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Shuai Wang

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BayWatch: Practical Internet-Scale Topology Monitoring with Dynamic Bayesian EstimationNSDI '262026-05-04
System that builds a layered model of TTL hops and uses a Dynamic Bayesian Network to infer actual load‑balancing reply (LBR) distributions rather than…
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SwiftEP: Accelerating MoE Inference with Buffer Fusion and TMA OffloadingNSDI '262026-05-04
SwiftEP is an all-to-all library that fuses compute and RDMA buffers and offloads NVLink transfers to the Hopper TMA to remove redundant copies and free SMs…
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SelfDefend: LLMs Can Defend Themselves against Jailbreaking in...USENIX Security '252025-08-13
SelfDefend implements a shadow LLM that runs in parallel to a target model to detect harmful intent, using two detection templates (direct and intent prompts)…
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Your Shield is My Sword: A Persistent Denial-of-Service Attack via the...USENIX Security '252025-08-13
Describes RUC, an attack that injects unvalidated DNSSEC troubleshooting responses (via CD bit queries) into resolver caches and causes persistent validation…
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Divergence-Aware Testing of Graphics Shader Compiler Back-EndsPLDI 20252025-06-16
ShaDiv generates shader tests that deliberately perturb control and data flow divergence to exercise backend optimizations, uses a divergence-aware generator…
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NN-Defined Modulator: Reconfigurable and Portable Software Modulator on IoT Gateways21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Neural-network models replace handcoded modulators so an IoT gateway compiles a modulator once and runs it across heterogeneous boards via ONNX, with a…
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BTD: Unleashing the Power of Decompilation for x86 Deep Neural Network ExecutablesBlack Hat USA 20232023-08-05
BTD decompiler reconstructs high‑level DNN models from x86 executables by combining trace-based symbolic execution, an LSTM opcode classifier to map assembly…
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Buffer-based End-to-end Request Event Monitoring in the Cloud19th USENIX Symposium on Networked Systems Design and Implementation (NSDI '22)2022-04-04
BufScope models the request datapath as a buffer chain and injects per-request IDs plus a remaining-size field into packet headers so SmartNICs and…
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Understanding User Behavior in Car Sharing Services Through The Lens of Mobility: Mixing ...UbiComp 20212021-09-21
Study combines an 185-participant survey with a year of operational logs covering 68,000 users 587,850 records from Beijing and comparative data from Fuzhou…
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A City-Wide Crowdsourcing Delivery System with Reinforcement LearningUbiComp 20212021-09-21
A crowdsourced, public-transport delivery system uses DQN with time-estimation filtering to pick next-hop stations for packages riding subways and buses…
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SANRAZOR: Reducing Redundant Sanitizer Checks in C/C++ Programs15th USENIX Symposium on Operating Systems Design and Implementation (OSDI '21)2021-07-14
SanRazor is a tool that identifies and removes redundant sanitizer checks by combining dynamic coverage profiles with static data-dependency trees, instruments…
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CellPred: A Behavior-aware Scheme for Cellular Data Usage PredictionUbiComp / ISWC 20202020-09-12
Claims per-user cellular data prediction improves tower-level forecasts by adding behavioral tags from subscription records and mobility/usage signals. Uses a…
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FairCharge: A Data-Driven Fairness-Aware Charging Recommendation System for Large-Scale Electric ...UbiComp / ISWC 20202020-09-12
A deployed recommendation system called FairCharge assigns charging targets for fleets using real GPS and transaction streams from Shenzhen (≈16,400 taxis, 117…
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Data-Driven Battery-Lifetime-Aware Scheduling for Electric Bus FleetsUbiComp / ISWC 20202020-09-12
A data-driven scheduler that uses bus GPS and transaction data, K-means to extract stations, and a Prophet time-series model to predict passenger arrivals…
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CacheD: Identifying Cache-Based Timing Channels in Production Software26th USENIX Security Symposium (USENIX Security '17)2017-08-16
CacheD applies symbolic execution and constraint solving over a cache-line model to decide whether memory loads differ for distinct secrets, produces concrete…
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