.org/entity/Q109721448 db/journals/access/access7.html#ZhouGMWLD19

Chen Tian 0004 Yazhe Wang Peng Liu 0005 Qihui Zhou Chengyi Zhang Using IM-Visor to stop untrusted IME apps from stealing sensitive keystrokes. 5 2018 1 Cybersecur. 1 https://doi.org/10.1186/s42400-018-0007-6 https://www.wikidata.org/entity/Q129736416 db/journals/cybersec/cybersec1.html#TianW0ZZ18

Bo Yi Peiguo Liu Qihui Zhou Tengguang Fan A Miniaturized Absorptive/Transmissive Radome with Switchable Passband and Wide Absorbing Band. 788-792 2017 100-B IEICE Trans. Commun. 5 https://doi.org/10.1587/transcom.2016EBP3325 http://search.ieice.org/bin/summary.php?id=e100-b_5_788 db/journals/ieicet/ieicet100b.html#YiLZF17

Chen Tian 0004 Yazhe Wang Peng Liu 0005 Qihui Zhou Chengyi Zhang Zhen Xu 0009 IM-Visor: A Pre-IME Guard to Prevent IME Apps from Stealing Sensitive Keystrokes Using TrustZone. 145-156 2017 DSN https://doi.org/10.1109/DSN.2017.12 https://doi.ieeecomputersociety.org/10.1109/DSN.2017.12 conf/dsn/2017 db/conf/dsn/dsn2017.html#TianWLZZX17 Qihui Zhou Dan Wang Yan Zhang Bo Qin Aimin Yu Baohua Zhao ChainDroid: Safe and Flexible Access to Protected Android Resources Based on Call Chain. 156-162 2013 TrustCom/ISPA/IUCC https://doi.org/10.1109/TrustCom.2013.24 https://doi.ieeecomputersociety.org/10.1109/TrustCom.2013.24 conf/trustcom/2013 db/conf/trustcom/trustcom2013.html#ZhouWZQYZ13 Zhenkun Cai Hongzhi Chen Yuqing Chen James Cheng Zijie Dai Mojgan Daneshmand Xianglin Dang Qiqing Deng Yaoyi Deng Hua Fan 0002 Tengguang Fan Hongjie Ge Yuntao Gui Min Guo Xiaokun Guo Rongfeng He Siuhin He Yu Hua 0001 Dongdong Huo Guanxian Jiang Tatiana Jin George Karypis Boyang Li 0016 Changji Li Chuang Li Hui Li Jiajun Li Xiaolu Li 0002 Yichao Li Hao Lin Mingtuan Lin Chao Liu 0020 Peiguo Liu Peng Liu 0005 Eric Lo 0001 Guoping Long Lan Lu Penghui Lv Chenhao Ma 0001 Qianli Ma 0003 Yu Mao 0001 Hamid Moghadas Shiguang Ni Yiqiang Ou Bo Qin Qianyun Ruan Hongjie Si Mingcong Song Xiang Song 0003 Jiazhao Sun Chen Tian 0004 Chao Wang 0125 Dan Wang Meiling Wang Sixiang Wang Wanyue Wang Yazhe Wang Yu Wang Yu Wang 0243 Yidi Wu 0001 Zhaofeng Wu Bingnan Xing Zhen Xu Zhen Xu 0009 Huabing Yan Xiao Yan 0002 Han Yang 0002 Liu Yang Ming-Chang Yang Xin Yao 0008 Bo Yi Peiqi Yin Aimin Yu Fan Yu 0004 Chengyi Zhang Jianghua Zhang Lin Zhang 0059 Minming Zhang Senyu Zhang Shuangwu Zhang Yan Zhang Yanqiu Zhang Baohua Zhao Yunjian Zhao Chenguang Zheng Da Zheng 0004 Shuang Zheng 0003 Xin Zheng Wenchao Zhou Pengfei Zuo