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Zheng Wang

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  • ISMM2 editions2025–2026

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titleconferencedate
Interpreter Memory Safety via Differential Fuzzing with a CHERI on TopISMM 20262026-06-16
A differential fuzzing framework called diffCHERI:FruitFly generates and mutates MicroPython programs with an LLM and CST operators, then runs them on…
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GMI-DRL: Empowering Multi-GPU DRL with Adaptive-Grained ParallelismUSENIX ATC '252025-07-07
GMI-DRL introduces a sub-GPU abstraction called GPU Multiplexing Instance (GMI) plus an adaptive Coordinator and a specialized Communicator to map…
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WLB-LLM: Workload-Balanced 4D Parallelism for Large Language Model TrainingOSDI '252025-07-07
Analysis finds up to 1.4× GPU compute skew in Llama 3 400B traces and pins sources to pipeline-level packing and context-level sharding. The system implements…
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SecureMind: A Framework for Benchmarking Large Language Models in Memory Bug Detection(…)ISMM 20252025-06-17
A Python framework that automates dataset retrieval, cutoff-date filtering to avoid data leakage, probe orchestration and metric calculation, SecureMind…
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OPER: Optimality-Guided Embedding Table Parallelization for Large-scale...USENIX ATC 20242024-07-10
Claims a near-optimal planner and system that cut end-to-end DLRM embedding lookup cost using a heuristic search plus a distributed shared memory runtime and a…
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Reviving JIT Vulnerabilities: Unleashing the Power of Maglev Compiler Bugs on Chrome BrowserBlack Hat Europe 20232023-12-04
Compares Maglev to Turbofan, maps concrete attack surfaces (graph building, register allocation, deoptimization), and claims use of Crash-based Fuzzing…
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TC-GNN: Bridging Sparse GNN Computation and Dense Tensor Cores on GPUsUSENIX ATC '232023-07-10
TC-GNN implements a GPU pipeline that turns irregular GNN sparse ops into dense tiles processed on tensor cores, combining sparse graph translation with a…
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MGG: Accelerating Graph Neural Networks with Fine-Grained Intra-Kernel Communication...OSDI 20232023-07-10
MGG is a full-graph GNN runtime that implements a fine-grained dynamic software pipeline inside GPU kernels to overlap remote-label fetch, local neighbor…
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ChatGPT, Make a Secure Malloc for mePLARCH 20232023-06-17
Claims a workflow to synthesize production-grade allocators: map high-level allocation and security properties onto processor primitives (eg. CHERI…
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Faith: An Efficient Framework for Transformer Verification on GPUsUSENIX ATC '222022-07-11
Faith implements a GPU framework that fuses bound-centric operations to cut redundant global memory accesses, loads weight once into shared memory, and…
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CrossGR: Accurate and Low-cost Cross-target Gesture Recognition Using Wi-FiUbiComp 20212021-09-21
CrossGR claims cross-target Wi‑Fi gesture recognition using a generative adversarial network to synthesize training CSI data from a few users and a CNN-based…
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