By Scientia Professor Jingling Xue

Conference Papers

He H; Liu H; Zheng L; Huang Y; Shen X; Huang W; Cao C; Liao X; Jin H; Xue J, 2025, 'MetaHG: Enhancing HGNN Systems Leveraging Advanced Metapath Graph Abstraction', in Eurosys 2025 Proceedings of the 2025 20th European Conference on Computer Systems, pp. 492 - 506, http://dx.doi.org/10.1145/3689031.3717492

Liu Y; Lai J; Li L; Sui T; Xiao L; Yuan P; Zhang X; Zhu Q; Chen W; Xue J, 2025, 'ReSBM: Region-based Scale and Minimal-Level Bootstrapping Management for FHE via Min-Cut', in International Conference on Architectural Support for Programming Languages and Operating Systems ASPLOS, pp. 924 - 939, http://dx.doi.org/10.1145/3669940.3707276

Li L; Lai J; Yuan P; Sui T; Liu Y; Zhu Q; Zhang X; Xiao L; Chen W; Xue J, 2025, 'ANT-ACE: An FHE Compiler Framework for Automating Neural Network Inference', in Cgo 2025 Proceedings of the 23rd ACM IEEE International Symposium on Code Generation and Optimization, pp. 193 - 208, http://dx.doi.org/10.1145/3696443.3708924

Zhang Z; Liu Y; Zhang Y; Chen Z; Zhao J; Feng X; Cui H; Xue J, 2025, 'Qiwu: Exploiting Ciphertext-Level SIMD Parallelism in Homomorphic Encryption Programs', in Cgo 2025 Proceedings of the 23rd ACM IEEE International Symposium on Code Generation and Optimization, pp. 523 - 537, http://dx.doi.org/10.1145/3696443.3708917

Li W; He D; Chen W; Xue J, 2025, 'Stack Filtering: Elevating Precision and Efficiency in Rust Pointer Analysis', in Cgo 2025 Proceedings of the 23rd ACM IEEE International Symposium on Code Generation and Optimization, pp. 331 - 346, http://dx.doi.org/10.1145/3696443.3708921

Zhong M; Lv F; Wang L; Qiu L; Wang Y; Liu Y; Cui H; Feng X; Xue J, 2025, 'VEGA: Automatically Generating Compiler Backends using a Pre-trained Transformer Model', in Cgo 2025 Proceedings of the 23rd ACM IEEE International Symposium on Code Generation and Optimization, pp. 90 - 106, http://dx.doi.org/10.1145/3696443.3708931

Zhao W; Yao P; Chen D; Zheng L; Liao X; Wang Q; Ma S; Li Y; Liu H; Xiao W; Sun Y; Zhu B; Jin H; Xue J, 2025, 'MeHyper: Accelerating Hypergraph Neural Networks by Exploring Implicit Dataflows', in Proceedings International Symposium on High Performance Computer Architecture, pp. 920 - 933, http://dx.doi.org/10.1109/HPCA61900.2025.00073

Wang M; Xue J; Huang L; Zi Y; Wei T, 2025, 'UnsafeCop: Towards Memory Safety for Real-World Unsafe Rust Code with Practical Bounded Model Checking', in Lecture Notes in Computer Science Including Subseries Lecture Notes in Artificial Intelligence and Lecture Notes in Bioinformatics, pp. 307 - 324, http://dx.doi.org/10.1007/978-3-031-71177-0_19

He D; Lu J; Xue J, 2024, 'A CFL-Reachability Formulation of Callsite-Sensitive Pointer Analysis with Built-In On-The-Fly Call Graph Construction', in Leibniz International Proceedings in Informatics Lipics, http://dx.doi.org/10.4230/LIPIcs.ECOOP.2024.18

Yu F; Li G; Zhao J; Cui H; Feng X; Xue J, 2024, 'Optimizing Dynamic-Shape Neural Networks on Accelerators via On-the-Fly Micro-Kernel Polymerization', in International Conference on Architectural Support for Programming Languages and Operating Systems ASPLOS, pp. 797 - 812, http://dx.doi.org/10.1145/3620665.3640390

Li W; He D; Gui Y; Chen W; Xue J, 2024, 'A Context-Sensitive Pointer Analysis Framework for Rust and Its Application to Call Graph Construction', in Cc 2024 Proceedings of the 33rd ACM SIGPLAN International Conference on Compiler Construction, pp. 60 - 72, http://dx.doi.org/10.1145/3640537.3641574

Wang Q; Zheng L; An Z; Xiong S; Wang R; Huang Y; Yao P; Liao X; Jin H; Xue J, 2024, 'A Scalable, Efficient, and Robust Dynamic Memory Management Library for HLS-based FPGAs', in Proceedings of the Annual International Symposium on Microarchitecture Micro, pp. 437 - 450, http://dx.doi.org/10.1109/MICRO61859.2024.00040

Song W; Cong C; Zhong H; Xue J, 2024, 'Correction-based Defense Against Adversarial Video Attacks via Discretization-Enhanced Video Compressive Sensing', in Proceedings of the 33rd Usenix Security Symposium, pp. 3603 - 3620

Liu H; Zheng L; Huang Y; Zhou J; Liu C; Wang R; Liaot X; Jinf H; Xue J, 2024, 'Enabling Efficient Large Recommendation Model Training with Near CXL Memory Processing', in Proceedings International Symposium on Computer Architecture, pp. 382 - 395, http://dx.doi.org/10.1109/ISCA59077.2024.00036

Peng Y; Xie J; Yang Q; Guo H; Li Q; Xue J; Yuan M, 2023, 'Statistical Type Inference for Incomplete Programs', in Esec Fse 2023 Proceedings of the 31st ACM Joint Meeting European Software Engineering Conference and Symposium on the Foundations of Software Engineering, pp. 720 - 732, http://dx.doi.org/10.1145/3611643.3616283

Liu J; Liu J; Di P; Wu D; Zheng H; Liu AX; Xue J, 2023, 'Hybrid Inlining: A Framework for Compositional and Context-Sensitive Static Analysis', in Issta 2023 Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, pp. 114 - 126, http://dx.doi.org/10.1145/3597926.3598042

He D; Gui Y; Gao Y; Xue J, 2023, 'Reducing the Memory Footprint of IFDS-Based Data-Flow Analyses using Fine-Grained Garbage Collection', in Issta 2023 Proceedings of the 32nd ACM SIGSOFT International Symposium on Software Testing and Analysis, pp. 101 - 113, http://dx.doi.org/10.1145/3597926.3598041

Liu H; Zheng L; Liao X; Huang Y; Liu C; Jin H; Ye X; Yuan J; Xue J, 2023, 'Accelerating Personalized Recommendation with Cross-level Near-Memory Processing', in Proceedings International Symposium on Computer Architecture, pp. 924 - 936, http://dx.doi.org/10.1145/3579371.3589101

Zhang Z; Ou Y; Liu Y; Wang C; Zhou Y; Wang X; Zhang Y; Ouyang Y; Shan J; Wang Y; Xue J; Cui H; Feng X, 2023, 'Occamy: Elastically Sharing a SIMD Co-processor across Multiple CPU Cores', in International Conference on Architectural Support for Programming Languages and Operating Systems ASPLOS, pp. 483 - 497, http://dx.doi.org/10.1145/3582016.3582046

Zheng L; Ye X; Liu H; Wang Q; Huang Y; Gui C; Yao P; Liao X; Jin H; Xue J, 2023, 'AFaVS: Accurate Yet Fast Version Switching for Graph Processing Systems', in Proceedings International Conference on Data Engineering, pp. 53 - 66, http://dx.doi.org/10.1109/ICDE55515.2023.00012

Lu J; He D; Li W; Gao Y; Xue J, 2023, 'Automatic Generation and Reuse of Precise Library Summaries for Object-Sensitive Pointer Analysis', in Proceedings 2023 38th IEEE ACM International Conference on Automated Software Engineering Ase 2023, pp. 736 - 747, http://dx.doi.org/10.1109/ASE56229.2023.00039

Gui Y; He D; Xue J, 2023, 'Merge-Replay: Efficient IFDS-Based Taint Analysis by Consolidating Equivalent Value Flows', in Proceedings 2023 38th IEEE ACM International Conference on Automated Software Engineering Ase 2023, pp. 319 - 331, http://dx.doi.org/10.1109/ASE56229.2023.00027

Yin J; Li M; Li Y; Yu Y; Lin B; Zou Y; Liu Y; Huo W; Xue J, 2023, 'RSFuzzer: Discovering Deep SMI Handler Vulnerabilities in UEFI Firmware with Hybrid Fuzzing', in Proceedings IEEE Symposium on Security and Privacy, pp. 2155 - 2169, http://dx.doi.org/10.1109/SP46215.2023.10179421

Shi C; Li H; Sui Y; Lu J; Li L; Xue J, 2023, 'Two Birds with One Stone: Multi-Derivation for Fast Context-Free Language Reachability Analysis', in Proceedings 2023 38th IEEE ACM International Conference on Automated Software Engineering Ase 2023, pp. 624 - 636, http://dx.doi.org/10.1109/ASE56229.2023.00118

He D; Lu J; Xue J, 2022, 'Qilin: A New Framework For Supporting Fine-Grained Context-Sensitivity in Java Pointer Analysis', in Leibniz International Proceedings in Informatics Lipics, http://dx.doi.org/10.4230/LIPIcs.ECOOP.2022.30

Yin J; Li M; Wu W; Sun D; Zhou J; Huo W; Xue J, 2022, 'Finding SMM Privilege-Escalation Vulnerabilities in UEFI Firmware with Protocol-Centric Static Analysis', in 43RD IEEE SYMPOSIUM ON SECURITY AND PRIVACY (SP 2022), IEEE COMPUTER SOC, CA, San Francisco, pp. 1623 - 1637, presented at 43rd IEEE Symposium on Security and Privacy (SP), CA, San Francisco, 23 May 2022 - 26 May 2022, http://dx.doi.org/10.1109/SP46214.2022.00141

Chen Z; Wu J; Zhang Q; Xue J, 2022, 'A Dynamic Analysis Tool for Memory Safety Based on Smart Status and Source-Level Instrumentation', in 2022 ACM/IEEE 44TH INTERNATIONAL CONFERENCE ON SOFTWARE ENGINEERING: COMPANION PROCEEDINGS (ICSE-COMPANION 2022), IEEE COMPUTER SOC, PA, Pittsburgh, pp. 6 - 10, presented at 44th ACM/IEEE International Conference on Software Engineering - New Ideas and Emerging Results (ICSE-NIER), PA, Pittsburgh, 22 May 2022 - 27 May 2022, http://dx.doi.org/10.1145/3510454.3516872

Wang X; Xu X; Li Q; Yuan M; Xue J, 2022, 'Recovering Container Class Types in C++ Binaries', in CGO 2022 - Proceedings of the 2022 IEEE/ACM International Symposium on Code Generation and Optimization, Institute of Electrical and Electronics Engineers (IEEE), pp. 131 - 143, presented at 2022 IEEE/ACM International Symposium on Code Generation and Optimization (CGO), 02 April 2022 - 06 April 2022, http://dx.doi.org/10.1109/CGO53902.2022.9741274

Wang Q; Zheng L; Hu A; Huang Y; Yao P; Gui C; Liao X; Jin H; Xue J, 2022, 'A Data-Centric Accelerator for High-Performance Hypergraph Processing', in Proceedings of the Annual International Symposium on Microarchitecture Micro, pp. 1326 - 1341, http://dx.doi.org/10.1109/MICRO56248.2022.00088

Chen Z; Wu J; Zhang Q; Xue J, 2022, 'A Dynamic Analysis Tool for Memory Safety Based on Smart Status and Source-Level Instrumentation', in Proceedings International Conference on Software Engineering, pp. 6 - 10, http://dx.doi.org/10.1109/ICSE-Companion55297.2022.9793834

Huang Y; Zheng L; Yao P; Wang Q; Liao X; Jin H; Xue J, 2022, 'Accelerating Graph Convolutional Networks Using Crossbar-based Processing-In-Memory Architectures', in Proceedings International Symposium on High Performance Computer Architecture, pp. 1029 - 1042, http://dx.doi.org/10.1109/HPCA53966.2022.00079

Yin J; Li M; Wu W; Sun D; Zhou J; Huo W; Xue J, 2022, 'Finding SMM Privilege-Escalation Vulnerabilities in UEFI Firmware with Protocol-Centric Static Analysis', in Proceedings IEEE Symposium on Security and Privacy, pp. 1623 - 1637, http://dx.doi.org/10.1109/SP46214.2022.9833723

Xu X; Wang X; Xue J, 2022, 'M3V: Multi-modal Multi-view Context Embedding for Repair Operator Prediction', in CGO 2022 - Proceedings of the 2022 IEEE/ACM International Symposium on Code Generation and Optimization, pp. 266 - 277, http://dx.doi.org/10.1109/CGO53902.2022.9741261

Yao P; Zheng L; Huang Y; Wang Q; Gui C; Zeng Z; Liao X; Jin H; Xue J, 2022, 'ScalaGraph: A Scalable Accelerator for Massively Parallel Graph Processing', in Proceedings International Symposium on High Performance Computer Architecture, pp. 199 - 212, http://dx.doi.org/10.1109/HPCA53966.2022.00023

Chen Z; Wang C; Yan J; Sui Y; Xue J, 2021, 'Runtime detection of memory errors with smart status', in Issta 2021 Proceedings of the 30th ACM SIGSOFT International Symposium on Software Testing and Analysis, pp. 296 - 308, http://dx.doi.org/10.1145/3460319.3464807

He D; Lu J; Gao Y; Xue J, 2021, 'Accelerating object-sensitive pointer analysis by exploiting object containment and reachability', in Leibniz International Proceedings in Informatics, LIPIcs, http://dx.doi.org/10.4230/LIPIcs.ECOOP.2021.16

Yuan T; Li G; Lu J; Liu C; Li L; Xue J, 2021, 'GoBench: A Benchmark Suite of Real-World Go Concurrency Bugs', in Cgo 2021 Proceedings of the 2021 IEEE ACM International Symposium on Code Generation and Optimization, pp. 187 - 199, http://dx.doi.org/10.1109/CGO51591.2021.9370317

Li G; Xue J; Liu L; Wang X; Ma X; Dong X; Li J; Feng X, 2021, 'Unleashing the Low-Precision Computation Potential of Tensor Cores on GPUs', in Cgo 2021 Proceedings of the 2021 IEEE ACM International Symposium on Code Generation and Optimization, pp. 90 - 102, http://dx.doi.org/10.1109/CGO51591.2021.9370335

He D; Lu J; Xue J, 2021, 'Context Debloating for Object-Sensitive Pointer Analysis', in Proceedings 2021 36th IEEE ACM International Conference on Automated Software Engineering Ase 2021, pp. 79 - 91, http://dx.doi.org/10.1109/ASE51524.2021.9678880

Liu C; Lu J; Li G; Yuan T; Li L; Tan F; Yang J; You L; Xue J, 2021, 'Detecting TensorFlow Program Bugs in Real-World Industrial Environment', in Proceedings 2021 36th IEEE ACM International Conference on Automated Software Engineering Ase 2021, pp. 55 - 66, http://dx.doi.org/10.1109/ASE51524.2021.9678891

Yao P; Zheng L; Zeng Z; Huang Y; Gui C; Liao X; Jin H; Xue J, 2020, 'A locality-aware energy-efficient accelerator for graph mining applications', in Proceedings of the Annual International Symposium on Microarchitecture, MICRO, pp. 895 - 907, http://dx.doi.org/10.1109/MICRO50266.2020.00077

Liu J; He D; Wu D; Xue J, 2020, 'Correlating ui contexts with sensitive api calls: Dynamic semantic extraction and analysis', in Proceedings International Symposium on Software Reliability Engineering ISSRE, pp. 241 - 252, http://dx.doi.org/10.1109/ISSRE5003.2020.00031

Wu D; He D; Chen S; Xue J, 2020, 'Exposing android event-based races by selective branch instrumentation', in Proceedings International Symposium on Software Reliability Engineering ISSRE, pp. 265 - 276, http://dx.doi.org/10.1109/ISSRE5003.2020.00033

Li W; Wu L; Yuan M; Xue CJ; Xue J; Li Q, 2020, 'Loop2Recursion: Compiler-Assisted Wear Leveling for Non-Volatile Memory', in Proceedings IEEE International Conference on Computer Design VLSI in Computers and Processors, pp. 581 - 588, http://dx.doi.org/10.1109/ICCD50377.2020.00102

Wu M; Liu Y; Cui H; Wei Q; Li Q; Li L; Lv F; Xue J; Feng X, 2020, 'Bandwidth-aware loop tiling for DMA-supported scratchpad memory', in Parallel Architectures and Compilation Techniques Conference Proceedings Pact, pp. 97 - 109, http://dx.doi.org/10.1145/3410463.3414637

Yu F; Zhao J; Cui H; Feng X; Xue J, 2020, 'VTensor: Using virtual tensors to build a layout-oblivious AI programming framework', in Parallel Architectures and Compilation Techniques Conference Proceedings Pact, pp. 345 - 346, http://dx.doi.org/10.1145/3410463.3414664

Xu X; Zou C; Xue J, 2020, 'Every Mutation Should Be Rewarded: Boosting Fault Localization with Mutated Predicates', in Proceedings - 2020 IEEE International Conference on Software Maintenance and Evolution, ICSME 2020, Institute of Electrical and Electronics Engineers (IEEE), ELECTR NETWORK, pp. 196 - 207, presented at 2020 IEEE International Conference on Software Maintenance and Evolution (ICSME), ELECTR NETWORK, 27 September 2020 - 03 October 2020, http://dx.doi.org/10.1109/ICSME46990.2020.00028

Zou C; Xue J, 2020, 'Burn after reading: A shadow stack with microsecond-level runtime rerandomization for protecting return addresses', in Proceedings International Conference on Software Engineering, Association for Computing Machinery (ACM), ELECTR NETWORK, pp. 258 - 270, presented at Proceedings of the ACM/IEEE 42nd International Conference on Software Engineering, ELECTR NETWORK, 27 June 2020 - 19 July 2020, http://dx.doi.org/10.1145/3377811.3380439

Xue J; Jung C, 2020, 'Message from the Chairs', in Proceedings of the ACM SIGPLAN Conference on Languages Compilers and Tools for Embedded Systems LCTES, pp. III

Huang Y; Zheng L; Yao P; Zhao J; Liao X; Jin H; Xue J, 2020, 'A Heterogeneous PIM Hardware-Software Co-Design for Energy-Efficient Graph Processing', in Proceedings 2020 IEEE 34th International Parallel and Distributed Processing Symposium IPDPS 2020, pp. 684 - 695, http://dx.doi.org/10.1109/IPDPS47924.2020.00076

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