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Li Chen

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titleconferencedate
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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Supercharging Packet-level Network Simulation of Large Model Training via Memoization...NSDI '262026-05-04
Wormhole implements a C++ ns-3 kernel that uses network partitioning, state memoization and rate-based steady-state detection to skip repetitive packet events…
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REAL: Emulating Control Plane at Simulator’s CostNSDI '262026-05-04
REAL implements transparent syscall interposition via LD_PRELOAD, replaces TCP over veth with message-level IPC delivery, enforces run-to-idle scheduling and…
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CCEval: Accurately and Confidently Evaluating Performance Metrics of Congestion...NSDI '262026-05-04
CCEval is an evaluation framework that outputs confidence intervals and forecasts needed trials using model-free trial forecasting and speeds extreme-tail…
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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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Accelerating Design Space Exploration for LLM Training Systems with Multi-experiment...NSDI '252025-04-28
Presents Multiverse, a GPU-based LLM-training simulator that runs many independent experiments in one process using SPME and data-oriented DoD modeling, with…
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SimAI: Unifying Architecture Design and Performance Tuning for Large-Scale Large...NSDI '252025-04-28
SimAI claims a unified, high‑precision LLM training simulator that matches real runs 98.1% alignment by hijacking training frameworks (Megatron, DeepSpeed)…
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CEGS: Configuration Example Generalizing SynthesizerNSDI '252025-04-28
CEGS is a system that uses a GNN-based Querier to find relevant device documentation examples, a GNN-based Classifier to map example snippets to target…
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Resolving Packets from Counters: Enabling Multi-scale Network Traffic Super Resolution...NSDI '252025-04-28
ZOOMSYNTH reconstructs packet-level traces from second‑level counters by stacking a transformer that models trends with an extreme‑value branch into a tree of…
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Klonet: an Easy-to-Use and Scalable Platform for Computer Networks Education21st USENIX Symposium on Networked Systems Design and Implementation (NSDI '24)2024-04-16
Klonet is a container‑based, distributed network emulation platform that uses Docker containers and veth pairs with a controller-plus-agents orchestrator and a…
Talk
SOTER: Guarding Black-box Inference for General Neural Networks at the EdgeUSENIX ATC '222022-07-11
SOTER is a system implemented in Python with Graphene-SGX that uses parameter-morphed operators to run most linear-heavy layers on untrusted Nvidia GPUs while…
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EchoSpot: Spotting Your Locations via Acoustic SensingUbiComp 20212021-09-21
EchoSpot implements an indoor locator that uses single speaker + single microphone devices such as Amazon Echo Edifier R1280DB and Logitech z200 to emit FMCW…
Talk
PREFER: Point-of-interest REcommendation with efficiency and privacy-preservation via Federated ...UbiComp 20212021-09-21
Proposes PREFER, an edge-accelerated federated learning system that keeps check-ins local, shares non-sensitive multi-dimensional parameters and aggregates…
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Critiquing for Music Exploration in Conversational Recommender SystemsIUI 20212021-04-13
A music chatbot with three critiquing variants is implemented and evaluated online (between-subject N=107) to test how user-initiated critiquing and two…
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LightGuardian: A Full-Visibility, Lightweight, In-band Telemetry System Using SketchletsNSDI ’212021-04-12
NSDI '21 - LightGuardian: A Full-Visibility, Lightweight, In-band Telemetry System Using Sketchlets Yikai Zhao, Kaicheng Yang, and Zirui Liu, Peking…
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PowerMan: An Out-of-Band Management Network for Datacenters Using Power LineNSDI '182018-04-09
PowerMan embeds management traffic onto datacenter power wiring using commodity power line communication modems (1 Gbps PHY, ~$30 each) and redesigned…
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